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) |
|---|---|---|---|---|---|---|---|
| #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 |
| #35 | Seed 2.1 Turbo high | Bytedance Seed | 10.0 | 8.9 | $1.797 | 1/1 | 26.0s |
| #36 | Gemini 3.5 Flash low | 10.0 | 8.8 | $0.449 | 1/1 | 3.27s | |
| #37 | Qwen3.8 Max (0902) medium | Qwen | 10.0 | 8.8 | $0.677 | 1/1 | 5.93s |
| #38 | Muse Spark 1.3 medium | Meta | 9.6 | 8.8 | $1.469 | 1/1 | 28.3s |
| #39 | Gemini 3.5 Flash Lite high | 10.0 | 8.8 | $0.540 | 1/1 | 4.55s | |
| #40 | Claude Opus 4.8 medium | Anthropic | 10.0 | 8.8 | $1.983 | 1/1 | 8.96s |
| #41 | Claude Opus 5 low | Anthropic | 10.0 | 8.7 | $1.121 | 1/1 | 9.03s |
| #42 | Gemini 3.6 Flash low | 10.0 | 8.7 | $0.251 | 1/1 | 4.40s | |
| #43 | GLM 5.3 Flash max | Z.ai | 10.0 | 8.7 | $0.071 | 1/1 | 19.2s |
| #44 | Claude Opus 4.7 medium | Anthropic | 10.0 | 8.7 | $1.476 | 1/1 | 4.17s |
| #45 | Muse Spark 1.2 high | Meta | 10.0 | 8.7 | $1.771 | 1/1 | 4.00s |