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) |
|---|---|---|---|---|---|---|---|
| #174 | GLM 5.2 none | Z.ai | 10.0 | 6.7 | $0.103 | 1/1 | 15.8s |
| #200 | Ring-2.6-1T medium | Inclusionai | 10.0 | 6.4 | $0.102 | 1/1 | 104.4s |
| #267 | Kimi K2.5 none | Moonshot AI | 10.0 | 5.4 | $0.101 | 1/1 | 14.0s |
| #206 | Gemma 4 31B medium | 3.0 | 6.2 | $0.100 | 0/1 | 0ms | |
| #281 | Mistral Small 4 medium | Mistral | 10.0 | 5.1 | $0.097 | 1/1 | 3.50s |
| #234 | GPT-5.4 Mini none | OpenAI | 3.0 | 5.9 | $0.095 | 0/1 | 2.32s |
| #153 | Mercury 2 medium | Inception | 10.0 | 7.0 | $0.094 | 1/1 | 1.89s |
| #235 | Seed 2.1 Turbo none | Bytedance Seed | 10.0 | 5.9 | $0.092 | 1/1 | 20.3s |
| #203 | GLM 5.3 FlashX low | Z.ai | 10.0 | 6.3 | $0.090 | 1/1 | 9.52s |
| #316 | Grok 4.20 Beta none | X AI | 10.0 | 4.4 | $0.087 | 1/1 | 4.79s |
| #172 | Gemini 3 Flash Preview none | 10.0 | 6.8 | $0.085 | 1/1 | 3.35s | |
| #220 | Nemotron 3 Ultra none | NVIDIA | 10.0 | 6.1 | $0.084 | 1/1 | 2.99s |
| #173 | Gemma 4 26B A4B medium | 10.0 | 6.8 | $0.084 | 1/1 | 9.01s | |
| #291 | Laguna S 2.1 low | Poolside | 10.0 | 5.0 | $0.082 | 1/1 | 2.36s |
| #150 | DeepSeek V3.2 medium | DeepSeek | 10.0 | 7.0 | $0.078 | 1/1 | 34.8s |