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2026-10-05T21:50:31.662849+00:00
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null
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[ 3000 ]
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null
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local-unattested
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Apple M3 Max; 48 GiB RAM; 16 CPU cores; macOS arm64. One hosted model and one game run at a time. Each action starts a fresh authenticated CLI call. CLI startup, image transfer, network time, provider inference and action validation remain in the timer. Provider hardware is not known. Normal desktop tasks can use the s...
0
0
{}
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generalgamebench-results/1
exhibition
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[ "coin-run", "dodge-lanes", "doom-basic", "doom-defend-center", "doom-defend-line", "doom-take-cover", "doom-health", "doom-corridor", "doom-home", "doom-predict", "procgen-bigfish", "procgen-bossfight", "procgen-caveflyer", "procgen-chaser", "procgen-climber", "procgen-coinrun", "pro...
[ 3000 ]
0.5.0
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local-unattested
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Apple M3 Max; 48 GiB RAM; 16 CPU cores; macOS arm64. One hosted model and one game run at a time. Each action starts a fresh authenticated CLI call. CLI startup, image transfer, network time, provider inference and action validation remain in the timer. Provider hardware is not known. Normal desktop tasks can use the s...
0
0
{}
{"calls": 342, "observation": "png-only", "prompt_version": "pixels-json-action/2", "requested_model": "gpt-6-astra", "tool_events": 0, "transport": "authenticated-cli-per-frame"}
generalgamebench-results/1
exhibition
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[ "coin-run", "dodge-lanes", "doom-basic", "doom-defend-center", "doom-defend-line", "doom-take-cover", "doom-health", "doom-corridor", "doom-home", "doom-predict", "procgen-bigfish", "procgen-bossfight", "procgen-caveflyer", "procgen-chaser", "procgen-climber", "procgen-coinrun", "pro...
[ 3000 ]
0.5.0
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null
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local-unattested
Darwin arm64
Apple M3 Max; 48 GiB RAM; 16 CPU cores; macOS arm64. One hosted model and one game run at a time. Each action starts a fresh authenticated CLI call. CLI startup, image transfer, network time, provider inference and action validation remain in the timer. Provider hardware is not known. Normal desktop tasks can use the s...
0
0
{}
{"calls": 342, "observation": "png-only", "prompt_version": "pixels-json-action/2", "requested_model": "gpt-6-astra", "tool_events": 0, "transport": "authenticated-cli-per-frame"}
generalgamebench-results/1
exhibition
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2026-10-05T21:50:31.662849+00:00
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exhibition
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null
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[ "coin-run", "dodge-lanes", "doom-basic", "doom-defend-center", "doom-defend-line", "doom-take-cover", "doom-health", "doom-corridor", "doom-home", "doom-predict", "procgen-bigfish", "procgen-bossfight", "procgen-caveflyer", "procgen-chaser", "procgen-climber", "procgen-coinrun", "pro...
[ 3000 ]
0.5.0
authenticated-cli-per-frame
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suite-p95-200-v1
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18,023.869507
9,661.910584
22,389.972
342
43
342
null
1
8
local-unattested
Darwin arm64
Apple M3 Max; 48 GiB RAM; 16 CPU cores; macOS arm64. One hosted model and one game run at a time. Each action starts a fresh authenticated CLI call. CLI startup, image transfer, network time, provider inference and action validation remain in the timer. Provider hardware is not known. Normal desktop tasks can use the s...
0
0
{}
{"calls": 342, "observation": "png-only", "prompt_version": "pixels-json-action/2", "requested_model": "gpt-6-astra", "tool_events": 0, "transport": "authenticated-cli-per-frame"}
generalgamebench-results/1
exhibition
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2026-10-05T21:50:31.662849+00:00
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openai-gpt-6-astra
exhibition
gpt-6-astra
null
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[ "coin-run", "dodge-lanes", "doom-basic", "doom-defend-center", "doom-defend-line", "doom-take-cover", "doom-health", "doom-corridor", "doom-home", "doom-predict", "procgen-bigfish", "procgen-bossfight", "procgen-caveflyer", "procgen-chaser", "procgen-climber", "procgen-coinrun", "pro...
[ 3000 ]
0.5.0
authenticated-cli-per-frame
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suite-p95-200-v1
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18,023.869507
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22,389.972
342
43
342
null
1
8
local-unattested
Darwin arm64
Apple M3 Max; 48 GiB RAM; 16 CPU cores; macOS arm64. One hosted model and one game run at a time. Each action starts a fresh authenticated CLI call. CLI startup, image transfer, network time, provider inference and action validation remain in the timer. Provider hardware is not known. Normal desktop tasks can use the s...
0
0
{}
{"calls": 342, "observation": "png-only", "prompt_version": "pixels-json-action/2", "requested_model": "gpt-6-astra", "tool_events": 0, "transport": "authenticated-cli-per-frame"}
generalgamebench-results/1
exhibition
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2026-10-05T21:50:31.662849+00:00
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openai-gpt-6-astra
exhibition
gpt-6-astra
null
doom-take-cover
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[ "coin-run", "dodge-lanes", "doom-basic", "doom-defend-center", "doom-defend-line", "doom-take-cover", "doom-health", "doom-corridor", "doom-home", "doom-predict", "procgen-bigfish", "procgen-bossfight", "procgen-caveflyer", "procgen-chaser", "procgen-climber", "procgen-coinrun", "pro...
[ 3000 ]
0.5.0
authenticated-cli-per-frame
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18,023.869507
9,661.910584
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342
43
342
null
1
8
local-unattested
Darwin arm64
Apple M3 Max; 48 GiB RAM; 16 CPU cores; macOS arm64. One hosted model and one game run at a time. Each action starts a fresh authenticated CLI call. CLI startup, image transfer, network time, provider inference and action validation remain in the timer. Provider hardware is not known. Normal desktop tasks can use the s...
0
0
{}
{"calls": 342, "observation": "png-only", "prompt_version": "pixels-json-action/2", "requested_model": "gpt-6-astra", "tool_events": 0, "transport": "authenticated-cli-per-frame"}
generalgamebench-results/1
exhibition
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2026-10-05T21:50:31.662849+00:00
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openai-gpt-6-astra
exhibition
gpt-6-astra
null
doom-health
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[ "coin-run", "dodge-lanes", "doom-basic", "doom-defend-center", "doom-defend-line", "doom-take-cover", "doom-health", "doom-corridor", "doom-home", "doom-predict", "procgen-bigfish", "procgen-bossfight", "procgen-caveflyer", "procgen-chaser", "procgen-climber", "procgen-coinrun", "pro...
[ 3000 ]
0.5.0
authenticated-cli-per-frame
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suite-p95-200-v1
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18,023.869507
9,661.910584
22,389.972
342
43
342
null
1
8
local-unattested
Darwin arm64
Apple M3 Max; 48 GiB RAM; 16 CPU cores; macOS arm64. One hosted model and one game run at a time. Each action starts a fresh authenticated CLI call. CLI startup, image transfer, network time, provider inference and action validation remain in the timer. Provider hardware is not known. Normal desktop tasks can use the s...
0
0
{}
{"calls": 342, "observation": "png-only", "prompt_version": "pixels-json-action/2", "requested_model": "gpt-6-astra", "tool_events": 0, "transport": "authenticated-cli-per-frame"}
generalgamebench-results/1
exhibition
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2026-10-05T21:50:31.662849+00:00
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openai-gpt-6-astra
exhibition
gpt-6-astra
null
doom-corridor
43a5cb23ee776e903e0e4228efebb44f066d3faceb04bb4c6ede046265e39169
[ "coin-run", "dodge-lanes", "doom-basic", "doom-defend-center", "doom-defend-line", "doom-take-cover", "doom-health", "doom-corridor", "doom-home", "doom-predict", "procgen-bigfish", "procgen-bossfight", "procgen-caveflyer", "procgen-chaser", "procgen-climber", "procgen-coinrun", "pro...
[ 3000 ]
0.5.0
authenticated-cli-per-frame
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suite-p95-200-v1
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18,023.869507
9,661.910584
22,389.972
342
43
342
null
1
8
local-unattested
Darwin arm64
Apple M3 Max; 48 GiB RAM; 16 CPU cores; macOS arm64. One hosted model and one game run at a time. Each action starts a fresh authenticated CLI call. CLI startup, image transfer, network time, provider inference and action validation remain in the timer. Provider hardware is not known. Normal desktop tasks can use the s...
0
0
{}
{"calls": 342, "observation": "png-only", "prompt_version": "pixels-json-action/2", "requested_model": "gpt-6-astra", "tool_events": 0, "transport": "authenticated-cli-per-frame"}
generalgamebench-results/1
exhibition
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2026-10-05T21:50:31.662849+00:00
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openai-gpt-6-astra
exhibition
gpt-6-astra
null
doom-home
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[ "coin-run", "dodge-lanes", "doom-basic", "doom-defend-center", "doom-defend-line", "doom-take-cover", "doom-health", "doom-corridor", "doom-home", "doom-predict", "procgen-bigfish", "procgen-bossfight", "procgen-caveflyer", "procgen-chaser", "procgen-climber", "procgen-coinrun", "pro...
[ 3000 ]
0.5.0
authenticated-cli-per-frame
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suite-p95-200-v1
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18,023.869507
9,661.910584
22,389.972
342
43
342
null
1
8
local-unattested
Darwin arm64
Apple M3 Max; 48 GiB RAM; 16 CPU cores; macOS arm64. One hosted model and one game run at a time. Each action starts a fresh authenticated CLI call. CLI startup, image transfer, network time, provider inference and action validation remain in the timer. Provider hardware is not known. Normal desktop tasks can use the s...
0
0
{}
{"calls": 342, "observation": "png-only", "prompt_version": "pixels-json-action/2", "requested_model": "gpt-6-astra", "tool_events": 0, "transport": "authenticated-cli-per-frame"}
generalgamebench-results/1
exhibition
hosted-rerun-2026-10-05
2026-10-05T21:50:31.662849+00:00
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openai-gpt-6-astra
exhibition
gpt-6-astra
null
doom-predict
43a5cb23ee776e903e0e4228efebb44f066d3faceb04bb4c6ede046265e39169
[ "coin-run", "dodge-lanes", "doom-basic", "doom-defend-center", "doom-defend-line", "doom-take-cover", "doom-health", "doom-corridor", "doom-home", "doom-predict", "procgen-bigfish", "procgen-bossfight", "procgen-caveflyer", "procgen-chaser", "procgen-climber", "procgen-coinrun", "pro...
[ 3000 ]
0.5.0
authenticated-cli-per-frame
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18.125
false
suite-p95-200-v1
200
18,023.869507
9,661.910584
22,389.972
342
43
342
null
1
8
local-unattested
Darwin arm64
Apple M3 Max; 48 GiB RAM; 16 CPU cores; macOS arm64. One hosted model and one game run at a time. Each action starts a fresh authenticated CLI call. CLI startup, image transfer, network time, provider inference and action validation remain in the timer. Provider hardware is not known. Normal desktop tasks can use the s...
0
0
{}
{"calls": 342, "observation": "png-only", "prompt_version": "pixels-json-action/2", "requested_model": "gpt-6-astra", "tool_events": 0, "transport": "authenticated-cli-per-frame"}
generalgamebench-results/1
exhibition
hosted-rerun-2026-10-05
2026-10-05T21:50:31.662849+00:00
0d33c81deca428d525a5bdeeb0066f0ee9fa8807377f9cb74e7a7a57351a18f9
openai-gpt-6-astra
exhibition
gpt-6-astra
null
procgen-bigfish
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[ "coin-run", "dodge-lanes", "doom-basic", "doom-defend-center", "doom-defend-line", "doom-take-cover", "doom-health", "doom-corridor", "doom-home", "doom-predict", "procgen-bigfish", "procgen-bossfight", "procgen-caveflyer", "procgen-chaser", "procgen-climber", "procgen-coinrun", "pro...
[ 3000 ]
0.5.0
authenticated-cli-per-frame
pixels-json-action/2
0
18.125
false
suite-p95-200-v1
200
18,023.869507
9,661.910584
22,389.972
342
43
342
null
1
8
local-unattested
Darwin arm64
Apple M3 Max; 48 GiB RAM; 16 CPU cores; macOS arm64. One hosted model and one game run at a time. Each action starts a fresh authenticated CLI call. CLI startup, image transfer, network time, provider inference and action validation remain in the timer. Provider hardware is not known. Normal desktop tasks can use the s...
0
0
{"engine": "procgen", "engine_version": "0.10.7", "numpy_version": "1.26.4", "observation": "rendered-rgb-only", "replay": "exact-frame-and-score", "score_range": [1, 40], "seed_policy": "fixed-initial-reset", "simulation": "lockstep", "task_id": "procgen-bigfish", "task_version": "1"}
{"calls": 342, "observation": "png-only", "prompt_version": "pixels-json-action/2", "requested_model": "gpt-6-astra", "tool_events": 0, "transport": "authenticated-cli-per-frame"}
generalgamebench-results/1
exhibition
hosted-rerun-2026-10-05
2026-10-05T21:50:31.662849+00:00
0d33c81deca428d525a5bdeeb0066f0ee9fa8807377f9cb74e7a7a57351a18f9
openai-gpt-6-astra
exhibition
gpt-6-astra
null
procgen-bossfight
43a5cb23ee776e903e0e4228efebb44f066d3faceb04bb4c6ede046265e39169
[ "coin-run", "dodge-lanes", "doom-basic", "doom-defend-center", "doom-defend-line", "doom-take-cover", "doom-health", "doom-corridor", "doom-home", "doom-predict", "procgen-bigfish", "procgen-bossfight", "procgen-caveflyer", "procgen-chaser", "procgen-climber", "procgen-coinrun", "pro...
[ 3000 ]
0.5.0
authenticated-cli-per-frame
pixels-json-action/2
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18.125
false
suite-p95-200-v1
200
18,023.869507
9,661.910584
22,389.972
342
43
342
null
1
8
local-unattested
Darwin arm64
Apple M3 Max; 48 GiB RAM; 16 CPU cores; macOS arm64. One hosted model and one game run at a time. Each action starts a fresh authenticated CLI call. CLI startup, image transfer, network time, provider inference and action validation remain in the timer. Provider hardware is not known. Normal desktop tasks can use the s...
0
0
{"engine": "procgen", "engine_version": "0.10.7", "numpy_version": "1.26.4", "observation": "rendered-rgb-only", "replay": "exact-frame-and-score", "score_range": [0.5, 13], "seed_policy": "fixed-initial-reset", "simulation": "lockstep", "task_id": "procgen-bossfight", "task_version": "1"}
{"calls": 342, "observation": "png-only", "prompt_version": "pixels-json-action/2", "requested_model": "gpt-6-astra", "tool_events": 0, "transport": "authenticated-cli-per-frame"}
generalgamebench-results/1
exhibition
hosted-rerun-2026-10-05
2026-10-05T21:50:31.662849+00:00
0d33c81deca428d525a5bdeeb0066f0ee9fa8807377f9cb74e7a7a57351a18f9
openai-gpt-6-astra
exhibition
gpt-6-astra
null
procgen-caveflyer
43a5cb23ee776e903e0e4228efebb44f066d3faceb04bb4c6ede046265e39169
[ "coin-run", "dodge-lanes", "doom-basic", "doom-defend-center", "doom-defend-line", "doom-take-cover", "doom-health", "doom-corridor", "doom-home", "doom-predict", "procgen-bigfish", "procgen-bossfight", "procgen-caveflyer", "procgen-chaser", "procgen-climber", "procgen-coinrun", "pro...
[ 3000 ]
0.5.0
authenticated-cli-per-frame
pixels-json-action/2
0
18.125
false
suite-p95-200-v1
200
18,023.869507
9,661.910584
22,389.972
342
43
342
null
1
8
local-unattested
Darwin arm64
Apple M3 Max; 48 GiB RAM; 16 CPU cores; macOS arm64. One hosted model and one game run at a time. Each action starts a fresh authenticated CLI call. CLI startup, image transfer, network time, provider inference and action validation remain in the timer. Provider hardware is not known. Normal desktop tasks can use the s...
0
0
{"engine": "procgen", "engine_version": "0.10.7", "numpy_version": "1.26.4", "observation": "rendered-rgb-only", "replay": "exact-frame-and-score", "score_range": [2, 12], "seed_policy": "fixed-initial-reset", "simulation": "lockstep", "task_id": "procgen-caveflyer", "task_version": "1"}
{"calls": 342, "observation": "png-only", "prompt_version": "pixels-json-action/2", "requested_model": "gpt-6-astra", "tool_events": 0, "transport": "authenticated-cli-per-frame"}
generalgamebench-results/1
exhibition
hosted-rerun-2026-10-05
2026-10-05T21:50:31.662849+00:00
0d33c81deca428d525a5bdeeb0066f0ee9fa8807377f9cb74e7a7a57351a18f9
openai-gpt-6-astra
exhibition
gpt-6-astra
null
procgen-chaser
43a5cb23ee776e903e0e4228efebb44f066d3faceb04bb4c6ede046265e39169
[ "coin-run", "dodge-lanes", "doom-basic", "doom-defend-center", "doom-defend-line", "doom-take-cover", "doom-health", "doom-corridor", "doom-home", "doom-predict", "procgen-bigfish", "procgen-bossfight", "procgen-caveflyer", "procgen-chaser", "procgen-climber", "procgen-coinrun", "pro...
[ 3000 ]
0.5.0
authenticated-cli-per-frame
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18.125
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suite-p95-200-v1
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18,023.869507
9,661.910584
22,389.972
342
43
342
null
1
8
local-unattested
Darwin arm64
Apple M3 Max; 48 GiB RAM; 16 CPU cores; macOS arm64. One hosted model and one game run at a time. Each action starts a fresh authenticated CLI call. CLI startup, image transfer, network time, provider inference and action validation remain in the timer. Provider hardware is not known. Normal desktop tasks can use the s...
0
0
{"engine": "procgen", "engine_version": "0.10.7", "numpy_version": "1.26.4", "observation": "rendered-rgb-only", "replay": "exact-frame-and-score", "score_range": [0.5, 13], "seed_policy": "fixed-initial-reset", "simulation": "lockstep", "task_id": "procgen-chaser", "task_version": "1"}
{"calls": 342, "observation": "png-only", "prompt_version": "pixels-json-action/2", "requested_model": "gpt-6-astra", "tool_events": 0, "transport": "authenticated-cli-per-frame"}
generalgamebench-results/1
exhibition
hosted-rerun-2026-10-05
2026-10-05T21:50:31.662849+00:00
0d33c81deca428d525a5bdeeb0066f0ee9fa8807377f9cb74e7a7a57351a18f9
openai-gpt-6-astra
exhibition
gpt-6-astra
null
procgen-climber
43a5cb23ee776e903e0e4228efebb44f066d3faceb04bb4c6ede046265e39169
[ "coin-run", "dodge-lanes", "doom-basic", "doom-defend-center", "doom-defend-line", "doom-take-cover", "doom-health", "doom-corridor", "doom-home", "doom-predict", "procgen-bigfish", "procgen-bossfight", "procgen-caveflyer", "procgen-chaser", "procgen-climber", "procgen-coinrun", "pro...
[ 3000 ]
0.5.0
authenticated-cli-per-frame
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18,023.869507
9,661.910584
22,389.972
342
43
342
null
1
8
local-unattested
Darwin arm64
Apple M3 Max; 48 GiB RAM; 16 CPU cores; macOS arm64. One hosted model and one game run at a time. Each action starts a fresh authenticated CLI call. CLI startup, image transfer, network time, provider inference and action validation remain in the timer. Provider hardware is not known. Normal desktop tasks can use the s...
0
0
{"engine": "procgen", "engine_version": "0.10.7", "numpy_version": "1.26.4", "observation": "rendered-rgb-only", "replay": "exact-frame-and-score", "score_range": [1, 12.6], "seed_policy": "fixed-initial-reset", "simulation": "lockstep", "task_id": "procgen-climber", "task_version": "1"}
{"calls": 342, "observation": "png-only", "prompt_version": "pixels-json-action/2", "requested_model": "gpt-6-astra", "tool_events": 0, "transport": "authenticated-cli-per-frame"}
generalgamebench-results/1
exhibition
hosted-rerun-2026-10-05
2026-10-05T21:50:31.662849+00:00
0d33c81deca428d525a5bdeeb0066f0ee9fa8807377f9cb74e7a7a57351a18f9
openai-gpt-6-astra
exhibition
gpt-6-astra
null
procgen-coinrun
43a5cb23ee776e903e0e4228efebb44f066d3faceb04bb4c6ede046265e39169
[ "coin-run", "dodge-lanes", "doom-basic", "doom-defend-center", "doom-defend-line", "doom-take-cover", "doom-health", "doom-corridor", "doom-home", "doom-predict", "procgen-bigfish", "procgen-bossfight", "procgen-caveflyer", "procgen-chaser", "procgen-climber", "procgen-coinrun", "pro...
[ 3000 ]
0.5.0
authenticated-cli-per-frame
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18.125
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suite-p95-200-v1
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18,023.869507
9,661.910584
22,389.972
342
43
342
null
1
8
local-unattested
Darwin arm64
Apple M3 Max; 48 GiB RAM; 16 CPU cores; macOS arm64. One hosted model and one game run at a time. Each action starts a fresh authenticated CLI call. CLI startup, image transfer, network time, provider inference and action validation remain in the timer. Provider hardware is not known. Normal desktop tasks can use the s...
