Published task benchmark

Quote Approval Agent

Configure a quote, calculate discounts, and route exceptions through the correct approval chain.

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

Sales and revenue operationsAnalysisEvaluated 9/11/2026100 evaluation examplesFallback pricing checked September 11, 2026
Analysis

Quote Approval Agent

Configure a quote, calculate discounts, and route exceptions through the correct approval chain.

Sales and revenue operationsPer quote
Not benchmarked
No result on this tier
Token profile pending
/100K
Run this tier to add it
Granite 4.1 8B
8B · Off-the-shelf
677 in · 1,240 out · 17.40s p50
$15.79 /100K
Best current price · OpenRouter
Compare 2 router rates · observed 9/4/2026
OpenRouter · $0.0500 input · $0.1000 output /1M
TrustedRouter · $0.0527 input · $0.1055 output /1M
12%
Cheapest
DeepSeek V3
Hosted · Off-the-shelf
731 in · 1,362 out · 25.55s p50
$153 /100K
Best current price · TrustedRouter
Compare 2 router rates · observed 9/11/2026
TrustedRouter · $0.3376 input · $0.9390 output /1M
OpenRouter · $0.2500 input · $1.00 output /1M
34%
GPT-5.4
Hosted · Off-the-shelf
676 in · 1,537 out · 14.89s p50
$2475 /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
77%
Best accuracy
All 12 model results and methodology

Generated 100/100 examples

ModelTierQualityJudgedScenario cost
Nemotron Nano 9B v2small4%100/100$49.66
Qwen3 235B A22Bmid32%100/100$329
DeepSeek V3mid34%100/100$153
Mistral Large 2407mid22%100/100$264
Arcee Trinity Large Thinkingmid10%100/100$173
GPT-5.4frontier77%100/100$2475
Claude Opus 4.7frontier60%100/100$5321
Gemini 3.1 Pro Previewfrontier0%100/100$2546
Gemma 4 E4B ITsmall8%100/100$20.65
Granite 4.1 8Bsmall12%100/100$15.79
Ministral 8B Instruct 2410small0%100/100$31.84
Qwen3 4B Instruct 2507small4%100/100$130

LLM-judge pass rate on 100 synthetic examples. Generator: gpt-5.2. Judge: gpt-5.2. Evaluated 2026-09-11T10:31:02.285Z.

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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