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https://huggingface.co/spaces/SimWorld-AI/Code4Scene/resolve/main/gallery/index.html
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hf download hf://spaces/SimWorld-AI/Code4Scene/gallery/index.html
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curl -L -o index.html https://huggingface.co/spaces/SimWorld-AI/Code4Scene/resolve/main/gallery/index.html
87.6 kB
| <html lang="en"><head> | |
| <meta charset="utf-8"/><meta content="width=device-width,initial-scale=1" name="viewport"/> | |
| <title>Code4Scene · Gallery</title><meta content="Every Text-to-Scene output of the October 2026 re-run, by agent." name="description"/> | |
| <link href="../assets/simworld-mark.png?v=20261017logo" rel="icon" sizes="192x192" type="image/png"/><link href="../assets/simworld-mark.png?v=20261017logo" rel="apple-touch-icon"/> | |
| <link href="../assets/paper.css?v=5427505a" rel="stylesheet"/> | |
| <link href="../assets/buildingbench.css?v=20261017logo" rel="stylesheet"/> | |
| <link href="../assets/gallery.css?v=20261017c4s" rel="stylesheet"/> | |
| <link rel="stylesheet" href="../assets/explore/gallery-links.css?v=20261019explore1" data-explore-include> | |
| </head><body class="gallery-page"><a class="skip-link" href="#main">Skip to the gallery</a> | |
| <header class="site-header"><div class="brand"><a aria-label="Code4Scene home" class="brand-home" href="../index.html#top"><img alt="" class="brand-mark" decoding="async" height="30" src="../assets/simworld-mark.png?v=20261017logo" width="30"/><span>Code4Scene</span></a><a class="brand-by" href="https://simworld.org/">by SimWorld</a></div><nav aria-label="Main navigation"><a href="../index.html#top">Benchmark</a><a href="../index.html#leaderboard">Leaderboard</a><a href="../index.html#cases">Visualization</a><a class="nav-active" href="../gallery/index.html">Gallery</a><a href="https://arxiv.org/abs/2609.36777" rel="noopener" target="_blank">Paper ↗</a><a href="https://github.com/SimWorld-AI/Code4Scene" rel="noopener" target="_blank">Github ↗</a></nav></header> | |
| <main class="page-main" id="main"> | |
| <section class="gal-top"><div class="container"><span class="section-label">Gallery</span><h1 class="section-title">Every scene, every agent</h1><p class="section-desc">What each configuration built on the 20 Research Track scenes in the October 2026 Text-to-Scene re-run, as the evaluator saw it: four renders per scene from the benchmark's own cameras, with the case score and the agent's cost. Scores are truncated to three decimals; a case without a valid scene scores 0.</p><nav aria-label="Browse the gallery" class="gal-switch"><a aria-current="page" class="on" href="index.html">By agent</a><a href="cases.html">By scene</a></nav></div></section><section class="gal-body"><div class="container"><p class="gal-note">In leaderboard order. The strip shows the same five scenes for every agent: Blue City, Cyberpunk, Egyptian Temple, Nordic Harbour, Winter Town.</p><ol class="gal-agents"><li><a class="gal-agent" href="model/claude-sonnet-5.5-max.html"><span class="rk">1</span><span class="who"><span class="logo" aria-hidden="true"><svg fill="#D97757" fill-rule="evenodd" viewBox="0 0 24 24" xmlns="http://www.w3.org/2000/svg"><title>Claude</title><path d="M4.709 15.955l4.72-2.647.08-.23-.08-.128H9.2l-.79-.048-2.698-.073-2.339-.097-2.266-.122-.571-.121L0 11.784l.055-.352.48-.321.686.06 1.52.103 2.278.158 1.652.097 2.449.255h.389l.055-.157-.134-.098-.103-.097-2.358-1.596-2.552-1.688-1.336-.972-.724-.491-.364-.462-.158-1.008.656-.722.881.06.225.061.893.686 1.908 1.476 2.491 1.833.365.304.145-.103.019-.073-.164-.274-1.355-2.446-1.446-2.49-.644-1.032-.17-.619a2.97 2.97 0 01-.104-.729L6.283.134 6.696 0l.996.134.42.364.62 1.414 1.002 2.229 1.555 3.03.456.898.243.832.091.255h.158V9.01l.128-1.706.237-2.095.23-2.695.08-.76.376-.91.747-.492.584.28.48.685-.067.444-.286 1.851-.559 2.903-.364 1.942h.212l.243-.242.985-1.306 1.652-2.064.73-.82.85-.904.547-.431h1.033l.76 1.129-.34 1.166-1.064 1.347-.881 1.142-1.264 1.7-.79 1.36.073.11.188-.02 2.856-.606 1.543-.28 1.841-.315.833.388.091.395-.328.807-1.969.486-2.309.462-3.439.813-.042.03.049.061 1.549.146.662.036h1.622l3.02.225.79.522.474.638-.079.485-1.215.62-1.64-.389-3.829-.91-1.312-.329h-.182v.11l1.093 1.068 2.006 1.81 2.509 2.33.127.578-.322.455-.34-.049-2.205-1.657-.851-.747-1.926-1.62h-.128v.17l.444.649 2.345 3.521.122 1.08-.17.353-.608.213-.668-.122-1.374-1.925-1.415-2.167-1.143-1.943-.14.08-.674 7.254-.316.37-.729.28-.607-.461-.322-.747.322-1.476.389-1.924.315-1.53.286-1.9.17-.632-.012-.042-.14.018-1.434 1.967-2.18 2.945-1.726 1.845-.414.164-.717-.37.067-.662.401-.589 2.388-3.036 1.44-1.882.93-1.086-.006-.158h-.055L4.132 18.56l-1.13.146-.487-.456.061-.746.231-.243 1.908-1.312-.006.006z"></path></svg></span><span><b>Claude Sonnet 5.5 (max)</b><small>Anthropic</small></span></span><span class="num"><small>Score</small><b>0.837</b></span><span class="num"><small>Median cost</small>$26.93</span><span class="strip" aria-hidden="true"><img alt="" decoding="async" height="270" loading="lazy" src="img/claude-sonnet-5.5-max/blue-city/v0_t.webp?v=20261017c4s" width="480"/><img alt="" decoding="async" height="270" loading="lazy" src="img/claude-sonnet-5.5-max/cyberpunk/v0_t.webp?v=20261017c4s" width="480"/><img alt="" decoding="async" height="270" loading="lazy" src="img/claude-sonnet-5.5-max/egyptian-temple/v0_t.webp?v=20261017c4s" width="480"/><img alt="" decoding="async" height="270" loading="lazy" src="img/claude-sonnet-5.5-max/nordic-harbour/v0_t.webp?v=20261017c4s" width="480"/><img alt="" decoding="async" height="270" loading="lazy" src="img/claude-sonnet-5.5-max/winter-town/v0_t.webp?v=20261017c4s" width="480"/></span></a></li><li><a class="gal-agent" href="model/claude-opus-5.5-max.html"><span class="rk">2</span><span class="who"><span class="logo" aria-hidden="true"><svg fill="#D97757" fill-rule="evenodd" viewBox="0 0 24 24" xmlns="http://www.w3.org/2000/svg"><title>Claude</title><path d="M4.709 15.955l4.72-2.647.08-.23-.08-.128H9.2l-.79-.048-2.698-.073-2.339-.097-2.266-.122-.571-.121L0 11.784l.055-.352.48-.321.686.06 1.52.103 2.278.158 1.652.097 2.449.255h.389l.055-.157-.134-.098-.103-.097-2.358-1.596-2.552-1.688-1.336-.972-.724-.491-.364-.462-.158-1.008.656-.722.881.06.225.061.893.686 1.908 1.476 2.491 1.833.365.304.145-.103.019-.073-.164-.274-1.355-2.446-1.446-2.49-.644-1.032-.17-.619a2.97 2.97 0 01-.104-.729L6.283.134 6.696 0l.996.134.42.364.62 1.414 1.002 2.229 1.555 3.03.456.898.243.832.091.255h.158V9.01l.128-1.706.237-2.095.23-2.695.08-.76.376-.91.747-.492.584.28.48.685-.067.444-.286 1.851-.559 2.903-.364 1.942h.212l.243-.242.985-1.306 1.652-2.064.73-.82.85-.904.547-.431h1.033l.76 1.129-.34 1.166-1.064 1.347-.881 1.142-1.264 1.7-.79 1.36.073.11.188-.02 2.856-.606 1.543-.28 1.841-.315.833.388.091.395-.328.807-1.969.486-2.309.462-3.439.813-.042.03.049.061 1.549.146.662.036h1.622l3.02.225.79.522.474.638-.079.485-1.215.62-1.64-.389-3.829-.91-1.312-.329h-.182v.11l1.093 1.068 2.006 1.81 2.509 2.33.127.578-.322.455-.34-.049-2.205-1.657-.851-.747-1.926-1.62h-.128v.17l.444.649 2.345 3.521.122 1.08-.17.353-.608.213-.668-.122-1.374-1.925-1.415-2.167-1.143-1.943-.14.08-.674 7.254-.316.37-.729.28-.607-.461-.322-.747.322-1.476.389-1.924.315-1.53.286-1.9.17-.632-.012-.042-.14.018-1.434 1.967-2.18 2.945-1.726 1.845-.414.164-.717-.37.067-.662.401-.589 2.388-3.036 1.44-1.882.93-1.086-.006-.158h-.055L4.132 18.56l-1.13.146-.487-.456.061-.746.231-.243 1.908-1.312-.006.006z"></path></svg></span><span><b>Claude Opus 5.5 (max)</b><small>Anthropic</small></span></span><span class="num"><small>Score</small><b>0.832</b></span><span class="num"><small>Median cost</small>$26.90</span><span class="strip" aria-hidden="true"><img alt="" decoding="async" height="270" loading="lazy" src="img/claude-opus-5.5-max/blue-city/v0_t.webp?v=20261017c4s" width="480"/><img alt="" decoding="async" height="270" loading="lazy" src="img/claude-opus-5.5-max/cyberpunk/v0_t.webp?v=20261017c4s" width="480"/><img alt="" decoding="async" height="270" loading="lazy" src="img/claude-opus-5.5-max/egyptian-temple/v0_t.webp?v=20261017c4s" width="480"/><img alt="" decoding="async" height="270" loading="lazy" src="img/claude-opus-5.5-max/nordic-harbour/v0_t.webp?v=20261017c4s" width="480"/><img alt="" decoding="async" height="270" loading="lazy" src="img/claude-opus-5.5-max/winter-town/v0_t.webp?v=20261017c4s" width="480"/></span></a></li><li><a class="gal-agent" href="model/claude-fable-5.1-max.html"><span class="rk">3</span><span class="who"><span class="logo" aria-hidden="true"><svg fill="#D97757" fill-rule="evenodd" viewBox="0 0 24 24" xmlns="http://www.w3.org/2000/svg"><title>Claude</title><path d="M4.709 15.955l4.72-2.647.08-.23-.08-.128H9.2l-.79-.048-2.698-.073-2.339-.097-2.266-.122-.571-.121L0 11.784l.055-.352.48-.321.686.06 1.52.103 2.278.158 1.652.097 2.449.255h.389l.055-.157-.134-.098-.103-.097-2.358-1.596-2.552-1.688-1.336-.972-.724-.491-.364-.462-.158-1.008.656-.722.881.06.225.061.893.686 1.908 1.476 2.491 1.833.365.304.145-.103.019-.073-.164-.274-1.355-2.446-1.446-2.49-.644-1.032-.17-.619a2.97 2.97 0 01-.104-.729L6.283.134 6.696 0l.996.134.42.364.62 1.414 1.002 2.229 1.555 3.03.456.898.243.832.091.255h.158V9.01l.128-1.706.237-2.095.23-2.695.08-.76.376-.91.747-.492.584.28.48.685-.067.444-.286 1.851-.559 2.903-.364 1.942h.212l.243-.242.985-1.306 1.652-2.064.73-.82.85-.904.547-.431h1.033l.76 1.129-.34 1.166-1.064 1.347-.881 1.142-1.264 1.7-.79 1.36.073.11.188-.02 2.856-.606 1.543-.28 1.841-.315.833.388.091.395-.328.807-1.969.486-2.309.462-3.439.813-.042.03.049.061 1.549.146.662.036h1.622l3.02.225.79.522.474.638-.079.485-1.215.62-1.64-.389-3.829-.91-1.312-.329h-.182v.11l1.093 1.068 2.006 1.81 2.509 2.33.127.578-.322.455-.34-.049-2.205-1.657-.851-.747-1.926-1.62h-.128v.17l.444.649 2.345 3.521.122 1.08-.17.353-.608.213-.668-.122-1.374-1.925-1.415-2.167-1.143-1.943-.14.08-.674 7.254-.316.37-.729.28-.607-.461-.322-.747.322-1.476.389-1.924.315-1.53.286-1.9.17-.632-.012-.042-.14.018-1.434 1.967-2.18 2.945-1.726 1.845-.414.164-.717-.37.067-.662.401-.589 2.388-3.036 1.44-1.882.93-1.086-.006-.158h-.055L4.132 18.56l-1.13.146-.487-.456.061-.746.231-.243 1.908-1.312-.006.006z"></path></svg></span><span><b>Claude Fable 