0
0
{"engine": "procgen", "engine_version": "0.10.7", "numpy_version": "1.26.4", "observation": "rendered-rgb-only", "replay": "exact-frame-and-score", "score_range": [5, 10], "seed_policy": "fixed-initial-reset", "simulation": "lockstep", "task_id": "procgen-coinrun", "task_version": "1"}
{"calls": 342, "observation": "png-only", "prompt_version": "pixels-json-action/2", "requested_model": "gpt-6-astra", "tool_events": 0, "transport": "authenticated-cli-per-frame"}
generalgamebench-results/1
exhibition
hosted-rerun-2026-10-05
2026-10-05T21:50:31.662849+00:00
0d33c81deca428d525a5bdeeb0066f0ee9fa8807377f9cb74e7a7a57351a18f9
openai-gpt-6-astra
exhibition
gpt-6-astra
null
procgen-dodgeball
43a5cb23ee776e903e0e4228efebb44f066d3faceb04bb4c6ede046265e39169
[ "coin-run", "dodge-lanes", "doom-basic", "doom-defend-center", "doom-defend-line", "doom-take-cover", "doom-health", "doom-corridor", "doom-home", "doom-predict", "procgen-bigfish", "procgen-bossfight", "procgen-caveflyer", "procgen-chaser", "procgen-climber", "procgen-coinrun", "pro...
[ 3000 ]
0.5.0
authenticated-cli-per-frame
pixels-json-action/2
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18.125
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suite-p95-200-v1
200
18,023.869507
9,661.910584
22,389.972
342
43
342
null
1
8
local-unattested
Darwin arm64
Apple M3 Max; 48 GiB RAM; 16 CPU cores; macOS arm64. One hosted model and one game run at a time. Each action starts a fresh authenticated CLI call. CLI startup, image transfer, network time, provider inference and action validation remain in the timer. Provider hardware is not known. Normal desktop tasks can use the s...
0
0
{"engine": "procgen", "engine_version": "0.10.7", "numpy_version": "1.26.4", "observation": "rendered-rgb-only", "replay": "exact-frame-and-score", "score_range": [1.5, 19], "seed_policy": "fixed-initial-reset", "simulation": "lockstep", "task_id": "procgen-dodgeball", "task_version": "1"}
{"calls": 342, "observation": "png-only", "prompt_version": "pixels-json-action/2", "requested_model": "gpt-6-astra", "tool_events": 0, "transport": "authenticated-cli-per-frame"}
generalgamebench-results/1
exhibition
hosted-rerun-2026-10-05
2026-10-05T21:50:31.662849+00:00
0d33c81deca428d525a5bdeeb0066f0ee9fa8807377f9cb74e7a7a57351a18f9
openai-gpt-6-astra
exhibition
gpt-6-astra
null
procgen-fruitbot
43a5cb23ee776e903e0e4228efebb44f066d3faceb04bb4c6ede046265e39169
[ "coin-run", "dodge-lanes", "doom-basic", "doom-defend-center", "doom-defend-line", "doom-take-cover", "doom-health", "doom-corridor", "doom-home", "doom-predict", "procgen-bigfish", "procgen-bossfight", "procgen-caveflyer", "procgen-chaser", "procgen-climber", "procgen-coinrun", "pro...
[ 3000 ]
0.5.0
authenticated-cli-per-frame
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18.125
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suite-p95-200-v1
200
18,023.869507
9,661.910584
22,389.972
342
43
342
null
1
8
local-unattested
Darwin arm64
Apple M3 Max; 48 GiB RAM; 16 CPU cores; macOS arm64. One hosted model and one game run at a time. Each action starts a fresh authenticated CLI call. CLI startup, image transfer, network time, provider inference and action validation remain in the timer. Provider hardware is not known. Normal desktop tasks can use the s...
0
0
{"engine": "procgen", "engine_version": "0.10.7", "numpy_version": "1.26.4", "observation": "rendered-rgb-only", "replay": "exact-frame-and-score", "score_range": [-1.5, 32.4], "seed_policy": "fixed-initial-reset", "simulation": "lockstep", "task_id": "procgen-fruitbot", "task_version": "1"}
{"calls": 342, "observation": "png-only", "prompt_version": "pixels-json-action/2", "requested_model": "gpt-6-astra", "tool_events": 0, "transport": "authenticated-cli-per-frame"}
generalgamebench-results/1
exhibition
hosted-rerun-2026-10-05
2026-10-05T21:50:31.662849+00:00
0d33c81deca428d525a5bdeeb0066f0ee9fa8807377f9cb74e7a7a57351a18f9
openai-gpt-6-astra
exhibition
gpt-6-astra
null
procgen-heist
43a5cb23ee776e903e0e4228efebb44f066d3faceb04bb4c6ede046265e39169
[ "coin-run", "dodge-lanes", "doom-basic", "doom-defend-center", "doom-defend-line", "doom-take-cover", "doom-health", "doom-corridor", "doom-home", "doom-predict", "procgen-bigfish", "procgen-bossfight", "procgen-caveflyer", "procgen-chaser", "procgen-climber", "procgen-coinrun", "pro...
[ 3000 ]
0.5.0
authenticated-cli-per-frame
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18.125
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suite-p95-200-v1
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18,023.869507
9,661.910584
22,389.972
342
43
342
null
1
8
local-unattested
Darwin arm64
Apple M3 Max; 48 GiB RAM; 16 CPU cores; macOS arm64. One hosted model and one game run at a time. Each action starts a fresh authenticated CLI call. CLI startup, image transfer, network time, provider inference and action validation remain in the timer. Provider hardware is not known. Normal desktop tasks can use the s...
0
0
{"engine": "procgen", "engine_version": "0.10.7", "numpy_version": "1.26.4", "observation": "rendered-rgb-only", "replay": "exact-frame-and-score", "score_range": [3.5, 10], "seed_policy": "fixed-initial-reset", "simulation": "lockstep", "task_id": "procgen-heist", "task_version": "1"}
{"calls": 342, "observation": "png-only", "prompt_version": "pixels-json-action/2", "requested_model": "gpt-6-astra", "tool_events": 0, "transport": "authenticated-cli-per-frame"}
generalgamebench-results/1
exhibition
hosted-rerun-2026-10-05
2026-10-05T21:50:31.662849+00:00
0d33c81deca428d525a5bdeeb0066f0ee9fa8807377f9cb74e7a7a57351a18f9
openai-gpt-6-astra
exhibition
gpt-6-astra
null
procgen-jumper
43a5cb23ee776e903e0e4228efebb44f066d3faceb04bb4c6ede046265e39169
[ "coin-run", "dodge-lanes", "doom-basic", "doom-defend-center", "doom-defend-line", "doom-take-cover", "doom-health", "doom-corridor", "doom-home", "doom-predict", "procgen-bigfish", "procgen-bossfight", "procgen-caveflyer", "procgen-chaser", "procgen-climber", "procgen-coinrun", "pro...
[ 3000 ]
0.5.0
authenticated-cli-per-frame
pixels-json-action/2
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18.125
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suite-p95-200-v1
200
18,023.869507
9,661.910584
22,389.972
342
43
342
null
1
8
local-unattested
Darwin arm64
Apple M3 Max; 48 GiB RAM; 16 CPU cores; macOS arm64. One hosted model and one game run at a time. Each action starts a fresh authenticated CLI call. CLI startup, image transfer, network time, provider inference and action validation remain in the timer. Provider hardware is not known. Normal desktop tasks can use the s...
0
0
{"engine": "procgen", "engine_version": "0.10.7", "numpy_version": "1.26.4", "observation": "rendered-rgb-only", "replay": "exact-frame-and-score", "score_range": [3, 10], "seed_policy": "fixed-initial-reset", "simulation": "lockstep", "task_id": "procgen-jumper", "task_version": "1"}
{"calls": 342, "observation": "png-only", "prompt_version": "pixels-json-action/2", "requested_model": "gpt-6-astra", "tool_events": 0, "transport": "authenticated-cli-per-frame"}
generalgamebench-results/1
exhibition
hosted-rerun-2026-10-05
2026-10-05T21:50:31.662849+00:00
0d33c81deca428d525a5bdeeb0066f0ee9fa8807377f9cb74e7a7a57351a18f9
openai-gpt-6-astra
exhibition
gpt-6-astra
null
procgen-leaper
43a5cb23ee776e903e0e4228efebb44f066d3faceb04bb4c6ede046265e39169
[ "coin-run", "dodge-lanes", "doom-basic", "doom-defend-center", "doom-defend-line", "doom-take-cover", "doom-health", "doom-corridor", "doom-home", "doom-predict", "procgen-bigfish", "procgen-bossfight", "procgen-caveflyer", "procgen-chaser", "procgen-climber", "procgen-coinrun", "pro...
[ 3000 ]
0.5.0
authenticated-cli-per-frame
pixels-json-action/2
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18.125
false
suite-p95-200-v1
200
18,023.869507
9,661.910584
22,389.972
342
43
342
null
1
8
local-unattested
Darwin arm64
Apple M3 Max; 48 GiB RAM; 16 CPU cores; macOS arm64. One hosted model and one game run at a time. Each action starts a fresh authenticated CLI call. CLI startup, image transfer, network time, provider inference and action validation remain in the timer. Provider hardware is not known. Normal desktop tasks can use the s...
0
0
{"engine": "procgen", "engine_version": "0.10.7", "numpy_version": "1.26.4", "observation": "rendered-rgb-only", "replay": "exact-frame-and-score", "score_range": [3, 10], "seed_policy": "fixed-initial-reset", "simulation": "lockstep", "task_id": "procgen-leaper", "task_version": "1"}
{"calls": 342, "observation": "png-only", "prompt_version": "pixels-json-action/2", "requested_model": "gpt-6-astra", "tool_events": 0, "transport": "authenticated-cli-per-frame"}
generalgamebench-results/1
exhibition
hosted-rerun-2026-10-05
2026-10-05T21:50:31.662849+00:00
0d33c81deca428d525a5bdeeb0066f0ee9fa8807377f9cb74e7a7a57351a18f9
openai-gpt-6-astra
exhibition
gpt-6-astra
null
procgen-maze
43a5cb23ee776e903e0e4228efebb44f066d3faceb04bb4c6ede046265e39169
[ "coin-run", "dodge-lanes", "doom-basic", "doom-defend-center", "doom-defend-line", "doom-take-cover", "doom-health", "doom-corridor", "doom-home", "doom-predict", "procgen-bigfish", "procgen-bossfight", "procgen-caveflyer", "procgen-chaser", "procgen-climber", "procgen-coinrun", "pro...
[ 3000 ]
0.5.0
authenticated-cli-per-frame
pixels-json-action/2
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18.125
false
suite-p95-200-v1
200
18,023.869507
9,661.910584
22,389.972
342
43
342
null
1
8
local-unattested
Darwin arm64
Apple M3 Max; 48 GiB RAM; 16 CPU cores; macOS arm64. One hosted model and one game run at a time. Each action starts a fresh authenticated CLI call. CLI startup, image transfer, network time, provider inference and action validation remain in the timer. Provider hardware is not known. Normal desktop tasks can use the s...
0
0
{"engine": "procgen", "engine_version": "0.10.7", "numpy_version": "1.26.4", "observation": "rendered-rgb-only", "replay": "exact-frame-and-score", "score_range": [5, 10], "seed_policy": "fixed-initial-reset", "simulation": "lockstep", "task_id": "procgen-maze", "task_version": "1"}
{"calls": 342, "observation": "png-only", "prompt_version": "pixels-json-action/2", "requested_model": "gpt-6-astra", "tool_events": 0, "transport": "authenticated-cli-per-frame"}
generalgamebench-results/1
exhibition
hosted-rerun-2026-10-05
2026-10-05T21:50:31.662849+00:00
0d33c81deca428d525a5bdeeb0066f0ee9fa8807377f9cb74e7a7a57351a18f9
openai-gpt-6-astra
exhibition
gpt-6-astra
null
procgen-miner
43a5cb23ee776e903e0e4228efebb44f066d3faceb04bb4c6ede046265e39169
[ "coin-run", "dodge-lanes", "doom-basic", "doom-defend-center", "doom-defend-line", "doom-take-cover", "doom-health", "doom-corridor", "doom-home", "doom-predict", "procgen-bigfish", "procgen-bossfight", "procgen-caveflyer", "procgen-chaser", "procgen-climber", "procgen-coinrun", "pro...
[ 3000 ]
0.5.0
authenticated-cli-per-frame
pixels-json-action/2
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18.125
false
suite-p95-200-v1
200
18,023.869507
9,661.910584
22,389.972
342
43
342
null
1
8
local-unattested
Darwin arm64
Apple M3 Max; 48 GiB RAM; 16 CPU cores; macOS arm64. One hosted model and one game run at a time. Each action starts a fresh authenticated CLI call. CLI startup, image transfer, network time, provider inference and action validation remain in the timer. Provider hardware is not known. Normal desktop tasks can use the s...
0
0
{"engine": "procgen", "engine_version": "0.10.7", "numpy_version": "1.26.4", "observation": "rendered-rgb-only", "replay": "exact-frame-and-score", "score_range": [1.5, 13], "seed_policy": "fixed-initial-reset", "simulation": "lockstep", "task_id": "procgen-miner", "task_version": "1"}
{"calls": 342, "observation": "png-only", "prompt_version": "pixels-json-action/2", "requested_model": "gpt-6-astra", "tool_events": 0, "transport": "authenticated-cli-per-frame"}
generalgamebench-results/1
exhibition
hosted-rerun-2026-10-05
2026-10-05T21:50:31.662849+00:00
0d33c81deca428d525a5bdeeb0066f0ee9fa8807377f9cb74e7a7a57351a18f9
openai-gpt-6-astra
exhibition
gpt-6-astra
null
procgen-ninja
43a5cb23ee776e903e0e4228efebb44f066d3faceb04bb4c6ede046265e39169
[ "coin-run", "dodge-lanes", "doom-basic", "doom-defend-center", "doom-defend-line", "doom-take-cover", "doom-health", "doom-corridor", "doom-home", "doom-predict", "procgen-bigfish", "procgen-bossfight", "procgen-caveflyer", "procgen-chaser", "procgen-climber", "procgen-coinrun", "pro...
[ 3000 ]
0.5.0
authenticated-cli-per-frame
pixels-json-action/2
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18.125
false
suite-p95-200-v1
200
18,023.869507
9,661.910584
22,389.972
342
43
342
null
1
8
local-unattested
Darwin arm64
Apple M3 Max; 48 GiB RAM; 16 CPU cores; macOS arm64. One hosted model and one game run at a time. Each action starts a fresh authenticated CLI call. CLI startup, image transfer, network time, provider inference and action validation remain in the timer. Provider hardware is not known. Normal desktop tasks can use the s...
0
0
{"engine": "procgen", "engine_version": "0.10.7", "numpy_version": "1.26.4", "observation": "rendered-rgb-only", "replay": "exact-frame-and-score", "score_range": [3.5, 10], "seed_policy": "fixed-initial-reset", "simulation": "lockstep", "task_id": "procgen-ninja", "task_version": "1"}
{"calls": 342, "observation": "png-only", "prompt_version": "pixels-json-action/2", "requested_model": "gpt-6-astra", "tool_events": 0, "transport": "authenticated-cli-per-frame"}
generalgamebench-results/1
exhibition
hosted-rerun-2026-10-05
2026-10-05T21:50:31.662849+00:00
0d33c81deca428d525a5bdeeb0066f0ee9fa8807377f9cb74e7a7a57351a18f9
openai-gpt-6-astra
exhibition
gpt-6-astra
null
procgen-plunder
43a5cb23ee776e903e0e4228efebb44f066d3faceb04bb4c6ede046265e39169
[ "coin-run", "dodge-lanes", "doom-basic", "doom-defend-center", "doom-defend-line", "doom-take-cover", "doom-health", "doom-corridor", "doom-home", "doom-predict", "procgen-bigfish", "procgen-bossfight", "procgen-caveflyer", "procgen-chaser", "procgen-climber", "procgen-coinrun", "pro...
[ 3000 ]
0.5.0
authenticated-cli-per-frame
pixels-json-action/2
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18.125
false
suite-p95-200-v1
200
18,023.869507
9,661.910584
22,389.972
342
43
342
null
1
8
local-unattested
Darwin arm64
Apple M3 Max; 48 GiB RAM; 16 CPU cores; macOS arm64. One hosted model and one game run at a time. Each action starts a fresh authenticated CLI call. CLI startup, image transfer, network time, provider inference and action validation remain in the timer. Provider hardware is not known. Normal desktop tasks can use the s...
0
0
{"engine": "procgen", "engine_version": "0.10.7", "numpy_version": "1.26.4", "observation": "rendered-rgb-only", "replay": "exact-frame-and-score", "score_range": [4.5, 30], "seed_policy": "fixed-initial-reset", "simulation": "lockstep", "task_id": "procgen-plunder", "task_version": "1"}
{"calls": 342, "observation": "png-only", "prompt_version": "pixels-json-action/2", "requested_model": "gpt-6-astra", "tool_events": 0, "transport": "authenticated-cli-per-frame"}
generalgamebench-results/1
exhibition
hosted-rerun-2026-10-05
2026-10-05T21:50:31.662849+00:00
0d33c81deca428d525a5bdeeb0066f0ee9fa8807377f9cb74e7a7a57351a18f9
openai-gpt-6-astra
exhibition
gpt-6-astra
null
procgen-starpilot
43a5cb23ee776e903e0e4228efebb44f066d3faceb04bb4c6ede046265e39169
[ "coin-run", "dodge-lanes", "doom-basic", "doom-defend-center", "doom-defend-line", "doom-take-cover", "doom-health", "doom-corridor", "doom-home", "doom-predict", "procgen-bigfish", "procgen-bossfight", "procgen-caveflyer", "procgen-chaser", "procgen-climber", "procgen-coinrun", "pro...
[ 3000 ]
0.5.0
authenticated-cli-per-frame
pixels-json-action/2
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18.125
false
suite-p95-200-v1
200
18,023.869507
9,661.910584
22,389.972
342
43
342
null
1
8
local-unattested
Darwin arm64
Apple M3 Max; 48 GiB RAM; 16 CPU cores; macOS arm64. One hosted model and one game run at a time. Each action starts a fresh authenticated CLI call. CLI startup, image transfer, network time, provider inference and action validation remain in the timer. Provider hardware is not known. Normal desktop tasks can use the s...
0
0
{"engine": "procgen", "engine_version": "0.10.7", "numpy_version": "1.26.4", "observation": "rendered-rgb-only", "replay": "exact-frame-and-score", "score_range": [2.5, 64], "seed_policy": "fixed-initial-reset", "simulation": "lockstep", "task_id": "procgen-starpilot", "task_version": "1"}
{"calls": 342, "observation": "png-only", "prompt_version": "pixels-json-action/2", "requested_model": "gpt-6-astra", "tool_events": 0, "transport": "authenticated-cli-per-frame"}
generalgamebench-results/1
exhibition
hosted-rerun-2026-10-05
2026-10-05T21:50:31.662849+00:00
0d33c81deca428d525a5bdeeb0066f0ee9fa8807377f9cb74e7a7a57351a18f9
openai-gpt-6-astra
exhibition
gpt-6-astra
null
crafter
43a5cb23ee776e903e0e4228efebb44f066d3faceb04bb4c6ede046265e39169
[ "coin-run", "dodge-lanes", "doom-basic", "doom-defend-center", "doom-defend-line", "doom-take-cover", "doom-health", "doom-corridor", "doom-home", "doom-predict", "procgen-bigfish", "procgen-bossfight", "procgen-caveflyer", "procgen-chaser", "procgen-climber", "procgen-coinrun", "pro...
[ 3000 ]
0.5.0
authenticated-cli-per-frame
pixels-json-action/2
4.545
18.125
false
suite-p95-200-v1
200
18,023.869507
9,661.910584
22,389.972
342
43
342
null
1
8
local-unattested
Darwin arm64
Apple M3 Max; 48 GiB RAM; 16 CPU cores; macOS arm64. One hosted model and one game run at a time. Each action starts a fresh authenticated CLI call. CLI startup, image transfer, network time, provider inference and action validation remain in the timer. Provider hardware is not known. Normal desktop tasks can use the s...
0
0
{"engine": "crafter", "engine_version": "1.8.3", "numpy_version": "1.26.4", "observation": "rendered-rgb-only", "replay": "exact-frame-and-score", "score_range": [0, 22], "seed_policy": "fixed-initial-reset", "simulation": "lockstep", "task_id": "crafter", "task_version": "2"}
{"calls": 342, "observation": "png-only", "prompt_version": "pixels-json-action/2", "requested_model": "gpt-6-astra", "tool_events": 0, "transport": "authenticated-cli-per-frame"}
generalgamebench-results/1
exhibition
hosted-rerun-2026-10-05
2026-10-05T21:50:31.662849+00:00
0d33c81deca428d525a5bdeeb0066f0ee9fa8807377f9cb74e7a7a57351a18f9
openai-gpt-6-astra
exhibition
gpt-6-astra
null
miniworld-oneroom
43a5cb23ee776e903e0e4228efebb44f066d3faceb04bb4c6ede046265e39169
[ "coin-run", "dodge-lanes", "doom-basic", "doom-defend-center", "doom-defend-line", "doom-take-cover", "doom-health", "doom-corridor", "doom-home", "doom-predict", "procgen-bigfish", "procgen-bossfight", "procgen-caveflyer", "procgen-chaser", "procgen-climber", "procgen-coinrun", "pro...
