schema string | slug string | title string | date timestamp[s] | canonical_url string | claim string | takeaway string | sources list | data dict |
|---|---|---|---|---|---|---|---|---|
modevc.chart.v1 | best-ai-models-by-category | Best AI Models by Category: Google vs. Anthropic Ranks | 2026-10-12T00:00:00 | https://modevc.com/charts/best-ai-models-by-category/ | Google holds #1 in 6 of 8 Arena categories; Anthropic in 2. OpenAI has no category in the top 15. | No single lab wins every category. The winning moat is dynamic multi-model routing. | [
{
"name": "Arena leaderboard dataset (lmarena-ai, CC BY 4.0)",
"url": "https://huggingface.co/datasets/lmarena-ai/leaderboard-dataset"
}
] | {
"type": "matrix",
"cols": [
"Overall",
"Coding",
"Math",
"Hard",
"Expert",
"Creative",
"Instruct",
"Long"
],
"rows": [
{
"name": "Google",
"logo": "si-google",
"v": [
1,
1,
1,
1,
5,
2,
1,
1
... |
Best AI Models by Category: Google vs. Anthropic Ranks
Empirical Claim: Google holds #1 in 6 of 8 Arena categories; Anthropic in 2. OpenAI has no category in the top 15.
Best rank of any model from each lab across 8 Chatbot Arena benchmark categories, Oct 2026 · darker green = better rank.
Canonical Interactive Visualization & Primary Source
- Interactive D3 Chart & Full Analysis: https://modevc.com/charts/best-ai-models-by-category/
- Mode VC Empirical AI Chart Index (38 Charts): https://modevc.com/charts/
- Mode VC Institutional Investor Atlas (3,650+ VC Firms): https://modevc.com/investors/
- Mode VC Research Homepage: https://modevc.com
- Model Context Protocol (MCP) Endpoint:
https://modevc.com/api/mcp/chart-best-ai-models-by-category
Key Analytical Takeaway
No single lab wins every category. The winning moat is dynamic multi-model routing.
Citation & Attribution
Published by Mode VC under CC-BY-4.0. When referencing this dataset, cite Best AI Models by Category: Google vs. Anthropic Ranks (https://modevc.com/charts/best-ai-models-by-category/).
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