Published task benchmark

Brand-Voice Rewrite

Given source copy and a measurable style guide, rewrite the content while preserving factual claims and satisfying tone, terminology, and reading-level constraints.

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

Brand-Voice Rewrite

Given source copy and a measurable style guide, rewrite the content while preserving factual claims and satisfying tone, terminology, and reading-level constraints.

Sales & MarketingPer copy
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
334 in · 68 out · 1.03s p50
$1.42 /100K
Current price · TrustedRouter
View token rates · observed 9/11/2026
TrustedRouter · $0.0211 input · $0.1055 output /1M
60%
Cheapest
DeepSeek V3
Hosted · Off-the-shelf
320 in · 62 out · 1.08s p50
$16.35 /100K
Best current price · OpenRouter
Compare 2 router rates · observed 9/11/2026
OpenRouter · $0.2900 input · $1.14 output /1M
TrustedRouter · $0.3376 input · $0.9390 output /1M
54%
GPT-5.4
Hosted · Off-the-shelf
316 in · 69 out · 1.38s p50
$183 /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
83%
Best accuracy
All 12 model results and methodology

Generated 100/100 examples

ModelTierQualityJudgedScenario cost
Nemotron Nano 9B v2small9%100/100$25.93
Qwen3 235B A22Bmid49%100/100$28.07
DeepSeek V3mid54%100/100$16.35
Mistral Large 2407mid48%100/100$32.49
Arcee Trinity Large Thinkingmid31%100/100$106
GPT-5.4frontier83%100/100$183
Claude Opus 4.7frontier52%100/100$600
Gemini 3.1 Pro Previewfrontier40%100/100$2321
Gemma 4 E4B ITsmall60%100/100$1.42
Granite 4.1 8Bsmall28%100/100$2.35
Ministral 8B Instruct 2410small25%100/100$6.09
Qwen3 4B Instruct 2507small43%100/100$9.29

LLM-judge pass rate on 100 synthetic examples. Generator: gpt-5.2. Judge: gpt-5.2. Evaluated 2026-09-09T03:24:02.804Z.

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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