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) |
|---|---|---|---|---|---|---|---|
| #338 | Ling 3.0 Flash none | Inclusionai | 2 | 0.5 | $0.004 | 6/23 | 3.40s |
| #439 | Classify-1 default | Scaledown | 1 | 0.2 | $0.008 | 3/12 | 4.58s |
| #415 | Hunter Alpha default | OpenRouter | 1 | 0.3 | $0.000 | 6/18 | 4.70s |
| #245 | Beam 1.0 501B A23B low | Reflection | 3 | 0.6 | $0.432 | 11/23 | 4.89s |
| #350 | Mercury 2.5 Preview low | Inception | 1 | 0.5 | $0.015 | 6/23 | 4.92s |
| #99 | Gemini 4 Argon low | 2 | 0.8 | $0.438 | 15/23 | 5.72s | |
| #286 | Inkling Small medium | Thinkingmachines | 1 | 0.6 | $0.113 | 10/23 | 6.03s |
| #225 | Beam 1.0 501B A23B medium | Reflection | 3 | 0.7 | $0.499 | 14/23 | 6.27s |
| #215 | GPT 5.3 Chat default | OpenAI | 2 | 0.7 | $0.533 | 13/23 | 6.31s |
| #204 | Mercury 2.5 Preview medium | Inception | 1 | 0.7 | $0.039 | 15/23 | 6.66s |
| #418 | Laguna Xs.2 medium | Poolside | 4 | 0.3 | $0.015 | 6/19 | 6.73s |
| #293 | Nemotron 3 Ultra none | NVIDIA | 2 | 0.6 | $0.164 | 8/23 | 6.76s |
| #307 | Gemma 4 31B none | 2 | 0.6 | $0.031 | 9/23 | 7.28s | |
| #184 | GPT-5.2 Chat default | OpenAI | 2 | 0.7 | $0.594 | 13/23 | 7.43s |
| #230 | Mercury 2.5 Preview high | Inception | 1 | 0.6 | $0.040 | 12/23 | 7.61s |