Published task benchmark

Tone-Checker

Reviews content to ensure it matches the specific "voice" of the brand.

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

MarketingAnalysisEvaluated 9/5/2026100 evaluation examplesFallback pricing checked September 11, 2026
Analysis

Tone-Checker

Reviews content to ensure it matches the specific "voice" of the brand.

MarketingPer draft
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
346 in · 614 out · 9.46s p50
$7.21 /100K
Current price · TrustedRouter
View token rates · observed 9/11/2026
TrustedRouter · $0.0211 input · $0.1055 output /1M
98%
Cheapest
DeepSeek V3
Hosted · Off-the-shelf
333 in · 692 out · 6.35s p50
$76.22 /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
90%
GPT-5.4
Hosted · Off-the-shelf
325 in · 1,205 out · 10.93s p50
$1889 /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%
Best accuracy
All 12 model results and methodology

Generated 100/100 examples

ModelTierQualityJudgedScenario cost
Nemotron Nano 9B v2small68%100/100$33.90
Qwen3 235B A22Bmid86%100/100$165
DeepSeek V3mid90%100/100$76.22
Mistral Large 2407mid81%100/100$131
Arcee Trinity Large Thinkingmid85%100/100$88.82
GPT-5.4frontier99%100/100$1889
Claude Opus 4.7frontier99%100/100$4007
Gemini 3.1 Pro Previewfrontier55%100/100$2373
Gemma 4 E4B ITsmall98%100/100$7.21
Granite 4.1 8Bsmall64%100/100$9.61
Ministral 8B Instruct 2410small23%100/100$14.31
Qwen3 4B Instruct 2507small57%100/100$58.28

LLM-judge pass rate on 100 synthetic examples. Generator: gpt-5.2. Judge: gpt-5.2. Evaluated 2026-09-05T22:03:02.860Z.

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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