Tool Calling Ranking
See which AI models perform best on Tool Calling, which ones stay reliable, and where the biggest gaps appear. Sort by: Total Cost ↓.
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| Rank | Model | Company | Tool Calling Score | Score | Total Cost | Tests Correct | Response Time (avg) |
|---|---|---|---|---|---|---|---|
| #125 | Qwen3.8 2.4T A95B high | Qwen | 10.0 | 7.4 | $2.357 | 1/1 | 32.9s |
| #274 | Gemini 3.1 Flash Lite Preview high | 10.0 | 5.3 | $2.310 | 1/1 | 7.73s | |
| #74 | Grok 4.7 medium | X AI | 10.0 | 8.1 | $2.254 | 1/1 | 4.79s |
| #76 | Muse Spark 1.1 high | Meta | 9.6 | 8.0 | $2.253 | 1/1 | 9.88s |
| #30 | Grok 4.5 high | X AI | 10.0 | 9.0 | $2.252 | 1/1 | 5.71s |
| #111 | Grok 4.7 high | X AI | 10.0 | 7.5 | $2.180 | 1/1 | 5.08s |
| #92 | Claude Sonnet 4.6 medium | Anthropic | 10.0 | 7.8 | $2.126 | 1/1 | 7.48s |
| #95 | Claude Opus 4.8 low | Anthropic | 10.0 | 7.8 | $2.089 | 1/1 | 6.85s |
| #246 | Gemini 3.1 Flash Lite high | 10.0 | 5.6 | $2.044 | 1/1 | 6.44s | |
| #55 | Grok 4.5 medium | X AI | 10.0 | 8.5 | $2.042 | 1/1 | 6.57s |
| #11 | Gemini 3.5 Flash high | 9.8 | 9.4 | $2.011 | 1/1 | 4.96s | |
| #40 | Claude Opus 4.8 medium | Anthropic | 10.0 | 8.8 | $1.983 | 1/1 | 8.96s |
| #62 | Seed 2.1 Turbo medium | Bytedance Seed | 10.0 | 8.4 | $1.951 | 1/1 | 27.5s |
| #17 | Grok 4.6 high | X AI | 10.0 | 9.3 | $1.908 | 1/1 | 13.3s |
| #35 | Seed 2.1 Turbo high | Bytedance Seed | 10.0 | 8.9 | $1.797 | 1/1 | 26.0s |