CryptoAnalystBench - Depth: leaderboard

Metric: Mean judge score from 1 to 10 for depth (technical detail, clear explanation and comprehensive analysis) on CryptoAnalystBench's 198 production crypto and DeFi analyst queries in 11 categories, one long-form answer per model from the authors' ReAct agent harness with web search and crypto data APIs; DeepSeek V3.1 judges each answer against the tool context it was given; higher is better. Source: arxiv.org. Saturation forecast: Around January 2027. 5 models tracked.

Top models

#ModelScoreOverall rank
1Kimi K2.58.35#139
2GPT-5.28.15#105
3GLM-4.77.85#185
4GPT-OSS-120B7.25#330

No result here: #3 Claude Opus 5.5, #5 GPT-6 Astra, #8 Claude Fable 5.1.

Interactive version: theaggregate.ai/benchmark?slug=cryptoanalystbench-depth · How It Works · Data refreshed daily, snapshot 2026-10-11.