Published task benchmark

Network-Grow

Drafts the perfect "ask" for a referral from a happy existing customer.

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

Network-Grow

Drafts the perfect "ask" for a referral from a happy existing customer.

SalesPer customer
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
215 in · 149 out · 2.31s p50
$2.03 /100K
Current price · TrustedRouter
View token rates · observed 9/11/2026
TrustedRouter · $0.0211 input · $0.1055 output /1M
69%
Cheapest
DeepSeek V3
Hosted · Off-the-shelf
197 in · 188 out · 1.52s p50
$24.30 /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
89%
GPT-5.4
Hosted · Off-the-shelf
200 in · 131 out · 2.13s p50
$247 /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 v2small2%100/100$20.30
Qwen3 235B A22Bmid64%100/100$43.59
DeepSeek V3mid89%100/100$24.30
Mistral Large 2407mid78%100/100$42.52
Arcee Trinity Large Thinkingmid59%100/100$39.02
GPT-5.4frontier100%100/100$247
Claude Opus 4.7frontier83%100/100$991
Gemini 3.1 Pro Previewfrontier95%100/100$1356
Gemma 4 E4B ITsmall69%100/100$2.03
Granite 4.1 8Bsmall3%100/100$4.24
Ministral 8B Instruct 2410small57%100/100$5.82
Qwen3 4B Instruct 2507small4%100/100$16.59

LLM-judge pass rate on 100 synthetic examples. Generator: gpt-5.2. Judge: gpt-5.2. Evaluated 2026-09-06T08:52:03.331Z.

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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