5.1 (max)</b><small>Anthropic</small></span></span><span class="num"><small>Score</small><b>0.800</b></span><span class="num"><small>Median cost</small>$23.42</span><span class="strip" aria-hidden="true"><img alt="" decoding="async" height="270" loading="lazy" src="img/claude-fable-5.1-max/blue-city/v0_t.webp?v=20261017c4s" width="480"/><img alt="" decoding="async" height="270" loading="lazy" src="img/claude-fable-5.1-max/cyberpunk/v0_t.webp?v=20261017c4s" width="480"/><img alt="" decoding="async" height="270" loading="lazy" src="img/claude-fable-5.1-max/egyptian-temple/v0_t.webp?v=20261017c4s" width="480"/><img alt="" decoding="async" height="270" loading="lazy" src="img/claude-fable-5.1-max/nordic-harbour/v0_t.webp?v=20261017c4s" width="480"/><img alt="" decoding="async" height="270" loading="lazy" src="img/claude-fable-5.1-max/winter-town/v0_t.webp?v=20261017c4s" width="480"/></span></a></li><li><a class="gal-agent" href="model/gpt-6-astra-max.html"><span class="rk">4</span><span class="who"><span class="logo" aria-hidden="true"><svg fill="currentColor" fill-rule="evenodd" viewBox="0 0 24 24" xmlns="http://www.w3.org/2000/svg"><title>OpenAI</title><path d="M9.205 8.658v-2.26c0-.19.072-.333.238-.428l4.543-2.616c.619-.357 1.356-.523 2.117-.523 2.854 0 4.662 2.212 4.662 4.566 0 .167 0 .357-.024.547l-4.71-2.759a.797.797 0 00-.856 0l-5.97 3.473zm10.609 8.8V12.06c0-.333-.143-.57-.429-.737l-5.97-3.473 1.95-1.118a.433.433 0 01.476 0l4.543 2.617c1.309.76 2.189 2.378 2.189 3.948 0 1.808-1.07 3.473-2.76 4.163zM7.802 12.703l-1.95-1.142c-.167-.095-.239-.238-.239-.428V5.899c0-2.545 1.95-4.472 4.591-4.472 1 0 1.927.333 2.712.928L8.23 5.067c-.285.166-.428.404-.428.737v6.898zM12 15.128l-2.795-1.57v-3.33L12 8.658l2.795 1.57v3.33L12 15.128zm1.796 7.23c-1 0-1.927-.332-2.712-.927l4.686-2.712c.285-.166.428-.404.428-.737v-6.898l1.974 1.142c.167.095.238.238.238.428v5.233c0 2.545-1.974 4.472-4.614 4.472zm-5.637-5.303l-4.544-2.617c-1.308-.761-2.188-2.378-2.188-3.948A4.482 4.482 0 014.21 6.327v5.423c0 .333.143.571.428.738l5.947 3.449-1.95 1.118a.432.432 0 01-.476 0zm-.262 3.9c-2.688 0-4.662-2.021-4.662-4.519 0-.19.024-.38.047-.57l4.686 2.71c.286.167.571.167.856 0l5.97-3.448v2.26c0 .19-.07.333-.237.428l-4.543 2.616c-.619.357-1.356.523-2.117.523zm5.899 2.83a5.947 5.947 0 005.827-4.756C22.287 18.339 24 15.84 24 13.296c0-1.665-.713-3.282-1.998-4.448.119-.5.19-.999.19-1.498 0-3.401-2.759-5.947-5.946-5.947-.642 0-1.26.095-1.88.31A5.962 5.962 0 0010.205 0a5.947 5.947 0 00-5.827 4.757C1.713 5.447 0 7.945 0 10.49c0 1.666.713 3.283 1.998 4.448-.119.5-.19 1-.19 1.499 0 3.401 2.759 5.946 5.946 5.946.642 0 1.26-.095 1.88-.309a5.96 5.96 0 004.162 1.713z"></path></svg></span><span><b>GPT-6 Astra (max)</b><small>OpenAI</small></span></span><span class="num"><small>Score</small><b>0.790</b></span><span class="num"><small>Median cost</small>$14.25</span><span class="strip" aria-hidden="true"><img alt="" decoding="async" height="270" loading="lazy" src="img/gpt-6-astra-max/blue-city/v0_t.webp?v=20261017c4s" width="480"/><img alt="" decoding="async" height="270" loading="lazy" src="img/gpt-6-astra-max/cyberpunk/v0_t.webp?v=20261017c4s" width="480"/><img alt="" decoding="async" height="270" loading="lazy" src="img/gpt-6-astra-max/egyptian-temple/v0_t.webp?v=20261017c4s" width="480"/><img alt="" decoding="async" height="270" loading="lazy" src="img/gpt-6-astra-max/nordic-harbour/v0_t.webp?v=20261017c4s" width="480"/><img alt="" decoding="async" height="270" loading="lazy" src="img/gpt-6-astra-max/winter-town/v0_t.webp?v=20261017c4s" width="480"/></span></a></li><li><a class="gal-agent" href="model/gpt-6.1-sol-max.html"><span class="rk">5</span><span class="who"><span class="logo" aria-hidden="true"><svg fill="currentColor" fill-rule="evenodd" viewBox="0 0 24 24" xmlns="http://www.w3.org/2000/svg"><title>OpenAI</title><path d="M9.205 8.658v-2.26c0-.19.072-.333.238-.428l4.543-2.616c.619-.357 1.356-.523 2.117-.523 2.854 0 4.662 2.212 4.662 4.566 0 .167 0 .357-.024.547l-4.71-2.759a.797.797 0 00-.856 0l-5.97 3.473zm10.609 8.8V12.06c0-.333-.143-.57-.429-.737l-5.97-3.473 1.95-1.118a.433.433 0 01.476 0l4.543 2.617c1.309.76 2.189 2.378 2.189 3.948 0 1.808-1.07 3.473-2.76 4.163zM7.802 12.703l-1.95-1.142c-.167-.095-.239-.238-.239-.428V5.899c0-2.545 1.95-4.472 4.591-4.472 1 0 1.927.333 2.712.928L8.23 5.067c-.285.166-.428.404-.428.737v6.898zM12 15.128l-2.795-1.57v-3.33L12 8.658l2.795 1.57v3.33L12 15.128zm1.796 7.23c-1 0-1.927-.332-2.712-.927l4.686-2.712c.285-.166.428-.404.428-.737v-6.898l1.974 1.142c.167.095.238.238.238.428v5.233c0 2.545-1.974 4.472-4.614 4.472zm-5.637-5.303l-4.544-2.617c-1.308-.761-2.188-2.378-2.188-3.948A4.482 4.482 0 014.21 6.327v5.423c0 .333.143.571.428.738l5.947 3.449-1.95 1.118a.432.432 0 01-.476 0zm-.262 3.9c-2.688 0-4.662-2.021-4.662-4.519 0-.19.024-.38.047-.57l4.686 2.71c.286.167.571.167.856 0l5.97-3.448v2.26c0 .19-.07.333-.237.428l-4.543 2.616c-.619.357-1.356.523-2.117.523zm5.899 2.83a5.947 5.947 0 005.827-4.756C22.287 18.339 24 15.84 24 13.296c0-1.665-.713-3.282-1.998-4.448.119-.5.19-.999.19-1.498 0-3.401-2.759-5.947-5.946-5.947-.642 0-1.26.095-1.88.31A5.962 5.962 0 0010.205 0a5.947 5.947 0 00-5.827 4.757C1.713 5.447 0 7.945 0 10.49c0 1.666.713 3.283 1.998 4.448-.119.5-.19 1-.19 1.499 0 3.401 2.759 5.946 5.946 5.946.642 0 1.26-.095 1.88-.309a5.96 5.96 0 004.162 1.713z"></path></svg></span><span><b>GPT-6.1 Sol (max)</b><small>OpenAI</small></span></span><span class="num"><small>Score</small><b>0.784</b></span><span class="num"><small>Median cost</small>$2.59</span><span class="strip" aria-hidden="true"><img alt="" decoding="async" height="270" loading="lazy" src="img/gpt-6.1-sol-max/blue-city/v0_t.webp?v=20261017c4s" width="480"/><img alt="" decoding="async" height="270" loading="lazy" src="img/gpt-6.1-sol-max/cyberpunk/v0_t.webp?v=20261017c4s" width="480"/><img alt="" decoding="async" height="270" loading="lazy" src="img/gpt-6.1-sol-max/egyptian-temple/v0_t.webp?v=20261017c4s" width="480"/><img alt="" decoding="async" height="270" loading="lazy" src="img/gpt-6.1-sol-max/nordic-harbour/v0_t.webp?v=20261017c4s" width="480"/><img alt="" decoding="async" height="270" loading="lazy" src="img/gpt-6.1-sol-max/winter-town/v0_t.webp?v=20261017c4s" width="480"/></span></a></li><li><a class="gal-agent" href="model/gemini-4-argon-high.html"><span class="rk">6</span><span class="who"><span class="logo" aria-hidden="true"><svg fill="url(#c4sGemG5)" fill-rule="evenodd" viewBox="0 0 24 24" xmlns="http://www.w3.org/2000/svg"><defs><linearGradient id="c4sGemG5" x1="0" y1="0" x2="1" y2="1"><stop offset="0" stop-color="#4796E3"/><stop offset=".55" stop-color="#9168C0"/><stop offset="1" stop-color="#D96570"/></linearGradient></defs><title>Gemini</title><path d="M20.616 10.835a14.147 14.147 0 01-4.45-3.001 14.111 14.111 0 01-3.678-6.452.503.503 0 00-.975 0 14.134 14.134 0 01-3.679 6.452 14.155 14.155 0 01-4.45 3.001c-.65.28-1.318.505-2.002.678a.502.502 0 000 .975c.684.172 1.35.397 2.002.677a14.147 14.147 0 014.45 3.001 14.112 14.112 0 013.679 6.453.502.502 0 00.975 0c.172-.685.397-1.351.677-2.003a14.145 14.145 0 013.001-4.45 14.113 14.113 0 016.453-3.678.503.503 0 000-.975 13.245 13.245 0 01-2.003-.678z"></path></svg></span><span><b>Gemini 4 Argon (high)</b><small>Google</small></span></span><span class="num"><small>Score</small><b>0.777</b></span><span class="num"><small>Median cost</small>$4.83</span><span class="strip" aria-hidden="true"><img alt="" decoding="async" height="270" loading="lazy" src="img/gemini-4-argon-high/blue-city/v0_t.webp?v=20261017c4s" width="480"/><img alt="" decoding="async" height="270" loading="lazy" src="img/gemini-4-argon-high/cyberpunk/v0_t.webp?v=20261017c4s" width="480"/><img alt="" decoding="async" height="270" loading="lazy" src="img/gemini-4-argon-high/egyptian-temple/v0_t.webp?v=20261017c4s" width="480"/><img alt="" decoding="async" height="270" loading="lazy" src="img/gemini-4-argon-high/nordic-harbour/v0_t.webp?v=20261017c4s" width="480"/><img alt="" decoding="async" height="270" loading="lazy" src="img/gemini-4-argon-high/winter-town/v0_t.webp?v=20261017c4s" width="480"/></span></a></li><li><a class="gal-agent" href="model/gpt-6.1-terra-max.html"><span class="rk">7</span><span class="who"><span class="logo" aria-hidden="true"><svg fill="currentColor" fill-rule="evenodd" viewBox="0 0 24 24" xmlns="http://www.w3.org/2000/svg"><title>OpenAI</title><path d="M9.205 8.658v-2.26c0-.19.072-.333.238-.428l4.543-2.616c.619-.357 1.356-.523 2.117-.523 2.854 0 4.662 2.212 4.662 4.566 0 .167 0 .357-.024.547l-4.71-2.759a.797.797 0 00-.856 0l-5.97 3.473zm10.609 8.8V12.06c0-.333-.143-.57-.429-.737l-5.97-3.473 1.95-1.118a.433.433 0 01.476 0l4.543 2.617c1.309.76 2.189 2.378 2.189 3.948 0 1.808-1.07 3.473-2.76 4.163zM7.802 12.703l-1.95-1.142c-.167-.095-.239-.238-.239-.428V5.899c0-2.545 1.95-4.472 4.591-4.472 1 0 1.927.333 2.712.928L8.23 5.067c-.285.166-.428.404-.428.737v6.898zM12 15.128l-2.795-1.57v-3.33L12 8.658l2.795 1.57v3.33L12 15.128zm1.796 7.23c-1 0-1.927-.332-2.712-.927l4.686-2.712c.285-.166.428-.404.428-.737v-6.898l1.974 1.142c.167.095.238.238.238.428v5.233c0 2.545-1.974 4.472-4.614 4.472zm-5.637-5.303l-4.544-2.617c-1.308-.761-2.188-2.378-2.188-3.948A4.482 4.482 0 014.21 6.327v5.423c0 .333.143.571.428.738l5.947 3.449-1.95 1.118a.432.432 0 01-.476 0zm-.262 3.9c-2.688 0-4.662-2.021-4.662-4.519 0-.19.024-.38.047-.57l4.686 2.71c.286.167.571.167.856 0l5.97-3.448v2.26c0 .19-.07.333-.237.428l-4.543 2.616c-.619.357-1.356.523-2.117.523zm5.899 2.83a5.947 5.947 0 005.827-4.756C22.287 18.339 24 15.84 24 13.296c0-1.665-.713-3.282-1.998-4.448.119-.5.19-.999.19-1.498 0-3.401-2.759-5.947-5.946-5.947-.642 0-1.26.095-1.88.31A5.962 5.962 0 0010.205 0a5.947 5.947 0 00-5.827 4.757C1.713 5.447 0 7.945 0 10.49c0 1.666.713 3.283 1.998 4.448-.119.5-.19 1-.19 1.499 0 3.401 2.759 5.946 5.946 5.946.642 0 1.26-.095 1.88-.309a5.96 5.96 0 004.162 1.713z"></path></svg></span><span><b>GPT-6.1 Terra (max)</b><small>OpenAI</small></span></span><span class="num"><small>Score</small><b>0.756</b></span><span class="num"><small>Median cost</small>$1.43</span><span class="strip" aria-hidden="true"><img alt="" decoding="async" height="270" loading="lazy" src="img/gpt-6.1-terra-max/blue-city/v0_t.webp?v=20261017c4s" width="480"/><img