Section

AI Analyst Scoreboard

Published rankings of AI analysts and AI traders, relayed with the source and what changed: Vals AI, Alpha Arena and other public leaderboards.

AI Analyst ScoreboardThe best AI analyst scores 65.4% on a Wall Street research test

Vals AI's Finance Agent v2 benchmark grades AI models on the filing-heavy research a junior analyst does. The leader gets about two thirds of the credit, and financial modeling is still the weak spot.

65.40%Top score (Gemini 4 Argon)Context: n=450 test questions · Oct 12, 2026 · Vals AI · ±0.32 SEM

78Models on the leaderboard

34.5%Best score on financial modelingContext: n: not disclosed per category · Oct 12, 2026 · Vals AI · margin: not disclosed

AI Analyst Scoreboard · Oct 14, 2026

AI Analyst ScoreboardAI forecasters have caught superforecasters on ForecastBench, but only with helpOct 14, 2026
AI Analyst ScoreboardFour frontier AIs forecast all 104 World Cup matches. None beat the betting marketSep 30, 2026
AI Analyst ScoreboardStockBench ranked 13 AI agents trading Dow stocks. The best beat buy-and-hold by about 2 pointsSep 26, 2026
AI Analyst ScoreboardFrontierFinance: the tools around an AI analyst matter as much as the modelSep 23, 2026
AI Analyst ScoreboardCan AI look up a stock price correctly? FinSearchComp ranked 21 AI products against 50 analystsSep 20, 2026
AI Analyst ScoreboardBizFinBench v2: on real investor questions, GPT-5 scores 61.5 against 84.8 for human expertsSep 16, 2026

AI Analyst Scoreboard

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