Published task benchmark

Syllabus Policy Compliance Check

Given a syllabus and institutional checklist, identify present, missing, or conflicting academic-integrity, accessibility, grading, and late-work policies.

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

Education & EdTechAnalysisEvaluated 9/10/2026100 evaluation examplesFallback pricing checked September 11, 2026
Analysis

Syllabus Policy Compliance Check

Given a syllabus and institutional checklist, identify present, missing, or conflicting academic-integrity, accessibility, grading, and late-work policies.

Education & EdTechPer syllabus
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
616 in · 1,321 out · 22.00s p50
$15.24 /100K
Current price · TrustedRouter
View token rates · observed 9/11/2026
TrustedRouter · $0.0211 input · $0.1055 output /1M
56%
Cheapest
Qwen3 235B A22B
235B (22B active) · Off-the-shelf
601 in · 1,674 out · 17.02s p50
$332 /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
68%
GPT-5.4
Hosted · Off-the-shelf
562 in · 1,899 out · 16.59s p50
$2989 /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
66%
All 12 model results and methodology

Generated 100/100 examples

ModelTierQualityJudgedScenario cost
Nemotron Nano 9B v2small39%100/100$42.53
Qwen3 235B A22Bmid68%100/100$332
DeepSeek V3mid52%100/100$122
Mistral Large 2407mid45%100/100$225
Arcee Trinity Large Thinkingmid68%100/100$146
GPT-5.4frontier66%100/100$2989
Claude Opus 4.7frontier26%100/100$5472
Gemini 3.1 Pro Previewfrontier2%100/100$2518
Gemma 4 E4B ITsmall56%100/100$15.24
Granite 4.1 8Bsmall46%100/100$16.71
Ministral 8B Instruct 2410small15%100/100$23.86
Qwen3 4B Instruct 2507small29%100/100$124

LLM-judge pass rate on 100 synthetic examples. Generator: gpt-5.2. Judge: gpt-5.2. Evaluated 2026-09-10T08:51:47.122Z.

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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