Analysis
Dependency Upgrade Agent
Upgrade a dependency, migrate breaking APIs/config, and validate security and behavior.
Software engineering, data, and DevOpsPer dependency
Not benchmarked
No result on this tier
Token profile pending
— /100K
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Gemma 4 E4B IT
E4B · Off-the-shelf
597 in · 1,485 out · 24.64s p50
$16.93 /100K
Current price · TrustedRouter
View token rates · observed 9/11/2026
TrustedRouter · $0.0211 input · $0.1055 output /1M
71%
DeepSeek V3
Hosted · Off-the-shelf
567 in · 1,172 out · 16.24s p50
$129 /100K
Best current price · TrustedRouter
Compare 2 router rates · observed 9/11/2026
TrustedRouter · $0.3376 input · $0.9390 output /1M
OpenRouter · $0.2500 input · $1.00 output /1M
47%
GPT-5.4
Hosted · Off-the-shelf
540 in · 1,996 out · 18.89s p50
$3129 /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
28%
All 12 model results and methodology
Generated 100/100 examples
| Model | Tier | Quality | Judged | Scenario cost |
|---|---|---|---|---|
| Nemotron Nano 9B v2 | small | 1% | 100/100 | $48.98 |
| Qwen3 235B A22B | mid | 26% | 100/100 | $362 |
| DeepSeek V3 | mid | 47% | 100/100 | $129 |
| Mistral Large 2407 | mid | 34% | 100/100 | $232 |
| Arcee Trinity Large Thinking | mid | 11% | 100/100 | $166 |
| GPT-5.4 | frontier | 28% | 100/100 | $3129 |
| Claude Opus 4.7 | frontier | 3% | 100/100 | $5464 |
| Gemini 3.1 Pro Preview | frontier | 0% | 100/100 | $2512 |
| Gemma 4 E4B IT | small | 71% | 100/100 | $16.93 |
| Granite 4.1 8B | small | 25% | 100/100 | $14.90 |
| Ministral 8B Instruct 2410 | small | 17% | 100/100 | $25.18 |
| Qwen3 4B Instruct 2507 | small | 3% | 100/100 | $130 |
LLM-judge pass rate on 100 synthetic examples. Generator: gpt-5.2. Judge: gpt-5.2. Evaluated 2026-09-11T09:58:02.615Z.
Directional: measured on a synthetic eval set generated by drydock. Cost/latency are not yet captured for taskrouter-run benchmarks.
drydock