Published task benchmark

Collections Workflow Agent

Prioritize overdue accounts, select policy-compliant outreach, create tasks, and update promise-to-pay state.

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

Collections Workflow Agent

Prioritize overdue accounts, select policy-compliant outreach, create tasks, and update promise-to-pay state.

Finance, accounting, and procurement operationsPer account
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
825 in · 1,026 out · 17.66s p50
$12.57 /100K
Current price · TrustedRouter
View token rates · observed 9/11/2026
TrustedRouter · $0.0211 input · $0.1055 output /1M
50%
Cheapest
Mistral Large 2407
123B · Off-the-shelf
874 in · 1,123 out · 29.50s p50
$224 /100K
Best current price · TrustedRouter
Compare 2 router rates · observed 9/11/2026
TrustedRouter · $0.5275 input · $1.58 output /1M
OpenRouter · $2.00 input · $6.00 output /1M
62%
GPT-5.4
Hosted · Off-the-shelf
687 in · 1,628 out · 15.04s p50
$2614 /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
85%
Best accuracy
All 12 model results and methodology

Generated 100/100 examples

ModelTierQualityJudgedScenario cost
Nemotron Nano 9B v2small2%100/100$45.11
Qwen3 235B A22Bmid44%100/100$324
DeepSeek V3mid42%100/100$106
Mistral Large 2407mid62%100/100$224
Arcee Trinity Large Thinkingmid17%100/100$159
GPT-5.4frontier85%100/100$2614
Claude Opus 4.7frontier64%100/100$5259
Gemini 3.1 Pro Previewfrontier17%100/100$2515
Gemma 4 E4B ITsmall50%100/100$12.57
Granite 4.1 8Bsmall20%100/100$14.33
Ministral 8B Instruct 2410small5%100/100$27.33
Qwen3 4B Instruct 2507small4%100/100$127

LLM-judge pass rate on 100 synthetic examples. Generator: gpt-5.2. Judge: gpt-5.2. Evaluated 2026-09-11T00:34:02.856Z.

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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