Published task benchmark

Battlecard-Gen

Creates "Why us vs. them" talking points based on a competitor's URL.

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

SalesGenerationEvaluated 9/6/2026100 evaluation examplesFallback pricing checked September 11, 2026
Generation

Battlecard-Gen

Creates "Why us vs. them" talking points based on a competitor's URL.

SalesPer competitor
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
283 in · 282 out · 4.17s p50
$3.57 /100K
Current price · TrustedRouter
View token rates · observed 9/11/2026
TrustedRouter · $0.0211 input · $0.1055 output /1M
82%
Cheapest
DeepSeek V3
Hosted · Off-the-shelf
262 in · 337 out · 2.86s p50
$40.49 /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
30%
GPT-5.4
Hosted · Off-the-shelf
264 in · 500 out · 5.46s p50
$816 /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 v2small6%100/100$26.60
Qwen3 235B A22Bmid14%100/100$91.00
DeepSeek V3mid30%100/100$40.49
Mistral Large 2407mid22%100/100$102
Arcee Trinity Large Thinkingmid9%100/100$67.75
GPT-5.4frontier100%100/100$816
Claude Opus 4.7frontier87%100/100$2840
Gemini 3.1 Pro Previewfrontier80%100/100$2010
Gemma 4 E4B ITsmall82%100/100$3.57
Granite 4.1 8Bsmall11%100/100$5.37
Ministral 8B Instruct 2410small4%100/100$11.71
Qwen3 4B Instruct 2507small19%100/100$25.52

LLM-judge pass rate on 100 synthetic examples. Generator: gpt-5.2. Judge: gpt-5.2. Evaluated 2026-09-06T08:54:02.864Z.

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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