[ 3000 ]
0.5.0
authenticated-cli-per-frame
pixels-json-action/2
0
18.125
false
suite-p95-200-v1
200
18,023.869507
9,661.910584
22,389.972
342
43
342
null
1
8
local-unattested
Darwin arm64
Apple M3 Max; 48 GiB RAM; 16 CPU cores; macOS arm64. One hosted model and one game run at a time. Each action starts a fresh authenticated CLI call. CLI startup, image transfer, network time, provider inference and action validation remain in the timer. Provider hardware is not known. Normal desktop tasks can use the s...
0
0
{"engine": "miniworld", "engine_version": "2.1.0", "numpy_version": "1.26.4", "observation": "rendered-rgb-only", "replay": "exact-frame-and-score", "score_range": [0, 1], "seed_policy": "fixed-initial-reset", "simulation": "lockstep", "task_id": "miniworld-oneroom", "task_version": "1"}
{"calls": 342, "observation": "png-only", "prompt_version": "pixels-json-action/2", "requested_model": "gpt-6-astra", "tool_events": 0, "transport": "authenticated-cli-per-frame"}
generalgamebench-results/1
exhibition
hosted-rerun-2026-10-05
2026-10-05T21:50:31.662849+00:00
0d33c81deca428d525a5bdeeb0066f0ee9fa8807377f9cb74e7a7a57351a18f9
openai-gpt-6-astra
exhibition
gpt-6-astra
null
pettingzoo-pistonball
43a5cb23ee776e903e0e4228efebb44f066d3faceb04bb4c6ede046265e39169
[ "coin-run", "dodge-lanes", "doom-basic", "doom-defend-center", "doom-defend-line", "doom-take-cover", "doom-health", "doom-corridor", "doom-home", "doom-predict", "procgen-bigfish", "procgen-bossfight", "procgen-caveflyer", "procgen-chaser", "procgen-climber", "procgen-coinrun", "pro...
[ 3000 ]
0.5.0
authenticated-cli-per-frame
pixels-json-action/2
93.775
18.125
false
suite-p95-200-v1
200
18,023.869507
9,661.910584
22,389.972
342
43
342
null
1
8
local-unattested
Darwin arm64
Apple M3 Max; 48 GiB RAM; 16 CPU cores; macOS arm64. One hosted model and one game run at a time. Each action starts a fresh authenticated CLI call. CLI startup, image transfer, network time, provider inference and action validation remain in the timer. Provider hardware is not known. Normal desktop tasks can use the s...
0
0
{"engine": "pettingzoo", "engine_version": "1.27.0", "numpy_version": "1.26.4", "observation": "rendered-rgb-only", "replay": "exact-frame-and-score", "score_range": [-100, 100], "seed_policy": "fixed-initial-reset", "simulation": "lockstep", "task_id": "pettingzoo-pistonball", "task_version": "1"}
{"calls": 342, "observation": "png-only", "prompt_version": "pixels-json-action/2", "requested_model": "gpt-6-astra", "tool_events": 0, "transport": "authenticated-cli-per-frame"}
generalgamebench-results/1
exhibition
hosted-rerun-2026-10-05
2026-10-05T21:50:31.662849+00:00
0d33c81deca428d525a5bdeeb0066f0ee9fa8807377f9cb74e7a7a57351a18f9
openai-gpt-6-astra
exhibition
gpt-6-astra
null
atari-breakout
43a5cb23ee776e903e0e4228efebb44f066d3faceb04bb4c6ede046265e39169
[ "coin-run", "dodge-lanes", "doom-basic", "doom-defend-center", "doom-defend-line", "doom-take-cover", "doom-health", "doom-corridor", "doom-home", "doom-predict", "procgen-bigfish", "procgen-bossfight", "procgen-caveflyer", "procgen-chaser", "procgen-climber", "procgen-coinrun", "pro...
[ 3000 ]
0.5.0
authenticated-cli-per-frame
pixels-json-action/2
0
18.125
false
suite-p95-200-v1
200
18,023.869507
9,661.910584
22,389.972
342
43
342
null
1
8
local-unattested
Darwin arm64
Apple M3 Max; 48 GiB RAM; 16 CPU cores; macOS arm64. One hosted model and one game run at a time. Each action starts a fresh authenticated CLI call. CLI startup, image transfer, network time, provider inference and action validation remain in the timer. Provider hardware is not known. Normal desktop tasks can use the s...
0
0
{"engine": "ale-py", "engine_version": "0.12.1", "numpy_version": "1.26.4", "observation": "rendered-rgb-only", "replay": "exact-frame-and-score", "score_range": [0, 864], "seed_policy": "fixed-initial-reset", "simulation": "lockstep", "task_id": "atari-breakout", "task_version": "1"}
{"calls": 342, "observation": "png-only", "prompt_version": "pixels-json-action/2", "requested_model": "gpt-6-astra", "tool_events": 0, "transport": "authenticated-cli-per-frame"}
generalgamebench-results/1
exhibition
hosted-rerun-2026-10-05
2026-10-05T21:50:31.662849+00:00
0d33c81deca428d525a5bdeeb0066f0ee9fa8807377f9cb74e7a7a57351a18f9
openai-gpt-6-astra
exhibition
gpt-6-astra
null
retro-airstriker
43a5cb23ee776e903e0e4228efebb44f066d3faceb04bb4c6ede046265e39169
[ "coin-run", "dodge-lanes", "doom-basic", "doom-defend-center", "doom-defend-line", "doom-take-cover", "doom-health", "doom-corridor", "doom-home", "doom-predict", "procgen-bigfish", "procgen-bossfight", "procgen-caveflyer", "procgen-chaser", "procgen-climber", "procgen-coinrun", "pro...
[ 3000 ]
0.5.0
authenticated-cli-per-frame
pixels-json-action/2
0
18.125
false
suite-p95-200-v1
200
18,023.869507
9,661.910584
22,389.972
342
43
342
null
1
8
local-unattested
Darwin arm64
Apple M3 Max; 48 GiB RAM; 16 CPU cores; macOS arm64. One hosted model and one game run at a time. Each action starts a fresh authenticated CLI call. CLI startup, image transfer, network time, provider inference and action validation remain in the timer. Provider hardware is not known. Normal desktop tasks can use the s...
0
0
{"engine": "stable-retro", "engine_version": "1.0.1", "numpy_version": "1.26.4", "observation": "rendered-rgb-only", "replay": "exact-frame-and-score", "score_range": [0, 10000], "seed_policy": "fixed-initial-reset", "simulation": "lockstep", "task_id": "retro-airstriker", "task_version": "1"}
{"calls": 342, "observation": "png-only", "prompt_version": "pixels-json-action/2", "requested_model": "gpt-6-astra", "tool_events": 0, "transport": "authenticated-cli-per-frame"}
generalgamebench-results/1
exhibition
hosted-rerun-2026-10-05
2026-10-05T21:50:31.662849+00:00
0d33c81deca428d525a5bdeeb0066f0ee9fa8807377f9cb74e7a7a57351a18f9
openai-gpt-6-astra
exhibition
gpt-6-astra
null
nethack-score
43a5cb23ee776e903e0e4228efebb44f066d3faceb04bb4c6ede046265e39169
[ "coin-run", "dodge-lanes", "doom-basic", "doom-defend-center", "doom-defend-line", "doom-take-cover", "doom-health", "doom-corridor", "doom-home", "doom-predict", "procgen-bigfish", "procgen-bossfight", "procgen-caveflyer", "procgen-chaser", "procgen-climber", "procgen-coinrun", "pro...
[ 3000 ]
0.5.0
authenticated-cli-per-frame
pixels-json-action/2
0
18.125
false
suite-p95-200-v1
200
18,023.869507
9,661.910584
22,389.972
342
43
342
null
1
8
local-unattested
Darwin arm64
Apple M3 Max; 48 GiB RAM; 16 CPU cores; macOS arm64. One hosted model and one game run at a time. Each action starts a fresh authenticated CLI call. CLI startup, image transfer, network time, provider inference and action validation remain in the timer. Provider hardware is not known. Normal desktop tasks can use the s...
0
0
{"engine": "nle", "engine_version": "1.3.0", "numpy_version": "1.26.4", "observation": "rendered-rgb-only", "replay": "exact-frame-and-score", "score_range": [0, 1000], "seed_policy": "fixed-initial-reset", "simulation": "lockstep", "task_id": "nethack-score", "task_version": "1"}
{"calls": 342, "observation": "png-only", "prompt_version": "pixels-json-action/2", "requested_model": "gpt-6-astra", "tool_events": 0, "transport": "authenticated-cli-per-frame"}
generalgamebench-results/1
exhibition
hosted-rerun-2026-10-05
2026-10-05T21:50:31.662849+00:00
0d33c81deca428d525a5bdeeb0066f0ee9fa8807377f9cb74e7a7a57351a18f9
openai-gpt-6-astra
exhibition
gpt-6-astra
null
minihack-room
43a5cb23ee776e903e0e4228efebb44f066d3faceb04bb4c6ede046265e39169
[ "coin-run", "dodge-lanes", "doom-basic", "doom-defend-center", "doom-defend-line", "doom-take-cover", "doom-health", "doom-corridor", "doom-home", "doom-predict", "procgen-bigfish", "procgen-bossfight", "procgen-caveflyer", "procgen-chaser", "procgen-climber", "procgen-coinrun", "pro...
[ 3000 ]
0.5.0
authenticated-cli-per-frame
pixels-json-action/2
100
18.125
false
suite-p95-200-v1
200
18,023.869507
9,661.910584
22,389.972
342
43
342
null
1
8
local-unattested
Darwin arm64
Apple M3 Max; 48 GiB RAM; 16 CPU cores; macOS arm64. One hosted model and one game run at a time. Each action starts a fresh authenticated CLI call. CLI startup, image transfer, network time, provider inference and action validation remain in the timer. Provider hardware is not known. Normal desktop tasks can use the s...
0
0
{"engine": "minihack", "engine_version": "1.0.2", "numpy_version": "1.26.4", "observation": "rendered-rgb-only", "replay": "exact-frame-and-score", "score_range": [0, 1], "seed_policy": "fixed-initial-reset", "simulation": "lockstep", "task_id": "minihack-room", "task_version": "1"}
{"calls": 342, "observation": "png-only", "prompt_version": "pixels-json-action/2", "requested_model": "gpt-6-astra", "tool_events": 0, "transport": "authenticated-cli-per-frame"}
generalgamebench-results/1
exhibition
hosted-rerun-2026-10-05
2026-10-05T21:50:31.662849+00:00
0d33c81deca428d525a5bdeeb0066f0ee9fa8807377f9cb74e7a7a57351a18f9
openai-gpt-6-astra
exhibition
gpt-6-astra
null
unity-food-collector
43a5cb23ee776e903e0e4228efebb44f066d3faceb04bb4c6ede046265e39169
[ "coin-run", "dodge-lanes", "doom-basic", "doom-defend-center", "doom-defend-line", "doom-take-cover", "doom-health", "doom-corridor", "doom-home", "doom-predict", "procgen-bigfish", "procgen-bossfight", "procgen-caveflyer", "procgen-chaser", "procgen-climber", "procgen-coinrun", "pro...
[ 3000 ]
0.5.0
authenticated-cli-per-frame
pixels-json-action/2
0
18.125
false
suite-p95-200-v1
200
18,023.869507
9,661.910584
22,389.972
342
43
342
null
1
8
local-unattested
Darwin arm64
Apple M3 Max; 48 GiB RAM; 16 CPU cores; macOS arm64. One hosted model and one game run at a time. Each action starts a fresh authenticated CLI call. CLI startup, image transfer, network time, provider inference and action validation remain in the timer. Provider hardware is not known. Normal desktop tasks can use the s...
0
0
{"assets_sha256": "c28e27b2d3af4391a3e1e95b0871e01a16ef657ee062bb91e7740ac9d0c99be5", "camera_size": [84, 84], "capture_frame_rate": 30, "controlled_agent": "lowest-initial-agent-id", "engine": "mlagents-envs", "engine_version": "1.1.0", "numpy_version": "1.23.5", "observation": "rendered-rgb-only", "peer_policy": "no-...
{"calls": 342, "observation": "png-only", "prompt_version": "pixels-json-action/2", "requested_model": "gpt-6-astra", "tool_events": 0, "transport": "authenticated-cli-per-frame"}
generalgamebench-results/1
exhibition
hosted-rerun-2026-10-05
2026-10-05T21:50:31.662849+00:00
0d33c81deca428d525a5bdeeb0066f0ee9fa8807377f9cb74e7a7a57351a18f9
openai-gpt-6-astra
exhibition
gpt-6-astra
null
football-empty-goal
43a5cb23ee776e903e0e4228efebb44f066d3faceb04bb4c6ede046265e39169
[ "coin-run", "dodge-lanes", "doom-basic", "doom-defend-center", "doom-defend-line", "doom-take-cover", "doom-health", "doom-corridor", "doom-home", "doom-predict", "procgen-bigfish", "procgen-bossfight", "procgen-caveflyer", "procgen-chaser", "procgen-climber", "procgen-coinrun", "pro...
[ 3000 ]
0.5.0
authenticated-cli-per-frame
pixels-json-action/2
0
18.125
false
suite-p95-200-v1
200
18,023.869507
9,661.910584
22,389.972
342
43
342
null
1
8
local-unattested
Darwin arm64
Apple M3 Max; 48 GiB RAM; 16 CPU cores; macOS arm64. One hosted model and one game run at a time. Each action starts a fresh authenticated CLI call. CLI startup, image transfer, network time, provider inference and action validation remain in the timer. Provider hardware is not known. Normal desktop tasks can use the s...
0
0
{"camera_size": [320, 180], "container_architecture": "arm64", "container_image": "sha256:8774faa312fa0791f01966ef3152d23c012dda5117fd01366972a0bebfc13635", "control_policy": "release movement and shot before each decision", "engine": "gfootball", "engine_revision": "ba9952130898bde2879b01ff2b49d3d48d26ce81", "engine_v...
{"calls": 342, "observation": "png-only", "prompt_version": "pixels-json-action/2", "requested_model": "gpt-6-astra", "tool_events": 0, "transport": "authenticated-cli-per-frame"}
generalgamebench-results/1
exhibition
hosted-rerun-2026-10-05
2026-10-05T21:50:31.662849+00:00
0d33c81deca428d525a5bdeeb0066f0ee9fa8807377f9cb74e7a7a57351a18f9
openai-gpt-6-astra
exhibition
gpt-6-astra
null
supertuxkart-lighthouse
43a5cb23ee776e903e0e4228efebb44f066d3faceb04bb4c6ede046265e39169
[ "coin-run", "dodge-lanes", "doom-basic", "doom-defend-center", "doom-defend-line", "doom-take-cover", "doom-health", "doom-corridor", "doom-home", "doom-predict", "procgen-bigfish", "procgen-bossfight", "procgen-caveflyer", "procgen-chaser", "procgen-climber", "procgen-coinrun", "pro...
[ 3000 ]
0.5.0
authenticated-cli-per-frame
pixels-json-action/2
1.362
18.125
false
suite-p95-200-v1
200
18,023.869507
9,661.910584
22,389.972
342
43
342
null
1
8
local-unattested
Darwin arm64
Apple M3 Max; 48 GiB RAM; 16 CPU cores; macOS arm64. One hosted model and one game run at a time. Each action starts a fresh authenticated CLI call. CLI startup, image transfer, network time, provider inference and action validation remain in the timer. Provider hardware is not known. Normal desktop tasks can use the s...
0
0
{"assets_sha256": "56cd754653224efde4a40aef0400a71f03f72f18d2c35a89896db052dc096b23", "camera_size": [320, 240], "container_architecture": "arm64", "container_image": "sha256:257166494f158e6b5b3441d4b52f99b83e8cef4ff60c6ce5b333251aa7cf4738", "engine": "PySuperTuxKart2", "engine_revision": "dd70f6823f248ae1df2ce513839a9...
{"calls": 342, "observation": "png-only", "prompt_version": "pixels-json-action/2", "requested_model": "gpt-6-astra", "tool_events": 0, "transport": "authenticated-cli-per-frame"}
generalgamebench-results/1
exhibition
hosted-rerun-2026-10-05
2026-10-05T21:50:31.662849+00:00
0d33c81deca428d525a5bdeeb0066f0ee9fa8807377f9cb74e7a7a57351a18f9
openai-gpt-6-astra
exhibition
gpt-6-astra
null
luanti-chop-tree
43a5cb23ee776e903e0e4228efebb44f066d3faceb04bb4c6ede046265e39169
[ "coin-run", "dodge-lanes", "doom-basic", "doom-defend-center", "doom-defend-line", "doom-take-cover", "doom-health", "doom-corridor", "doom-home", "doom-predict", "procgen-bigfish", "procgen-bossfight", "procgen-caveflyer", "procgen-chaser", "procgen-climber", "procgen-coinrun", "pro...
[ 3000 ]
0.5.0
authenticated-cli-per-frame
pixels-json-action/2
0
18.125
false
suite-p95-200-v1
200
18,023.869507
9,661.910584
22,389.972
342
43
342
null
1
8
local-unattested
Darwin arm64
Apple M3 Max; 48 GiB RAM; 16 CPU cores; macOS arm64. One hosted model and one game run at a time. Each action starts a fresh authenticated CLI call. CLI startup, image transfer, network time, provider inference and action validation remain in the timer. Provider hardware is not known. Normal desktop tasks can use the s...
0
0
{"camera_size": [64, 64], "container_architecture": "arm64", "container_image": "sha256:f3f2df899b8709a904350472825f3253fd1a46a8d913322634a604e389fbb0fe", "engine": "craftium", "engine_revision": "8cffe4176e793f78d00b17fa7e46ccf333a7b5b0", "engine_variant": "serial-lockstep-v2", "engine_version": "0.0.1", "mesh_generat...
{"calls": 342, "observation": "png-only", "prompt_version": "pixels-json-action/2", "requested_model": "gpt-6-astra", "tool_events": 0, "transport": "authenticated-cli-per-frame"}
generalgamebench-results/1
exhibition
hosted-rerun-2026-10-05
2026-10-05T21:50:31.662849+00:00
0d33c81deca428d525a5bdeeb0066f0ee9fa8807377f9cb74e7a7a57351a18f9
openai-gpt-6-astra
exhibition
gpt-6-astra
null
supertux-first-coin
43a5cb23ee776e903e0e4228efebb44f066d3faceb04bb4c6ede046265e39169
[ "coin-run", "dodge-lanes", "doom-basic", "doom-defend-center", "doom-defend-line", "doom-take-cover", "doom-health", "doom-corridor", "doom-home", "doom-predict", "procgen-bigfish", "procgen-bossfight", "procgen-caveflyer", "procgen-chaser", "procgen-climber", "procgen-coinrun", "pro...
[ 3000 ]
0.5.0
authenticated-cli-per-frame
pixels-json-action/2
0
18.125
false
suite-p95-200-v1
200
18,023.869507
9,661.910584
22,389.972
342
43
342
null
1
8
local-unattested
Darwin arm64
Apple M3 Max; 48 GiB RAM; 16 CPU cores; macOS arm64. One hosted model and one game run at a time. Each action starts a fresh authenticated CLI call. CLI startup, image transfer, network time, provider inference and action validation remain in the timer. Provider hardware is not known. Normal desktop tasks can use the s...
0
0
{"camera_size": [640, 480], "container_architecture": "arm64", "container_image": "sha256:b3f936e8da2a38c0eab38ea1acfe56c1c47829cbe1f288775a135f0a67faadbf", "engine": "SuperTux", "engine_revision": "c1ddb4f28c54de77f07aa9965231a91c0ed06708", "engine_variant": "native-lockstep-v1", "engine_version": "0.6.3+ggbench1", "f...
{"calls": 342, "observation": "png-only", "prompt_version": "pixels-json-action/2", "requested_model": "gpt-6-astra", "tool_events": 0, "transport": "authenticated-cli-per-frame"}
generalgamebench-results/1
exhibition
hosted-rerun-2026-10-05
2026-10-05T21:50:31.662849+00:00
0d33c81deca428d525a5bdeeb0066f0ee9fa8807377f9cb74e7a7a57351a18f9
openai-gpt-6-astra
exhibition
gpt-6-astra
null
dcss-first-experience
43a5cb23ee776e903e0e4228efebb44f066d3faceb04bb4c6ede046265e39169
[ "coin-run", "dodge-lanes", "doom-basic", "doom-defend-center", "doom-defend-line", "doom-take-cover", "doom-health", "doom-corridor", "doom-home", "doom-predict", "procgen-bigfish", "procgen-bossfight", "procgen-caveflyer", "procgen-chaser", "procgen-climber", "procgen-coinrun", "pro...
[ 3000 ]
0.5.0
authenticated-cli-per-frame
pixels-json-action/2
0
18.125
false
suite-p95-200-v1
200
18,023.869507
9,661.910584
22,389.972
342
43
342
null
1
8
local-unattested
Darwin arm64
Apple M3 Max; 48 GiB RAM; 16 CPU cores; macOS arm64. One hosted model and one game run at a time. Each action starts a fresh authenticated CLI call. CLI startup, image transfer, network time, provider inference and action validation remain in the timer. Provider hardware is not known. Normal desktop tasks can use the s...