alt="" decoding="async" height="270" loading="lazy" src="img/gpt-6.1-terra-max/cyberpunk/v0_t.webp?v=20261017c4s" width="480"/><img alt="" decoding="async" height="270" loading="lazy" src="img/gpt-6.1-terra-max/egyptian-temple/v0_t.webp?v=20261017c4s" width="480"/><img alt="" decoding="async" height="270" loading="lazy" src="img/gpt-6.1-terra-max/nordic-harbour/v0_t.webp?v=20261017c4s" width="480"/><img alt="" decoding="async" height="270" loading="lazy" src="img/gpt-6.1-terra-max/winter-town/v0_t.webp?v=20261017c4s" width="480"/></span></a></li><li><a class="gal-agent" href="model/deepseek-v4.1-flash-1017-max.html"><span class="rk">8</span><span class="who"><span class="logo" aria-hidden="true"><svg fill="#4D6BFE" fill-rule="evenodd" viewBox="0 0 24 24" xmlns="http://www.w3.org/2000/svg"><title>DeepSeek</title><path d="M23.748 4.482c-.254-.124-.364.113-.512.234-.051.039-.094.09-.137.136-.372.397-.806.657-1.373.626-.829-.046-1.537.214-2.163.848-.133-.782-.575-1.248-1.247-1.548-.352-.156-.708-.311-.955-.65-.172-.241-.219-.51-.305-.774-.055-.16-.11-.323-.293-.35-.2-.031-.278.136-.356.276-.313.572-.434 1.202-.422 1.84.027 1.436.633 2.58 1.838 3.393.137.093.172.187.129.323-.082.28-.18.552-.266.833-.055.179-.137.217-.329.14a5.526 5.526 0 01-1.736-1.18c-.857-.828-1.631-1.742-2.597-2.458a11.365 11.365 0 00-.689-.471c-.985-.957.13-1.743.388-1.836.27-.098.093-.432-.779-.428-.872.004-1.67.295-2.687.684a3.055 3.055 0 01-.465.137 9.597 9.597 0 00-2.883-.102c-1.885.21-3.39 1.102-4.497 2.623C.082 8.606-.231 10.684.152 12.85c.403 2.284 1.569 4.175 3.36 5.653 1.858 1.533 3.997 2.284 6.438 2.14 1.482-.085 3.133-.284 4.994-1.86.47.234.962.327 1.78.397.63.059 1.236-.03 1.705-.128.735-.156.684-.837.419-.961-2.155-1.004-1.682-.595-2.113-.926 1.096-1.296 2.746-2.642 3.392-7.003.05-.347.007-.565 0-.845-.004-.17.035-.237.23-.256a4.173 4.173 0 001.545-.475c1.396-.763 1.96-2.015 2.093-3.517.02-.23-.004-.467-.247-.588zM11.581 18c-2.089-1.642-3.102-2.183-3.52-2.16-.392.024-.321.471-.235.763.09.288.207.486.371.739.114.167.192.416-.113.603-.673.416-1.842-.14-1.897-.167-1.361-.802-2.5-1.86-3.301-3.307-.774-1.393-1.224-2.887-1.298-4.482-.02-.386.093-.522.477-.592a4.696 4.696 0 011.529-.039c2.132.312 3.946 1.265 5.468 2.774.868.86 1.525 1.887 2.202 2.891.72 1.066 1.494 2.082 2.48 2.914.348.292.625.514.891.677-.802.09-2.14.11-3.054-.614zm1-6.44a.306.306 0 01.415-.287.302.302 0 01.2.288.306.306 0 01-.31.307.303.303 0 01-.304-.308zm3.11 1.596c-.2.081-.399.151-.59.16a1.245 1.245 0 01-.798-.254c-.274-.23-.47-.358-.552-.758a1.73 1.73 0 01.016-.588c.07-.327-.008-.537-.239-.727-.187-.156-.426-.199-.688-.199a.559.559 0 01-.254-.078c-.11-.054-.2-.19-.114-.358.028-.054.16-.186.192-.21.356-.202.767-.136 1.146.016.352.144.618.408 1.001.782.391.451.462.576.685.914.176.265.336.537.445.848.067.195-.019.354-.25.452z"></path></svg></span><span><b>DeepSeek V4.1 Flash 1017 (max)</b><small>DeepSeek</small></span></span><span class="num"><small>Score</small><b>0.750</b></span><span class="num"><small>Median cost</small>$0.96</span><span class="strip" aria-hidden="true"><img alt="" decoding="async" height="270" loading="lazy" src="img/deepseek-v4.1-flash-1017-max/blue-city/v0_t.webp?v=20261017c4s" width="480"/><img alt="" decoding="async" height="270" loading="lazy" src="img/deepseek-v4.1-flash-1017-max/cyberpunk/v0_t.webp?v=20261017c4s" width="480"/><img alt="" decoding="async" height="270" loading="lazy" src="img/deepseek-v4.1-flash-1017-max/egyptian-temple/v0_t.webp?v=20261017c4s" width="480"/><img alt="" decoding="async" height="270" loading="lazy" src="img/deepseek-v4.1-flash-1017-max/nordic-harbour/v0_t.webp?v=20261017c4s" width="480"/><img alt="" decoding="async" height="270" loading="lazy" src="img/deepseek-v4.1-flash-1017-max/winter-town/v0_t.webp?v=20261017c4s" width="480"/></span></a></li><li><a class="gal-agent" href="model/gpt-5.6-sol-max.html"><span class="rk">9</span><span class="who"><span class="logo" aria-hidden="true"><svg fill="currentColor" fill-rule="evenodd" viewBox="0 0 24 24" xmlns="http://www.w3.org/2000/svg"><title>OpenAI</title><path d="M9.205 8.658v-2.26c0-.19.072-.333.238-.428l4.543-2.616c.619-.357 1.356-.523 2.117-.523 2.854 0 4.662 2.212 4.662 4.566 0 .167 0 .357-.024.547l-4.71-2.759a.797.797 0 00-.856 0l-5.97 3.473zm10.609 8.8V12.06c0-.333-.143-.57-.429-.737l-5.97-3.473 1.95-1.118a.433.433 0 01.476 0l4.543 2.617c1.309.76 2.189 2.378 2.189 3.948 0 1.808-1.07 3.473-2.76 4.163zM7.802 12.703l-1.95-1.142c-.167-.095-.239-.238-.239-.428V5.899c0-2.545 1.95-4.472 4.591-4.472 1 0 1.927.333 2.712.928L8.23 5.067c-.285.166-.428.404-.428.737v6.898zM12 15.128l-2.795-1.57v-3.33L12 8.658l2.795 1.57v3.33L12 15.128zm1.796 7.23c-1 0-1.927-.332-2.712-.927l4.686-2.712c.285-.166.428-.404.428-.737v-6.898l1.974 1.142c.167.095.238.238.238.428v5.233c0 2.545-1.974 4.472-4.614 4.472zm-5.637-5.303l-4.544-2.617c-1.308-.761-2.188-2.378-2.188-3.948A4.482 4.482 0 014.21 6.327v5.423c0 .333.143.571.428.738l5.947 3.449-1.95 1.118a.432.432 0 01-.476 0zm-.262 3.9c-2.688 0-4.662-2.021-4.662-4.519 0-.19.024-.38.047-.57l4.686 2.71c.286.167.571.167.856 0l5.97-3.448v2.26c0 .19-.07.333-.237.428l-4.543 2.616c-.619.357-1.356.523-2.117.523zm5.899 2.83a5.947 5.947 0 005.827-4.756C22.287 18.339 24 15.84 24 13.296c0-1.665-.713-3.282-1.998-4.448.119-.5.19-.999.19-1.498 0-3.401-2.759-5.947-5.946-5.947-.642 0-1.26.095-1.88.31A5.962 5.962 0 0010.205 0a5.947 5.947 0 00-5.827 4.757C1.713 5.447 0 7.945 0 10.49c0 1.666.713 3.283 1.998 4.448-.119.5-.19 1-.19 1.499 0 3.401 2.759 5.946 5.946 5.946.642 0 1.26-.095 1.88-.309a5.96 5.96 0 004.162 1.713z"></path></svg></span><span><b>GPT-5.6 Sol (max)</b><small>OpenAI</small></span></span><span class="num"><small>Score</small><b>0.738</b></span><span class="num"><small>Median cost</small>$6.87</span><span class="strip" aria-hidden="true"><img alt="" decoding="async" height="270" loading="lazy" src="img/gpt-5.6-sol-max/blue-city/v0_t.webp?v=20261017c4s" width="480"/><img alt="" decoding="async" height="270" loading="lazy" src="img/gpt-5.6-sol-max/cyberpunk/v0_t.webp?v=20261017c4s" width="480"/><img alt="" decoding="async" height="270" loading="lazy" src="img/gpt-5.6-sol-max/egyptian-temple/v0_t.webp?v=20261017c4s" width="480"/><img alt="" decoding="async" height="270" loading="lazy" src="img/gpt-5.6-sol-max/nordic-harbour/v0_t.webp?v=20261017c4s" width="480"/><img alt="" decoding="async" height="270" loading="lazy" src="img/gpt-5.6-sol-max/winter-town/v0_t.webp?v=20261017c4s" width="480"/></span></a></li><li><a class="gal-agent" href="model/kimi-k3.1-pro-max.html"><span class="rk">10</span><span class="who"><span class="logo" aria-hidden="true"><svg fill="#5B6B7B" fill-rule="evenodd" viewBox="0 0 24 24" xmlns="http://www.w3.org/2000/svg"><title>Moonshot AI</title><path d="M1.052 16.916l9.539 2.552a21.007 21.007 0 00.06 2.033l5.956 1.593a11.997 11.997 0 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0h.097l.082.001.069.001.054.002.068.002.046.001.076.003.047.002.06.003.054.002.087.005.105.007.144.011.088.007.044.004.077.008.082.008.047.005.102.012.05.006.108.014.081.01.042.006.065.01.207.032.07.012.065.011.14.026.092.018.11.022.046.01.075.016.041.01L14.7.3l.042.01.065.015.049.012.071.017.096.024.112.03.113.03.113.032.05.015.07.02.078.024.073.023.05.016.05.016.076.025.099.033.102.036.048.017.064.023.093.034.11.041.116.045.1.04.047.02.06.024.041.018.063.026.04.018.057.025.11.048.1.046.074.035.075.036.06.028.092.046.091.045.102.052.053.028.049.026.046.024.06.033.041.022.052.029.088.05.106.06.087.051.057.034.053.032.096.059.088.055.098.062.036.024.064.041.084.056.04.027.062.042.062.043.023.017c.054.037.108.075.161.114l.083.06.065.048.056.043.086.065.082.064.04.03.05.041.086.069.079.065.085.071c.712.6 1.353 1.283 1.909 2.031L7.222.994l.062-.027.065-.028.081-.034.086-.035c.113-.045.227-.09.341-.131l.096-.035.093-.033.084-.03.096-.031c.087-.03.176-.058.264-.085l.091-.027.086-.025.102-.03.085-.023.1-.026L9.04.37l.09-.023.091-.022.095-.022.09-.02.098-.021.091-.02.095-.018.092-.018.1-.018.091-.016.098-.017.092-.014.097-.015.092-.013.102-.013.091-.012.105-.012.09-.01.105-.01c.093-.01.186-.018.28-.024l.106-.008.09-.005.11-.006.093-.004.1-.004.097-.002.099-.002.197-.002z"></path></svg></span><span><b>Kimi K3.1 Pro (max)</b><small>Moonshot AI</small></span></span><span class="num"><small>Score</small><b>0.735</b></span><span class="num" title="Kimi K3.1 Pro (max): sold by subscription; cost = the token counts its CLI logs, at Kimi K3.1 Pro's OpenRouter list price ($2 input, $0.20 cached input, $10 output per million)"><small>Median cost</small>$4.82*</span><span class="strip" aria-hidden="true"><img alt="" decoding="async" height="270" loading="lazy" src="img/kimi-k3.1-pro-max/blue-city/v0_t.webp?v=20261017c4s" width="480"/><img alt="" decoding="async" height="270" loading="lazy" src="img/kimi-k3.1-pro-max/cyberpunk/v0_t.webp?v=20261017c4s" width="480"/><img alt="" decoding="async" height="270" loading="lazy" src="img/kimi-k3.1-pro-max/egyptian-temple/v0_t.webp?v=20261017c4s" width="480"/><img alt="" decoding="async" height="270" loading="lazy" src="img/kimi-k3.1-pro-max/nordic-harbour/v0_t.webp?v=20261017c4s" width="480"/><img alt="" decoding="async" height="270" loading="lazy" src="img/kimi-k3.1-pro-max/winter-town/v0_t.webp?v=20261017c4s" width="480"/></span></a></li><li><a class="gal-agent" href="model/hy4-max.html"><span class="rk">11</span><span class="who"><span class="logo" aria-hidden="true"><svg fill="#001CD9" fill-rule="evenodd" viewBox="0 0 24 24" xmlns="http://www.w3.org/2000/svg"><title>Tencent</title><path d="M9.976 1L24 9.8l-10.587.015L10.723 23H5.489L8.18 9.8H3.244L1 5.4h8.077L9.976 1z"></path></svg></span><span><b>Hy4 (max)</b><small>Tencent</small></span></span><span class="num"><small>Score</small><b>0.719</b></span><span class="num"><small>Median cost</small>$1.32</span><span class="strip" aria-hidden="true"><img alt="" decoding="async" height="270" loading="lazy" src="img/hy4-max/blue-city/v0_t.webp?v=20261017c4s" width="480"/><img alt="" decoding="async" height="270" loading="lazy" src="img/hy4-max/cyberpunk/v0_t.webp?v=20261017c4s" width="480"/><img alt="" decoding="async" height="270" loading="lazy" src="img/hy4-max/egyptian-temple/v0_t.webp?v=20261017c4s" width="480"/><img alt="" decoding="async" height="270" loading="lazy" src="img/hy4-max/nordic-harbour/v0_t.webp?v=20261017c4s" width="480"/><img