Tool Calling Ranking
See which AI models perform best on Tool Calling, which ones stay reliable, and where the biggest gaps appear. Sort by: Response Time (avg) ↑.
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| Rank | Model | Company | Tool Calling Score | Score | Total Cost | Tests Correct | Response Time (avg) |
|---|---|---|---|---|---|---|---|
| #44 | Claude Opus 4.7 medium | Anthropic | 10.0 | 8.7 | $1.476 | 1/1 | 4.17s |
| #322 | Qwen3.5-9B medium | Qwen | 10.0 | 3.8 | $0.062 | 1/1 | 4.31s |
| #239 | Mimo V2 PRO none | Xiaomi | 10.0 | 5.6 | $0.045 | 1/1 | 4.39s |
| #42 | Gemini 3.6 Flash low | 10.0 | 8.7 | $0.251 | 1/1 | 4.40s | |
| #127 | DeepSeek V4 Flash 0731 medium | DeepSeek | 10.0 | 7.3 | $0.046 | 1/1 | 4.41s |
| #207 | Qwen3.5 Plus 2026-04-20 none | Qwen | 10.0 | 6.1 | $0.122 | 1/1 | 4.42s |
| #195 | GPT-5.6 Luna low | OpenAI | 10.0 | 6.2 | $0.051 | 1/1 | 4.43s |
| #74 | DeepSeek V4 Flash 0731 low | DeepSeek | 10.0 | 8.0 | $0.031 | 1/1 | 4.44s |
| #232 | Kimi K2.6 none | Moonshot AI | 10.0 | 5.7 | $0.233 | 1/1 | 4.46s |
| #251 | KAT-Coder-Air V2.5 low | Kwaipilot | 10.0 | 5.4 | $0.046 | 1/1 | 4.47s |
| #77 | Inkling medium | Thinkingmachines | 3.0 | 8.0 | $0.383 | 0/1 | 4.48s |
| #39 | Gemini 3.5 Flash Lite high | 10.0 | 8.8 | $0.540 | 1/1 | 4.55s | |
| #125 | Gemini 3.1 Flash Lite medium | 10.0 | 7.3 | $0.120 | 1/1 | 4.55s | |
| #135 | Qwen3.5-122B-A10B medium | Qwen | 10.0 | 7.1 | $1.047 | 1/1 | 4.60s |
| #255 | DeepSeek V4 Flash 0731 none | DeepSeek | 9.5 | 5.4 | $0.009 | 1/1 | 4.61s |