0
0
{"camera_size": [800, 600], "container_architecture": "arm64", "container_image": "sha256:942c43c70e0682b3d612e7c0b6e42eb8b35aeef42aad8bb77982bbbad4d617b8", "control_policy": "one native key per decision; no auto-explore or auto-fight", "engine": "DCSS", "engine_revision": "19cb0921cbcb6463fcedd1bb06636446c50b1905", "e...
{"calls": 342, "observation": "png-only", "prompt_version": "pixels-json-action/2", "requested_model": "gpt-6-astra", "tool_events": 0, "transport": "authenticated-cli-per-frame"}
generalgamebench-results/1
exhibition
hosted-rerun-2026-10-05
2026-10-05T21:50:31.662849+00:00
0d33c81deca428d525a5bdeeb0066f0ee9fa8807377f9cb74e7a7a57351a18f9
openai-gpt-6-astra
exhibition
gpt-6-astra
null
openttd-first-road
43a5cb23ee776e903e0e4228efebb44f066d3faceb04bb4c6ede046265e39169
[ "coin-run", "dodge-lanes", "doom-basic", "doom-defend-center", "doom-defend-line", "doom-take-cover", "doom-health", "doom-corridor", "doom-home", "doom-predict", "procgen-bigfish", "procgen-bossfight", "procgen-caveflyer", "procgen-chaser", "procgen-climber", "procgen-coinrun", "pro...
[ 3000 ]
0.5.0
authenticated-cli-per-frame
pixels-json-action/2
0
18.125
false
suite-p95-200-v1
200
18,023.869507
9,661.910584
22,389.972
342
43
342
null
1
8
local-unattested
Darwin arm64
Apple M3 Max; 48 GiB RAM; 16 CPU cores; macOS arm64. One hosted model and one game run at a time. Each action starts a fresh authenticated CLI call. CLI startup, image transfer, network time, provider inference and action validation remain in the timer. Provider hardware is not known. Normal desktop tasks can use the s...
0
0
{"camera_size": [800, 600], "container_architecture": "arm64", "container_image": "sha256:227f7a13d0f6a96f2574ac0b428755101ad54def2217d629d08d059f4e2996b0", "cursor_step_pixels": 32, "engine": "OpenTTD", "engine_revision": "14ec60f248547d4d062a1160f0fc26d742319888", "engine_variant": "native-lockstep-v1", "engine_versi...
{"calls": 342, "observation": "png-only", "prompt_version": "pixels-json-action/2", "requested_model": "gpt-6-astra", "tool_events": 0, "transport": "authenticated-cli-per-frame"}
generalgamebench-results/1
exhibition
hosted-rerun-2026-10-05
2026-10-05T21:50:31.662849+00:00
0d33c81deca428d525a5bdeeb0066f0ee9fa8807377f9cb74e7a7a57351a18f9
openai-gpt-6-astra
exhibition
gpt-6-astra
null
mindustry-copper
43a5cb23ee776e903e0e4228efebb44f066d3faceb04bb4c6ede046265e39169
[ "coin-run", "dodge-lanes", "doom-basic", "doom-defend-center", "doom-defend-line", "doom-take-cover", "doom-health", "doom-corridor", "doom-home", "doom-predict", "procgen-bigfish", "procgen-bossfight", "procgen-caveflyer", "procgen-chaser", "procgen-climber", "procgen-coinrun", "pro...
[ 3000 ]
0.5.0
authenticated-cli-per-frame
pixels-json-action/2
0
18.125
false
suite-p95-200-v1
200
18,023.869507
9,661.910584
22,389.972
342
43
342
null
1
8
local-unattested
Darwin arm64
Apple M3 Max; 48 GiB RAM; 16 CPU cores; macOS arm64. One hosted model and one game run at a time. Each action starts a fresh authenticated CLI call. CLI startup, image transfer, network time, provider inference and action validation remain in the timer. Provider hardware is not known. Normal desktop tasks can use the s...
0
0
{"camera_size": [960, 640], "container_architecture": "arm64", "container_image": "sha256:90468c4e5dde3dfaf18e1ec5fe337b4d32906271d3a7be899efd5b87756082a2", "cursor_step_pixels": 32, "engine": "Mindustry", "engine_revision": "067c720a8817c1c9fb586c03898a7d948caaed56", "engine_variant": "native-lockstep-v1", "engine_ver...
{"calls": 342, "observation": "png-only", "prompt_version": "pixels-json-action/2", "requested_model": "gpt-6-astra", "tool_events": 0, "transport": "authenticated-cli-per-frame"}
generalgamebench-results/1
exhibition
hosted-rerun-2026-10-05
2026-10-05T21:50:31.662849+00:00
0d33c81deca428d525a5bdeeb0066f0ee9fa8807377f9cb74e7a7a57351a18f9
openai-gpt-6-astra
exhibition
gpt-6-astra
null
cdda-first-weapon
43a5cb23ee776e903e0e4228efebb44f066d3faceb04bb4c6ede046265e39169
[ "coin-run", "dodge-lanes", "doom-basic", "doom-defend-center", "doom-defend-line", "doom-take-cover", "doom-health", "doom-corridor", "doom-home", "doom-predict", "procgen-bigfish", "procgen-bossfight", "procgen-caveflyer", "procgen-chaser", "procgen-climber", "procgen-coinrun", "pro...
[ 3000 ]
0.5.0
authenticated-cli-per-frame
pixels-json-action/2
0
18.125
false
suite-p95-200-v1
200
18,023.869507
9,661.910584
22,389.972
342
43
342
null
1
8
local-unattested
Darwin arm64
Apple M3 Max; 48 GiB RAM; 16 CPU cores; macOS arm64. One hosted model and one game run at a time. Each action starts a fresh authenticated CLI call. CLI startup, image transfer, network time, provider inference and action validation remain in the timer. Provider hardware is not known. Normal desktop tasks can use the s...
0
0
{"camera_size": [960, 640], "container_architecture": "arm64", "container_image": "sha256:eee69b35296e92b6ddc84a9ffbf737ab66ab48ae42dbbc3f1ee8e236b97c1b1f", "control_policy": "one native key per decision; tutorial popups remain visible", "engine": "Cataclysm: Dark Days Ahead", "engine_revision": "7b2efa5cea38e4d4d97dd0...
{"calls": 342, "observation": "png-only", "prompt_version": "pixels-json-action/2", "requested_model": "gpt-6-astra", "tool_events": 0, "transport": "authenticated-cli-per-frame"}
generalgamebench-results/1
exhibition
hosted-rerun-2026-10-05
2026-10-05T21:50:31.662849+00:00
0d33c81deca428d525a5bdeeb0066f0ee9fa8807377f9cb74e7a7a57351a18f9
openai-gpt-6-astra
exhibition
gpt-6-astra
null
warzone-first-derrick
43a5cb23ee776e903e0e4228efebb44f066d3faceb04bb4c6ede046265e39169
[ "coin-run", "dodge-lanes", "doom-basic", "doom-defend-center", "doom-defend-line", "doom-take-cover", "doom-health", "doom-corridor", "doom-home", "doom-predict", "procgen-bigfish", "procgen-bossfight", "procgen-caveflyer", "procgen-chaser", "procgen-climber", "procgen-coinrun", "pro...
[ 3000 ]
0.5.0
authenticated-cli-per-frame
pixels-json-action/2
0
18.125
false
suite-p95-200-v1
200
18,023.869507
9,661.910584
22,389.972
342
43
342
null
1
8
local-unattested
Darwin arm64
Apple M3 Max; 48 GiB RAM; 16 CPU cores; macOS arm64. One hosted model and one game run at a time. Each action starts a fresh authenticated CLI call. CLI startup, image transfer, network time, provider inference and action validation remain in the timer. Provider hardware is not known. Normal desktop tasks can use the s...
0
0
{"camera_size": [960, 640], "container_architecture": "arm64", "container_image": "sha256:c2c0aee72affd4e5d5be6aa03659c533e3c968365e0f62eccf1f9fbdd30f6c22", "cursor_step_pixels": 32, "engine": "Warzone 2100", "engine_revision": "7d3d8e51a61ceee89e6bf672a41337e1a9cd7392", "engine_variant": "native-lockstep-v1", "engine_...
{"calls": 342, "observation": "png-only", "prompt_version": "pixels-json-action/2", "requested_model": "gpt-6-astra", "tool_events": 0, "transport": "authenticated-cli-per-frame"}
generalgamebench-results/1
exhibition
hosted-rerun-2026-10-05
2026-10-05T21:50:31.662849+00:00
0d33c81deca428d525a5bdeeb0066f0ee9fa8807377f9cb74e7a7a57351a18f9
claude-claude-opus-5-1m-
exhibition
claude-opus-5[1m]
null
coin-run
43a5cb23ee776e903e0e4228efebb44f066d3faceb04bb4c6ede046265e39169
[ "coin-run", "dodge-lanes", "doom-basic", "doom-defend-center", "doom-defend-line", "doom-take-cover", "doom-health", "doom-corridor", "doom-home", "doom-predict", "procgen-bigfish", "procgen-bossfight", "procgen-caveflyer", "procgen-chaser", "procgen-climber", "procgen-coinrun", "pro...
[ 3000 ]
0.5.0
authenticated-cli-per-frame
pixels-json-action/2
100
17.998
false
suite-p95-200-v1
200
3,273.090392
2,353.58125
9,040.905333
340
43
340
null
1
8
local-unattested
Darwin arm64
Apple M3 Max; 48 GiB RAM; 16 CPU cores; macOS arm64. One hosted model and one game run at a time. Each action starts a fresh authenticated CLI call. CLI startup, image transfer, network time, provider inference and action validation remain in the timer. Provider hardware is not known. Normal desktop tasks can use the s...
0
0
{}
{"calls": 340, "observation": "png-only", "prompt_version": "pixels-json-action/2", "requested_model": "claude-opus-5[1m]", "resolved_models": ["claude-opus-5[1m]"], "tool_events": 0, "transport": "authenticated-cli-per-frame"}
generalgamebench-results/1
exhibition
hosted-rerun-2026-10-05
2026-10-05T21:50:31.662849+00:00
0d33c81deca428d525a5bdeeb0066f0ee9fa8807377f9cb74e7a7a57351a18f9
claude-claude-opus-5-1m-
exhibition
claude-opus-5[1m]
null
dodge-lanes
43a5cb23ee776e903e0e4228efebb44f066d3faceb04bb4c6ede046265e39169
[ "coin-run", "dodge-lanes", "doom-basic", "doom-defend-center", "doom-defend-line", "doom-take-cover", "doom-health", "doom-corridor", "doom-home", "doom-predict", "procgen-bigfish", "procgen-bossfight", "procgen-caveflyer", "procgen-chaser", "procgen-climber", "procgen-coinrun", "pro...
[ 3000 ]
0.5.0
authenticated-cli-per-frame
pixels-json-action/2
100
17.998
false
suite-p95-200-v1
200
3,273.090392
2,353.58125
9,040.905333
340
43
340
null
1
8
local-unattested
Darwin arm64
Apple M3 Max; 48 GiB RAM; 16 CPU cores; macOS arm64. One hosted model and one game run at a time. Each action starts a fresh authenticated CLI call. CLI startup, image transfer, network time, provider inference and action validation remain in the timer. Provider hardware is not known. Normal desktop tasks can use the s...
0
0
{}
{"calls": 340, "observation": "png-only", "prompt_version": "pixels-json-action/2", "requested_model": "claude-opus-5[1m]", "resolved_models": ["claude-opus-5[1m]"], "tool_events": 0, "transport": "authenticated-cli-per-frame"}
generalgamebench-results/1
exhibition
hosted-rerun-2026-10-05
2026-10-05T21:50:31.662849+00:00
0d33c81deca428d525a5bdeeb0066f0ee9fa8807377f9cb74e7a7a57351a18f9
claude-claude-opus-5-1m-
exhibition
claude-opus-5[1m]
null
doom-basic
43a5cb23ee776e903e0e4228efebb44f066d3faceb04bb4c6ede046265e39169
[ "coin-run", "dodge-lanes", "doom-basic", "doom-defend-center", "doom-defend-line", "doom-take-cover", "doom-health", "doom-corridor", "doom-home", "doom-predict", "procgen-bigfish", "procgen-bossfight", "procgen-caveflyer", "procgen-chaser", "procgen-climber", "procgen-coinrun", "pro...
[ 3000 ]
0.5.0
authenticated-cli-per-frame
pixels-json-action/2
66.19
17.998
false
suite-p95-200-v1
200
3,273.090392
2,353.58125
9,040.905333
340
43
340
null
1
8
local-unattested
Darwin arm64
Apple M3 Max; 48 GiB RAM; 16 CPU cores; macOS arm64. One hosted model and one game run at a time. Each action starts a fresh authenticated CLI call. CLI startup, image transfer, network time, provider inference and action validation remain in the timer. Provider hardware is not known. Normal desktop tasks can use the s...
0
0
{}
{"calls": 340, "observation": "png-only", "prompt_version": "pixels-json-action/2", "requested_model": "claude-opus-5[1m]", "resolved_models": ["claude-opus-5[1m]"], "tool_events": 0, "transport": "authenticated-cli-per-frame"}
generalgamebench-results/1
exhibition
hosted-rerun-2026-10-05
2026-10-05T21:50:31.662849+00:00
0d33c81deca428d525a5bdeeb0066f0ee9fa8807377f9cb74e7a7a57351a18f9
claude-claude-opus-5-1m-
exhibition
claude-opus-5[1m]
null
doom-defend-center
43a5cb23ee776e903e0e4228efebb44f066d3faceb04bb4c6ede046265e39169
[ "coin-run", "dodge-lanes", "doom-basic", "doom-defend-center", "doom-defend-line", "doom-take-cover", "doom-health", "doom-corridor", "doom-home", "doom-predict", "procgen-bigfish", "procgen-bossfight", "procgen-caveflyer", "procgen-chaser", "procgen-climber", "procgen-coinrun", "pro...
[ 3000 ]
0.5.0
authenticated-cli-per-frame
pixels-json-action/2
4.762
17.998
false
suite-p95-200-v1
200
3,273.090392
2,353.58125
9,040.905333
340
43
340
null
1
8
local-unattested
Darwin arm64
Apple M3 Max; 48 GiB RAM; 16 CPU cores; macOS arm64. One hosted model and one game run at a time. Each action starts a fresh authenticated CLI call. CLI startup, image transfer, network time, provider inference and action validation remain in the timer. Provider hardware is not known. Normal desktop tasks can use the s...
0
0
{}
{"calls": 340, "observation": "png-only", "prompt_version": "pixels-json-action/2", "requested_model": "claude-opus-5[1m]", "resolved_models": ["claude-opus-5[1m]"], "tool_events": 0, "transport": "authenticated-cli-per-frame"}
generalgamebench-results/1
exhibition
hosted-rerun-2026-10-05
2026-10-05T21:50:31.662849+00:00
0d33c81deca428d525a5bdeeb0066f0ee9fa8807377f9cb74e7a7a57351a18f9
claude-claude-opus-5-1m-
exhibition
claude-opus-5[1m]
null
doom-defend-line
43a5cb23ee776e903e0e4228efebb44f066d3faceb04bb4c6ede046265e39169
[ "coin-run", "dodge-lanes", "doom-basic", "doom-defend-center", "doom-defend-line", "doom-take-cover", "doom-health", "doom-corridor", "doom-home", "doom-predict", "procgen-bigfish", "procgen-bossfight", "procgen-caveflyer", "procgen-chaser", "procgen-climber", "procgen-coinrun", "pro...
[ 3000 ]
0.5.0
authenticated-cli-per-frame
pixels-json-action/2
9.524
17.998
false
suite-p95-200-v1
200
3,273.090392
2,353.58125
9,040.905333
340
43
340
null
1
8
local-unattested
Darwin arm64
Apple M3 Max; 48 GiB RAM; 16 CPU cores; macOS arm64. One hosted model and one game run at a time. Each action starts a fresh authenticated CLI call. CLI startup, image transfer, network time, provider inference and action validation remain in the timer. Provider hardware is not known. Normal desktop tasks can use the s...
0
0
{}
{"calls": 340, "observation": "png-only", "prompt_version": "pixels-json-action/2", "requested_model": "claude-opus-5[1m]", "resolved_models": ["claude-opus-5[1m]"], "tool_events": 0, "transport": "authenticated-cli-per-frame"}
generalgamebench-results/1
exhibition
hosted-rerun-2026-10-05
2026-10-05T21:50:31.662849+00:00
0d33c81deca428d525a5bdeeb0066f0ee9fa8807377f9cb74e7a7a57351a18f9
claude-claude-opus-5-1m-
exhibition
claude-opus-5[1m]
null
doom-take-cover
43a5cb23ee776e903e0e4228efebb44f066d3faceb04bb4c6ede046265e39169
[ "coin-run", "dodge-lanes", "doom-basic", "doom-defend-center", "doom-defend-line", "doom-take-cover", "doom-health", "doom-corridor", "doom-home", "doom-predict", "procgen-bigfish", "procgen-bossfight", "procgen-caveflyer", "procgen-chaser", "procgen-climber", "procgen-coinrun", "pro...
[ 3000 ]
0.5.0
authenticated-cli-per-frame
pixels-json-action/2
100
17.998
false
suite-p95-200-v1
200
3,273.090392
2,353.58125
9,040.905333
340
43
340
null
1
8
local-unattested
Darwin arm64
Apple M3 Max; 48 GiB RAM; 16 CPU cores; macOS arm64. One hosted model and one game run at a time. Each action starts a fresh authenticated CLI call. CLI startup, image transfer, network time, provider inference and action validation remain in the timer. Provider hardware is not known. Normal desktop tasks can use the s...
0
0
{}
{"calls": 340, "observation": "png-only", "prompt_version": "pixels-json-action/2", "requested_model": "claude-opus-5[1m]", "resolved_models": ["claude-opus-5[1m]"], "tool_events": 0, "transport": "authenticated-cli-per-frame"}
generalgamebench-results/1
exhibition
hosted-rerun-2026-10-05
2026-10-05T21:50:31.662849+00:00
0d33c81deca428d525a5bdeeb0066f0ee9fa8807377f9cb74e7a7a57351a18f9
claude-claude-opus-5-1m-
exhibition
claude-opus-5[1m]
null
doom-health
43a5cb23ee776e903e0e4228efebb44f066d3faceb04bb4c6ede046265e39169
[ "coin-run", "dodge-lanes", "doom-basic", "doom-defend-center", "doom-defend-line", "doom-take-cover", "doom-health", "doom-corridor", "doom-home", "doom-predict", "procgen-bigfish", "procgen-bossfight", "procgen-caveflyer", "procgen-chaser", "procgen-climber", "procgen-coinrun", "pro...
[ 3000 ]
0.5.0
authenticated-cli-per-frame
pixels-json-action/2
100
17.998
false
suite-p95-200-v1
200
3,273.090392
2,353.58125
9,040.905333
340
43
340
null
1
8
local-unattested
Darwin arm64
Apple M3 Max; 48 GiB RAM; 16 CPU cores; macOS arm64. One hosted model and one game run at a time. Each action starts a fresh authenticated CLI call. CLI startup, image transfer, network time, provider inference and action validation remain in the timer. Provider hardware is not known. Normal desktop tasks can use the s...
0
0
{}
{"calls": 340, "observation": "png-only", "prompt_version": "pixels-json-action/2", "requested_model": "claude-opus-5[1m]", "resolved_models": ["claude-opus-5[1m]"], "tool_events": 0, "transport": "authenticated-cli-per-frame"}
generalgamebench-results/1
exhibition
hosted-rerun-2026-10-05
2026-10-05T21:50:31.662849+00:00
0d33c81deca428d525a5bdeeb0066f0ee9fa8807377f9cb74e7a7a57351a18f9
claude-claude-opus-5-1m-
exhibition
claude-opus-5[1m]
null
doom-corridor
43a5cb23ee776e903e0e4228efebb44f066d3faceb04bb4c6ede046265e39169
[ "coin-run", "dodge-lanes", "doom-basic", "doom-defend-center", "doom-defend-line", "doom-take-cover", "doom-health", "doom-corridor", "doom-home", "doom-predict", "procgen-bigfish", "procgen-bossfight", "procgen-caveflyer", "procgen-chaser", "procgen-climber", "procgen-coinrun", "pro...
[ 3000 ]
0.5.0
authenticated-cli-per-frame
pixels-json-action/2
9.091
17.998
false
suite-p95-200-v1
200
3,273.090392
2,353.58125
9,040.905333
340
43
340
null
1
8
local-unattested
Darwin arm64
Apple M3 Max; 48 GiB RAM; 16 CPU cores; macOS arm64. One hosted model and one game run at a time. Each action starts a fresh authenticated CLI call. CLI startup, image transfer, network time, provider inference and action validation remain in the timer. Provider hardware is not known. Normal desktop tasks can use the s...
