Instructions following Ranking
See which AI models perform best on Instructions following, which ones stay reliable, and where the biggest gaps appear. Sort by: Total Cost ↑.
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| Rank | Model | Company | Instructions following Score | Score | Total Cost | Tests Correct | Response Time (avg) |
|---|---|---|---|---|---|---|---|
| #46 | GLM 5 medium | Z.ai | 10.0 | 7.7 | $0.307 | 2/2 | 7.25s |
| #74 | Qwen3.5 Plus 2026-04-20 medium | Qwen | 10.0 | 7.2 | $0.317 | 2/2 | 20.2s |
| #53 | GLM 5 Turbo medium | Z.ai | 10.0 | 7.6 | $0.323 | 2/2 | 5.38s |
| #115 | Mimo V2 PRO medium | Xiaomi | 9.9 | 6.3 | $0.333 | 2/2 | 3.36s |
| #196 | MiniMax M2.5 medium | Minimax | 7.5 | 4.6 | $0.340 | 1/2 | 621ms |
| #138 | GPT-5.6 Terra none | OpenAI | 8.5 | 6.0 | $0.349 | 1/2 | 1.15s |
| #54 | GPT-5.6 Luna medium | OpenAI | 9.9 | 7.6 | $0.352 | 2/2 | 2.38s |
| #104 | Gemini 3.5 Flash-Lite medium | 9.8 | 6.5 | $0.369 | 2/2 | 1.59s | |
| #139 | Gemini 3 PRO Preview medium | 9.8 | 6.0 | $0.385 | 2/2 | 3.26s | |
| #66 | KAT-Coder-Pro V2.5 low | Kwaipilot | 10.0 | 7.4 | $0.387 | 2/2 | 2.53s |
| #36 | Inkling medium | Thinkingmachines | 9.8 | 8.0 | $0.391 | 2/2 | 6.17s |
| #96 | LongCat 2.0 low | Meituan | 6.5 | 6.7 | $0.391 | 1/2 | 6.39s |
| #145 | GPT-5.4 none | OpenAI | 6.5 | 5.8 | $0.397 | 1/2 | 1.07s |
| #41 | Qwen3.6 Plus medium | Qwen | 10.0 | 7.8 | $0.405 | 2/2 | 7.54s |
| #14 | Gemini 3.5 Flash low | 9.9 | 8.9 | $0.433 | 2/2 | 1.86s |