API error Failures
See which AI models run into API error most often, so you can spot reliability risks before choosing one. Sort by: Response Time (avg) ↑.
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| Rank | Model | Company | API error Count | Score | Total Cost | Tests Correct | Response Time (avg) |
|---|---|---|---|---|---|---|---|
| #202 | Qwen3.5-Flash medium | Qwen | 1 | 0.7 | $0.184 | 12/23 | 83.7s |
| #137 | Nemotron 3.5 Super VL medium | NVIDIA | 1 | 0.8 | $0.437 | 14/23 | 84.9s |
| #423 | Command A+ high | Cohere | 22 | 0.3 | $0.079 | 0/23 | 90.0s |
| #417 | Command A+ medium | Cohere | 22 | 0.3 | $0.064 | 0/23 | 91.7s |
| #45 | Muse Spark Open xhigh | Meta | 2 | 0.9 | $2.081 | 16/23 | 92.4s |
| #427 | Command A+ low | Cohere | 22 | 0.3 | $0.073 | 0/23 | 92.5s |
| #264 | Trinity Large Thinking low | Arcee AI | 2 | 0.6 | $0.918 | 8/23 | 95.2s |
| #214 | Ember-1 max | Fireworks | 8 | 0.7 | $3.264 | 11/23 | 97.3s |
| #154 | Seed-2.0-Code medium | Bytedance Seed | 4 | 0.7 | $1.275 | 11/23 | 100.6s |
| #399 | Qwen3.5-9B medium | Qwen | 1 | 0.4 | $0.106 | 3/23 | 110.2s |
| #252 | Qwen3.5-35B-A3B medium | Qwen | 1 | 0.6 | $0.716 | 11/23 | 111.5s |
| #358 | Laguna S 2.1 high | Poolside | 1 | 0.5 | $0.145 | 4/23 | 113.6s |
| #222 | LongCat 2.0 low | Meituan | 2 | 0.7 | $0.630 | 10/23 | 115.0s |
| #212 | Grok 4.7 high | X AI | 1 | 0.7 | $3.037 | 13/23 | 122.2s |
| #208 | Grok 4.7 xhigh | X AI | 1 | 0.7 | $3.398 | 14/23 | 124.0s |