Published task benchmark

Non-Profit Bylaw Checker

Ensure non-profit bylaws meet board meeting frequency and quorum requirements.

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

Legal & ComplianceAnalysisEvaluated 9/10/2026100 evaluation examplesFallback pricing checked September 11, 2026
Analysis

Non-Profit Bylaw Checker

Ensure non-profit bylaws meet board meeting frequency and quorum requirements.

Legal & CompliancePer bylaws
Not benchmarked
No result on this tier
Token profile pending
/100K
Run this tier to add it
Nemotron Nano 9B v2
9B · Off-the-shelf
372 in · 1,436 out · 10.01s p50
$35.26 /100K
AWS Bedrock temporary list price
View token rates
AWS Bedrock · $0.0600 input · $0.2300 output /1M
54%
Qwen3 235B A22B
235B (22B active) · Off-the-shelf
358 in · 1,279 out · 13.64s p50
$249 /100K
Best current price · OpenRouter
Compare 2 router rates · observed 9/11/2026
OpenRouter · $0.4550 input · $1.82 output /1M
TrustedRouter · $0.6330 input · $2.11 output /1M
67%
GPT-5.4
Hosted · Off-the-shelf
348 in · 929 out · 9.77s p50
$1481 /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
87%
Best accuracy
All 12 model results and methodology

Generated 100/100 examples

ModelTierQualityJudgedScenario cost
Nemotron Nano 9B v2small54%100/100$35.26
Qwen3 235B A22Bmid67%100/100$249
DeepSeek V3mid55%100/100$63.21
Mistral Large 2407mid52%100/100$120
Arcee Trinity Large Thinkingmid49%100/100$97.18
GPT-5.4frontier87%100/100$1481
Claude Opus 4.7frontier80%100/100$4121
Gemini 3.1 Pro Previewfrontier45%100/100$2331
Gemma 4 E4B ITsmall48%100/100$8.81
Granite 4.1 8Bsmall14%100/100$7.77
Ministral 8B Instruct 2410small16%100/100$12.81
Qwen3 4B Instruct 2507small29%100/100$95.51

LLM-judge pass rate on 100 synthetic examples. Generator: gpt-5.2. Judge: gpt-5.2. Evaluated 2026-09-10T17:34:02.119Z.

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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