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) |
|---|---|---|---|---|---|---|---|
| #140 | Qwen3.7 Flash low | Qwen | 1 | 0.8 | $0.071 | 12/23 | 41.0s |
| #170 | Qwen3.8 27B medium | Qwen | 1 | 0.7 | ~$0.073 | 14/23 | 40.1s |
| #427 | Command A+ low | Cohere | 22 | 0.3 | $0.073 | 0/23 | 92.5s |
| #340 | KAT Coder AIR V2.5 high | Kwaipilot | 4 | 0.5 | $0.077 | 7/23 | 15.2s |
| #258 | Solar Pro 4 high | Upstage | 1 | 0.6 | $0.077 | 11/23 | 128.9s |
| #423 | Command A+ high | Cohere | 22 | 0.3 | $0.079 | 0/23 | 90.0s |
| #315 | Nemotron 3 Super medium | NVIDIA | 4 | 0.6 | $0.081 | 8/23 | 56.4s |
| #241 | Solar Pro 4 medium | Upstage | 1 | 0.6 | $0.098 | 12/23 | 133.9s |
| #211 | Solar Pro 4 low | Upstage | 1 | 0.7 | $0.101 | 11/23 | 145.2s |
| #300 | Ring 2.6 1t medium | Inclusionai | 3 | 0.6 | $0.102 | 11/23 | 65.5s |
| #336 | Qwen3.6 35B A3B none | Qwen | 2 | 0.5 | $0.105 | 4/23 | 8.43s |
| #328 | Step 3.5 Flash medium | Stepfun | 1 | 0.5 | $0.105 | 10/22 | 190.5s |
| #399 | Qwen3.5-9B medium | Qwen | 1 | 0.4 | $0.106 | 3/23 | 110.2s |
| #286 | Inkling Small medium | Thinkingmachines | 1 | 0.6 | $0.113 | 10/23 | 6.03s |
| #373 | DeepSeek V3.2 none | DeepSeek | 3 | 0.5 | $0.119 | 6/23 | 22.4s |