alt="" decoding="async" height="270" loading="lazy" src="img/hy4-max/winter-town/v0_t.webp?v=20261017c4s" width="480"/></span></a></li><li><a class="gal-agent" href="model/claude-haiku-5.5-max.html"><span class="rk">12</span><span class="who"><span class="logo" aria-hidden="true"><svg fill="#D97757" fill-rule="evenodd" viewBox="0 0 24 24" xmlns="http://www.w3.org/2000/svg"><title>Claude</title><path d="M4.709 15.955l4.72-2.647.08-.23-.08-.128H9.2l-.79-.048-2.698-.073-2.339-.097-2.266-.122-.571-.121L0 11.784l.055-.352.48-.321.686.06 1.52.103 2.278.158 1.652.097 2.449.255h.389l.055-.157-.134-.098-.103-.097-2.358-1.596-2.552-1.688-1.336-.972-.724-.491-.364-.462-.158-1.008.656-.722.881.06.225.061.893.686 1.908 1.476 2.491 1.833.365.304.145-.103.019-.073-.164-.274-1.355-2.446-1.446-2.49-.644-1.032-.17-.619a2.97 2.97 0 01-.104-.729L6.283.134 6.696 0l.996.134.42.364.62 1.414 1.002 2.229 1.555 3.03.456.898.243.832.091.255h.158V9.01l.128-1.706.237-2.095.23-2.695.08-.76.376-.91.747-.492.584.28.48.685-.067.444-.286 1.851-.559 2.903-.364 1.942h.212l.243-.242.985-1.306 1.652-2.064.73-.82.85-.904.547-.431h1.033l.76 1.129-.34 1.166-1.064 1.347-.881 1.142-1.264 1.7-.79 1.36.073.11.188-.02 2.856-.606 1.543-.28 1.841-.315.833.388.091.395-.328.807-1.969.486-2.309.462-3.439.813-.042.03.049.061 1.549.146.662.036h1.622l3.02.225.79.522.474.638-.079.485-1.215.62-1.64-.389-3.829-.91-1.312-.329h-.182v.11l1.093 1.068 2.006 1.81 2.509 2.33.127.578-.322.455-.34-.049-2.205-1.657-.851-.747-1.926-1.62h-.128v.17l.444.649 2.345 3.521.122 1.08-.17.353-.608.213-.668-.122-1.374-1.925-1.415-2.167-1.143-1.943-.14.08-.674 7.254-.316.37-.729.28-.607-.461-.322-.747.322-1.476.389-1.924.315-1.53.286-1.9.17-.632-.012-.042-.14.018-1.434 1.967-2.18 2.945-1.726 1.845-.414.164-.717-.37.067-.662.401-.589 2.388-3.036 1.44-1.882.93-1.086-.006-.158h-.055L4.132 18.56l-1.13.146-.487-.456.061-.746.231-.243 1.908-1.312-.006.006z"></path></svg></span><span><b>Claude Haiku 5.5 (max)</b><small>Anthropic</small></span></span><span class="num"><small>Score</small><b>0.718</b></span><span class="num"><small>Median cost</small>$2.43</span><span class="strip" aria-hidden="true"><img alt="" decoding="async" height="270" loading="lazy" src="img/claude-haiku-5.5-max/blue-city/v0_t.webp?v=20261017c4s" width="480"/><img alt="" decoding="async" height="270" loading="lazy" src="img/claude-haiku-5.5-max/cyberpunk/v0_t.webp?v=20261017c4s" width="480"/><img alt="" decoding="async" height="270" loading="lazy" src="img/claude-haiku-5.5-max/egyptian-temple/v0_t.webp?v=20261017c4s" width="480"/><img alt="" decoding="async" height="270" loading="lazy" src="img/claude-haiku-5.5-max/nordic-harbour/v0_t.webp?v=20261017c4s" width="480"/><img alt="" decoding="async" height="270" loading="lazy" src="img/claude-haiku-5.5-max/winter-town/v0_t.webp?v=20261017c4s" width="480"/></span></a></li><li><a class="gal-agent" href="model/muse-wonder-full-1.0-max.html"><span class="rk">13</span><span class="who"><span class="logo" aria-hidden="true"><svg fill="#0081FB" fill-rule="evenodd" viewBox="0 0 24 24" xmlns="http://www.w3.org/2000/svg"><title>Meta</title><path d="M6.897 4c1.915 0 3.516.932 5.43 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3.696-3.641l2.175-3.4.454-.701-.139-.198C9.11 7.3 8.084 6.616 6.864 6.616zm10.196-.552l-.176.007c-.635.048-1.223.359-1.82.933l-.196.198c-.439.462-.887 1.064-1.367 1.807l.266.398c.18.274.362.56.55.858l.293.475 1.396 2.335.695 1.114c.583.926 1.03 1.6 1.408 2.082l.213.262c.282.326.529.54.777.673l.102.05c.227.1.457.138.718.138.176.002.35-.023.518-.073.338-.104.61-.32.813-.637l.095-.163.077-.162c.194-.459.29-1.06.29-1.785l-.006-.449c-.08-2.871-.938-5.372-2.2-6.798l-.176-.189c-.67-.683-1.444-1.074-2.27-1.074z"></path></svg></span><span><b>Muse Wonder Full 1.0 (max)</b><small>Meta</small></span></span><span class="num"><small>Score</small><b>0.715</b></span><span class="num" title="Muse Wonder Full 1.0 (max): sold by subscription; cost = the token counts its CLI logs, at Muse Wonder's per-token list price"><small>Median cost</small>$3.66*</span><span class="strip" aria-hidden="true"><img alt="" decoding="async" height="270" loading="lazy" src="img/muse-wonder-full-1.0-max/blue-city/v0_t.webp?v=20261017c4s" width="480"/><img alt="" decoding="async" height="270" loading="lazy" src="img/muse-wonder-full-1.0-max/cyberpunk/v0_t.webp?v=20261017c4s" width="480"/><img alt="" decoding="async" height="270" loading="lazy" src="img/muse-wonder-full-1.0-max/egyptian-temple/v0_t.webp?v=20261017c4s" width="480"/><img alt="" decoding="async" height="270" loading="lazy" src="img/muse-wonder-full-1.0-max/nordic-harbour/v0_t.webp?v=20261017c4s" width="480"/><img alt="" decoding="async" height="270" loading="lazy" src="img/muse-wonder-full-1.0-max/winter-town/v0_t.webp?v=20261017c4s" width="480"/></span></a></li><li><a class="gal-agent" href="model/kimi-k3-max.html"><span class="rk">14</span><span class="who"><span class="logo" aria-hidden="true"><svg fill="#5B6B7B" fill-rule="evenodd" viewBox="0 0 24 24" xmlns="http://www.w3.org/2000/svg"><title>Moonshot AI</title><path d="M1.052 16.916l9.539 2.552a21.007 21.007 0 00.06 2.033l5.956 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10.26l.015-.1.008-.049.01-.067.015-.087.018-.098c.026-.148.056-.295.088-.442l.028-.124.02-.085.024-.097c.022-.09.045-.18.07-.268l.028-.102.023-.083.03-.1.025-.082.03-.096.026-.082.031-.095a11.896 11.896 0 011.01-2.232zm4.442-4.4L17.352 4.59a20.77 20.77 0 00-1.688 1.721l7.823 2.093c.267.852.442 1.744.513 2.665L2.106 5.213l.045-.065.027-.04.04-.055.046-.065.055-.076.054-.072.064-.086.05-.065.057-.073.055-.07.06-.074.055-.069.065-.077.054-.066.066-.077.053-.06.072-.082.053-.06.067-.074.054-.058.073-.078.058-.06.063-.067.168-.17.1-.098.059-.056.076-.071a12.084 12.084 0 012.272-1.677zM12.017 0h.097l.082.001.069.001.054.002.068.002.046.001.076.003.047.002.06.003.054.002.087.005.105.007.144.011.088.007.044.004.077.008.082.008.047.005.102.012.05.006.108.014.081.01.042.006.065.01.207.032.07.012.065.011.14.026.092.018.11.022.046.01.075.016.041.01L14.7.3l.042.01.065.015.049.012.071.017.096.024.112.03.113.03.113.032.05.015.07.02.078.024.073.023.05.016.05.016.076.025.099.033.102.036.048.017.064.023.093.034.11.041.116.045.1.04.047.02.06.024.041.018.063.026.04.018.057.025.11.048.1.046.074.035.075.036.06.028.092.046.091.045.102.052.053.028.049.026.046.024.06.033.041.022.052.029.088.05.106.06.087.051.057.034.053.032.096.059.088.055.098.062.036.024.064.041.084.056.04.027.062.042.062.043.023.017c.054.037.108.075.161.114l.083.06.065.048.056.043.086.065.082.064.04.03.05.041.086.069.079.065.085.071c.712.6 1.353 1.283 1.909 2.031L7.222.994l.062-.027.065-.028.081-.034.086-.035c.113-.045.227-.09.341-.131l.096-.035.093-.033.084-.03.096-.031c.087-.03.176-.058.264-.085l.091-.027.086-.025.102-.03.085-.023.1-.026L9.04.37l.09-.023.091-.022.095-.022.09-.02.098-.021.091-.02.095-.018.092-.018.1-.018.091-.016.098-.017.092-.014.097-.015.092-.013.102-.013.091-.012.105-.012.09-.01.105-.01c.093-.01.186-.018.28-.024l.106-.008.09-.005.11-.006.093-.004.1-.004.097-.002.099-.002.197-.002z"></path></svg></span><span><b>Kimi K3 (max)</b><small>Moonshot AI</small></span></span><span class="num"><small>Score</small><b>0.714</b></span><span class="num" title="Kimi K3 (max): sold by subscription; cost = the token counts its CLI logs, at Kimi K3's OpenRouter list price ($0.239 input, $0.21 cached input, $10.8 output per million)"><small>Median cost</small>$6.23*</span><span class="strip" aria-hidden="true"><img alt="" decoding="async" height="270" loading="lazy" src="img/kimi-k3-max/blue-city/v0_t.webp?v=20261017c4s" width="480"/><img alt="" decoding="async" height="270" loading="lazy" src="img/kimi-k3-max/cyberpunk/v0_t.webp?v=20261017c4s" width="480"/><img alt="" decoding="async" height="270" loading="lazy" src="img/kimi-k3-max/egyptian-temple/v0_t.webp?v=20261017c4s" width="480"/><img alt="" decoding="async" height="270" loading="lazy" src="img/kimi-k3-max/nordic-harbour/v0_t.webp?v=20261017c4s" width="480"/><img alt="" decoding="async" height="270" loading="lazy" src="img/kimi-k3-max/winter-town/v0_t.webp?v=20261017c4s" width="480"/></span></a></li><li><a class="gal-agent" href="model/grok-4.7-xhigh.html"><span class="rk">15</span><span class="who"><span class="logo" aria-hidden="true"><svg fill="currentColor" fill-rule="evenodd" viewBox="0 0 24 24" xmlns="http://www.w3.org/2000/svg"><title>Grok</title><path d="M9.27 15.29l7.978-5.897c.391-.29.95-.177 1.137.272.98 2.369.542 5.215-1.41 7.169-1.951 1.954-4.667 2.382-7.149 1.406l-2.711 1.257c3.889 2.661 8.611 2.003 11.562-.953 2.341-2.344 3.066-5.539 2.388-8.42l.006.007c-.983-4.232.242-5.924 2.75-9.383.06-.082.12-.164.179-.248l-3.301 3.305v-.01L9.267 15.292M7.623 16.723c-2.792-2.67-2.31-6.801.071-9.184 1.761-1.763 4.647-2.483 7.166-1.425l2.705-1.25a7.808 7.808 0 00-1.829-1A8.975 8.975 0 005.984 5.83c-2.533 2.536-3.33 6.436-1.962 9.764 1.022 2.487-.653 4.246-2.34 6.022-.599.63-1.199 1.259-1.682 1.925l7.62-6.815"></path></svg></span><span><b>Grok 4.7 (xhigh)</b><small>xAI</small></span></span><span class="num"><small>Score</small><b>0.700</b></span><span class="num"><small>Median cost</small>$3.98</span><span class="strip" aria-hidden="true"><img alt="" decoding="async" height="270" loading="lazy" src="img/grok-4.7-xhigh/blue-city/v0_t.webp?v=20261017c4s" width="480"/><img alt="" decoding="async" height="270" loading="lazy" src="img/grok-4.7-xhigh/cyberpunk/v0_t.webp?v=20261017c4s" width="480"/><img alt="" decoding="async" height="270" loading="lazy" src="img/grok-4.7-xhigh/egyptian-temple/v0_t.webp?v=20261017c4s" width="480"/><img alt="" decoding="async" height="270" loading="lazy" src="img/grok-4.7-xhigh/nordic-harbour/v0_t.webp?v=20261017c4s" width="480"/><img alt="" decoding="async" height="270" loading="lazy" src="img/grok-4.7-xhigh/winter-town/v0_t.webp?v=20261017c4s" width="480"/></span></a></li><li><a class="gal-agent" href="model/grok-4.6-xhigh.html"><span class="rk">16</span><span class="who"><span class="logo" aria-hidden="true"><svg fill="currentColor" fill-rule="evenodd" viewBox="0 0 24 24" xmlns="http://www.w3.org/2000/svg"><title>Grok</title><path d="M9.27 15.29l7.978-5.897c.391-.29.95-.177 1.137.272.98 2.369.542 