AI BENCHY Category Failures
Coding: API error
Coding
API error
See which AI models are most likely to hit API error on Coding, so you can spot weak points faster. Sort by: Total Cost ↑.
Failure Reasons
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| Rank | Model | Company | API error Count | Category Score | Total Cost | Tests Correct | Response Time (avg) |
|---|---|---|---|---|---|---|---|
| #124 | Owl Alpha medium | Openrouter | 1 | 5.4 | $0.000 | 1/3 | 18.7s |
| #129 | Qwen3.6 Plus Preview medium | Qwen | 1 | 9.8 | $0.000 | 0/1 | 0ms |
| #151 | Hunter Alpha medium | OpenRouter | 1 | 9.8 | $0.000 | 0/1 | 0ms |
| #159 | Cobuddy medium | Baidu | 1 | 3.7 | $0.000 | 0/3 | 79.2s |
| #171 | Elephant Alpha none | Openrouter | 2 | 4.2 | $0.000 | 0/3 | 1.39s |
| #172 | Elephant Alpha medium | Openrouter | 2 | 3.7 | $0.000 | 0/3 | 1.30s |
| #173 | Hunter Alpha none | OpenRouter | 1 | 9.8 | $0.000 | 0/1 | 0ms |
| #162 | Ling-2.6-flash none | Inclusionai | 2 | 5.3 | $0.001 | 1/3 | 11.2s |
| #177 | Hy3 preview none | Tencent | 2 | 2.7 | $0.003 | 0/3 | 4.56s |
| #166 | Ling-2.6-1T none | Inclusionai | 2 | 3.8 | $0.005 | 0/3 | 10.6s |
| #156 | Trinity Large Preview none | Arcee AI | 2 | 3.7 | $0.008 | 0/3 | 14.3s |
| #99 | Hy3 preview low | Tencent | 2 | 5.3 | $0.015 | 1/3 | 27.9s |
| #66 | Hy3 preview medium | Tencent | 2 | 5.3 | $0.018 | 1/3 | 31.4s |
| #187 | Step 3.5 Flash none | Stepfun | 1 | 9.8 | $0.020 | 0/1 | 0ms |
| #100 | Nemotron 3 Super medium | NVIDIA | 3 | 3.1 | $0.020 | 0/3 | 147.3s |