0
0
{}
{"calls": 340, "observation": "png-only", "prompt_version": "pixels-json-action/2", "requested_model": "claude-opus-5[1m]", "resolved_models": ["claude-opus-5[1m]"], "tool_events": 0, "transport": "authenticated-cli-per-frame"}
generalgamebench-results/1
exhibition
hosted-rerun-2026-10-05
2026-10-05T21:50:31.662849+00:00
0d33c81deca428d525a5bdeeb0066f0ee9fa8807377f9cb74e7a7a57351a18f9
claude-claude-opus-5-1m-
exhibition
claude-opus-5[1m]
null
doom-home
43a5cb23ee776e903e0e4228efebb44f066d3faceb04bb4c6ede046265e39169
[ "coin-run", "dodge-lanes", "doom-basic", "doom-defend-center", "doom-defend-line", "doom-take-cover", "doom-health", "doom-corridor", "doom-home", "doom-predict", "procgen-bigfish", "procgen-bossfight", "procgen-caveflyer", "procgen-chaser", "procgen-climber", "procgen-coinrun", "pro...
[ 3000 ]
0.5.0
authenticated-cli-per-frame
pixels-json-action/2
0
17.998
false
suite-p95-200-v1
200
3,273.090392
2,353.58125
9,040.905333
340
43
340
null
1
8
local-unattested
Darwin arm64
Apple M3 Max; 48 GiB RAM; 16 CPU cores; macOS arm64. One hosted model and one game run at a time. Each action starts a fresh authenticated CLI call. CLI startup, image transfer, network time, provider inference and action validation remain in the timer. Provider hardware is not known. Normal desktop tasks can use the s...
0
0
{}
{"calls": 340, "observation": "png-only", "prompt_version": "pixels-json-action/2", "requested_model": "claude-opus-5[1m]", "resolved_models": ["claude-opus-5[1m]"], "tool_events": 0, "transport": "authenticated-cli-per-frame"}
generalgamebench-results/1
exhibition
hosted-rerun-2026-10-05
2026-10-05T21:50:31.662849+00:00
0d33c81deca428d525a5bdeeb0066f0ee9fa8807377f9cb74e7a7a57351a18f9
claude-claude-opus-5-1m-
exhibition
claude-opus-5[1m]
null
doom-predict
43a5cb23ee776e903e0e4228efebb44f066d3faceb04bb4c6ede046265e39169
[ "coin-run", "dodge-lanes", "doom-basic", "doom-defend-center", "doom-defend-line", "doom-take-cover", "doom-health", "doom-corridor", "doom-home", "doom-predict", "procgen-bigfish", "procgen-bossfight", "procgen-caveflyer", "procgen-chaser", "procgen-climber", "procgen-coinrun", "pro...
[ 3000 ]
0.5.0
authenticated-cli-per-frame
pixels-json-action/2
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17.998
false
suite-p95-200-v1
200
3,273.090392
2,353.58125
9,040.905333
340
43
340
null
1
8
local-unattested
Darwin arm64
Apple M3 Max; 48 GiB RAM; 16 CPU cores; macOS arm64. One hosted model and one game run at a time. Each action starts a fresh authenticated CLI call. CLI startup, image transfer, network time, provider inference and action validation remain in the timer. Provider hardware is not known. Normal desktop tasks can use the s...
0
0
{}
{"calls": 340, "observation": "png-only", "prompt_version": "pixels-json-action/2", "requested_model": "claude-opus-5[1m]", "resolved_models": ["claude-opus-5[1m]"], "tool_events": 0, "transport": "authenticated-cli-per-frame"}
generalgamebench-results/1
exhibition
hosted-rerun-2026-10-05
2026-10-05T21:50:31.662849+00:00
0d33c81deca428d525a5bdeeb0066f0ee9fa8807377f9cb74e7a7a57351a18f9
claude-claude-opus-5-1m-
exhibition
claude-opus-5[1m]
null
procgen-bigfish
43a5cb23ee776e903e0e4228efebb44f066d3faceb04bb4c6ede046265e39169
[ "coin-run", "dodge-lanes", "doom-basic", "doom-defend-center", "doom-defend-line", "doom-take-cover", "doom-health", "doom-corridor", "doom-home", "doom-predict", "procgen-bigfish", "procgen-bossfight", "procgen-caveflyer", "procgen-chaser", "procgen-climber", "procgen-coinrun", "pro...
[ 3000 ]
0.5.0
authenticated-cli-per-frame
pixels-json-action/2
0
17.998
false
suite-p95-200-v1
200
3,273.090392
2,353.58125
9,040.905333
340
43
340
null
1
8
local-unattested
Darwin arm64
Apple M3 Max; 48 GiB RAM; 16 CPU cores; macOS arm64. One hosted model and one game run at a time. Each action starts a fresh authenticated CLI call. CLI startup, image transfer, network time, provider inference and action validation remain in the timer. Provider hardware is not known. Normal desktop tasks can use the s...
0
0
{"engine": "procgen", "engine_version": "0.10.7", "numpy_version": "1.26.4", "observation": "rendered-rgb-only", "replay": "exact-frame-and-score", "score_range": [1, 40], "seed_policy": "fixed-initial-reset", "simulation": "lockstep", "task_id": "procgen-bigfish", "task_version": "1"}
{"calls": 340, "observation": "png-only", "prompt_version": "pixels-json-action/2", "requested_model": "claude-opus-5[1m]", "resolved_models": ["claude-opus-5[1m]"], "tool_events": 0, "transport": "authenticated-cli-per-frame"}
generalgamebench-results/1
exhibition
hosted-rerun-2026-10-05
2026-10-05T21:50:31.662849+00:00
0d33c81deca428d525a5bdeeb0066f0ee9fa8807377f9cb74e7a7a57351a18f9
claude-claude-opus-5-1m-
exhibition
claude-opus-5[1m]
null
procgen-bossfight
43a5cb23ee776e903e0e4228efebb44f066d3faceb04bb4c6ede046265e39169
[ "coin-run", "dodge-lanes", "doom-basic", "doom-defend-center", "doom-defend-line", "doom-take-cover", "doom-health", "doom-corridor", "doom-home", "doom-predict", "procgen-bigfish", "procgen-bossfight", "procgen-caveflyer", "procgen-chaser", "procgen-climber", "procgen-coinrun", "pro...
[ 3000 ]
0.5.0
authenticated-cli-per-frame
pixels-json-action/2
0
17.998
false
suite-p95-200-v1
200
3,273.090392
2,353.58125
9,040.905333
340
43
340
null
1
8
local-unattested
Darwin arm64
Apple M3 Max; 48 GiB RAM; 16 CPU cores; macOS arm64. One hosted model and one game run at a time. Each action starts a fresh authenticated CLI call. CLI startup, image transfer, network time, provider inference and action validation remain in the timer. Provider hardware is not known. Normal desktop tasks can use the s...
0
0
{"engine": "procgen", "engine_version": "0.10.7", "numpy_version": "1.26.4", "observation": "rendered-rgb-only", "replay": "exact-frame-and-score", "score_range": [0.5, 13], "seed_policy": "fixed-initial-reset", "simulation": "lockstep", "task_id": "procgen-bossfight", "task_version": "1"}
{"calls": 340, "observation": "png-only", "prompt_version": "pixels-json-action/2", "requested_model": "claude-opus-5[1m]", "resolved_models": ["claude-opus-5[1m]"], "tool_events": 0, "transport": "authenticated-cli-per-frame"}
generalgamebench-results/1
exhibition
hosted-rerun-2026-10-05
2026-10-05T21:50:31.662849+00:00
0d33c81deca428d525a5bdeeb0066f0ee9fa8807377f9cb74e7a7a57351a18f9
claude-claude-opus-5-1m-
exhibition
claude-opus-5[1m]
null
procgen-caveflyer
43a5cb23ee776e903e0e4228efebb44f066d3faceb04bb4c6ede046265e39169
[ "coin-run", "dodge-lanes", "doom-basic", "doom-defend-center", "doom-defend-line", "doom-take-cover", "doom-health", "doom-corridor", "doom-home", "doom-predict", "procgen-bigfish", "procgen-bossfight", "procgen-caveflyer", "procgen-chaser", "procgen-climber", "procgen-coinrun", "pro...
[ 3000 ]
0.5.0
authenticated-cli-per-frame
pixels-json-action/2
0
17.998
false
suite-p95-200-v1
200
3,273.090392
2,353.58125
9,040.905333
340
43
340
null
1
8
local-unattested
Darwin arm64
Apple M3 Max; 48 GiB RAM; 16 CPU cores; macOS arm64. One hosted model and one game run at a time. Each action starts a fresh authenticated CLI call. CLI startup, image transfer, network time, provider inference and action validation remain in the timer. Provider hardware is not known. Normal desktop tasks can use the s...
0
0
{"engine": "procgen", "engine_version": "0.10.7", "numpy_version": "1.26.4", "observation": "rendered-rgb-only", "replay": "exact-frame-and-score", "score_range": [2, 12], "seed_policy": "fixed-initial-reset", "simulation": "lockstep", "task_id": "procgen-caveflyer", "task_version": "1"}
{"calls": 340, "observation": "png-only", "prompt_version": "pixels-json-action/2", "requested_model": "claude-opus-5[1m]", "resolved_models": ["claude-opus-5[1m]"], "tool_events": 0, "transport": "authenticated-cli-per-frame"}
generalgamebench-results/1
exhibition
hosted-rerun-2026-10-05
2026-10-05T21:50:31.662849+00:00
0d33c81deca428d525a5bdeeb0066f0ee9fa8807377f9cb74e7a7a57351a18f9
claude-claude-opus-5-1m-
exhibition
claude-opus-5[1m]
null
procgen-chaser
43a5cb23ee776e903e0e4228efebb44f066d3faceb04bb4c6ede046265e39169
[ "coin-run", "dodge-lanes", "doom-basic", "doom-defend-center", "doom-defend-line", "doom-take-cover", "doom-health", "doom-corridor", "doom-home", "doom-predict", "procgen-bigfish", "procgen-bossfight", "procgen-caveflyer", "procgen-chaser", "procgen-climber", "procgen-coinrun", "pro...
[ 3000 ]
0.5.0
authenticated-cli-per-frame
pixels-json-action/2
0
17.998
false
suite-p95-200-v1
200
3,273.090392
2,353.58125
9,040.905333
340
43
340
null
1
8
local-unattested
Darwin arm64
Apple M3 Max; 48 GiB RAM; 16 CPU cores; macOS arm64. One hosted model and one game run at a time. Each action starts a fresh authenticated CLI call. CLI startup, image transfer, network time, provider inference and action validation remain in the timer. Provider hardware is not known. Normal desktop tasks can use the s...
0
0
{"engine": "procgen", "engine_version": "0.10.7", "numpy_version": "1.26.4", "observation": "rendered-rgb-only", "replay": "exact-frame-and-score", "score_range": [0.5, 13], "seed_policy": "fixed-initial-reset", "simulation": "lockstep", "task_id": "procgen-chaser", "task_version": "1"}
{"calls": 340, "observation": "png-only", "prompt_version": "pixels-json-action/2", "requested_model": "claude-opus-5[1m]", "resolved_models": ["claude-opus-5[1m]"], "tool_events": 0, "transport": "authenticated-cli-per-frame"}
generalgamebench-results/1
exhibition
hosted-rerun-2026-10-05
2026-10-05T21:50:31.662849+00:00
0d33c81deca428d525a5bdeeb0066f0ee9fa8807377f9cb74e7a7a57351a18f9
claude-claude-opus-5-1m-
exhibition
claude-opus-5[1m]
null
procgen-climber
43a5cb23ee776e903e0e4228efebb44f066d3faceb04bb4c6ede046265e39169
[ "coin-run", "dodge-lanes", "doom-basic", "doom-defend-center", "doom-defend-line", "doom-take-cover", "doom-health", "doom-corridor", "doom-home", "doom-predict", "procgen-bigfish", "procgen-bossfight", "procgen-caveflyer", "procgen-chaser", "procgen-climber", "procgen-coinrun", "pro...
[ 3000 ]
0.5.0
authenticated-cli-per-frame
pixels-json-action/2
0
17.998
false
suite-p95-200-v1
200
3,273.090392
2,353.58125
9,040.905333
340
43
340
null
1
8
local-unattested
Darwin arm64
Apple M3 Max; 48 GiB RAM; 16 CPU cores; macOS arm64. One hosted model and one game run at a time. Each action starts a fresh authenticated CLI call. CLI startup, image transfer, network time, provider inference and action validation remain in the timer. Provider hardware is not known. Normal desktop tasks can use the s...
0
0
{"engine": "procgen", "engine_version": "0.10.7", "numpy_version": "1.26.4", "observation": "rendered-rgb-only", "replay": "exact-frame-and-score", "score_range": [1, 12.6], "seed_policy": "fixed-initial-reset", "simulation": "lockstep", "task_id": "procgen-climber", "task_version": "1"}
{"calls": 340, "observation": "png-only", "prompt_version": "pixels-json-action/2", "requested_model": "claude-opus-5[1m]", "resolved_models": ["claude-opus-5[1m]"], "tool_events": 0, "transport": "authenticated-cli-per-frame"}
generalgamebench-results/1
exhibition
hosted-rerun-2026-10-05
2026-10-05T21:50:31.662849+00:00
0d33c81deca428d525a5bdeeb0066f0ee9fa8807377f9cb74e7a7a57351a18f9
claude-claude-opus-5-1m-
exhibition
claude-opus-5[1m]
null
procgen-coinrun
43a5cb23ee776e903e0e4228efebb44f066d3faceb04bb4c6ede046265e39169
[ "coin-run", "dodge-lanes", "doom-basic", "doom-defend-center", "doom-defend-line", "doom-take-cover", "doom-health", "doom-corridor", "doom-home", "doom-predict", "procgen-bigfish", "procgen-bossfight", "procgen-caveflyer", "procgen-chaser", "procgen-climber", "procgen-coinrun", "pro...
[ 3000 ]
0.5.0
authenticated-cli-per-frame
pixels-json-action/2
0
17.998
false
suite-p95-200-v1
200
3,273.090392
2,353.58125
9,040.905333
340
43
340
null
1
8
local-unattested
Darwin arm64
Apple M3 Max; 48 GiB RAM; 16 CPU cores; macOS arm64. One hosted model and one game run at a time. Each action starts a fresh authenticated CLI call. CLI startup, image transfer, network time, provider inference and action validation remain in the timer. Provider hardware is not known. Normal desktop tasks can use the s...
0
0
{"engine": "procgen", "engine_version": "0.10.7", "numpy_version": "1.26.4", "observation": "rendered-rgb-only", "replay": "exact-frame-and-score", "score_range": [5, 10], "seed_policy": "fixed-initial-reset", "simulation": "lockstep", "task_id": "procgen-coinrun", "task_version": "1"}
{"calls": 340, "observation": "png-only", "prompt_version": "pixels-json-action/2", "requested_model": "claude-opus-5[1m]", "resolved_models": ["claude-opus-5[1m]"], "tool_events": 0, "transport": "authenticated-cli-per-frame"}
generalgamebench-results/1
exhibition
hosted-rerun-2026-10-05
2026-10-05T21:50:31.662849+00:00
0d33c81deca428d525a5bdeeb0066f0ee9fa8807377f9cb74e7a7a57351a18f9
claude-claude-opus-5-1m-
exhibition
claude-opus-5[1m]
null
procgen-dodgeball
43a5cb23ee776e903e0e4228efebb44f066d3faceb04bb4c6ede046265e39169
[ "coin-run", "dodge-lanes", "doom-basic", "doom-defend-center", "doom-defend-line", "doom-take-cover", "doom-health", "doom-corridor", "doom-home", "doom-predict", "procgen-bigfish", "procgen-bossfight", "procgen-caveflyer", "procgen-chaser", "procgen-climber", "procgen-coinrun", "pro...
[ 3000 ]
0.5.0
authenticated-cli-per-frame
pixels-json-action/2
0
17.998
false
suite-p95-200-v1
200
3,273.090392
2,353.58125
9,040.905333
340
43
340
null
1
8
local-unattested
Darwin arm64
Apple M3 Max; 48 GiB RAM; 16 CPU cores; macOS arm64. One hosted model and one game run at a time. Each action starts a fresh authenticated CLI call. CLI startup, image transfer, network time, provider inference and action validation remain in the timer. Provider hardware is not known. Normal desktop tasks can use the s...
0
0
{"engine": "procgen", "engine_version": "0.10.7", "numpy_version": "1.26.4", "observation": "rendered-rgb-only", "replay": "exact-frame-and-score", "score_range": [1.5, 19], "seed_policy": "fixed-initial-reset", "simulation": "lockstep", "task_id": "procgen-dodgeball", "task_version": "1"}
{"calls": 340, "observation": "png-only", "prompt_version": "pixels-json-action/2", "requested_model": "claude-opus-5[1m]", "resolved_models": ["claude-opus-5[1m]"], "tool_events": 0, "transport": "authenticated-cli-per-frame"}
generalgamebench-results/1
exhibition
hosted-rerun-2026-10-05
2026-10-05T21:50:31.662849+00:00
0d33c81deca428d525a5bdeeb0066f0ee9fa8807377f9cb74e7a7a57351a18f9
claude-claude-opus-5-1m-
exhibition
claude-opus-5[1m]
null
procgen-fruitbot
43a5cb23ee776e903e0e4228efebb44f066d3faceb04bb4c6ede046265e39169
[ "coin-run", "dodge-lanes", "doom-basic", "doom-defend-center", "doom-defend-line", "doom-take-cover", "doom-health", "doom-corridor", "doom-home", "doom-predict", "procgen-bigfish", "procgen-bossfight", "procgen-caveflyer", "procgen-chaser", "procgen-climber", "procgen-coinrun", "pro...
[ 3000 ]
0.5.0
authenticated-cli-per-frame
pixels-json-action/2
4.425
17.998
false
suite-p95-200-v1
200
3,273.090392
2,353.58125
9,040.905333
340
43
340
null
1
8
local-unattested
Darwin arm64
Apple M3 Max; 48 GiB RAM; 16 CPU cores; macOS arm64. One hosted model and one game run at a time. Each action starts a fresh authenticated CLI call. CLI startup, image transfer, network time, provider inference and action validation remain in the timer. Provider hardware is not known. Normal desktop tasks can use the s...
0
0
{"engine": "procgen", "engine_version": "0.10.7", "numpy_version": "1.26.4", "observation": "rendered-rgb-only", "replay": "exact-frame-and-score", "score_range": [-1.5, 32.4], "seed_policy": "fixed-initial-reset", "simulation": "lockstep", "task_id": "procgen-fruitbot", "task_version": "1"}
{"calls": 340, "observation": "png-only", "prompt_version": "pixels-json-action/2", "requested_model": "claude-opus-5[1m]", "resolved_models": ["claude-opus-5[1m]"], "tool_events": 0, "transport": "authenticated-cli-per-frame"}
generalgamebench-results/1
exhibition
hosted-rerun-2026-10-05
2026-10-05T21:50:31.662849+00:00
0d33c81deca428d525a5bdeeb0066f0ee9fa8807377f9cb74e7a7a57351a18f9
claude-claude-opus-5-1m-
exhibition
claude-opus-5[1m]
null
procgen-heist
43a5cb23ee776e903e0e4228efebb44f066d3faceb04bb4c6ede046265e39169
[ "coin-run", "dodge-lanes", "doom-basic", "doom-defend-center", "doom-defend-line", "doom-take-cover", "doom-health", "doom-corridor", "doom-home", "doom-predict", "procgen-bigfish", "procgen-bossfight", "procgen-caveflyer", "procgen-chaser", "procgen-climber", "procgen-coinrun", "pro...
[ 3000 ]
0.5.0
authenticated-cli-per-frame
pixels-json-action/2
0
17.998
false
suite-p95-200-v1
200
3,273.090392
2,353.58125
9,040.905333
340
43
340
null
1
8
local-unattested
Darwin arm64
Apple M3 Max; 48 GiB RAM; 16 CPU cores; macOS arm64. One hosted model and one game run at a time. Each action starts a fresh authenticated CLI call. CLI startup, image transfer, network time, provider inference and action validation remain in the timer. Provider hardware is not known. Normal desktop tasks can use the s...
0
0
{"engine": "procgen", "engine_version": "0.10.7", "numpy_version": "1.26.4", "observation": "rendered-rgb-only", "replay": "exact-frame-and-score", "score_range": [3.5, 10], "seed_policy": "fixed-initial-reset", "simulation": "lockstep", "task_id": "procgen-heist", "task_version": "1"}
{"calls": 340, "observation": "png-only", "prompt_version": "pixels-json-action/2", "requested_model": "claude-opus-5[1m]", "resolved_models": ["claude-opus-5[1m]"], "tool_events": 0, "transport": "authenticated-cli-per-frame"}
generalgamebench-results/1
exhibition
hosted-rerun-2026-10-05
2026-10-05T21:50:31.662849+00:00
0d33c81deca428d525a5bdeeb0066f0ee9fa8807377f9cb74e7a7a57351a18f9
claude-claude-opus-5-1m-
exhibition
claude-opus-5[1m]
null
procgen-jumper
43a5cb23ee776e903e0e4228efebb44f066d3faceb04bb4c6ede046265e39169
[ "coin-run", "dodge-lanes", "doom-basic", "doom-defend-center", "doom-defend-line", "doom-take-cover", "doom-health", "doom-corridor", "doom-home", "doom-predict", "procgen-bigfish", "procgen-bossfight", "procgen-caveflyer", "procgen-chaser", "procgen-climber", "procgen-coinrun", "pro...
