Published task benchmark

Standards-Aligned Lesson Plan Generation

Given a learning standard, grade, duration, materials, and constraints, produce objectives, activities, checks for understanding, and an exit assessment.

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

Education & EdTechGenerationEvaluated 9/9/2026100 evaluation examplesFallback pricing checked September 11, 2026
Generation

Standards-Aligned Lesson Plan Generation

Given a learning standard, grade, duration, materials, and constraints, produce objectives, activities, checks for understanding, and an exit assessment.

Education & EdTechPer lesson plan
Not benchmarked
No result on this tier
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/100K
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Gemma 4 E4B IT
E4B · Off-the-shelf
217 in · 822 out · 12.84s p50
$9.13 /100K
Current price · TrustedRouter
View token rates · observed 9/11/2026
TrustedRouter · $0.0211 input · $0.1055 output /1M
53%
Cheapest
DeepSeek V3
Hosted · Off-the-shelf
205 in · 710 out · 6.03s p50
$73.59 /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
44%
GPT-5.4
Hosted · Off-the-shelf
207 in · 1,190 out · 13.88s p50
$1837 /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
92%
Best accuracy
All 12 model results and methodology

Generated 100/100 examples

ModelTierQualityJudgedScenario cost
Nemotron Nano 9B v2small14%100/100$32.39
Qwen3 235B A22Bmid8%100/100$211
DeepSeek V3mid44%100/100$73.59
Mistral Large 2407mid32%100/100$114
Arcee Trinity Large Thinkingmid10%100/100$122
GPT-5.4frontier92%100/100$1837
Claude Opus 4.7frontier55%100/100$4558
Gemini 3.1 Pro Previewfrontier28%100/100$2383
Gemma 4 E4B ITsmall53%100/100$9.13
Granite 4.1 8Bsmall16%100/100$10.22
Ministral 8B Instruct 2410small15%100/100$11.85
Qwen3 4B Instruct 2507small1%100/100$80.34

LLM-judge pass rate on 100 synthetic examples. Generator: gpt-5.2. Judge: gpt-5.2. Evaluated 2026-09-09T09:18:02.872Z.

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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