5.215-1.41 7.169-1.951 1.954-4.667 2.382-7.149 1.406l-2.711 1.257c3.889 2.661 8.611 2.003 11.562-.953 2.341-2.344 3.066-5.539 2.388-8.42l.006.007c-.983-4.232.242-5.924 2.75-9.383.06-.082.12-.164.179-.248l-3.301 3.305v-.01L9.267 15.292M7.623 16.723c-2.792-2.67-2.31-6.801.071-9.184 1.761-1.763 4.647-2.483 7.166-1.425l2.705-1.25a7.808 7.808 0 00-1.829-1A8.975 8.975 0 005.984 5.83c-2.533 2.536-3.33 6.436-1.962 9.764 1.022 2.487-.653 4.246-2.34 6.022-.599.63-1.199 1.259-1.682 1.925l7.62-6.815"></path></svg></span><span><b>Grok 4.6 (xhigh)</b><small>xAI</small></span></span><span class="num"><small>Score</small><b>0.696</b></span><span class="num"><small>Median cost</small>$7.41</span><span class="strip" aria-hidden="true"><img alt="" decoding="async" height="270" loading="lazy" src="img/grok-4.6-xhigh/blue-city/v0_t.webp?v=20261017c4s" width="480"/><img alt="" decoding="async" height="270" loading="lazy" src="img/grok-4.6-xhigh/cyberpunk/v0_t.webp?v=20261017c4s" width="480"/><img alt="" decoding="async" height="270" loading="lazy" src="img/grok-4.6-xhigh/egyptian-temple/v0_t.webp?v=20261017c4s" width="480"/><img alt="" decoding="async" height="270" loading="lazy" src="img/grok-4.6-xhigh/nordic-harbour/v0_t.webp?v=20261017c4s" width="480"/><img alt="" decoding="async" height="270" loading="lazy" src="img/grok-4.6-xhigh/winter-town/v0_t.webp?v=20261017c4s" width="480"/></span></a></li><li><a class="gal-agent" href="model/muse-spark-1.3-max.html"><span class="rk">17</span><span class="who"><span class="logo" aria-hidden="true"><svg fill="#0081FB" fill-rule="evenodd" viewBox="0 0 24 24" xmlns="http://www.w3.org/2000/svg"><title>Meta</title><path d="M6.897 4c1.915 0 3.516.932 5.43 3.376l.282-.373c.19-.246.383-.484.58-.71l.313-.35C14.588 4.788 15.792 4 17.225 4c1.273 0 2.469.557 3.491 1.516l.218.213c1.73 1.765 2.917 4.71 3.053 8.026l.011.392.002.25c0 1.501-.28 2.759-.818 3.7l-.14.23-.108.153c-.301.42-.664.758-1.086 1.009l-.265.142-.087.04a3.493 3.493 0 01-.302.118 4.117 4.117 0 01-1.33.208c-.524 0-.996-.067-1.438-.215-.614-.204-1.163-.56-1.726-1.116l-.227-.235c-.753-.812-1.534-1.976-2.493-3.586l-1.43-2.41-.544-.895-1.766 3.13-.343.592C7.597 19.156 6.227 20 4.356 20c-1.21 0-2.205-.42-2.936-1.182l-.168-.184c-.484-.573-.837-1.311-1.043-2.189l-.067-.32a8.69 8.69 0 01-.136-1.288L0 14.468c.002-.745.06-1.49.174-2.23l.1-.573c.298-1.53.828-2.958 1.536-4.157l.209-.34c1.177-1.83 2.789-3.053 4.615-3.16L6.897 4zm-.033 2.615l-.201.01c-.83.083-1.606.673-2.252 1.577l-.138.199-.01.018c-.67 1.017-1.185 2.378-1.456 3.845l-.004.022a12.591 12.591 0 00-.207 2.254l.002.188c.004.18.017.36.04.54l.043.291c.092.503.257.908.486 1.208l.117.137c.303.323.698.492 1.17.492 1.1 0 1.796-.676 3.696-3.641l2.175-3.4.454-.701-.139-.198C9.11 7.3 8.084 6.616 6.864 6.616zm10.196-.552l-.176.007c-.635.048-1.223.359-1.82.933l-.196.198c-.439.462-.887 1.064-1.367 1.807l.266.398c.18.274.362.56.55.858l.293.475 1.396 2.335.695 1.114c.583.926 1.03 1.6 1.408 2.082l.213.262c.282.326.529.54.777.673l.102.05c.227.1.457.138.718.138.176.002.35-.023.518-.073.338-.104.61-.32.813-.637l.095-.163.077-.162c.194-.459.29-1.06.29-1.785l-.006-.449c-.08-2.871-.938-5.372-2.2-6.798l-.176-.189c-.67-.683-1.444-1.074-2.27-1.074z"></path></svg></span><span><b>Muse Spark 1.3 (max)</b><small>Meta</small></span></span><span class="num"><small>Score</small><b>0.696</b></span><span class="num" title="Muse Spark 1.3 (max): sold by subscription; cost = the token counts its CLI logs, at Muse Spark 1.3's per-token list price"><small>Median cost</small>$3.24*</span><span class="strip" aria-hidden="true"><img alt="" decoding="async" height="270" loading="lazy" src="img/muse-spark-1.3-max/blue-city/v0_t.webp?v=20261017c4s" width="480"/><img alt="" decoding="async" height="270" loading="lazy" src="img/muse-spark-1.3-max/cyberpunk/v0_t.webp?v=20261017c4s" width="480"/><img alt="" decoding="async" height="270" loading="lazy" src="img/muse-spark-1.3-max/egyptian-temple/v0_t.webp?v=20261017c4s" width="480"/><img alt="" decoding="async" height="270" loading="lazy" src="img/muse-spark-1.3-max/nordic-harbour/v0_t.webp?v=20261017c4s" width="480"/><img alt="" decoding="async" height="270" loading="lazy" src="img/muse-spark-1.3-max/winter-town/v0_t.webp?v=20261017c4s" width="480"/></span></a></li><li><a class="gal-agent" href="model/gemini-3.8-flash-high.html"><span class="rk">18</span><span class="who"><span class="logo" aria-hidden="true"><svg fill="url(#c4sGemG17)" fill-rule="evenodd" viewBox="0 0 24 24" xmlns="http://www.w3.org/2000/svg"><defs><linearGradient id="c4sGemG17" x1="0" y1="0" x2="1" y2="1"><stop offset="0" stop-color="#4796E3"/><stop offset=".55" stop-color="#9168C0"/><stop offset="1" stop-color="#D96570"/></linearGradient></defs><title>Gemini</title><path d="M20.616 10.835a14.147 14.147 0 01-4.45-3.001 14.111 14.111 0 01-3.678-6.452.503.503 0 00-.975 0 14.134 14.134 0 01-3.679 6.452 14.155 14.155 0 01-4.45 3.001c-.65.28-1.318.505-2.002.678a.502.502 0 000 .975c.684.172 1.35.397 2.002.677a14.147 14.147 0 014.45 3.001 14.112 14.112 0 013.679 6.453.502.502 0 00.975 0c.172-.685.397-1.351.677-2.003a14.145 14.145 0 013.001-4.45 14.113 14.113 0 016.453-3.678.503.503 0 000-.975 13.245 13.245 0 01-2.003-.678z"></path></svg></span><span><b>Gemini 3.8 Flash (high)</b><small>Google</small></span></span><span class="num"><small>Score</small><b>0.694</b></span><span class="num"><small>Median cost</small>$3.85</span><span class="strip" aria-hidden="true"><img alt="" decoding="async" height="270" loading="lazy" src="img/gemini-3.8-flash-high/blue-city/v0_t.webp?v=20261017c4s" width="480"/><img alt="" decoding="async" height="270" loading="lazy" src="img/gemini-3.8-flash-high/cyberpunk/v0_t.webp?v=20261017c4s" width="480"/><img alt="" decoding="async" height="270" loading="lazy" src="img/gemini-3.8-flash-high/egyptian-temple/v0_t.webp?v=20261017c4s" width="480"/><img alt="" decoding="async" height="270" loading="lazy" src="img/gemini-3.8-flash-high/nordic-harbour/v0_t.webp?v=20261017c4s" width="480"/><img alt="" decoding="async" height="270" loading="lazy" src="img/gemini-3.8-flash-high/winter-town/v0_t.webp?v=20261017c4s" width="480"/></span></a></li><li><a class="gal-agent" href="model/gpt-5.6-terra-max.html"><span class="rk">19</span><span class="who"><span class="logo" aria-hidden="true"><svg fill="currentColor" fill-rule="evenodd" viewBox="0 0 24 24" xmlns="http://www.w3.org/2000/svg"><title>OpenAI</title><path d="M9.205 8.658v-2.26c0-.19.072-.333.238-.428l4.543-2.616c.619-.357 1.356-.523 2.117-.523 2.854 0 4.662 2.212 4.662 4.566 0 .167 0 .357-.024.547l-4.71-2.759a.797.797 0 00-.856 0l-5.97 3.473zm10.609 8.8V12.06c0-.333-.143-.57-.429-.737l-5.97-3.473 1.95-1.118a.433.433 0 01.476 0l4.543 2.617c1.309.76 2.189 2.378 2.189 3.948 0 1.808-1.07 3.473-2.76 4.163zM7.802 12.703l-1.95-1.142c-.167-.095-.239-.238-.239-.428V5.899c0-2.545 1.95-4.472 4.591-4.472 1 0 1.927.333 2.712.928L8.23 5.067c-.285.166-.428.404-.428.737v6.898zM12 15.128l-2.795-1.57v-3.33L12 8.658l2.795 1.57v3.33L12 15.128zm1.796 7.23c-1 0-1.927-.332-2.712-.927l4.686-2.712c.285-.166.428-.404.428-.737v-6.898l1.974 1.142c.167.095.238.238.238.428v5.233c0 2.545-1.974 4.472-4.614 4.472zm-5.637-5.303l-4.544-2.617c-1.308-.761-2.188-2.378-2.188-3.948A4.482 4.482 0 014.21 6.327v5.423c0 .333.143.571.428.738l5.947 3.449-1.95 1.118a.432.432 0 01-.476 0zm-.262 3.9c-2.688 0-4.662-2.021-4.662-4.519 0-.19.024-.38.047-.57l4.686 2.71c.286.167.571.167.856 0l5.97-3.448v2.26c0 .19-.07.333-.237.428l-4.543 2.616c-.619.357-1.356.523-2.117.523zm5.899 2.83a5.947 5.947 0 005.827-4.756C22.287 18.339 24 15.84 24 13.296c0-1.665-.713-3.282-1.998-4.448.119-.5.19-.999.19-1.498 0-3.401-2.759-5.947-5.946-5.947-.642 0-1.26.095-1.88.31A5.962 5.962 0 0010.205 0a5.947 5.947 0 00-5.827 4.757C1.713 5.447 0 7.945 0 10.49c0 1.666.713 3.283 1.998 4.448-.119.5-.19 1-.19 1.499 0 3.401 2.759 5.946 5.946 5.946.642 0 1.26-.095 1.88-.309a5.96 5.96 0 004.162 1.713z"></path></svg></span><span><b>GPT-5.6 Terra (max)</b><small>OpenAI</small></span></span><span class="num"><small>Score</small><b>0.688</b></span><span class="num"><small>Median cost</small>$2.90</span><span class="strip" aria-hidden="true"><img alt="" decoding="async" height="270" loading="lazy" src="img/gpt-5.6-terra-max/blue-city/v0_t.webp?v=20261017c4s" width="480"/><img alt="" decoding="async" height="270" loading="lazy" src="img/gpt-5.6-terra-max/cyberpunk/v0_t.webp?v=20261017c4s" width="480"/><img alt="" decoding="async" height="270" loading="lazy" src="img/gpt-5.6-terra-max/egyptian-temple/v0_t.webp?v=20261017c4s" width="480"/><img alt="" decoding="async" height="270" loading="lazy" src="img/gpt-5.6-terra-max/nordic-harbour/v0_t.webp?v=20261017c4s" width="480"/><img alt="" decoding="async" height="270" loading="lazy" src="img/gpt-5.6-terra-max/winter-town/v0_t.webp?v=20261017c4s" width="480"/></span></a></li><li><a class="gal-agent" href="model/gpt-6-luna-max.html"><span class="rk">20</span><span class="who"><span class="logo" aria-hidden="true"><svg fill="currentColor" fill-rule="evenodd" viewBox="0 0 24 24" xmlns="http://www.w3.org/2000/svg"><title>OpenAI</title><path d="M9.205 8.658v-2.26c0-.19.072-.333.238-.428l4.543-2.616c.619-.357 1.356-.523 2.117-.523 2.854 0 4.662 2.212 4.662 4.566 0 .167 0 .357-.024.547l-4.71-2.759a.797.797 0 00-.856 0l-5.97 3.473zm10.609 8.8V12.06c0-.333-.143-.57-.429-.737l-5.97-3.473 1.95-1.118a.433.433 0 01.476 0l4.543 2.617c1.309.76 2.189 2.378 2.189 3.948 0 1.808-1.07 3.473-2.76 4.163zM7.802 12.703l-1.95-1.142c-.167-.095-.239-.238-.239-.428V5.899c0-2.545 1.95-4.472 4.591-4.472 1 0 1.927.333 2.712.928L8.23 5.067c-.285.166-.428.404-.428.737v6.898zM12 15.128l-2.795-1.57v-3.33L12 8.658l2.795 1.57v3.33L12 15.128zm1.796 7.23c-1 0-1.927-.332-2.712-.927l4.686-2.712c.285-.166.428-.404.428-.737v-6.898l1.974 1.142c.167.095.238.238.238.428v5.233c0 2.545-1.974 4.472-4.614 4.472zm-5.637-5.303l-4.544-2.617c-1.308-.761-2.188-2.378-2.188-3.948A4.482 4.482 0 014.21 6.327v5.423c0 .333.143.571.428.738l5.947 3.449-1.95 1.118a.432.432 0 01-.476 0zm-.262 3.9c-2.688 0-4.662-2.021-4.662-4.519 0-.19.024-.38.047-.57l4.686 2.71c.286.167.571.167.856 0l5.97-3.448v2.26c0 .19-.07.333-.237.428l-4.543 2.616c-.619.357-1.356.523-2.117.523zm5.899 2.83a5.947 5.947 0 005.827-4.756C22.287 18.339 24 15.84 24 