https://airacescoreboard.com/blog/Analysis and explainers behind the AI Race Scoreboard: how the score, sources and known biases work.enFri, 23 Oct 2026 09:00:00 GMT1440 https://airacescoreboard.com/blog/ai-valuation-to-revenue-multiples/https://airacescoreboard.com/blog/ai-valuation-to-revenue-multiples/Fri, 23 Oct 2026 09:00:00 GMTDividing each AI lab's latest closed valuation by its revenue run-rate gives multiples from 14.4x (Anthropic) to 76.4x (xAI). What the numbers say and don't.AnthropicOpenAIxAI (SpaceXAI)DeepSeekMoonshot AI (Kimi)Mistral AI https://airacescoreboard.com/blog/polymarket-best-ai-model-odds-history/https://airacescoreboard.com/blog/polymarket-best-ai-model-odds-history/Fri, 23 Oct 2026 09:00:00 GMTHow Polymarket's best-AI-model markets moved from 10 to 22 Oct 2026: Anthropic and Google trade the 2026 lead, OpenAI's price halves to 4.9%.AnthropicGoogle DeepMindOpenAIMeta Superintelligence Labs https://airacescoreboard.com/blog/chinese-ai-labs-ranked/https://airacescoreboard.com/blog/chinese-ai-labs-ranked/Fri, 23 Oct 2026 09:00:00 GMTAs of 22 Oct 2026 the top Chinese lab on the scoreboard is Alibaba's Qwen at #5 (50.5), ahead of Moonshot, Z.ai and DeepSeek. Model ranks, revenue and odds.Alibaba (Qwen)Moonshot AI (Kimi)Z.ai (Zhipu)DeepSeek https://airacescoreboard.com/blog/deepseek-valuation-and-funding/https://airacescoreboard.com/blog/deepseek-valuation-and-funding/Fri, 23 Oct 2026 09:00:00 GMTDeepSeek closed its first outside round at a $51.82B valuation and is seeking about $75B in a follow-on of up to RMB100B. Revenue is a $1B estimate.DeepSeekMoonshot AI (Kimi)Mistral AI https://airacescoreboard.com/blog/claimed-vs-reported-revenue/https://airacescoreboard.com/blog/claimed-vs-reported-revenue/Thu, 22 Oct 2026 09:00:00 GMTLab revenue numbers mix company disclosures, third-party estimates, gross vs net accounting, and figures the scoreboard annualizes itself from one quarter.OpenAIAnthropicAlibaba (Qwen)xAI (SpaceXAI)DeepSeekMoonshot AI (Kimi) https://airacescoreboard.com/blog/how-the-score-works/https://airacescoreboard.com/blog/how-the-score-works/Thu, 22 Oct 2026 09:00:00 GMTThe scoreboard weighs five 0-100 components, Arena, Artificial Analysis, revenue, valuation and Polymarket odds, then rescales when a lab lacks data.AnthropicGoogle DeepMind https://airacescoreboard.com/blog/why-arena-and-aa-disagree/https://airacescoreboard.com/blog/why-arena-and-aa-disagree/Thu, 22 Oct 2026 09:00:00 GMTGoogle leads the Arena leaderboard but ranks 9th on Artificial Analysis, while Anthropic is the reverse: 1st on AA and 3rd on Arena.Google DeepMindAnthropicMeta Superintelligence LabsOpenAI https://airacescoreboard.com/blog/google-meta-partial-coverage/https://airacescoreboard.com/blog/google-meta-partial-coverage/Thu, 22 Oct 2026 09:00:00 GMTGoogle DeepMind and Meta have no standalone revenue or valuation figures, so the scoreboard rescales their weights across the three components it has.Google DeepMindMeta Superintelligence Labs https://airacescoreboard.com/blog/what-compute-numbers-say/https://airacescoreboard.com/blog/what-compute-numbers-say/Thu, 22 Oct 2026 09:00:00 GMTEpoch AI tracks xAI's Colossus 2 at about 946 MW of IT power, ahead of Anthropic-Amazon's 910 MW and Meta's 471 MW, but the board doesn't score compute.xAI (SpaceXAI)AnthropicMeta Superintelligence LabsOpenAIAlibaba (Qwen)