ASI-Bench (Claude Code) - B1 Full Guidance: leaderboard

ASI-Bench prompt band B1 (full guidance) on 60 project-level tasks without external tool access (arXiv 2608.17271v1). Scientific Score macro-averaged over tasks and rounds, 0-100, higher is better. Claude Code harness runs only, from the Apexintelligence-AI/ASI-Bench-Leaderboard Space's app/page.tsx; efforts stay in the label.

Metric: Scientific Score (0-100). Source: huggingface.co. Saturation forecast: Around October 2027. 13 models tracked.

Top models

#ModelScoreOverall rank
1Claude Opus 5 (Max)72.29#16 (Claude Opus 5)
2GLM-5.3 (Max)63.05#44 (GLM-5.3)
3Gemini 3.8 Flash61.33#30
4Qwen 3.8 Max (Max)59.14#34 (Qwen 3.8 Max)
5Kimi K3 (Max)55.79#35 (Kimi K3)
6GLM-5.2 (Max)54.01#80 (GLM-5.2)
7Claude Opus 4.8 (Max)52.48#39 (Claude Opus 4.8)
8DeepSeek V4 Flash (Max)51.85#155 (DeepSeek V4 Flash)
9GLM-5.3 Flash (Max)49.27#77 (GLM-5.3 Flash)
10DeepSeek V4 Pro (Max)42.97#112 (DeepSeek V4 Pro)

No result here: #3 Claude Opus 5.5, #6 GPT-6 Astra, #7 GPT-6.1 Sol.

Interactive version: theaggregate.ai/benchmark?slug=asi-bench-claude-code-b1-full-guidance · How It Works · Data refreshed daily, snapshot 2026-11-05.