Generation
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Explains cryptic stack traces or server logs in plain English.
EngineeringPer log
Not benchmarked
No result on this tier
Token profile pending
— /100K
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Gemma 4 E4B IT
E4B · Off-the-shelf
356 in · 101 out · 1.60s p50
$1.82 /100K
Current price · TrustedRouter
View token rates · observed 9/11/2026
TrustedRouter · $0.0211 input · $0.1055 output /1M
100%
Best accuracyCheapest
DeepSeek V3
Hosted · Off-the-shelf
304 in · 99 out · 1.04s p50
$19.56 /100K
Best current price · TrustedRouter
Compare 2 router rates · observed 9/11/2026
TrustedRouter · $0.3376 input · $0.9390 output /1M
OpenRouter · $0.2900 input · $1.14 output /1M
96%
GPT-5.4
Hosted · Off-the-shelf
291 in · 211 out · 2.77s p50
$389 /100K
Best current price · OpenRouter
Compare 2 router rates · observed 9/11/2026
OpenRouter · $2.50 input · $15.00 output /1M
TrustedRouter · $2.64 input · $15.82 output /1M
100%
Best accuracy
All 12 model results and methodology
Generated 100/100 examples
| Model | Tier | Quality | Judged | Scenario cost |
|---|---|---|---|---|
| Nemotron Nano 9B v2 | small | 52% | 100/100 | $14.63 |
| Qwen3 235B A22B | mid | 64% | 100/100 | $50.82 |
| DeepSeek V3 | mid | 96% | 100/100 | $19.56 |
| Mistral Large 2407 | mid | 85% | 100/100 | $63.77 |
| Arcee Trinity Large Thinking | mid | 57% | 100/100 | $46.51 |
| GPT-5.4 | frontier | 100% | 100/100 | $389 |
| Claude Opus 4.7 | frontier | 37% | 100/100 | $2313 |
| Gemini 3.1 Pro Preview | frontier | 99% | 100/100 | $1375 |
| Gemma 4 E4B IT | small | 100% | 100/100 | $1.82 |
| Granite 4.1 8B | small | 69% | 100/100 | $6.41 |
| Ministral 8B Instruct 2410 | small | 76% | 100/100 | $9.00 |
| Qwen3 4B Instruct 2507 | small | 35% | 100/100 | $21.95 |
LLM-judge pass rate on 100 synthetic examples. Generator: gpt-5.2. Judge: gpt-5.2. Evaluated 2026-09-04T21:16:02.523Z.
Directional: measured on a synthetic eval set generated by drydock. Cost/latency are not yet captured for taskrouter-run benchmarks.
drydock