Published task benchmark

Customer Case-Study Drafting

Given a customer interview transcript and approved facts, produce a problem-solution-result draft without inventing metrics, quotations, or outcomes.

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

Sales & MarketingGenerationEvaluated 9/9/2026100 evaluation examplesFallback pricing checked September 11, 2026
Generation

Customer Case-Study Drafting

Given a customer interview transcript and approved facts, produce a problem-solution-result draft without inventing metrics, quotations, or outcomes.

Sales & MarketingPer case study
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
521 in · 351 out · 5.48s p50
$4.80 /100K
Current price · TrustedRouter
View token rates · observed 9/11/2026
TrustedRouter · $0.0211 input · $0.1055 output /1M
100%
Best accuracyCheapest
Mistral Large 2407
123B · Off-the-shelf
576 in · 465 out · 12.74s p50
$104 /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
91%
GPT-5.4
Hosted · Off-the-shelf
495 in · 445 out · 5.13s p50
$791 /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
99%
All 12 model results and methodology

Generated 100/100 examples

ModelTierQualityJudgedScenario cost
Nemotron Nano 9B v2small73%100/100$19.03
Qwen3 235B A22Bmid37%100/100$110
DeepSeek V3mid80%100/100$52.43
Mistral Large 2407mid91%100/100$104
Arcee Trinity Large Thinkingmid60%100/100$61.94
GPT-5.4frontier99%100/100$791
Claude Opus 4.7frontier92%100/100$3031
Gemini 3.1 Pro Previewfrontier86%100/100$1984
Gemma 4 E4B ITsmall100%100/100$4.80
Granite 4.1 8Bsmall48%100/100$8.06
Ministral 8B Instruct 2410small76%100/100$12.42
Qwen3 4B Instruct 2507small69%100/100$31.80

LLM-judge pass rate on 100 synthetic examples. Generator: gpt-5.2. Judge: gpt-5.2. Evaluated 2026-09-09T03:11:02.595Z.

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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