Published task benchmark

Requisition-to-PO Agent

Convert an approved request into a correctly coded purchase order and dispatch it.

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

Finance, accounting, and procurement operationsAnalysisEvaluated 9/11/2026100 evaluation examplesFallback pricing checked September 11, 2026
Analysis

Requisition-to-PO Agent

Convert an approved request into a correctly coded purchase order and dispatch it.

Finance, accounting, and procurement operationsPer requisition
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
1,035 in · 1,633 out · 26.32s p50
$19.41 /100K
Current price · TrustedRouter
View token rates · observed 9/11/2026
TrustedRouter · $0.0211 input · $0.1055 output /1M
28%
DeepSeek V3
Hosted · Off-the-shelf
927 in · 1,019 out · 12.03s p50
$125 /100K
Best current price · OpenRouter
Compare 2 router rates · observed 9/11/2026
OpenRouter · $0.2500 input · $1.00 output /1M
TrustedRouter · $0.3376 input · $0.9390 output /1M
41%
GPT-5.4
Hosted · Off-the-shelf
881 in · 1,708 out · 13.14s p50
$2782 /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
67%
All 12 model results and methodology

Generated 100/100 examples

ModelTierQualityJudgedScenario cost
Nemotron Nano 9B v2small3%100/100$48.58
Qwen3 235B A22Bmid29%100/100$346
DeepSeek V3mid41%100/100$125
Mistral Large 2407mid26%100/100$258
Arcee Trinity Large Thinkingmid9%100/100$170
GPT-5.4frontier67%100/100$2782
Claude Opus 4.7frontier45%100/100$5597
Gemini 3.1 Pro Previewfrontier0%100/100$2597
Gemma 4 E4B ITsmall28%100/100$19.41
Granite 4.1 8Bsmall5%100/100$17.93
Ministral 8B Instruct 2410small5%100/100$30.98
Qwen3 4B Instruct 2507small5%100/100$137

LLM-judge pass rate on 100 synthetic examples. Generator: gpt-5.2. Judge: gpt-5.2. Evaluated 2026-09-11T10:04:03.379Z.

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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