Tool Calling Ranking
See which AI models perform best on Tool Calling, which ones stay reliable, and where the biggest gaps appear. Sort by: Tests Correct ↑.
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| Rank | Model | Company | Tool Calling Score | Score | Total Cost | Tests Correct | Response Time (avg) |
|---|---|---|---|---|---|---|---|
| #20 | Claude Opus 5 high | Anthropic | 10.0 | 9.2 | $3.070 | 1/1 | 8.44s |
| #21 | Claude Opus 5 medium | Anthropic | 10.0 | 9.2 | $1.586 | 1/1 | 8.76s |
| #22 | Gemini 3.8 Flash medium | 10.0 | 9.1 | $0.653 | 1/1 | 18.5s | |
| #23 | Qwen3.8 Max (0902) low | Qwen | 10.0 | 9.1 | $0.664 | 1/1 | 4.73s |
| #24 | Seed 2.1 Turbo low | Bytedance Seed | 10.0 | 9.1 | $1.546 | 1/1 | 27.4s |
| #25 | Qwen3.7 Max medium | Qwen | 10.0 | 9.1 | $1.157 | 1/1 | 6.63s |
| #26 | Claude Fable 5.1 high | Anthropic | 10.0 | 9.0 | $3.364 | 1/1 | 13.3s |
| #27 | Gemini 3.5 Flash medium | 10.0 | 9.0 | $0.665 | 1/1 | 3.81s | |
| #28 | GPT-5.5 medium | OpenAI | 10.0 | 9.0 | $4.163 | 1/1 | 10.6s |
| #29 | Qwen3.8 Max medium | Qwen | 10.0 | 9.0 | $0.771 | 1/1 | 7.83s |
| #30 | Grok 4.5 high | X AI | 10.0 | 9.0 | $2.252 | 1/1 | 5.71s |
| #31 | Qwen3.8 Max (0902) high | Qwen | 10.0 | 8.9 | $2.736 | 1/1 | 5.21s |
| #32 | GPT-5.3-Codex medium | OpenAI | 10.0 | 8.9 | $0.988 | 1/1 | 6.37s |
| #33 | Muse Spark 1.3 high | Meta | 9.6 | 8.9 | $1.653 | 1/1 | 33.9s |
| #34 | Pareto none | Unbiased | 10.0 | 8.9 | $1.172 | 1/1 | 3.29s |