[ 3000 ]
0.5.0
authenticated-cli-per-frame
pixels-json-action/2
0
17.998
false
suite-p95-200-v1
200
3,273.090392
2,353.58125
9,040.905333
340
43
340
null
1
8
local-unattested
Darwin arm64
Apple M3 Max; 48 GiB RAM; 16 CPU cores; macOS arm64. One hosted model and one game run at a time. Each action starts a fresh authenticated CLI call. CLI startup, image transfer, network time, provider inference and action validation remain in the timer. Provider hardware is not known. Normal desktop tasks can use the s...
0
0
{"engine": "procgen", "engine_version": "0.10.7", "numpy_version": "1.26.4", "observation": "rendered-rgb-only", "replay": "exact-frame-and-score", "score_range": [3, 10], "seed_policy": "fixed-initial-reset", "simulation": "lockstep", "task_id": "procgen-jumper", "task_version": "1"}
{"calls": 340, "observation": "png-only", "prompt_version": "pixels-json-action/2", "requested_model": "claude-opus-5[1m]", "resolved_models": ["claude-opus-5[1m]"], "tool_events": 0, "transport": "authenticated-cli-per-frame"}
generalgamebench-results/1
exhibition
hosted-rerun-2026-10-05
2026-10-05T21:50:31.662849+00:00
0d33c81deca428d525a5bdeeb0066f0ee9fa8807377f9cb74e7a7a57351a18f9
claude-claude-opus-5-1m-
exhibition
claude-opus-5[1m]
null
procgen-leaper
43a5cb23ee776e903e0e4228efebb44f066d3faceb04bb4c6ede046265e39169
[ "coin-run", "dodge-lanes", "doom-basic", "doom-defend-center", "doom-defend-line", "doom-take-cover", "doom-health", "doom-corridor", "doom-home", "doom-predict", "procgen-bigfish", "procgen-bossfight", "procgen-caveflyer", "procgen-chaser", "procgen-climber", "procgen-coinrun", "pro...
[ 3000 ]
0.5.0
authenticated-cli-per-frame
pixels-json-action/2
0
17.998
false
suite-p95-200-v1
200
3,273.090392
2,353.58125
9,040.905333
340
43
340
null
1
8
local-unattested
Darwin arm64
Apple M3 Max; 48 GiB RAM; 16 CPU cores; macOS arm64. One hosted model and one game run at a time. Each action starts a fresh authenticated CLI call. CLI startup, image transfer, network time, provider inference and action validation remain in the timer. Provider hardware is not known. Normal desktop tasks can use the s...
0
0
{"engine": "procgen", "engine_version": "0.10.7", "numpy_version": "1.26.4", "observation": "rendered-rgb-only", "replay": "exact-frame-and-score", "score_range": [3, 10], "seed_policy": "fixed-initial-reset", "simulation": "lockstep", "task_id": "procgen-leaper", "task_version": "1"}
{"calls": 340, "observation": "png-only", "prompt_version": "pixels-json-action/2", "requested_model": "claude-opus-5[1m]", "resolved_models": ["claude-opus-5[1m]"], "tool_events": 0, "transport": "authenticated-cli-per-frame"}
generalgamebench-results/1
exhibition
hosted-rerun-2026-10-05
2026-10-05T21:50:31.662849+00:00
0d33c81deca428d525a5bdeeb0066f0ee9fa8807377f9cb74e7a7a57351a18f9
claude-claude-opus-5-1m-
exhibition
claude-opus-5[1m]
null
procgen-maze
43a5cb23ee776e903e0e4228efebb44f066d3faceb04bb4c6ede046265e39169
[ "coin-run", "dodge-lanes", "doom-basic", "doom-defend-center", "doom-defend-line", "doom-take-cover", "doom-health", "doom-corridor", "doom-home", "doom-predict", "procgen-bigfish", "procgen-bossfight", "procgen-caveflyer", "procgen-chaser", "procgen-climber", "procgen-coinrun", "pro...
[ 3000 ]
0.5.0
authenticated-cli-per-frame
pixels-json-action/2
0
17.998
false
suite-p95-200-v1
200
3,273.090392
2,353.58125
9,040.905333
340
43
340
null
1
8
local-unattested
Darwin arm64
Apple M3 Max; 48 GiB RAM; 16 CPU cores; macOS arm64. One hosted model and one game run at a time. Each action starts a fresh authenticated CLI call. CLI startup, image transfer, network time, provider inference and action validation remain in the timer. Provider hardware is not known. Normal desktop tasks can use the s...
0
0
{"engine": "procgen", "engine_version": "0.10.7", "numpy_version": "1.26.4", "observation": "rendered-rgb-only", "replay": "exact-frame-and-score", "score_range": [5, 10], "seed_policy": "fixed-initial-reset", "simulation": "lockstep", "task_id": "procgen-maze", "task_version": "1"}
{"calls": 340, "observation": "png-only", "prompt_version": "pixels-json-action/2", "requested_model": "claude-opus-5[1m]", "resolved_models": ["claude-opus-5[1m]"], "tool_events": 0, "transport": "authenticated-cli-per-frame"}
generalgamebench-results/1
exhibition
hosted-rerun-2026-10-05
2026-10-05T21:50:31.662849+00:00
0d33c81deca428d525a5bdeeb0066f0ee9fa8807377f9cb74e7a7a57351a18f9
claude-claude-opus-5-1m-
exhibition
claude-opus-5[1m]
null
procgen-miner
43a5cb23ee776e903e0e4228efebb44f066d3faceb04bb4c6ede046265e39169
[ "coin-run", "dodge-lanes", "doom-basic", "doom-defend-center", "doom-defend-line", "doom-take-cover", "doom-health", "doom-corridor", "doom-home", "doom-predict", "procgen-bigfish", "procgen-bossfight", "procgen-caveflyer", "procgen-chaser", "procgen-climber", "procgen-coinrun", "pro...
[ 3000 ]
0.5.0
authenticated-cli-per-frame
pixels-json-action/2
0
17.998
false
suite-p95-200-v1
200
3,273.090392
2,353.58125
9,040.905333
340
43
340
null
1
8
local-unattested
Darwin arm64
Apple M3 Max; 48 GiB RAM; 16 CPU cores; macOS arm64. One hosted model and one game run at a time. Each action starts a fresh authenticated CLI call. CLI startup, image transfer, network time, provider inference and action validation remain in the timer. Provider hardware is not known. Normal desktop tasks can use the s...
0
0
{"engine": "procgen", "engine_version": "0.10.7", "numpy_version": "1.26.4", "observation": "rendered-rgb-only", "replay": "exact-frame-and-score", "score_range": [1.5, 13], "seed_policy": "fixed-initial-reset", "simulation": "lockstep", "task_id": "procgen-miner", "task_version": "1"}
{"calls": 340, "observation": "png-only", "prompt_version": "pixels-json-action/2", "requested_model": "claude-opus-5[1m]", "resolved_models": ["claude-opus-5[1m]"], "tool_events": 0, "transport": "authenticated-cli-per-frame"}
generalgamebench-results/1
exhibition
hosted-rerun-2026-10-05
2026-10-05T21:50:31.662849+00:00
0d33c81deca428d525a5bdeeb0066f0ee9fa8807377f9cb74e7a7a57351a18f9
claude-claude-opus-5-1m-
exhibition
claude-opus-5[1m]
null
procgen-ninja
43a5cb23ee776e903e0e4228efebb44f066d3faceb04bb4c6ede046265e39169
[ "coin-run", "dodge-lanes", "doom-basic", "doom-defend-center", "doom-defend-line", "doom-take-cover", "doom-health", "doom-corridor", "doom-home", "doom-predict", "procgen-bigfish", "procgen-bossfight", "procgen-caveflyer", "procgen-chaser", "procgen-climber", "procgen-coinrun", "pro...
[ 3000 ]
0.5.0
authenticated-cli-per-frame
pixels-json-action/2
0
17.998
false
suite-p95-200-v1
200
3,273.090392
2,353.58125
9,040.905333
340
43
340
null
1
8
local-unattested
Darwin arm64
Apple M3 Max; 48 GiB RAM; 16 CPU cores; macOS arm64. One hosted model and one game run at a time. Each action starts a fresh authenticated CLI call. CLI startup, image transfer, network time, provider inference and action validation remain in the timer. Provider hardware is not known. Normal desktop tasks can use the s...
0
0
{"engine": "procgen", "engine_version": "0.10.7", "numpy_version": "1.26.4", "observation": "rendered-rgb-only", "replay": "exact-frame-and-score", "score_range": [3.5, 10], "seed_policy": "fixed-initial-reset", "simulation": "lockstep", "task_id": "procgen-ninja", "task_version": "1"}
{"calls": 340, "observation": "png-only", "prompt_version": "pixels-json-action/2", "requested_model": "claude-opus-5[1m]", "resolved_models": ["claude-opus-5[1m]"], "tool_events": 0, "transport": "authenticated-cli-per-frame"}
generalgamebench-results/1
exhibition
hosted-rerun-2026-10-05
2026-10-05T21:50:31.662849+00:00
0d33c81deca428d525a5bdeeb0066f0ee9fa8807377f9cb74e7a7a57351a18f9
claude-claude-opus-5-1m-
exhibition
claude-opus-5[1m]
null
procgen-plunder
43a5cb23ee776e903e0e4228efebb44f066d3faceb04bb4c6ede046265e39169
[ "coin-run", "dodge-lanes", "doom-basic", "doom-defend-center", "doom-defend-line", "doom-take-cover", "doom-health", "doom-corridor", "doom-home", "doom-predict", "procgen-bigfish", "procgen-bossfight", "procgen-caveflyer", "procgen-chaser", "procgen-climber", "procgen-coinrun", "pro...
[ 3000 ]
0.5.0
authenticated-cli-per-frame
pixels-json-action/2
0
17.998
false
suite-p95-200-v1
200
3,273.090392
2,353.58125
9,040.905333
340
43
340
null
1
8
local-unattested
Darwin arm64
Apple M3 Max; 48 GiB RAM; 16 CPU cores; macOS arm64. One hosted model and one game run at a time. Each action starts a fresh authenticated CLI call. CLI startup, image transfer, network time, provider inference and action validation remain in the timer. Provider hardware is not known. Normal desktop tasks can use the s...
0
0
{"engine": "procgen", "engine_version": "0.10.7", "numpy_version": "1.26.4", "observation": "rendered-rgb-only", "replay": "exact-frame-and-score", "score_range": [4.5, 30], "seed_policy": "fixed-initial-reset", "simulation": "lockstep", "task_id": "procgen-plunder", "task_version": "1"}
{"calls": 340, "observation": "png-only", "prompt_version": "pixels-json-action/2", "requested_model": "claude-opus-5[1m]", "resolved_models": ["claude-opus-5[1m]"], "tool_events": 0, "transport": "authenticated-cli-per-frame"}
generalgamebench-results/1
exhibition
hosted-rerun-2026-10-05
2026-10-05T21:50:31.662849+00:00
0d33c81deca428d525a5bdeeb0066f0ee9fa8807377f9cb74e7a7a57351a18f9
claude-claude-opus-5-1m-
exhibition
claude-opus-5[1m]
null
procgen-starpilot
43a5cb23ee776e903e0e4228efebb44f066d3faceb04bb4c6ede046265e39169
[ "coin-run", "dodge-lanes", "doom-basic", "doom-defend-center", "doom-defend-line", "doom-take-cover", "doom-health", "doom-corridor", "doom-home", "doom-predict", "procgen-bigfish", "procgen-bossfight", "procgen-caveflyer", "procgen-chaser", "procgen-climber", "procgen-coinrun", "pro...
[ 3000 ]
0.5.0
authenticated-cli-per-frame
pixels-json-action/2
0
17.998
false
suite-p95-200-v1
200
3,273.090392
2,353.58125
9,040.905333
340
43
340
null
1
8
local-unattested
Darwin arm64
Apple M3 Max; 48 GiB RAM; 16 CPU cores; macOS arm64. One hosted model and one game run at a time. Each action starts a fresh authenticated CLI call. CLI startup, image transfer, network time, provider inference and action validation remain in the timer. Provider hardware is not known. Normal desktop tasks can use the s...
0
0
{"engine": "procgen", "engine_version": "0.10.7", "numpy_version": "1.26.4", "observation": "rendered-rgb-only", "replay": "exact-frame-and-score", "score_range": [2.5, 64], "seed_policy": "fixed-initial-reset", "simulation": "lockstep", "task_id": "procgen-starpilot", "task_version": "1"}
{"calls": 340, "observation": "png-only", "prompt_version": "pixels-json-action/2", "requested_model": "claude-opus-5[1m]", "resolved_models": ["claude-opus-5[1m]"], "tool_events": 0, "transport": "authenticated-cli-per-frame"}
generalgamebench-results/1
exhibition
hosted-rerun-2026-10-05
2026-10-05T21:50:31.662849+00:00
0d33c81deca428d525a5bdeeb0066f0ee9fa8807377f9cb74e7a7a57351a18f9
claude-claude-opus-5-1m-
exhibition
claude-opus-5[1m]
null
crafter
43a5cb23ee776e903e0e4228efebb44f066d3faceb04bb4c6ede046265e39169
[ "coin-run", "dodge-lanes", "doom-basic", "doom-defend-center", "doom-defend-line", "doom-take-cover", "doom-health", "doom-corridor", "doom-home", "doom-predict", "procgen-bigfish", "procgen-bossfight", "procgen-caveflyer", "procgen-chaser", "procgen-climber", "procgen-coinrun", "pro...
[ 3000 ]
0.5.0
authenticated-cli-per-frame
pixels-json-action/2
0
17.998
false
suite-p95-200-v1
200
3,273.090392
2,353.58125
9,040.905333
340
43
340
null
1
8
local-unattested
Darwin arm64
Apple M3 Max; 48 GiB RAM; 16 CPU cores; macOS arm64. One hosted model and one game run at a time. Each action starts a fresh authenticated CLI call. CLI startup, image transfer, network time, provider inference and action validation remain in the timer. Provider hardware is not known. Normal desktop tasks can use the s...
0
0
{"engine": "crafter", "engine_version": "1.8.3", "numpy_version": "1.26.4", "observation": "rendered-rgb-only", "replay": "exact-frame-and-score", "score_range": [0, 22], "seed_policy": "fixed-initial-reset", "simulation": "lockstep", "task_id": "crafter", "task_version": "2"}
{"calls": 340, "observation": "png-only", "prompt_version": "pixels-json-action/2", "requested_model": "claude-opus-5[1m]", "resolved_models": ["claude-opus-5[1m]"], "tool_events": 0, "transport": "authenticated-cli-per-frame"}
generalgamebench-results/1
exhibition
hosted-rerun-2026-10-05
2026-10-05T21:50:31.662849+00:00
0d33c81deca428d525a5bdeeb0066f0ee9fa8807377f9cb74e7a7a57351a18f9
claude-claude-opus-5-1m-
exhibition
claude-opus-5[1m]
null
miniworld-oneroom
43a5cb23ee776e903e0e4228efebb44f066d3faceb04bb4c6ede046265e39169
[ "coin-run", "dodge-lanes", "doom-basic", "doom-defend-center", "doom-defend-line", "doom-take-cover", "doom-health", "doom-corridor", "doom-home", "doom-predict", "procgen-bigfish", "procgen-bossfight", "procgen-caveflyer", "procgen-chaser", "procgen-climber", "procgen-coinrun", "pro...
[ 3000 ]
0.5.0
authenticated-cli-per-frame
pixels-json-action/2
0
17.998
false
suite-p95-200-v1
200
3,273.090392
2,353.58125
9,040.905333
340
43
340
null
1
8
local-unattested
Darwin arm64
Apple M3 Max; 48 GiB RAM; 16 CPU cores; macOS arm64. One hosted model and one game run at a time. Each action starts a fresh authenticated CLI call. CLI startup, image transfer, network time, provider inference and action validation remain in the timer. Provider hardware is not known. Normal desktop tasks can use the s...
0
0
{"engine": "miniworld", "engine_version": "2.1.0", "numpy_version": "1.26.4", "observation": "rendered-rgb-only", "replay": "exact-frame-and-score", "score_range": [0, 1], "seed_policy": "fixed-initial-reset", "simulation": "lockstep", "task_id": "miniworld-oneroom", "task_version": "1"}
{"calls": 340, "observation": "png-only", "prompt_version": "pixels-json-action/2", "requested_model": "claude-opus-5[1m]", "resolved_models": ["claude-opus-5[1m]"], "tool_events": 0, "transport": "authenticated-cli-per-frame"}
generalgamebench-results/1
exhibition
hosted-rerun-2026-10-05
2026-10-05T21:50:31.662849+00:00
0d33c81deca428d525a5bdeeb0066f0ee9fa8807377f9cb74e7a7a57351a18f9
claude-claude-opus-5-1m-
exhibition
claude-opus-5[1m]
null
pettingzoo-pistonball
43a5cb23ee776e903e0e4228efebb44f066d3faceb04bb4c6ede046265e39169
[ "coin-run", "dodge-lanes", "doom-basic", "doom-defend-center", "doom-defend-line", "doom-take-cover", "doom-health", "doom-corridor", "doom-home", "doom-predict", "procgen-bigfish", "procgen-bossfight", "procgen-caveflyer", "procgen-chaser", "procgen-climber", "procgen-coinrun", "pro...
[ 3000 ]
0.5.0
authenticated-cli-per-frame
pixels-json-action/2
95.717
17.998
false
suite-p95-200-v1
200
3,273.090392
2,353.58125
9,040.905333
340
43
340
null
1
8
local-unattested
Darwin arm64
Apple M3 Max; 48 GiB RAM; 16 CPU cores; macOS arm64. One hosted model and one game run at a time. Each action starts a fresh authenticated CLI call. CLI startup, image transfer, network time, provider inference and action validation remain in the timer. Provider hardware is not known. Normal desktop tasks can use the s...
0
0
{"engine": "pettingzoo", "engine_version": "1.27.0", "numpy_version": "1.26.4", "observation": "rendered-rgb-only", "replay": "exact-frame-and-score", "score_range": [-100, 100], "seed_policy": "fixed-initial-reset", "simulation": "lockstep", "task_id": "pettingzoo-pistonball", "task_version": "1"}
{"calls": 340, "observation": "png-only", "prompt_version": "pixels-json-action/2", "requested_model": "claude-opus-5[1m]", "resolved_models": ["claude-opus-5[1m]"], "tool_events": 0, "transport": "authenticated-cli-per-frame"}
generalgamebench-results/1
exhibition
hosted-rerun-2026-10-05
2026-10-05T21:50:31.662849+00:00
0d33c81deca428d525a5bdeeb0066f0ee9fa8807377f9cb74e7a7a57351a18f9
claude-claude-opus-5-1m-
exhibition
claude-opus-5[1m]
null
atari-breakout
43a5cb23ee776e903e0e4228efebb44f066d3faceb04bb4c6ede046265e39169
[ "coin-run", "dodge-lanes", "doom-basic", "doom-defend-center", "doom-defend-line", "doom-take-cover", "doom-health", "doom-corridor", "doom-home", "doom-predict", "procgen-bigfish", "procgen-bossfight", "procgen-caveflyer", "procgen-chaser", "procgen-climber", "procgen-coinrun", "pro...
[ 3000 ]
0.5.0
authenticated-cli-per-frame
pixels-json-action/2
0
17.998
false
suite-p95-200-v1
200
3,273.090392
2,353.58125
9,040.905333
340
43
340
null
1
8
local-unattested
Darwin arm64
Apple M3 Max; 48 GiB RAM; 16 CPU cores; macOS arm64. One hosted model and one game run at a time. Each action starts a fresh authenticated CLI call. CLI startup, image transfer, network time, provider inference and action validation remain in the timer. Provider hardware is not known. Normal desktop tasks can use the s...
0
0
{"engine": "ale-py", "engine_version": "0.12.1", "numpy_version": "1.26.4", "observation": "rendered-rgb-only", "replay": "exact-frame-and-score", "score_range": [0, 864], "seed_policy": "fixed-initial-reset", "simulation": "lockstep", "task_id": "atari-breakout", "task_version": "1"}
{"calls": 340, "observation": "png-only", "prompt_version": "pixels-json-action/2", "requested_model": "claude-opus-5[1m]", "resolved_models": ["claude-opus-5[1m]"], "tool_events": 0, "transport": "authenticated-cli-per-frame"}
generalgamebench-results/1
exhibition
hosted-rerun-2026-10-05
2026-10-05T21:50:31.662849+00:00
0d33c81deca428d525a5bdeeb0066f0ee9fa8807377f9cb74e7a7a57351a18f9
claude-claude-opus-5-1m-
exhibition
claude-opus-5[1m]
null
retro-airstriker
43a5cb23ee776e903e0e4228efebb44f066d3faceb04bb4c6ede046265e39169
[ "coin-run", "dodge-lanes", "doom-basic", "doom-defend-center", "doom-defend-line", "doom-take-cover", "doom-health", "doom-corridor", "doom-home", "doom-predict", "procgen-bigfish", "procgen-bossfight", "procgen-caveflyer", "procgen-chaser", "procgen-climber", "procgen-coinrun", "pro...
