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.
Failure Reasons
28/28
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| Rank | Model | Company | API error Count | Category Score | Total Cost | Tests Correct | Response Time (avg) |
|---|---|---|---|---|---|---|---|
| #100 | Nemotron 3 Super medium | NVIDIA | 3 | 3.1 | $0.020 | 0/3 | 147.3s |
| #105 | Gemini 3 PRO Preview medium | 3 | 3.0 | $0.385 | 0/3 | 0ms | |
| #66 | Hy3 preview medium | Tencent | 2 | 5.3 | $0.018 | 1/3 | 31.4s |
| #85 | Ring-2.6-1T medium | Inclusionai | 2 | 5.3 | $0.033 | 1/3 | 59.6s |
| #87 | Hy3 preview high | Tencent | 2 | 5.3 | $0.048 | 1/3 | 99.8s |
| #99 | Hy3 preview low | Tencent | 2 | 5.3 | $0.015 | 1/3 | 27.9s |
| #156 | Trinity Large Preview none | Arcee AI | 2 | 3.7 | $0.008 | 0/3 | 14.3s |
| #162 | Ling-2.6-flash none | Inclusionai | 2 | 5.3 | $0.001 | 1/3 | 11.2s |
| #163 | Ring-2.6-1T none | Inclusionai | 2 | 5.3 | $0.026 | 1/3 | 143.8s |
| #166 | Ling-2.6-1T none | Inclusionai | 2 | 3.8 | $0.005 | 0/3 | 10.6s |
| #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 |
| #177 | Hy3 preview none | Tencent | 2 | 2.7 | $0.003 | 0/3 | 4.56s |
| #33 | Qwen3.5 Plus 2026-02-15 medium | Qwen | 1 | 6.6 | $0.310 | 1/3 | 180.7s |
| #36 | Qwen3.6 Plus medium | Qwen | 1 | 6.1 | $0.294 | 1/3 | 153.1s |