API error Failures
See which AI models run into API error most often, so you can spot reliability risks before choosing one. Sort by: Total Cost ↑.
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| Rank | Model | Company | API error Count | Score | Total Cost | Tests Correct | Response Time (avg) |
|---|---|---|---|---|---|---|---|
| #162 | Claude Fable 5.1 medium | Anthropic | 1 | 0.7 | $3.197 | 15/23 | 11.9s |
| #214 | Ember-1 max | Fireworks | 8 | 0.7 | $3.264 | 11/23 | 97.3s |
| #272 | Claude Fable 5.1 low | Anthropic | 1 | 0.6 | $3.395 | 11/23 | 11.4s |
| #32 | Muse Wonder medium | Meta | 4 | 0.9 | $3.397 | 17/23 | 21.6s |
| #208 | Grok 4.7 xhigh | X AI | 1 | 0.7 | $3.398 | 14/23 | 124.0s |
| #94 | Kimi K3 max | Moonshot AI | 2 | 0.8 | $3.409 | 17/23 | 139.4s |
| #134 | Muse Wonder high | Meta | 6 | 0.8 | $3.426 | 15/23 | 23.0s |
| #118 | Claude Fable 5.1 high | Anthropic | 1 | 0.8 | $3.471 | 19/23 | 13.3s |
| #142 | Muse Wonder xhigh | Meta | 6 | 0.8 | $4.012 | 14/23 | 34.4s |
| #311 | Step 5 Preview low | Stepfun | 2 | 0.6 | $4.110 | 10/23 | 138.3s |
| #279 | Step 5 Preview medium | Stepfun | 1 | 0.6 | $4.136 | 10/23 | 136.1s |
| #189 | Step 5 Preview high | Stepfun | 2 | 0.7 | $4.513 | 10/23 | 154.4s |
| #124 | Muse Wonder max | Meta | 4 | 0.8 | $4.766 | 16/23 | 44.4s |
| #400 | Grok 4.20 Multi Agent Beta medium | X AI | 2 | 0.4 | $5.599 | 8/18 | 9.69s |