Published task benchmark

Success-Story

Converts interview notes with a customer into a structured case study.

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

MarketingGenerationEvaluated 9/5/2026100 evaluation examplesFallback pricing checked September 11, 2026
Generation

Success-Story

Converts interview notes with a customer into a structured case study.

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
502 in · 638 out · 10.12s p50
$7.79 /100K
Current price · TrustedRouter
View token rates · observed 9/11/2026
TrustedRouter · $0.0211 input · $0.1055 output /1M
98%
Cheapest
Mistral Large 2407
123B · Off-the-shelf
552 in · 564 out · 14.77s p50
$118 /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
100%
Best accuracy
GPT-5.4
Hosted · Off-the-shelf
476 in · 603 out · 5.03s p50
$1024 /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
100%
Best accuracy
All 12 model results and methodology

Generated 100/100 examples

ModelTierQualityJudgedScenario cost
Nemotron Nano 9B v2small56%100/100$33.25
Qwen3 235B A22Bmid31%100/100$161
DeepSeek V3mid70%100/100$76.69
Mistral Large 2407mid100%100/100$118
Arcee Trinity Large Thinkingmid66%100/100$84.31
GPT-5.4frontier100%100/100$1024
Claude Opus 4.7frontier100%100/100$3493
Gemini 3.1 Pro Previewfrontier92%100/100$2242
Gemma 4 E4B ITsmall98%100/100$7.79
Granite 4.1 8Bsmall73%100/100$9.80
Ministral 8B Instruct 2410small48%100/100$16.62
Qwen3 4B Instruct 2507small52%100/100$54.88

LLM-judge pass rate on 100 synthetic examples. Generator: gpt-5.2. Judge: gpt-5.2. Evaluated 2026-09-05T22:30:02.786Z.

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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