Analysis
Auth-Guard
Reviews authentication logic for common flaws (e.g., hardcoded keys).
EngineeringPer codebase
Not benchmarked
No result on this tier
Token profile pending
— /100K
Run this tier to add it
—
Gemma 4 E4B IT
E4B · Off-the-shelf
471 in · 918 out · 14.26s p50
$10.68 /100K
Current price · TrustedRouter
View token rates · observed 9/11/2026
TrustedRouter · $0.0211 input · $0.1055 output /1M
69%
Cheapest
DeepSeek V3
Hosted · Off-the-shelf
432 in · 1,056 out · 7.48s p50
$114 /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
84%
GPT-5.4
Hosted · Off-the-shelf
418 in · 1,415 out · 13.82s p50
$2227 /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
97%
Best accuracy
All 12 model results and methodology
Generated 100/100 examples
| Model | Tier | Quality | Judged | Scenario cost |
|---|---|---|---|---|
| Nemotron Nano 9B v2 | small | 44% | 100/100 | $33.26 |
| Qwen3 235B A22B | mid | 74% | 100/100 | $224 |
| DeepSeek V3 | mid | 84% | 100/100 | $114 |
| Mistral Large 2407 | mid | 79% | 100/100 | $171 |
| Arcee Trinity Large Thinking | mid | 45% | 100/100 | $145 |
| GPT-5.4 | frontier | 97% | 100/100 | $2227 |
| Claude Opus 4.7 | frontier | 20% | 100/100 | $5333 |
| Gemini 3.1 Pro Preview | frontier | 30% | 100/100 | $2425 |
| Gemma 4 E4B IT | small | 69% | 100/100 | $10.68 |
| Granite 4.1 8B | small | 66% | 100/100 | $13.24 |
| Ministral 8B Instruct 2410 | small | 41% | 100/100 | $18.50 |
| Qwen3 4B Instruct 2507 | small | 36% | 100/100 | $87.23 |
LLM-judge pass rate on 100 synthetic examples. Generator: gpt-5.2. Judge: gpt-5.2. Evaluated 2026-09-10T09:11:13.327Z.
Directional: measured on a synthetic eval set generated by drydock. Cost/latency are not yet captured for taskrouter-run benchmarks.
drydock