Published task benchmark

Quote-Fixer

Generates complex quotes ensuring all discounts and bundles are applied.

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

SalesAnalysisEvaluated 9/10/2026100 evaluation examplesFallback pricing checked September 11, 2026
Analysis

Quote-Fixer

Generates complex quotes ensuring all discounts and bundles are applied.

SalesPer quote
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
610 in · 1,860 out · 31.89s p50
$20.91 /100K
Current price · TrustedRouter
View token rates · observed 9/11/2026
TrustedRouter · $0.0211 input · $0.1055 output /1M
17%
DeepSeek V3
Hosted · Off-the-shelf
590 in · 1,510 out · 10.68s p50
$162 /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
45%
Claude Opus 4.7
Hosted · Off-the-shelf
928 in · 1,675 out · 16.52s p50
$4652 /100K
Best current price · OpenRouter
Compare 2 router rates · observed 9/11/2026
OpenRouter · $5.00 input · $25.00 output /1M
TrustedRouter · $5.28 input · $26.38 output /1M
74%
All 12 model results and methodology

Generated 100/100 examples

ModelTierQualityJudgedScenario cost
Nemotron Nano 9B v2small7%100/100$49.52
Qwen3 235B A22Bmid42%100/100$305
DeepSeek V3mid45%100/100$162
Mistral Large 2407mid22%100/100$241
Arcee Trinity Large Thinkingmid0%100/100$174
GPT-5.4frontier60%100/100$1830
Claude Opus 4.7frontier74%100/100$4652
Gemini 3.1 Pro Previewfrontier0%100/100$2514
Gemma 4 E4B ITsmall17%100/100$20.91
Granite 4.1 8Bsmall3%100/100$15.11
Ministral 8B Instruct 2410small1%100/100$26.91
Qwen3 4B Instruct 2507small10%100/100$125

LLM-judge pass rate on 100 synthetic examples. Generator: gpt-5.2. Judge: gpt-5.2. Evaluated 2026-09-10T09:09:02.562Z.

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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