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) |
|---|---|---|---|---|---|---|---|
| #231 | Mercury 2.5 high | Inception | 1 | 0.6 | $0.044 | 12/23 | 7.62s |
| #44 | Muse Wonder minimal | Meta | 3 | 0.9 | $1.639 | 17/23 | 7.72s |
| #246 | Mercury 2.5 medium | Inception | 1 | 0.6 | $0.034 | 12/23 | 7.74s |
| #360 | Ling 2.6 1t default | Inclusionai | 4 | 0.5 | $0.016 | 4/23 | 8.16s |
| #346 | KAT Coder AIR V2.5 medium | Kwaipilot | 2 | 0.5 | $0.048 | 8/23 | 8.32s |
| #336 | Qwen3.6 35B A3B none | Qwen | 2 | 0.5 | $0.105 | 4/23 | 8.43s |
| #274 | Beam 1.0 501B A23B high | Reflection | 3 | 0.6 | $0.674 | 11/23 | 9.03s |
| #359 | Gemini 3 PRO Preview medium | 4 | 0.5 | $0.385 | 14/21 | 9.05s | |
| #232 | Beam 1.0 501B A23B xhigh | Reflection | 3 | 0.6 | $0.688 | 12/23 | 9.18s |
| #400 | Grok 4.20 Multi Agent Beta medium | X AI | 2 | 0.4 | $5.599 | 8/18 | 9.69s |
| #382 | Ling 2.6 Flash default | Inclusionai | 3 | 0.5 | $0.002 | 6/23 | 10.2s |
| #354 | KAT Coder AIR V2.5 low | Kwaipilot | 3 | 0.5 | $0.046 | 7/23 | 10.2s |
| #401 | Hunter Alpha medium | OpenRouter | 1 | 0.4 | $0.000 | 8/18 | 10.3s |
| #240 | Beam 1.0 501B A23B max | Reflection | 3 | 0.6 | $0.799 | 12/23 | 11.1s |
| #272 | Claude Fable 5.1 low | Anthropic | 1 | 0.6 | $3.395 | 11/23 | 11.4s |