13.296c0-1.665-.713-3.282-1.998-4.448.119-.5.19-.999.19-1.498 0-3.401-2.759-5.947-5.946-5.947-.642 0-1.26.095-1.88.31A5.962 5.962 0 0010.205 0a5.947 5.947 0 00-5.827 4.757C1.713 5.447 0 7.945 0 10.49c0 1.666.713 3.283 1.998 4.448-.119.5-.19 1-.19 1.499 0 3.401 2.759 5.946 5.946 5.946.642 0 1.26-.095 1.88-.309a5.96 5.96 0 004.162 1.713z"></path></svg></span><span><b>GPT-6 Luna (max)</b><small>OpenAI</small></span></span><span class="num"><small>Score</small><b>0.688</b></span><span class="num"><small>Median cost</small>$0.16</span><span class="strip" aria-hidden="true"><img alt="" decoding="async" height="270" loading="lazy" src="img/gpt-6-luna-max/blue-city/v0_t.webp?v=20261017c4s" width="480"/><img alt="" decoding="async" height="270" loading="lazy" src="img/gpt-6-luna-max/cyberpunk/v0_t.webp?v=20261017c4s" width="480"/><img alt="" decoding="async" height="270" loading="lazy" src="img/gpt-6-luna-max/egyptian-temple/v0_t.webp?v=20261017c4s" width="480"/><img alt="" decoding="async" height="270" loading="lazy" src="img/gpt-6-luna-max/nordic-harbour/v0_t.webp?v=20261017c4s" width="480"/><img alt="" decoding="async" height="270" loading="lazy" src="img/gpt-6-luna-max/winter-town/v0_t.webp?v=20261017c4s" width="480"/></span></a></li><li><a class="gal-agent" href="model/glm-5.3-flash-max.html"><span class="rk">21</span><span class="who"><span class="logo" aria-hidden="true"><svg fill="currentColor" fill-rule="evenodd" viewBox="0 0 24 24" xmlns="http://www.w3.org/2000/svg"><title>Z.ai</title><path d="M12.105 2L9.927 4.953H.653L2.83 2h9.276zM23.254 19.048L21.078 22h-9.242l2.174-2.952h9.244zM24 2L9.264 22H0L14.736 2H24z"></path></svg></span><span><b>GLM-5.3 Flash (max)</b><small>Z.ai</small></span></span><span class="num"><small>Score</small><b>0.663</b></span><span class="num"><small>Median cost</small>$0.94</span><span class="strip" aria-hidden="true"><img alt="" decoding="async" height="270" loading="lazy" src="img/glm-5.3-flash-max/blue-city/v0_t.webp?v=20261017c4s" width="480"/><img alt="" decoding="async" height="270" loading="lazy" src="img/glm-5.3-flash-max/cyberpunk/v0_t.webp?v=20261017c4s" width="480"/><img alt="" decoding="async" height="270" loading="lazy" src="img/glm-5.3-flash-max/egyptian-temple/v0_t.webp?v=20261017c4s" width="480"/><img alt="" decoding="async" height="270" loading="lazy" src="img/glm-5.3-flash-max/nordic-harbour/v0_t.webp?v=20261017c4s" width="480"/><img alt="" decoding="async" height="270" loading="lazy" src="img/glm-5.3-flash-max/winter-town/v0_t.webp?v=20261017c4s" width="480"/></span></a></li><li><a class="gal-agent" href="model/muse-wonder-1.0-max.html"><span class="rk">22</span><span class="who"><span class="logo" aria-hidden="true"><svg fill="#0081FB" fill-rule="evenodd" viewBox="0 0 24 24" xmlns="http://www.w3.org/2000/svg"><title>Meta</title><path d="M6.897 4c1.915 0 3.516.932 5.43 3.376l.282-.373c.19-.246.383-.484.58-.71l.313-.35C14.588 4.788 15.792 4 17.225 4c1.273 0 2.469.557 3.491 1.516l.218.213c1.73 1.765 2.917 4.71 3.053 8.026l.011.392.002.25c0 1.501-.28 2.759-.818 3.7l-.14.23-.108.153c-.301.42-.664.758-1.086 1.009l-.265.142-.087.04a3.493 3.493 0 01-.302.118 4.117 4.117 0 01-1.33.208c-.524 0-.996-.067-1.438-.215-.614-.204-1.163-.56-1.726-1.116l-.227-.235c-.753-.812-1.534-1.976-2.493-3.586l-1.43-2.41-.544-.895-1.766 3.13-.343.592C7.597 19.156 6.227 20 4.356 20c-1.21 0-2.205-.42-2.936-1.182l-.168-.184c-.484-.573-.837-1.311-1.043-2.189l-.067-.32a8.69 8.69 0 01-.136-1.288L0 14.468c.002-.745.06-1.49.174-2.23l.1-.573c.298-1.53.828-2.958 1.536-4.157l.209-.34c1.177-1.83 2.789-3.053 4.615-3.16L6.897 4zm-.033 2.615l-.201.01c-.83.083-1.606.673-2.252 1.577l-.138.199-.01.018c-.67 1.017-1.185 2.378-1.456 3.845l-.004.022a12.591 12.591 0 00-.207 2.254l.002.188c.004.18.017.36.04.54l.043.291c.092.503.257.908.486 1.208l.117.137c.303.323.698.492 1.17.492 1.1 0 1.796-.676 3.696-3.641l2.175-3.4.454-.701-.139-.198C9.11 7.3 8.084 6.616 6.864 6.616zm10.196-.552l-.176.007c-.635.048-1.223.359-1.82.933l-.196.198c-.439.462-.887 1.064-1.367 1.807l.266.398c.18.274.362.56.55.858l.293.475 1.396 2.335.695 1.114c.583.926 1.03 1.6 1.408 2.082l.213.262c.282.326.529.54.777.673l.102.05c.227.1.457.138.718.138.176.002.35-.023.518-.073.338-.104.61-.32.813-.637l.095-.163.077-.162c.194-.459.29-1.06.29-1.785l-.006-.449c-.08-2.871-.938-5.372-2.2-6.798l-.176-.189c-.67-.683-1.444-1.074-2.27-1.074z"></path></svg></span><span><b>Muse Wonder 1.0 (max)</b><small>Meta</small></span></span><span class="num"><small>Score</small><b>0.644</b></span><span class="num" title="Muse Wonder 1.0 (max): sold by subscription; cost = the token counts its CLI logs, at its per-token list price"><small>Median cost</small>$2.17*</span><span class="strip" aria-hidden="true"><img alt="" decoding="async" height="270" loading="lazy" src="img/muse-wonder-1.0-max/blue-city/v0_t.webp?v=20261017c4s" width="480"/><img alt="" decoding="async" height="270" loading="lazy" src="img/muse-wonder-1.0-max/cyberpunk/v0_t.webp?v=20261017c4s" width="480"/><img alt="" decoding="async" height="270" loading="lazy" src="img/muse-wonder-1.0-max/egyptian-temple/v0_t.webp?v=20261017c4s" width="480"/><img alt="" decoding="async" height="270" loading="lazy" src="img/muse-wonder-1.0-max/nordic-harbour/v0_t.webp?v=20261017c4s" width="480"/><img alt="" decoding="async" height="270" loading="lazy" src="img/muse-wonder-1.0-max/winter-town/v0_t.webp?v=20261017c4s" width="480"/></span></a></li><li><a class="gal-agent" href="model/mimo-v2.6-pro-max.html"><span class="rk">23</span><span class="who"><span class="logo" aria-hidden="true"><svg fill="#FF6900" viewBox="0 0 24 24" xmlns="http://www.w3.org/2000/svg"><title>Xiaomi</title><path d="M12 0C8.016 0 4.756.255 2.493 2.516.23 4.776 0 8.033 0 12.012c0 3.98.23 7.235 2.494 9.497C4.757 23.77 8.017 24 12 24c3.983 0 7.243-.23 9.506-2.491C23.77 19.247 24 15.99 24 12.012c0-3.984-.233-7.243-2.502-9.504C19.234.252 15.978 0 12 0zM4.906 7.405h5.624c1.47 0 3.007.068 3.764.827.746.746.827 2.233.83 3.676v4.54a.15.15 0 0 1-.152.147h-1.947a.15.15 0 0 1-.152-.148V11.83c-.002-.806-.048-1.634-.464-2.051-.358-.36-1.026-.441-1.72-.458H7.158a.15.15 0 0 0-.151.147v6.98a.15.15 0 0 1-.152.148H4.906a.15.15 0 0 1-.15-.148V7.554a.15.15 0 0 1 .15-.149zm12.131 0h1.949a.15.15 0 0 1 .15.15v8.892a.15.15 0 0 1-.15.148h-1.949a.15.15 0 0 1-.151-.148V7.554a.15.15 0 0 1 .151-.149zM8.92 10.948h2.046c.083 0 .15.066.15.147v5.352a.15.15 0 0 1-.15.148H8.92a.15.15 0 0 1-.152-.148v-5.352a.15.15 0 0 1 .152-.147Z"/></svg></span><span><b>MiMo V2.6 Pro (max)</b><small>Xiaomi</small></span></span><span class="num"><small>Score</small><b>0.632</b></span><span class="num"><small>Median cost</small>$0.92</span><span class="strip" aria-hidden="true"><img alt="" decoding="async" height="270" loading="lazy" src="img/mimo-v2.6-pro-max/blue-city/v0_t.webp?v=20261017c4s" width="480"/><img alt="" decoding="async" height="270" loading="lazy" src="img/mimo-v2.6-pro-max/cyberpunk/v0_t.webp?v=20261017c4s" width="480"/><img alt="" decoding="async" height="270" loading="lazy" src="img/mimo-v2.6-pro-max/egyptian-temple/v0_t.webp?v=20261017c4s" width="480"/><img alt="" decoding="async" height="270" loading="lazy" src="img/mimo-v2.6-pro-max/nordic-harbour/v0_t.webp?v=20261017c4s" width="480"/><img alt="" decoding="async" height="270" loading="lazy" src="img/mimo-v2.6-pro-max/winter-town/v0_t.webp?v=20261017c4s" width="480"/></span></a></li><li><a class="gal-agent" href="model/gpt-5.6-luna-max.html"><span class="rk">24</span><span class="who"><span class="logo" aria-hidden="true"><svg fill="currentColor" fill-rule="evenodd" viewBox="0 0 24 24" xmlns="http://www.w3.org/2000/svg"><title>OpenAI</title><path d="M9.205 8.658v-2.26c0-.19.072-.333.238-.428l4.543-2.616c.619-.357 1.356-.523 2.117-.523 2.854 0 4.662 2.212 4.662 4.566 0 .167 0 .357-.024.547l-4.71-2.759a.797.797 0 00-.856 0l-5.97 3.473zm10.609 8.8V12.06c0-.333-.143-.57-.429-.737l-5.97-3.473 1.95-1.118a.433.433 0 01.476 0l4.543 2.617c1.309.76 2.189 2.378 2.189 3.948 0 1.808-1.07 3.473-2.76 4.163zM7.802 12.703l-1.95-1.142c-.167-.095-.239-.238-.239-.428V5.899c0-2.545 1.95-4.472 4.591-4.472 1 0 1.927.333 2.712.928L8.23 5.067c-.285.166-.428.404-.428.737v6.898zM12 15.128l-2.795-1.57v-3.33L12 8.658l2.795 1.57v3.33L12 15.128zm1.796 7.23c-1 0-1.927-.332-2.712-.927l4.686-2.712c.285-.166.428-.404.428-.737v-6.898l1.974 1.142c.167.095.238.238.238.428v5.233c0 2.545-1.974 4.472-4.614 4.472zm-5.637-5.303l-4.544-2.617c-1.308-.761-2.188-2.378-2.188-3.948A4.482 4.482 0 014.21 6.327v5.423c0 .333.143.571.428.738l5.947 3.449-1.95 1.118a.432.432 0 01-.476 0zm-.262 3.9c-2.688 0-4.662-2.021-4.662-4.519 0-.19.024-.38.047-.57l4.686 2.71c.286.167.571.167.856 0l5.97-3.448v2.26c0 .19-.07.333-.237.428l-4.543 2.616c-.619.357-1.356.523-2.117.523zm5.899 2.83a5.947 5.947 0 005.827-4.756C22.287 18.339 24 15.84 24 13.296c0-1.665-.713-3.282-1.998-4.448.119-.5.19-.999.19-1.498 0-3.401-2.759-5.947-5.946-5.947-.642 0-1.26.095-1.88.31A5.962 5.962 0 0010.205 0a5.947 5.947 0 00-5.827 4.757C1.713 5.447 0 7.945 0 10.49c0 1.666.713 3.283 1.998 4.448-.119.5-.19 1-.19 1.499 0 3.401 2.759 5.946 5.946 5.946.642 0 1.26-.095 1.88-.309a5.96 5.96 0 004.162 1.713z"></path></svg></span><span><b>GPT-5.6 Luna (max)</b><small>OpenAI</small></span></span><span class="num"><small>Score</small><b>0.630</b></span><span class="num"><small>Median cost</small>$0.16</span><span class="strip" aria-hidden="true"><img alt="" decoding="async" height="270" loading="lazy" src="img/gpt-5.6-luna-max/blue-city/v0_t.webp?v=20261017c4s" width="480"/><img alt="" decoding="async" height="270" loading="lazy" src="img/gpt-5.6-luna-max/cyberpunk/v0_t.webp?v=20261017c4s" width="480"/><img alt="" decoding="async" height="270" loading="lazy" src="img/gpt-5.6-luna-max/egyptian-temple/v0_t.webp?v=20261017c4s" width="480"/><img alt="" decoding="async" height="270" loading="lazy" src="img/gpt-5.6-luna-max/nordic-harbour/v0_t.webp?v=20261017c4s" width="480"/><img alt="" decoding="async" height="270" loading="lazy" src="img/gpt-5.6-luna-max/winter-town/v0_t.webp?v=20261017c4s" width="480"/></span></a></li><li><a class="gal-agent" href="model/crouton-alpha-max.html"><span class="rk">25</span><span class="who"><span class="logo" aria-hidden="true"><svg fill="#C8FF00" fill-rule="evenodd" viewBox="0 0 24 24" xmlns="http://www.w3.org/2000/svg"><title>Stealth</title><path