Published task benchmark

Open-Source License Compatibility Check

Given a dependency manifest, license texts, and a proposed distribution model, classify compatibility and identify the obligations that drive the result.

Compare measured quality, workload cost, and latency across model tiers. Results are task-specific and directional—not a general model ranking.

Legal & ComplianceClassificationEvaluated 9/8/2026100 evaluation examplesFallback pricing checked September 11, 2026
Classification

Open-Source License Compatibility Check

Given a dependency manifest, license texts, and a proposed distribution model, classify compatibility and identify the obligations that drive the result.

Legal & CompliancePer dependency manifest
Not benchmarked
No result on this tier
Token profile pending
/100K
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Gemma 4 E4B IT
E4B · Off-the-shelf
459 in · 34 out · 0.59s p50
$1.33 /100K
Current price · TrustedRouter
View token rates · observed 9/11/2026
TrustedRouter · $0.0211 input · $0.1055 output /1M
90%
Cheapest
Mistral Large 2407
123B · Off-the-shelf
493 in · 59 out · 1.96s p50
$35.34 /100K
Best current price · TrustedRouter
Compare 2 router rates · observed 9/11/2026
TrustedRouter · $0.5275 input · $1.58 output /1M
OpenRouter · $2.00 input · $6.00 output /1M
96%
GPT-5.4
Hosted · Off-the-shelf
439 in · 62 out · 1.93s p50
$203 /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
98%
Best accuracy
All 12 model results and methodology

Generated 100/100 examples

ModelTierQualityJudgedScenario cost
Nemotron Nano 9B v2small89%100/100$15.96
Qwen3 235B A22Bmid91%100/100$30.48
DeepSeek V3mid88%100/100$17.04
Mistral Large 2407mid96%100/100$35.34
Arcee Trinity Large Thinkingmid78%100/100$94.88
GPT-5.4frontier98%100/100$203
Claude Opus 4.7frontier96%100/100$728
Gemini 3.1 Pro Previewfrontier96%100/100$719
Gemma 4 E4B ITsmall90%100/100$1.33
Granite 4.1 8Bsmall84%100/100$2.91
Ministral 8B Instruct 2410small82%100/100$7.75
Qwen3 4B Instruct 2507small84%100/100$15.36

LLM-judge pass rate on 100 synthetic examples. Generator: gpt-5.2. Judge: gpt-5.2. Evaluated 2026-09-08T20:11:02.946Z.

Directional: measured on a synthetic eval set generated by drydock. Cost/latency are not yet captured for taskrouter-run benchmarks.

drydock

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