[ 3000 ]
0.5.0
authenticated-cli-per-frame
pixels-json-action/2
0
17.998
false
suite-p95-200-v1
200
3,273.090392
2,353.58125
9,040.905333
340
43
340
null
1
8
local-unattested
Darwin arm64
Apple M3 Max; 48 GiB RAM; 16 CPU cores; macOS arm64. One hosted model and one game run at a time. Each action starts a fresh authenticated CLI call. CLI startup, image transfer, network time, provider inference and action validation remain in the timer. Provider hardware is not known. Normal desktop tasks can use the s...
0
0
{"engine": "stable-retro", "engine_version": "1.0.1", "numpy_version": "1.26.4", "observation": "rendered-rgb-only", "replay": "exact-frame-and-score", "score_range": [0, 10000], "seed_policy": "fixed-initial-reset", "simulation": "lockstep", "task_id": "retro-airstriker", "task_version": "1"}
{"calls": 340, "observation": "png-only", "prompt_version": "pixels-json-action/2", "requested_model": "claude-opus-5[1m]", "resolved_models": ["claude-opus-5[1m]"], "tool_events": 0, "transport": "authenticated-cli-per-frame"}
generalgamebench-results/1
exhibition
hosted-rerun-2026-10-05
2026-10-05T21:50:31.662849+00:00
0d33c81deca428d525a5bdeeb0066f0ee9fa8807377f9cb74e7a7a57351a18f9
claude-claude-opus-5-1m-
exhibition
claude-opus-5[1m]
null
nethack-score
43a5cb23ee776e903e0e4228efebb44f066d3faceb04bb4c6ede046265e39169
[ "coin-run", "dodge-lanes", "doom-basic", "doom-defend-center", "doom-defend-line", "doom-take-cover", "doom-health", "doom-corridor", "doom-home", "doom-predict", "procgen-bigfish", "procgen-bossfight", "procgen-caveflyer", "procgen-chaser", "procgen-climber", "procgen-coinrun", "pro...
[ 3000 ]
0.5.0
authenticated-cli-per-frame
pixels-json-action/2
0
17.998
false
suite-p95-200-v1
200
3,273.090392
2,353.58125
9,040.905333
340
43
340
null
1
8
local-unattested
Darwin arm64
Apple M3 Max; 48 GiB RAM; 16 CPU cores; macOS arm64. One hosted model and one game run at a time. Each action starts a fresh authenticated CLI call. CLI startup, image transfer, network time, provider inference and action validation remain in the timer. Provider hardware is not known. Normal desktop tasks can use the s...
0
0
{"engine": "nle", "engine_version": "1.3.0", "numpy_version": "1.26.4", "observation": "rendered-rgb-only", "replay": "exact-frame-and-score", "score_range": [0, 1000], "seed_policy": "fixed-initial-reset", "simulation": "lockstep", "task_id": "nethack-score", "task_version": "1"}
{"calls": 340, "observation": "png-only", "prompt_version": "pixels-json-action/2", "requested_model": "claude-opus-5[1m]", "resolved_models": ["claude-opus-5[1m]"], "tool_events": 0, "transport": "authenticated-cli-per-frame"}
generalgamebench-results/1
exhibition
hosted-rerun-2026-10-05
2026-10-05T21:50:31.662849+00:00
0d33c81deca428d525a5bdeeb0066f0ee9fa8807377f9cb74e7a7a57351a18f9
claude-claude-opus-5-1m-
exhibition
claude-opus-5[1m]
null
minihack-room
43a5cb23ee776e903e0e4228efebb44f066d3faceb04bb4c6ede046265e39169
[ "coin-run", "dodge-lanes", "doom-basic", "doom-defend-center", "doom-defend-line", "doom-take-cover", "doom-health", "doom-corridor", "doom-home", "doom-predict", "procgen-bigfish", "procgen-bossfight", "procgen-caveflyer", "procgen-chaser", "procgen-climber", "procgen-coinrun", "pro...
[ 3000 ]
0.5.0
authenticated-cli-per-frame
pixels-json-action/2
100
17.998
false
suite-p95-200-v1
200
3,273.090392
2,353.58125
9,040.905333
340
43
340
null
1
8
local-unattested
Darwin arm64
Apple M3 Max; 48 GiB RAM; 16 CPU cores; macOS arm64. One hosted model and one game run at a time. Each action starts a fresh authenticated CLI call. CLI startup, image transfer, network time, provider inference and action validation remain in the timer. Provider hardware is not known. Normal desktop tasks can use the s...
0
0
{"engine": "minihack", "engine_version": "1.0.2", "numpy_version": "1.26.4", "observation": "rendered-rgb-only", "replay": "exact-frame-and-score", "score_range": [0, 1], "seed_policy": "fixed-initial-reset", "simulation": "lockstep", "task_id": "minihack-room", "task_version": "1"}
{"calls": 340, "observation": "png-only", "prompt_version": "pixels-json-action/2", "requested_model": "claude-opus-5[1m]", "resolved_models": ["claude-opus-5[1m]"], "tool_events": 0, "transport": "authenticated-cli-per-frame"}
generalgamebench-results/1
exhibition
hosted-rerun-2026-10-05
2026-10-05T21:50:31.662849+00:00
0d33c81deca428d525a5bdeeb0066f0ee9fa8807377f9cb74e7a7a57351a18f9
claude-claude-opus-5-1m-
exhibition
claude-opus-5[1m]
null
unity-food-collector
43a5cb23ee776e903e0e4228efebb44f066d3faceb04bb4c6ede046265e39169
[ "coin-run", "dodge-lanes", "doom-basic", "doom-defend-center", "doom-defend-line", "doom-take-cover", "doom-health", "doom-corridor", "doom-home", "doom-predict", "procgen-bigfish", "procgen-bossfight", "procgen-caveflyer", "procgen-chaser", "procgen-climber", "procgen-coinrun", "pro...
[ 3000 ]
0.5.0
authenticated-cli-per-frame
pixels-json-action/2
0
17.998
false
suite-p95-200-v1
200
3,273.090392
2,353.58125
9,040.905333
340
43
340
null
1
8
local-unattested
Darwin arm64
Apple M3 Max; 48 GiB RAM; 16 CPU cores; macOS arm64. One hosted model and one game run at a time. Each action starts a fresh authenticated CLI call. CLI startup, image transfer, network time, provider inference and action validation remain in the timer. Provider hardware is not known. Normal desktop tasks can use the s...
0
0
{"assets_sha256": "c28e27b2d3af4391a3e1e95b0871e01a16ef657ee062bb91e7740ac9d0c99be5", "camera_size": [84, 84], "capture_frame_rate": 30, "controlled_agent": "lowest-initial-agent-id", "engine": "mlagents-envs", "engine_version": "1.1.0", "numpy_version": "1.23.5", "observation": "rendered-rgb-only", "peer_policy": "no-...
{"calls": 340, "observation": "png-only", "prompt_version": "pixels-json-action/2", "requested_model": "claude-opus-5[1m]", "resolved_models": ["claude-opus-5[1m]"], "tool_events": 0, "transport": "authenticated-cli-per-frame"}
generalgamebench-results/1
exhibition
hosted-rerun-2026-10-05
2026-10-05T21:50:31.662849+00:00
0d33c81deca428d525a5bdeeb0066f0ee9fa8807377f9cb74e7a7a57351a18f9
claude-claude-opus-5-1m-
exhibition
claude-opus-5[1m]
null
football-empty-goal
43a5cb23ee776e903e0e4228efebb44f066d3faceb04bb4c6ede046265e39169
[ "coin-run", "dodge-lanes", "doom-basic", "doom-defend-center", "doom-defend-line", "doom-take-cover", "doom-health", "doom-corridor", "doom-home", "doom-predict", "procgen-bigfish", "procgen-bossfight", "procgen-caveflyer", "procgen-chaser", "procgen-climber", "procgen-coinrun", "pro...
[ 3000 ]
0.5.0
authenticated-cli-per-frame
pixels-json-action/2
0
17.998
false
suite-p95-200-v1
200
3,273.090392
2,353.58125
9,040.905333
340
43
340
null
1
8
local-unattested
Darwin arm64
Apple M3 Max; 48 GiB RAM; 16 CPU cores; macOS arm64. One hosted model and one game run at a time. Each action starts a fresh authenticated CLI call. CLI startup, image transfer, network time, provider inference and action validation remain in the timer. Provider hardware is not known. Normal desktop tasks can use the s...
0
0
{"camera_size": [320, 180], "container_architecture": "arm64", "container_image": "sha256:8774faa312fa0791f01966ef3152d23c012dda5117fd01366972a0bebfc13635", "control_policy": "release movement and shot before each decision", "engine": "gfootball", "engine_revision": "ba9952130898bde2879b01ff2b49d3d48d26ce81", "engine_v...
{"calls": 340, "observation": "png-only", "prompt_version": "pixels-json-action/2", "requested_model": "claude-opus-5[1m]", "resolved_models": ["claude-opus-5[1m]"], "tool_events": 0, "transport": "authenticated-cli-per-frame"}
generalgamebench-results/1
exhibition
hosted-rerun-2026-10-05
2026-10-05T21:50:31.662849+00:00
0d33c81deca428d525a5bdeeb0066f0ee9fa8807377f9cb74e7a7a57351a18f9
claude-claude-opus-5-1m-
exhibition
claude-opus-5[1m]
null
supertuxkart-lighthouse
43a5cb23ee776e903e0e4228efebb44f066d3faceb04bb4c6ede046265e39169
[ "coin-run", "dodge-lanes", "doom-basic", "doom-defend-center", "doom-defend-line", "doom-take-cover", "doom-health", "doom-corridor", "doom-home", "doom-predict", "procgen-bigfish", "procgen-bossfight", "procgen-caveflyer", "procgen-chaser", "procgen-climber", "procgen-coinrun", "pro...
[ 3000 ]
0.5.0
authenticated-cli-per-frame
pixels-json-action/2
1.361
17.998
false
suite-p95-200-v1
200
3,273.090392
2,353.58125
9,040.905333
340
43
340
null
1
8
local-unattested
Darwin arm64
Apple M3 Max; 48 GiB RAM; 16 CPU cores; macOS arm64. One hosted model and one game run at a time. Each action starts a fresh authenticated CLI call. CLI startup, image transfer, network time, provider inference and action validation remain in the timer. Provider hardware is not known. Normal desktop tasks can use the s...
0
0
{"assets_sha256": "56cd754653224efde4a40aef0400a71f03f72f18d2c35a89896db052dc096b23", "camera_size": [320, 240], "container_architecture": "arm64", "container_image": "sha256:257166494f158e6b5b3441d4b52f99b83e8cef4ff60c6ce5b333251aa7cf4738", "engine": "PySuperTuxKart2", "engine_revision": "dd70f6823f248ae1df2ce513839a9...
{"calls": 340, "observation": "png-only", "prompt_version": "pixels-json-action/2", "requested_model": "claude-opus-5[1m]", "resolved_models": ["claude-opus-5[1m]"], "tool_events": 0, "transport": "authenticated-cli-per-frame"}
generalgamebench-results/1
exhibition
hosted-rerun-2026-10-05
2026-10-05T21:50:31.662849+00:00
0d33c81deca428d525a5bdeeb0066f0ee9fa8807377f9cb74e7a7a57351a18f9
claude-claude-opus-5-1m-
exhibition
claude-opus-5[1m]
null
luanti-chop-tree
43a5cb23ee776e903e0e4228efebb44f066d3faceb04bb4c6ede046265e39169
[ "coin-run", "dodge-lanes", "doom-basic", "doom-defend-center", "doom-defend-line", "doom-take-cover", "doom-health", "doom-corridor", "doom-home", "doom-predict", "procgen-bigfish", "procgen-bossfight", "procgen-caveflyer", "procgen-chaser", "procgen-climber", "procgen-coinrun", "pro...
[ 3000 ]
0.5.0
authenticated-cli-per-frame
pixels-json-action/2
0
17.998
false
suite-p95-200-v1
200
3,273.090392
2,353.58125
9,040.905333
340
43
340
null
1
8
local-unattested
Darwin arm64
Apple M3 Max; 48 GiB RAM; 16 CPU cores; macOS arm64. One hosted model and one game run at a time. Each action starts a fresh authenticated CLI call. CLI startup, image transfer, network time, provider inference and action validation remain in the timer. Provider hardware is not known. Normal desktop tasks can use the s...
0
0
{"camera_size": [64, 64], "container_architecture": "arm64", "container_image": "sha256:f3f2df899b8709a904350472825f3253fd1a46a8d913322634a604e389fbb0fe", "engine": "craftium", "engine_revision": "8cffe4176e793f78d00b17fa7e46ccf333a7b5b0", "engine_variant": "serial-lockstep-v2", "engine_version": "0.0.1", "mesh_generat...
{"calls": 340, "observation": "png-only", "prompt_version": "pixels-json-action/2", "requested_model": "claude-opus-5[1m]", "resolved_models": ["claude-opus-5[1m]"], "tool_events": 0, "transport": "authenticated-cli-per-frame"}
generalgamebench-results/1
exhibition
hosted-rerun-2026-10-05
2026-10-05T21:50:31.662849+00:00
0d33c81deca428d525a5bdeeb0066f0ee9fa8807377f9cb74e7a7a57351a18f9
claude-claude-opus-5-1m-
exhibition
claude-opus-5[1m]
null
supertux-first-coin
43a5cb23ee776e903e0e4228efebb44f066d3faceb04bb4c6ede046265e39169
[ "coin-run", "dodge-lanes", "doom-basic", "doom-defend-center", "doom-defend-line", "doom-take-cover", "doom-health", "doom-corridor", "doom-home", "doom-predict", "procgen-bigfish", "procgen-bossfight", "procgen-caveflyer", "procgen-chaser", "procgen-climber", "procgen-coinrun", "pro...
[ 3000 ]
0.5.0
authenticated-cli-per-frame
pixels-json-action/2
0
17.998
false
suite-p95-200-v1
200
3,273.090392
2,353.58125
9,040.905333
340
43
340
null
1
8
local-unattested
Darwin arm64
Apple M3 Max; 48 GiB RAM; 16 CPU cores; macOS arm64. One hosted model and one game run at a time. Each action starts a fresh authenticated CLI call. CLI startup, image transfer, network time, provider inference and action validation remain in the timer. Provider hardware is not known. Normal desktop tasks can use the s...
0
0
{"camera_size": [640, 480], "container_architecture": "arm64", "container_image": "sha256:b3f936e8da2a38c0eab38ea1acfe56c1c47829cbe1f288775a135f0a67faadbf", "engine": "SuperTux", "engine_revision": "c1ddb4f28c54de77f07aa9965231a91c0ed06708", "engine_variant": "native-lockstep-v1", "engine_version": "0.6.3+ggbench1", "f...
{"calls": 340, "observation": "png-only", "prompt_version": "pixels-json-action/2", "requested_model": "claude-opus-5[1m]", "resolved_models": ["claude-opus-5[1m]"], "tool_events": 0, "transport": "authenticated-cli-per-frame"}
generalgamebench-results/1
exhibition
hosted-rerun-2026-10-05
2026-10-05T21:50:31.662849+00:00
0d33c81deca428d525a5bdeeb0066f0ee9fa8807377f9cb74e7a7a57351a18f9
claude-claude-opus-5-1m-
exhibition
claude-opus-5[1m]
null
dcss-first-experience
43a5cb23ee776e903e0e4228efebb44f066d3faceb04bb4c6ede046265e39169
[ "coin-run", "dodge-lanes", "doom-basic", "doom-defend-center", "doom-defend-line", "doom-take-cover", "doom-health", "doom-corridor", "doom-home", "doom-predict", "procgen-bigfish", "procgen-bossfight", "procgen-caveflyer", "procgen-chaser", "procgen-climber", "procgen-coinrun", "pro...
[ 3000 ]
0.5.0
authenticated-cli-per-frame
pixels-json-action/2
0
17.998
false
suite-p95-200-v1
200
3,273.090392
2,353.58125
9,040.905333
340
43
340
null
1
8
local-unattested
Darwin arm64
Apple M3 Max; 48 GiB RAM; 16 CPU cores; macOS arm64. One hosted model and one game run at a time. Each action starts a fresh authenticated CLI call. CLI startup, image transfer, network time, provider inference and action validation remain in the timer. Provider hardware is not known. Normal desktop tasks can use the s...
0
0
{"camera_size": [800, 600], "container_architecture": "arm64", "container_image": "sha256:942c43c70e0682b3d612e7c0b6e42eb8b35aeef42aad8bb77982bbbad4d617b8", "control_policy": "one native key per decision; no auto-explore or auto-fight", "engine": "DCSS", "engine_revision": "19cb0921cbcb6463fcedd1bb06636446c50b1905", "e...
{"calls": 340, "observation": "png-only", "prompt_version": "pixels-json-action/2", "requested_model": "claude-opus-5[1m]", "resolved_models": ["claude-opus-5[1m]"], "tool_events": 0, "transport": "authenticated-cli-per-frame"}
generalgamebench-results/1
exhibition
hosted-rerun-2026-10-05
2026-10-05T21:50:31.662849+00:00
0d33c81deca428d525a5bdeeb0066f0ee9fa8807377f9cb74e7a7a57351a18f9
claude-claude-opus-5-1m-
exhibition
claude-opus-5[1m]
null
openttd-first-road
43a5cb23ee776e903e0e4228efebb44f066d3faceb04bb4c6ede046265e39169
[ "coin-run", "dodge-lanes", "doom-basic", "doom-defend-center", "doom-defend-line", "doom-take-cover", "doom-health", "doom-corridor", "doom-home", "doom-predict", "procgen-bigfish", "procgen-bossfight", "procgen-caveflyer", "procgen-chaser", "procgen-climber", "procgen-coinrun", "pro...
[ 3000 ]
0.5.0
authenticated-cli-per-frame
pixels-json-action/2
0
17.998
false
suite-p95-200-v1
200
3,273.090392
2,353.58125
9,040.905333
340
43
340
null
1
8
local-unattested
Darwin arm64
Apple M3 Max; 48 GiB RAM; 16 CPU cores; macOS arm64. One hosted model and one game run at a time. Each action starts a fresh authenticated CLI call. CLI startup, image transfer, network time, provider inference and action validation remain in the timer. Provider hardware is not known. Normal desktop tasks can use the s...
0
0
{"camera_size": [800, 600], "container_architecture": "arm64", "container_image": "sha256:227f7a13d0f6a96f2574ac0b428755101ad54def2217d629d08d059f4e2996b0", "cursor_step_pixels": 32, "engine": "OpenTTD", "engine_revision": "14ec60f248547d4d062a1160f0fc26d742319888", "engine_variant": "native-lockstep-v1", "engine_versi...
{"calls": 340, "observation": "png-only", "prompt_version": "pixels-json-action/2", "requested_model": "claude-opus-5[1m]", "resolved_models": ["claude-opus-5[1m]"], "tool_events": 0, "transport": "authenticated-cli-per-frame"}
generalgamebench-results/1
exhibition
hosted-rerun-2026-10-05
2026-10-05T21:50:31.662849+00:00
0d33c81deca428d525a5bdeeb0066f0ee9fa8807377f9cb74e7a7a57351a18f9
claude-claude-opus-5-1m-
exhibition
claude-opus-5[1m]
null
mindustry-copper
43a5cb23ee776e903e0e4228efebb44f066d3faceb04bb4c6ede046265e39169
[ "coin-run", "dodge-lanes", "doom-basic", "doom-defend-center", "doom-defend-line", "doom-take-cover", "doom-health", "doom-corridor", "doom-home", "doom-predict", "procgen-bigfish", "procgen-bossfight", "procgen-caveflyer", "procgen-chaser", "procgen-climber", "procgen-coinrun", "pro...
[ 3000 ]
0.5.0
authenticated-cli-per-frame
pixels-json-action/2
6.667
17.998
false
suite-p95-200-v1
200
3,273.090392
2,353.58125
9,040.905333
340
43
340
null
1
8
local-unattested
Darwin arm64
Apple M3 Max; 48 GiB RAM; 16 CPU cores; macOS arm64. One hosted model and one game run at a time. Each action starts a fresh authenticated CLI call. CLI startup, image transfer, network time, provider inference and action validation remain in the timer. Provider hardware is not known. Normal desktop tasks can use the s...
0
0
{"camera_size": [960, 640], "container_architecture": "arm64", "container_image": "sha256:90468c4e5dde3dfaf18e1ec5fe337b4d32906271d3a7be899efd5b87756082a2", "cursor_step_pixels": 32, "engine": "Mindustry", "engine_revision": "067c720a8817c1c9fb586c03898a7d948caaed56", "engine_variant": "native-lockstep-v1", "engine_ver...
{"calls": 340, "observation": "png-only", "prompt_version": "pixels-json-action/2", "requested_model": "claude-opus-5[1m]", "resolved_models": ["claude-opus-5[1m]"], "tool_events": 0, "transport": "authenticated-cli-per-frame"}
generalgamebench-results/1
exhibition
hosted-rerun-2026-10-05
2026-10-05T21:50:31.662849+00:00
0d33c81deca428d525a5bdeeb0066f0ee9fa8807377f9cb74e7a7a57351a18f9
claude-claude-opus-5-1m-
exhibition
claude-opus-5[1m]
null
cdda-first-weapon
43a5cb23ee776e903e0e4228efebb44f066d3faceb04bb4c6ede046265e39169
[ "coin-run", "dodge-lanes", "doom-basic", "doom-defend-center", "doom-defend-line", "doom-take-cover", "doom-health", "doom-corridor", "doom-home", "doom-predict", "procgen-bigfish", "procgen-bossfight", "procgen-caveflyer", "procgen-chaser", "procgen-climber", "procgen-coinrun", "pro...