d="M18.654 3.87a5.087 5.087 0 110 10.174L23.7 19.09c.64.641.187 1.737-.72 1.737H8.48a8.479 8.479 0 010-16.958h10.175zM8.479 7.26a5.087 5.087 0 100 10.176 5.087 5.087 0 000-10.175z"></path></svg></span><span><b>Crouton Alpha (max)</b><small>Stealth</small></span></span><span class="num"><small>Score</small><b>0.617</b></span><span class="num" title="Crouton Alpha (max): its agent records no token usage"><small>Median cost</small>–</span><span class="strip" aria-hidden="true"><img alt="" decoding="async" height="270" loading="lazy" src="img/crouton-alpha-max/blue-city/v0_t.webp?v=20261017c4s" width="480"/><img alt="" decoding="async" height="270" loading="lazy" src="img/crouton-alpha-max/cyberpunk/v0_t.webp?v=20261017c4s" width="480"/><img alt="" decoding="async" height="270" loading="lazy" src="img/crouton-alpha-max/egyptian-temple/v0_t.webp?v=20261017c4s" width="480"/><img alt="" decoding="async" height="270" loading="lazy" src="img/crouton-alpha-max/nordic-harbour/v0_t.webp?v=20261017c4s" width="480"/><img alt="" decoding="async" height="270" loading="lazy" src="img/crouton-alpha-max/winter-town/v0_t.webp?v=20261017c4s" width="480"/></span></a></li><li><a class="gal-agent" href="model/muse-spark-open-max.html"><span class="rk">26</span><span class="who"><span class="logo" aria-hidden="true"><svg fill="#0081FB" fill-rule="evenodd" viewBox="0 0 24 24" xmlns="http://www.w3.org/2000/svg"><title>Meta</title><path d="M6.897 4c1.915 0 3.516.932 5.43 3.376l.282-.373c.19-.246.383-.484.58-.71l.313-.35C14.588 4.788 15.792 4 17.225 4c1.273 0 2.469.557 3.491 1.516l.218.213c1.73 1.765 2.917 4.71 3.053 8.026l.011.392.002.25c0 1.501-.28 2.759-.818 3.7l-.14.23-.108.153c-.301.42-.664.758-1.086 1.009l-.265.142-.087.04a3.493 3.493 0 01-.302.118 4.117 4.117 0 01-1.33.208c-.524 0-.996-.067-1.438-.215-.614-.204-1.163-.56-1.726-1.116l-.227-.235c-.753-.812-1.534-1.976-2.493-3.586l-1.43-2.41-.544-.895-1.766 3.13-.343.592C7.597 19.156 6.227 20 4.356 20c-1.21 0-2.205-.42-2.936-1.182l-.168-.184c-.484-.573-.837-1.311-1.043-2.189l-.067-.32a8.69 8.69 0 01-.136-1.288L0 14.468c.002-.745.06-1.49.174-2.23l.1-.573c.298-1.53.828-2.958 1.536-4.157l.209-.34c1.177-1.83 2.789-3.053 4.615-3.16L6.897 4zm-.033 2.615l-.201.01c-.83.083-1.606.673-2.252 1.577l-.138.199-.01.018c-.67 1.017-1.185 2.378-1.456 3.845l-.004.022a12.591 12.591 0 00-.207 2.254l.002.188c.004.18.017.36.04.54l.043.291c.092.503.257.908.486 1.208l.117.137c.303.323.698.492 1.17.492 1.1 0 1.796-.676 3.696-3.641l2.175-3.4.454-.701-.139-.198C9.11 7.3 8.084 6.616 6.864 6.616zm10.196-.552l-.176.007c-.635.048-1.223.359-1.82.933l-.196.198c-.439.462-.887 1.064-1.367 1.807l.266.398c.18.274.362.56.55.858l.293.475 1.396 2.335.695 1.114c.583.926 1.03 1.6 1.408 2.082l.213.262c.282.326.529.54.777.673l.102.05c.227.1.457.138.718.138.176.002.35-.023.518-.073.338-.104.61-.32.813-.637l.095-.163.077-.162c.194-.459.29-1.06.29-1.785l-.006-.449c-.08-2.871-.938-5.372-2.2-6.798l-.176-.189c-.67-.683-1.444-1.074-2.27-1.074z"></path></svg></span><span><b>Muse Spark Open (max)</b><small>Meta</small></span></span><span class="num"><small>Score</small><b>0.611</b></span><span class="num"><small>Median cost</small>$2.01</span><span class="strip" aria-hidden="true"><img alt="" decoding="async" height="270" loading="lazy" src="img/muse-spark-open-max/blue-city/v0_t.webp?v=20261017c4s" width="480"/><img alt="" decoding="async" height="270" loading="lazy" src="img/muse-spark-open-max/cyberpunk/v0_t.webp?v=20261017c4s" width="480"/><img alt="" decoding="async" height="270" loading="lazy" src="img/muse-spark-open-max/egyptian-temple/v0_t.webp?v=20261017c4s" width="480"/><img alt="" decoding="async" height="270" loading="lazy" src="img/muse-spark-open-max/nordic-harbour/v0_t.webp?v=20261017c4s" width="480"/><img alt="" decoding="async" height="270" loading="lazy" src="img/muse-spark-open-max/winter-town/v0_t.webp?v=20261017c4s" width="480"/></span></a></li><li><a class="gal-agent" href="model/qwen3.8-27b-thinking-on.html"><span class="rk">27</span><span class="who"><span class="logo" aria-hidden="true"><svg fill="#615CED" fill-rule="evenodd" viewBox="0 0 24 24" xmlns="http://www.w3.org/2000/svg"><title>Qwen</title><path d="M12.604 1.34c.393.69.784 1.382 1.174 2.075a.18.18 0 00.157.091h5.552c.174 0 .322.11.446.327l1.454 2.57c.19.337.24.478.024.837-.26.43-.513.864-.76 1.3l-.367.658c-.106.196-.223.28-.04.512l2.652 4.637c.172.301.111.494-.043.77-.437.785-.882 1.564-1.335 2.34-.159.272-.352.375-.68.37-.777-.016-1.552-.01-2.327.016a.099.099 0 00-.081.05 575.097 575.097 0 01-2.705 4.74c-.169.293-.38.363-.725.364-.997.003-2.002.004-3.017.002a.537.537 0 01-.465-.271l-1.335-2.323a.09.09 0 00-.083-.049H4.982c-.285.03-.553-.001-.805-.092l-1.603-2.77a.543.543 0 01-.002-.54l1.207-2.12a.198.198 0 000-.197 550.951 550.951 0 01-1.875-3.272l-.79-1.395c-.16-.31-.173-.496.095-.965.465-.813.927-1.625 1.387-2.436.132-.234.304-.334.584-.335a338.3 338.3 0 012.589-.001.124.124 0 00.107-.063l2.806-4.895a.488.488 0 01.422-.246c.524-.001 1.053 0 1.583-.006L11.704 1c.341-.003.724.032.9.34zm-3.432.403a.06.06 0 00-.052.03L6.254 6.788a.157.157 0 01-.135.078H3.253c-.056 0-.07.025-.041.074l5.81 10.156c.025.042.013.062-.034.063l-2.795.015a.218.218 0 00-.2.116l-1.32 2.31c-.044.078-.021.118.068.118l5.716.008c.046 0 .08.02.104.061l1.403 2.454c.046.081.092.082.139 0l5.006-8.76.783-1.382a.055.055 0 01.096 0l1.424 2.53a.122.122 0 00.107.062l2.763-.02a.04.04 0 00.035-.02.041.041 0 000-.04l-2.9-5.086a.108.108 0 010-.113l.293-.507 1.12-1.977c.024-.041.012-.062-.035-.062H9.2c-.059 0-.073-.026-.043-.077l1.434-2.505a.107.107 0 000-.114L9.225 1.774a.06.06 0 00-.053-.031zm6.29 8.02c.046 0 .058.02.034.06l-.832 1.465-2.613 4.585a.056.056 0 01-.05.029.058.058 0 01-.05-.029L8.498 9.841c-.02-.034-.01-.052.028-.054l.216-.012 6.722-.012z"></path></svg></span><span><b>Qwen3.8 27B (thinking on)</b><small>Alibaba</small></span></span><span class="num"><small>Score</small><b>0.571</b></span><span class="num" title="Qwen3.8 27B (thinking on): self-hosted; cost = the token counts its agent logs, at Qwen3.8 27B's OpenRouter list price ($0.04 input, $1.35 output per million)"><small>Median cost</small>$0.90*</span><span class="strip" aria-hidden="true"><img alt="" decoding="async" height="270" loading="lazy" src="img/qwen3.8-27b-thinking-on/blue-city/v0_t.webp?v=20261017c4s" width="480"/><img alt="" decoding="async" height="270" loading="lazy" src="img/qwen3.8-27b-thinking-on/egyptian-temple/v0_t.webp?v=20261017c4s" width="480"/><img alt="" decoding="async" height="270" loading="lazy" src="img/qwen3.8-27b-thinking-on/nordic-harbour/v0_t.webp?v=20261017c4s" width="480"/><img alt="" decoding="async" height="270" loading="lazy" src="img/qwen3.8-27b-thinking-on/winter-town/v0_t.webp?v=20261017c4s" width="480"/></span></a></li><li><a class="gal-agent" href="model/gemma-4-31b-thinking-off.html"><span class="rk">28</span><span class="who"><span class="logo" aria-hidden="true"><svg fill="url(#c4sGemG27)" fill-rule="evenodd" viewBox="0 0 24 24" xmlns="http://www.w3.org/2000/svg"><defs><linearGradient id="c4sGemG27" x1="0" y1="0" x2="1" y2="1"><stop offset="0" stop-color="#4796E3"/><stop offset=".55" stop-color="#9168C0"/><stop offset="1" stop-color="#D96570"/></linearGradient></defs><title>Gemini</title><path d="M20.616 10.835a14.147 14.147 0 01-4.45-3.001 14.111 14.111 0 01-3.678-6.452.503.503 0 00-.975 0 14.134 14.134 0 01-3.679 6.452 14.155 14.155 0 01-4.45 3.001c-.65.28-1.318.505-2.002.678a.502.502 0 000 .975c.684.172 1.35.397 2.002.677a14.147 14.147 0 014.45 3.001 14.112 14.112 0 013.679 6.453.502.502 0 00.975 0c.172-.685.397-1.351.677-2.003a14.145 14.145 0 013.001-4.45 14.113 14.113 0 016.453-3.678.503.503 0 000-.975 13.245 13.245 0 01-2.003-.678z"></path></svg></span><span><b>Gemma 4 31B (thinking off)</b><small>Google</small></span></span><span class="num"><small>Score</small><b>0.553</b></span><span class="num" title="Gemma 4 31B (thinking off): self-hosted; cost = the token counts its agent logs, at Gemma 4 31B's OpenRouter list price ($0.20 input, $0.40 output per million)"><small>Median cost</small>$0.04*</span><span class="strip" aria-hidden="true"><img alt="" decoding="async" height="270" loading="lazy" src="img/gemma-4-31b-thinking-off/blue-city/v0_t.webp?v=20261017c4s" width="480"/><img alt="" decoding="async" height="270" loading="lazy" src="img/gemma-4-31b-thinking-off/cyberpunk/v0_t.webp?v=20261017c4s" width="480"/><img alt="" decoding="async" height="270" loading="lazy" src="img/gemma-4-31b-thinking-off/egyptian-temple/v0_t.webp?v=20261017c4s" width="480"/><img alt="" decoding="async" height="270" loading="lazy" src="img/gemma-4-31b-thinking-off/nordic-harbour/v0_t.webp?v=20261017c4s" width="480"/><img alt="" decoding="async" height="270" loading="lazy" src="img/gemma-4-31b-thinking-off/winter-town/v0_t.webp?v=20261017c4s" width="480"/></span></a></li><li><a class="gal-agent" href="model/nemotron-3.5-super-vl-max.html"><span class="rk">29</span><span class="who"><span class="logo" aria-hidden="true"><svg fill="#76B900" viewBox="0 0 24 24" xmlns="http://www.w3.org/2000/svg"><title>NVIDIA</title><path d="M8.948 8.798v-1.43a6.7 6.7 0 0 1 .424-.018c3.922-.124 6.493 3.374 6.493 3.374s-2.774 3.851-5.75 3.851c-.398 0-.787-.062-1.158-.185v-4.346c1.528.185 1.837.857 2.747 2.385l2.04-1.714s-1.492-1.952-4-1.952a6.016 6.016 0 0 0-.796.035m0-4.735v2.138l.424-.027c5.45-.185 9.01 4.47 9.01 4.47s-4.08 4.964-8.33 4.964c-.37 0-.733-.035-1.095-.097v1.325c.3.035.61.062.91.062 3.957 0 6.82-2.023 9.593-4.408.459.371 2.34 1.263 2.73 1.652-2.633 2.208-8.772 3.984-12.253 3.984-.335 0-.653-.018-.971-.053v1.864H24V4.063zm0 10.326v1.131c-3.657-.654-4.673-4.46-4.673-4.46s1.758-1.944 4.673-2.262v1.237H8.94c-1.528-.186-2.73 1.245-2.73 1.245s.68 2.412 2.739 3.11M2.456 10.9s2.164-3.197 6.5-3.533V6.201C4.153 6.59 0 10.653 0 10.653s2.35 6.802 8.948 7.42v-1.237c-4.84-.6-6.492-5.936-6.492-5.936z"/></svg></span><span><b>Nemotron 3.5 Super VL (max)</b><small>NVIDIA</small></span></span><span class="num"><small>Score</small><b>0.520</b></span><span class="num"><small>Median cost</small>$0.14</span><span class="strip" aria-hidden="true"><img alt="" decoding="async" height="270" loading="lazy" src="img/nemotron-3.5-super-vl-max/blue-city/v0_t.webp?v=20261017c4s" width="480"/><img