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) |
|---|---|---|---|---|---|---|---|
| #287 | Nemotron 3.5 Lightning low | NVIDIA | 10.0 | 4.8 | $0.140 | 1/1 | 5.08s |
| #158 | Solar Pro 4 medium | Upstage | 10.0 | 6.8 | $0.140 | 1/1 | 7.86s |
| #202 | Qwen3.5-Flash medium | Qwen | 10.0 | 6.1 | $0.142 | 1/1 | 10.3s |
| #103 | GPT-5.4 Nano medium | OpenAI | 10.0 | 7.5 | $0.142 | 1/1 | 7.71s |
| #136 | Muse Glimmer 30B low | Meta | 10.0 | 7.1 | $0.143 | 1/1 | 5.04s |
| #264 | Inkling none | Thinkingmachines | 3.0 | 5.2 | $0.147 | 0/1 | 2.50s |
| #100 | Solar Pro 4 xhigh | Upstage | 10.0 | 7.6 | $0.150 | 1/1 | 9.87s |
| #259 | Seed-2.0-Code none | Bytedance Seed | 10.0 | 5.3 | $0.151 | 1/1 | 48.8s |
| #266 | Nemotron 3.5 Lightning medium | NVIDIA | 10.0 | 5.1 | $0.156 | 1/1 | 4.92s |
| #231 | GLM 5.1 none | Z.ai | 10.0 | 5.7 | $0.164 | 1/1 | 10.7s |
| #306 | GLM 4.7 Flash medium | Z.ai | 10.0 | 4.3 | $0.168 | 1/1 | 15.9s |
| #99 | GPT-5.6 Luna high | OpenAI | 10.0 | 7.6 | $0.179 | 1/1 | 4.98s |
| #120 | Gemini 3 Flash Preview low | 10.0 | 7.4 | $0.185 | 1/1 | 4.99s | |
| #203 | Inkling low | Thinkingmachines | 3.0 | 6.1 | $0.187 | 0/1 | 2.57s |
| #114 | Qwen3.7 Max none | Qwen | 10.0 | 7.4 | $0.197 | 1/1 | 3.92s |