[ 3000 ]
0.5.0
authenticated-cli-per-frame
pixels-json-action/2
0
17.998
false
suite-p95-200-v1
200
3,273.090392
2,353.58125
9,040.905333
340
43
340
null
1
8
local-unattested
Darwin arm64
Apple M3 Max; 48 GiB RAM; 16 CPU cores; macOS arm64. One hosted model and one game run at a time. Each action starts a fresh authenticated CLI call. CLI startup, image transfer, network time, provider inference and action validation remain in the timer. Provider hardware is not known. Normal desktop tasks can use the s...
0
0
{"camera_size": [960, 640], "container_architecture": "arm64", "container_image": "sha256:eee69b35296e92b6ddc84a9ffbf737ab66ab48ae42dbbc3f1ee8e236b97c1b1f", "control_policy": "one native key per decision; tutorial popups remain visible", "engine": "Cataclysm: Dark Days Ahead", "engine_revision": "7b2efa5cea38e4d4d97dd0...
{"calls": 340, "observation": "png-only", "prompt_version": "pixels-json-action/2", "requested_model": "claude-opus-5[1m]", "resolved_models": ["claude-opus-5[1m]"], "tool_events": 0, "transport": "authenticated-cli-per-frame"}
generalgamebench-results/1
exhibition
hosted-rerun-2026-10-05
2026-10-05T21:50:31.662849+00:00
0d33c81deca428d525a5bdeeb0066f0ee9fa8807377f9cb74e7a7a57351a18f9
claude-claude-opus-5-1m-
exhibition
claude-opus-5[1m]
null
warzone-first-derrick
43a5cb23ee776e903e0e4228efebb44f066d3faceb04bb4c6ede046265e39169
[ "coin-run", "dodge-lanes", "doom-basic", "doom-defend-center", "doom-defend-line", "doom-take-cover", "doom-health", "doom-corridor", "doom-home", "doom-predict", "procgen-bigfish", "procgen-bossfight", "procgen-caveflyer", "procgen-chaser", "procgen-climber", "procgen-coinrun", "pro...
[ 3000 ]
0.5.0
authenticated-cli-per-frame
pixels-json-action/2
0
17.998
false
suite-p95-200-v1
200
3,273.090392
2,353.58125
9,040.905333
340
43
340
null
1
8
local-unattested
Darwin arm64
Apple M3 Max; 48 GiB RAM; 16 CPU cores; macOS arm64. One hosted model and one game run at a time. Each action starts a fresh authenticated CLI call. CLI startup, image transfer, network time, provider inference and action validation remain in the timer. Provider hardware is not known. Normal desktop tasks can use the s...
0
0
{"camera_size": [960, 640], "container_architecture": "arm64", "container_image": "sha256:c2c0aee72affd4e5d5be6aa03659c533e3c968365e0f62eccf1f9fbdd30f6c22", "cursor_step_pixels": 32, "engine": "Warzone 2100", "engine_revision": "7d3d8e51a61ceee89e6bf672a41337e1a9cd7392", "engine_variant": "native-lockstep-v1", "engine_...
{"calls": 340, "observation": "png-only", "prompt_version": "pixels-json-action/2", "requested_model": "claude-opus-5[1m]", "resolved_models": ["claude-opus-5[1m]"], "tool_events": 0, "transport": "authenticated-cli-per-frame"}
generalgamebench-results/1
exhibition
hosted-rerun-2026-10-05
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openai-gpt-5-6-terra
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gpt-5.6-terra
null
coin-run
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[ "coin-run", "dodge-lanes", "doom-basic", "doom-defend-center", "doom-defend-line", "doom-take-cover", "doom-health", "doom-corridor", "doom-home", "doom-predict", "procgen-bigfish", "procgen-bossfight", "procgen-caveflyer", "procgen-chaser", "procgen-climber", "procgen-coinrun", "pro...
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null
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local-unattested
Darwin arm64
Apple M3 Max; 48 GiB RAM; 16 CPU cores; macOS arm64. One hosted model and one game run at a time. Each action starts a fresh authenticated CLI call. CLI startup, image transfer, network time, provider inference and action validation remain in the timer. Provider hardware is not known. Normal desktop tasks can use the s...
0
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{}
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openai-gpt-5-6-terra
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gpt-5.6-terra
null
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[ "coin-run", "dodge-lanes", "doom-basic", "doom-defend-center", "doom-defend-line", "doom-take-cover", "doom-health", "doom-corridor", "doom-home", "doom-predict", "procgen-bigfish", "procgen-bossfight", "procgen-caveflyer", "procgen-chaser", "procgen-climber", "procgen-coinrun", "pro...
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15,372.738708
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43
340
null
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local-unattested
Darwin arm64
Apple M3 Max; 48 GiB RAM; 16 CPU cores; macOS arm64. One hosted model and one game run at a time. Each action starts a fresh authenticated CLI call. CLI startup, image transfer, network time, provider inference and action validation remain in the timer. Provider hardware is not known. Normal desktop tasks can use the s...
0
0
{}
{"calls": 340, "observation": "png-only", "prompt_version": "pixels-json-action/2", "requested_model": "gpt-5.6-terra", "tool_events": 0, "transport": "authenticated-cli-per-frame"}
generalgamebench-results/1
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openai-gpt-5-6-terra
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gpt-5.6-terra
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[ 3000 ]
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authenticated-cli-per-frame
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suite-p95-200-v1
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15,372.738708
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43
340
null
1
8
local-unattested
Darwin arm64
Apple M3 Max; 48 GiB RAM; 16 CPU cores; macOS arm64. One hosted model and one game run at a time. Each action starts a fresh authenticated CLI call. CLI startup, image transfer, network time, provider inference and action validation remain in the timer. Provider hardware is not known. Normal desktop tasks can use the s...
0
0
{}
{"calls": 340, "observation": "png-only", "prompt_version": "pixels-json-action/2", "requested_model": "gpt-5.6-terra", "tool_events": 0, "transport": "authenticated-cli-per-frame"}
generalgamebench-results/1
exhibition
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[ "coin-run", "dodge-lanes", "doom-basic", "doom-defend-center", "doom-defend-line", "doom-take-cover", "doom-health", "doom-corridor", "doom-home", "doom-predict", "procgen-bigfish", "procgen-bossfight", "procgen-caveflyer", "procgen-chaser", "procgen-climber", "procgen-coinrun", "pro...
[ 3000 ]
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authenticated-cli-per-frame
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15,372.738708
8,535.438125
21,801.74475
340
43
340
null
1
8
local-unattested
Darwin arm64
Apple M3 Max; 48 GiB RAM; 16 CPU cores; macOS arm64. One hosted model and one game run at a time. Each action starts a fresh authenticated CLI call. CLI startup, image transfer, network time, provider inference and action validation remain in the timer. Provider hardware is not known. Normal desktop tasks can use the s...
0
0
{}
{"calls": 340, "observation": "png-only", "prompt_version": "pixels-json-action/2", "requested_model": "gpt-5.6-terra", "tool_events": 0, "transport": "authenticated-cli-per-frame"}
generalgamebench-results/1
exhibition
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gpt-5.6-terra
null
doom-defend-line
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[ "coin-run", "dodge-lanes", "doom-basic", "doom-defend-center", "doom-defend-line", "doom-take-cover", "doom-health", "doom-corridor", "doom-home", "doom-predict", "procgen-bigfish", "procgen-bossfight", "procgen-caveflyer", "procgen-chaser", "procgen-climber", "procgen-coinrun", "pro...
[ 3000 ]
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authenticated-cli-per-frame
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15,372.738708
8,535.438125
21,801.74475
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43
340
null
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8
local-unattested
Darwin arm64
Apple M3 Max; 48 GiB RAM; 16 CPU cores; macOS arm64. One hosted model and one game run at a time. Each action starts a fresh authenticated CLI call. CLI startup, image transfer, network time, provider inference and action validation remain in the timer. Provider hardware is not known. Normal desktop tasks can use the s...
0
0
{}
{"calls": 340, "observation": "png-only", "prompt_version": "pixels-json-action/2", "requested_model": "gpt-5.6-terra", "tool_events": 0, "transport": "authenticated-cli-per-frame"}
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exhibition
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openai-gpt-5-6-terra
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gpt-5.6-terra
null
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[ "coin-run", "dodge-lanes", "doom-basic", "doom-defend-center", "doom-defend-line", "doom-take-cover", "doom-health", "doom-corridor", "doom-home", "doom-predict", "procgen-bigfish", "procgen-bossfight", "procgen-caveflyer", "procgen-chaser", "procgen-climber", "procgen-coinrun", "pro...
[ 3000 ]
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authenticated-cli-per-frame
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15,372.738708
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43
340
null
1
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local-unattested
Darwin arm64
Apple M3 Max; 48 GiB RAM; 16 CPU cores; macOS arm64. One hosted model and one game run at a time. Each action starts a fresh authenticated CLI call. CLI startup, image transfer, network time, provider inference and action validation remain in the timer. Provider hardware is not known. Normal desktop tasks can use the s...
0
0
{}
{"calls": 340, "observation": "png-only", "prompt_version": "pixels-json-action/2", "requested_model": "gpt-5.6-terra", "tool_events": 0, "transport": "authenticated-cli-per-frame"}
generalgamebench-results/1
exhibition
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openai-gpt-5-6-terra
exhibition
gpt-5.6-terra
null
doom-health
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[ "coin-run", "dodge-lanes", "doom-basic", "doom-defend-center", "doom-defend-line", "doom-take-cover", "doom-health", "doom-corridor", "doom-home", "doom-predict", "procgen-bigfish", "procgen-bossfight", "procgen-caveflyer", "procgen-chaser", "procgen-climber", "procgen-coinrun", "pro...
[ 3000 ]
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authenticated-cli-per-frame
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15,372.738708
8,535.438125
21,801.74475
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43
340
null
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8
local-unattested
Darwin arm64
Apple M3 Max; 48 GiB RAM; 16 CPU cores; macOS arm64. One hosted model and one game run at a time. Each action starts a fresh authenticated CLI call. CLI startup, image transfer, network time, provider inference and action validation remain in the timer. Provider hardware is not known. Normal desktop tasks can use the s...
0
0
{}
{"calls": 340, "observation": "png-only", "prompt_version": "pixels-json-action/2", "requested_model": "gpt-5.6-terra", "tool_events": 0, "transport": "authenticated-cli-per-frame"}
generalgamebench-results/1
exhibition
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openai-gpt-5-6-terra
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gpt-5.6-terra
null
doom-corridor
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[ "coin-run", "dodge-lanes", "doom-basic", "doom-defend-center", "doom-defend-line", "doom-take-cover", "doom-health", "doom-corridor", "doom-home", "doom-predict", "procgen-bigfish", "procgen-bossfight", "procgen-caveflyer", "procgen-chaser", "procgen-climber", "procgen-coinrun", "pro...
[ 3000 ]
0.5.0
authenticated-cli-per-frame
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suite-p95-200-v1
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15,372.738708
8,535.438125
21,801.74475
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43
340
null
1
8
local-unattested
Darwin arm64
Apple M3 Max; 48 GiB RAM; 16 CPU cores; macOS arm64. One hosted model and one game run at a time. Each action starts a fresh authenticated CLI call. CLI startup, image transfer, network time, provider inference and action validation remain in the timer. Provider hardware is not known. Normal desktop tasks can use the s...
0
0
{}
{"calls": 340, "observation": "png-only", "prompt_version": "pixels-json-action/2", "requested_model": "gpt-5.6-terra", "tool_events": 0, "transport": "authenticated-cli-per-frame"}
generalgamebench-results/1
exhibition
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2026-10-05T21:50:31.662849+00:00
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openai-gpt-5-6-terra
exhibition
gpt-5.6-terra
null
doom-home
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[ "coin-run", "dodge-lanes", "doom-basic", "doom-defend-center", "doom-defend-line", "doom-take-cover", "doom-health", "doom-corridor", "doom-home", "doom-predict", "procgen-bigfish", "procgen-bossfight", "procgen-caveflyer", "procgen-chaser", "procgen-climber", "procgen-coinrun", "pro...
[ 3000 ]
0.5.0
authenticated-cli-per-frame
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15,372.738708
8,535.438125
21,801.74475
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43
340
null
1
8
local-unattested
Darwin arm64
Apple M3 Max; 48 GiB RAM; 16 CPU cores; macOS arm64. One hosted model and one game run at a time. Each action starts a fresh authenticated CLI call. CLI startup, image transfer, network time, provider inference and action validation remain in the timer. Provider hardware is not known. Normal desktop tasks can use the s...
0
0
{}
{"calls": 340, "observation": "png-only", "prompt_version": "pixels-json-action/2", "requested_model": "gpt-5.6-terra", "tool_events": 0, "transport": "authenticated-cli-per-frame"}
generalgamebench-results/1
exhibition
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2026-10-05T21:50:31.662849+00:00
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openai-gpt-5-6-terra
exhibition
gpt-5.6-terra
null
doom-predict
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[ "coin-run", "dodge-lanes", "doom-basic", "doom-defend-center", "doom-defend-line", "doom-take-cover", "doom-health", "doom-corridor", "doom-home", "doom-predict", "procgen-bigfish", "procgen-bossfight", "procgen-caveflyer", "procgen-chaser", "procgen-climber", "procgen-coinrun", "pro...
[ 3000 ]
0.5.0
authenticated-cli-per-frame
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suite-p95-200-v1
200
15,372.738708
8,535.438125
21,801.74475
340
43
340
null
1
8
local-unattested
Darwin arm64
Apple M3 Max; 48 GiB RAM; 16 CPU cores; macOS arm64. One hosted model and one game run at a time. Each action starts a fresh authenticated CLI call. CLI startup, image transfer, network time, provider inference and action validation remain in the timer. Provider hardware is not known. Normal desktop tasks can use the s...
0
0
{}
{"calls": 340, "observation": "png-only", "prompt_version": "pixels-json-action/2", "requested_model": "gpt-5.6-terra", "tool_events": 0, "transport": "authenticated-cli-per-frame"}
generalgamebench-results/1
exhibition
hosted-rerun-2026-10-05
2026-10-05T21:50:31.662849+00:00
0d33c81deca428d525a5bdeeb0066f0ee9fa8807377f9cb74e7a7a57351a18f9
openai-gpt-5-6-terra
exhibition
gpt-5.6-terra
null
procgen-bigfish
43a5cb23ee776e903e0e4228efebb44f066d3faceb04bb4c6ede046265e39169
[ "coin-run", "dodge-lanes", "doom-basic", "doom-defend-center", "doom-defend-line", "doom-take-cover", "doom-health", "doom-corridor", "doom-home", "doom-predict", "procgen-bigfish", "procgen-bossfight", "procgen-caveflyer", "procgen-chaser", "procgen-climber", "procgen-coinrun", "pro...
[ 3000 ]
0.5.0
authenticated-cli-per-frame
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suite-p95-200-v1
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15,372.738708
8,535.438125
21,801.74475
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43
340
null
1
8
local-unattested
Darwin arm64
Apple M3 Max; 48 GiB RAM; 16 CPU cores; macOS arm64. One hosted model and one game run at a time. Each action starts a fresh authenticated CLI call. CLI startup, image transfer, network time, provider inference and action validation remain in the timer. Provider hardware is not known. Normal desktop tasks can use the s...
0
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{"engine": "procgen", "engine_version": "0.10.7", "numpy_version": "1.26.4", "observation": "rendered-rgb-only", "replay": "exact-frame-and-score", "score_range": [1, 40], "seed_policy": "fixed-initial-reset", "simulation": "lockstep", "task_id": "procgen-bigfish", "task_version": "1"}
{"calls": 340, "observation": "png-only", "prompt_version": "pixels-json-action/2", "requested_model": "gpt-5.6-terra", "tool_events": 0, "transport": "authenticated-cli-per-frame"}
generalgamebench-results/1
exhibition
hosted-rerun-2026-10-05
2026-10-05T21:50:31.662849+00:00
0d33c81deca428d525a5bdeeb0066f0ee9fa8807377f9cb74e7a7a57351a18f9
openai-gpt-5-6-terra
exhibition
gpt-5.6-terra
null
procgen-bossfight
43a5cb23ee776e903e0e4228efebb44f066d3faceb04bb4c6ede046265e39169
[ "coin-run", "dodge-lanes", "doom-basic", "doom-defend-center", "doom-defend-line", "doom-take-cover", "doom-health", "doom-corridor", "doom-home", "doom-predict", "procgen-bigfish", "procgen-bossfight", "procgen-caveflyer", "procgen-chaser", "procgen-climber", "procgen-coinrun", "pro...
[ 3000 ]
0.5.0
authenticated-cli-per-frame
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suite-p95-200-v1
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15,372.738708
8,535.438125
21,801.74475
340
43
340
null
1
8
local-unattested
Darwin arm64
Apple M3 Max; 48 GiB RAM; 16 CPU cores; macOS arm64. One hosted model and one game run at a time. Each action starts a fresh authenticated CLI call. CLI startup, image transfer, network time, provider inference and action validation remain in the timer. Provider hardware is not known. Normal desktop tasks can use the s...
0
0
{"engine": "procgen", "engine_version": "0.10.7", "numpy_version": "1.26.4", "observation": "rendered-rgb-only", "replay": "exact-frame-and-score", "score_range": [0.5, 13], "seed_policy": "fixed-initial-reset", "simulation": "lockstep", "task_id": "procgen-bossfight", "task_version": "1"}
{"calls": 340, "observation": "png-only", "prompt_version": "pixels-json-action/2", "requested_model": "gpt-5.6-terra", "tool_events": 0, "transport": "authenticated-cli-per-frame"}
generalgamebench-results/1
exhibition
hosted-rerun-2026-10-05
2026-10-05T21:50:31.662849+00:00
0d33c81deca428d525a5bdeeb0066f0ee9fa8807377f9cb74e7a7a57351a18f9
openai-gpt-5-6-terra
exhibition
gpt-5.6-terra
null
procgen-caveflyer
43a5cb23ee776e903e0e4228efebb44f066d3faceb04bb4c6ede046265e39169
[ "coin-run", "dodge-lanes", "doom-basic", "doom-defend-center", "doom-defend-line", "doom-take-cover", "doom-health", "doom-corridor", "doom-home", "doom-predict", "procgen-bigfish", "procgen-bossfight", "procgen-caveflyer", "procgen-chaser", "procgen-climber", "procgen-coinrun", "pro...
[ 3000 ]
0.5.0
authenticated-cli-per-frame
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suite-p95-200-v1
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15,372.738708
8,535.438125
21,801.74475
340
43
340
null
1
8
local-unattested
Darwin arm64
Apple M3 Max; 48 GiB RAM; 16 CPU cores; macOS arm64. One hosted model and one game run at a time. Each action starts a fresh authenticated CLI call. CLI startup, image transfer, network time, provider inference and action validation remain in the timer. Provider hardware is not known. Normal desktop tasks can use the s...
0
0
{"engine": "procgen", "engine_version": "0.10.7", "numpy_version": "1.26.4", "observation": "rendered-rgb-only", "replay": "exact-frame-and-score", "score_range": [2, 12], "seed_policy": "fixed-initial-reset", "simulation": "lockstep", "task_id": "procgen-caveflyer", "task_version": "1"}
{"calls": 340, "observation": "png-only", "prompt_version": "pixels-json-action/2", "requested_model": "gpt-5.6-terra", "tool_events": 0, "transport": "authenticated-cli-per-frame"}
generalgamebench-results/1
exhibition
hosted-rerun-2026-10-05
2026-10-05T21:50:31.662849+00:00
0d33c81deca428d525a5bdeeb0066f0ee9fa8807377f9cb74e7a7a57351a18f9
openai-gpt-5-6-terra
exhibition
gpt-5.6-terra
null
procgen-chaser
43a5cb23ee776e903e0e4228efebb44f066d3faceb04bb4c6ede046265e39169
[ "coin-run", "dodge-lanes", "doom-basic", "doom-defend-center", "doom-defend-line", "doom-take-cover", "doom-health", "doom-corridor", "doom-home", "doom-predict", "procgen-bigfish", "procgen-bossfight", "procgen-caveflyer", "procgen-chaser", "procgen-climber", "procgen-coinrun", "pro...
[ 3000 ]
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authenticated-cli-per-frame
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suite-p95-200-v1
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15,372.738708
8,535.438125
21,801.74475
340
43
340
null
1
8
local-unattested
Darwin arm64
Apple M3 Max; 48 GiB RAM; 16 CPU cores; macOS arm64. One hosted model and one game run at a time. Each action starts a fresh authenticated CLI call. CLI startup, image transfer, network time, provider inference and action validation remain in the timer. Provider hardware is not known. Normal desktop tasks can use the s...
0
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{"engine": "procgen", "engine_version": "0.10.7", "numpy_version": "1.26.4", "observation": "rendered-rgb-only", "replay": "exact-frame-and-score", "score_range": [0.5, 13], "seed_policy": "fixed-initial-reset", "simulation": "lockstep", "task_id": "procgen-chaser", "task_version": "1"}
{"calls": 340, "observation": "png-only", "prompt_version": "pixels-json-action/2", "requested_model": "gpt-5.6-terra", "tool_events": 0, "transport": "authenticated-cli-per-frame"}