SupChain-Bench (Tool Calling, With SOP) - Level 1: leaderboard

Metric: Information retrieval accuracy (%) on the 22 Level 1 questions (under 15 tool-execution steps) of SupChain-Bench's order-diagnosis tool-calling questions; the prompt adds the expert standard operating procedure, step by step; higher is better. Source: arxiv.org. Saturation forecast: Around January 2027. 6 models tracked.

Top models

#ModelScoreOverall rank
1GPT-586.4#91
2DeepSeek V350#312
3Gemini 2.5 Pro45.5#145
4Claude Sonnet 445.5#194
5Qwen 3 Max40.9#201
6Kimi K227.3#236

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

Interactive version: theaggregate.ai/benchmark?slug=supchain-bench-tool-calling-with-sop-level-1 · How It Works · Data refreshed daily, snapshot 2026-10-11.