alt="" decoding="async" height="270" loading="lazy" src="img/nemotron-3.5-super-vl-max/cyberpunk/v0_t.webp?v=20261017c4s" width="480"/><img alt="" decoding="async" height="270" loading="lazy" src="img/nemotron-3.5-super-vl-max/egyptian-temple/v0_t.webp?v=20261017c4s" width="480"/><img alt="" decoding="async" height="270" loading="lazy" src="img/nemotron-3.5-super-vl-max/nordic-harbour/v0_t.webp?v=20261017c4s" width="480"/><img alt="" decoding="async" height="270" loading="lazy" src="img/nemotron-3.5-super-vl-max/winter-town/v0_t.webp?v=20261017c4s" width="480"/></span></a></li><li><a class="gal-agent" href="model/gemma-4-31b-thinking-on.html"><span class="rk">30</span><span class="who"><span class="logo" aria-hidden="true"><svg fill="url(#c4sGemG29)" fill-rule="evenodd" viewBox="0 0 24 24" xmlns="http://www.w3.org/2000/svg"><defs><linearGradient id="c4sGemG29" x1="0" y1="0" x2="1" y2="1"><stop offset="0" stop-color="#4796E3"/><stop offset=".55" stop-color="#9168C0"/><stop offset="1" stop-color="#D96570"/></linearGradient></defs><title>Gemini</title><path d="M20.616 10.835a14.147 14.147 0 01-4.45-3.001 14.111 14.111 0 01-3.678-6.452.503.503 0 00-.975 0 14.134 14.134 0 01-3.679 6.452 14.155 14.155 0 01-4.45 3.001c-.65.28-1.318.505-2.002.678a.502.502 0 000 .975c.684.172 1.35.397 2.002.677a14.147 14.147 0 014.45 3.001 14.112 14.112 0 013.679 6.453.502.502 0 00.975 0c.172-.685.397-1.351.677-2.003a14.145 14.145 0 013.001-4.45 14.113 14.113 0 016.453-3.678.503.503 0 000-.975 13.245 13.245 0 01-2.003-.678z"></path></svg></span><span><b>Gemma 4 31B (thinking on)</b><small>Google</small></span></span><span class="num"><small>Score</small><b>0.517</b></span><span class="num" title="Gemma 4 31B (thinking on): self-hosted; cost = the token counts its agent logs, at Gemma 4 31B's OpenRouter list price ($0.20 input, $0.40 output per million)"><small>Median cost</small>$0.06*</span><span class="strip" aria-hidden="true"><img alt="" decoding="async" height="270" loading="lazy" src="img/gemma-4-31b-thinking-on/blue-city/v0_t.webp?v=20261017c4s" width="480"/><img alt="" decoding="async" height="270" loading="lazy" src="img/gemma-4-31b-thinking-on/cyberpunk/v0_t.webp?v=20261017c4s" width="480"/><img alt="" decoding="async" height="270" loading="lazy" src="img/gemma-4-31b-thinking-on/egyptian-temple/v0_t.webp?v=20261017c4s" width="480"/><img alt="" decoding="async" height="270" loading="lazy" src="img/gemma-4-31b-thinking-on/nordic-harbour/v0_t.webp?v=20261017c4s" width="480"/><img alt="" decoding="async" height="270" loading="lazy" src="img/gemma-4-31b-thinking-on/winter-town/v0_t.webp?v=20261017c4s" width="480"/></span></a></li><li><a class="gal-agent" href="model/qwen3.8-27b-thinking-off.html"><span class="rk">31</span><span class="who"><span class="logo" aria-hidden="true"><svg fill="#615CED" fill-rule="evenodd" viewBox="0 0 24 24" xmlns="http://www.w3.org/2000/svg"><title>Qwen</title><path d="M12.604 1.34c.393.69.784 1.382 1.174 2.075a.18.18 0 00.157.091h5.552c.174 0 .322.11.446.327l1.454 2.57c.19.337.24.478.024.837-.26.43-.513.864-.76 1.3l-.367.658c-.106.196-.223.28-.04.512l2.652 4.637c.172.301.111.494-.043.77-.437.785-.882 1.564-1.335 2.34-.159.272-.352.375-.68.37-.777-.016-1.552-.01-2.327.016a.099.099 0 00-.081.05 575.097 575.097 0 01-2.705 4.74c-.169.293-.38.363-.725.364-.997.003-2.002.004-3.017.002a.537.537 0 01-.465-.271l-1.335-2.323a.09.09 0 00-.083-.049H4.982c-.285.03-.553-.001-.805-.092l-1.603-2.77a.543.543 0 01-.002-.54l1.207-2.12a.198.198 0 000-.197 550.951 550.951 0 01-1.875-3.272l-.79-1.395c-.16-.31-.173-.496.095-.965.465-.813.927-1.625 1.387-2.436.132-.234.304-.334.584-.335a338.3 338.3 0 012.589-.001.124.124 0 00.107-.063l2.806-4.895a.488.488 0 01.422-.246c.524-.001 1.053 0 1.583-.006L11.704 1c.341-.003.724.032.9.34zm-3.432.403a.06.06 0 00-.052.03L6.254 6.788a.157.157 0 01-.135.078H3.253c-.056 0-.07.025-.041.074l5.81 10.156c.025.042.013.062-.034.063l-2.795.015a.218.218 0 00-.2.116l-1.32 2.31c-.044.078-.021.118.068.118l5.716.008c.046 0 .08.02.104.061l1.403 2.454c.046.081.092.082.139 0l5.006-8.76.783-1.382a.055.055 0 01.096 0l1.424 2.53a.122.122 0 00.107.062l2.763-.02a.04.04 0 00.035-.02.041.041 0 000-.04l-2.9-5.086a.108.108 0 010-.113l.293-.507 1.12-1.977c.024-.041.012-.062-.035-.062H9.2c-.059 0-.073-.026-.043-.077l1.434-2.505a.107.107 0 000-.114L9.225 1.774a.06.06 0 00-.053-.031zm6.29 8.02c.046 0 .058.02.034.06l-.832 1.465-2.613 4.585a.056.056 0 01-.05.029.058.058 0 01-.05-.029L8.498 9.841c-.02-.034-.01-.052.028-.054l.216-.012 6.722-.012z"></path></svg></span><span><b>Qwen3.8 27B (thinking off)</b><small>Alibaba</small></span></span><span class="num"><small>Score</small><b>0.514</b></span><span class="num" title="Qwen3.8 27B (thinking off): self-hosted; cost = the token counts its agent logs, at Qwen3.8 27B's OpenRouter list price ($0.24 input, $2.2 output per million)"><small>Median cost</small>$0.75*</span><span class="strip" aria-hidden="true"><img alt="" decoding="async" height="270" loading="lazy" src="img/qwen3.8-27b-thinking-off/blue-city/v0_t.webp?v=20261017c4s" width="480"/><img alt="" decoding="async" height="270" loading="lazy" src="img/qwen3.8-27b-thinking-off/egyptian-temple/v0_t.webp?v=20261017c4s" width="480"/><img alt="" decoding="async" height="270" loading="lazy" src="img/qwen3.8-27b-thinking-off/nordic-harbour/v0_t.webp?v=20261017c4s" width="480"/><img alt="" decoding="async" height="270" loading="lazy" src="img/qwen3.8-27b-thinking-off/winter-town/v0_t.webp?v=20261017c4s" width="480"/></span></a></li><li><a class="gal-agent" href="model/step-5-preview-max.html"><span class="rk">32</span><span class="who"><span class="logo" aria-hidden="true"><svg fill="#0169FF" fill-rule="evenodd" viewBox="0 0 24 24" xmlns="http://www.w3.org/2000/svg"><title>StepFun</title><path d="M12 0C5.372 0 0 5.372 0 12s5.372 12 12 12 12-5.372 12-12S18.628 0 12 0zM8.762 19.614H4.376v-4.386h4.386v4.386zm5.423 0H9.798v-4.386h4.387v4.386zm0-5.42H9.798V9.81h4.387v4.386zm0-5.418H9.798V4.39h4.387v4.386zm5.422-.004h-4.386V4.386h4.386v4.386z"></path></svg></span><span><b>Step 5 Preview (max)</b><small>StepFun</small></span></span><span class="num"><small>Score</small><b>0.503</b></span><span class="num"><small>Median cost</small>$3.82</span><span class="strip" aria-hidden="true"><img alt="" decoding="async" height="270" loading="lazy" src="img/step-5-preview-max/blue-city/v0_t.webp?v=20261017c4s" width="480"/><img alt="" decoding="async" height="270" loading="lazy" src="img/step-5-preview-max/cyberpunk/v0_t.webp?v=20261017c4s" width="480"/><img alt="" decoding="async" height="270" loading="lazy" src="img/step-5-preview-max/egyptian-temple/v0_t.webp?v=20261017c4s" width="480"/><img alt="" decoding="async" height="270" loading="lazy" src="img/step-5-preview-max/nordic-harbour/v0_t.webp?v=20261017c4s" width="480"/><img alt="" decoding="async" height="270" loading="lazy" src="img/step-5-preview-max/winter-town/v0_t.webp?v=20261017c4s" width="480"/></span></a></li><li><a class="gal-agent" href="model/deepseek-v4.1-flash-max.html"><span class="rk">33</span><span class="who"><span class="logo" aria-hidden="true"><svg fill="#4D6BFE" fill-rule="evenodd" viewBox="0 0 24 24" xmlns="http://www.w3.org/2000/svg"><title>DeepSeek</title><path d="M23.748 4.482c-.254-.124-.364.113-.512.234-.051.039-.094.09-.137.136-.372.397-.806.657-1.373.626-.829-.046-1.537.214-2.163.848-.133-.782-.575-1.248-1.247-1.548-.352-.156-.708-.311-.955-.65-.172-.241-.219-.51-.305-.774-.055-.16-.11-.323-.293-.35-.2-.031-.278.136-.356.276-.313.572-.434 1.202-.422 1.84.027 1.436.633 2.58 1.838 3.393.137.093.172.187.129.323-.082.28-.18.552-.266.833-.055.179-.137.217-.329.14a5.526 5.526 0 01-1.736-1.18c-.857-.828-1.631-1.742-2.597-2.458a11.365 11.365 0 00-.689-.471c-.985-.957.13-1.743.388-1.836.27-.098.093-.432-.779-.428-.872.004-1.67.295-2.687.684a3.055 3.055 0 01-.465.137 9.597 9.597 0 00-2.883-.102c-1.885.21-3.39 1.102-4.497 2.623C.082 8.606-.231 10.684.152 12.85c.403 2.284 1.569 4.175 3.36 5.653 1.858 1.533 3.997 2.284 6.438 2.14 1.482-.085 3.133-.284 4.994-1.86.47.234.962.327 1.78.397.63.059 1.236-.03 1.705-.128.735-.156.684-.837.419-.961-2.155-1.004-1.682-.595-2.113-.926 1.096-1.296 2.746-2.642 3.392-7.003.05-.347.007-.565 0-.845-.004-.17.035-.237.23-.256a4.173 4.173 0 001.545-.475c1.396-.763 1.96-2.015 2.093-3.517.02-.23-.004-.467-.247-.588zM11.581 18c-2.089-1.642-3.102-2.183-3.52-2.16-.392.024-.321.471-.235.763.09.288.207.486.371.739.114.167.192.416-.113.603-.673.416-1.842-.14-1.897-.167-1.361-.802-2.5-1.86-3.301-3.307-.774-1.393-1.224-2.887-1.298-4.482-.02-.386.093-.522.477-.592a4.696 4.696 0 011.529-.039c2.132.312 3.946 1.265 5.468 2.774.868.86 1.525 1.887 2.202 2.891.72 1.066 1.494 2.082 2.48 2.914.348.292.625.514.891.677-.802.09-2.14.11-3.054-.614zm1-6.44a.306.306 0 01.415-.287.302.302 0 01.2.288.306.306 0 01-.31.307.303.303 0 01-.304-.308zm3.11 1.596c-.2.081-.399.151-.59.16a1.245 1.245 0 01-.798-.254c-.274-.23-.47-.358-.552-.758a1.73 1.73 0 01.016-.588c.07-.327-.008-.537-.239-.727-.187-.156-.426-.199-.688-.199a.559.559 0 01-.254-.078c-.11-.054-.2-.19-.114-.358.028-.054.16-.186.192-.21.356-.202.767-.136 1.146.016.352.144.618.408 1.001.782.391.451.462.576.685.914.176.265.336.537.445.848.067.195-.019.354-.25.452z"></path></svg></span><span><b>DeepSeek V4.1 Flash (max)</b><small>DeepSeek</small></span></span><span class="num"><small>Score</small><b>0.371</b></span><span class="num"><small>Median cost</small>$0.35</span><span class="strip" aria-hidden="true"><img alt="" decoding="async" height="270" loading="lazy" src="img/deepseek-v4.1-flash-max/blue-city/v0_t.webp?v=20261017c4s" width="480"/><img alt="" decoding="async" height="270" loading="lazy" src="img/deepseek-v4.1-flash-max/cyberpunk/v0_t.webp?v=20261017c4s" width="480"/><img alt="" decoding="async" height="270" loading="lazy" src="img/deepseek-v4.1-flash-max/egyptian-temple/v0_t.webp?v=20261017c4s" width="480"/><img alt="" decoding="async" height="270" loading="lazy" src="img/deepseek-v4.1-flash-max/nordic-harbour/v0_t.webp?v=20261017c4s" width="480"/><img alt="" decoding="async" height="270" loading="lazy" src="img/deepseek-v4.1-flash-max/winter-town/v0_t.webp?v=20261017c4s" width="480"/></span></a></li></ol></div></section> | |
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