FAQ
Answers generated from the current data, each traceable to its as-of date and source.
FAQ
Who is #1 this week, and by how much?
Anthropic leads with a score of 97.2/100, 10.3 points ahead of Google DeepMind (86.9). Week of 26 Oct 2026.
How is the score calculated?
A weighted average of up to five 0-100 components: Arena text (weight 35), Artificial Analysis Intelligence Index (15), revenue run-rate (20), latest closed valuation (10) and Polymarket odds (20). A missing component is dropped and the remaining weights rescaled; see the methodology for the exact formulas.
Which lab has the highest revenue run-rate?
Anthropic, $67.2B (Q3 2026 revenue × 4 (computed; $16.8B quarter told to investors, gross accounting), as of 30 Sept 2026). Full list on the revenue leaderboard.
Which lab has the highest valuation?
Anthropic, $965B (post-money, Series H, as of 28 May 2026). Full list on the valuation leaderboard.
Which lab ranks #1 on the Arena leaderboard?
Google DeepMind, #1 with Gemini 4 Argon (High) (score 1517), as of 22 Oct 2026. Full list on the Arena rank leaderboard.
Which lab has the highest Artificial Analysis Intelligence Index?
Anthropic, 57.6 with Claude Opus 5.5 (Max, Default Fallback). Full list on the AA Index leaderboard.
Which lab has the highest 2026 Polymarket odds of the best AI model?
Anthropic, 53.5% in "Which company has best AI model end of 2026?", fetched 26 Oct 2026, 08:08. Full list on the Polymarket odds leaderboard.
Why do Google DeepMind and Meta have no revenue or valuation figures?
Google DeepMind: This is a division of a public company. Alphabet does not disclose lab-level revenue or valuation, so those score components are excluded and the remaining weights are rescaled. Meta Superintelligence Labs: This is a division of a public company. Lab-level revenue and valuation are not disclosed.
How often does the data update?
Weekly, on Mondays (Europe/Bucharest). Polymarket and Artificial Analysis are fetched on each run; Arena is a manual snapshot; revenue, valuation and funding are updated by hand when a sourced figure changes.
Where does the data come from?
Arena (manual snapshot, arena.ai), Artificial Analysis (artificialanalysis.ai), Polymarket's public API, and company filings, press releases and major outlets for revenue, valuation and funding. Every figure links to its source on the lab pages.
Can I reuse this data?
Yes. The standings data is licensed under CC BY 4.0: copy, share and adapt it, also commercially, if you credit AI Race Scoreboard with a link to https://airacescoreboard.com. See the open data page.
Is this investment advice?
No. Nothing here is investment, trading or betting advice. Data can be wrong or stale, and Polymarket prices are probabilities implied by traders, not facts.