Published task benchmark

Invoice Three-Way Match Agent

Match invoice, PO, and receipt records; calculate variances; approve or route exceptions.

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

Invoice Three-Way Match Agent

Match invoice, PO, and receipt records; calculate variances; approve or route exceptions.

Finance, accounting, and procurement operationsPer invoice
Not benchmarked
No result on this tier
Token profile pending
/100K
Run this tier to add it
Nemotron Nano 9B v2
9B · Off-the-shelf
753 in · 1,466 out · 9.39s p50
$38.24 /100K
AWS Bedrock temporary list price
View token rates
AWS Bedrock · $0.0600 input · $0.2300 output /1M
74%
Qwen3 235B A22B
235B (22B active) · Off-the-shelf
714 in · 1,082 out · 15.34s p50
$229 /100K
Best current price · OpenRouter
Compare 2 router rates · observed 9/11/2026
OpenRouter · $0.4550 input · $1.82 output /1M
TrustedRouter · $0.6330 input · $2.11 output /1M
76%
Claude Opus 4.7
Hosted · Off-the-shelf
1,060 in · 1,384 out · 14.70s p50
$3990 /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
94%
Best accuracy
All 12 model results and methodology

Generated 100/100 examples

ModelTierQualityJudgedScenario cost
Nemotron Nano 9B v2small74%100/100$38.24
Qwen3 235B A22Bmid76%100/100$229
DeepSeek V3mid73%100/100$82.85
Mistral Large 2407mid75%100/100$193
Arcee Trinity Large Thinkingmid48%100/100$143
GPT-5.4frontier92%100/100$1461
Claude Opus 4.7frontier94%100/100$3990
Gemini 3.1 Pro Previewfrontier91%100/100$1876
Gemma 4 E4B ITsmall68%100/100$9.95
Granite 4.1 8Bsmall55%100/100$12.23
Ministral 8B Instruct 2410small24%100/100$26.39
Qwen3 4B Instruct 2507small63%100/100$99.22

LLM-judge pass rate on 100 synthetic examples. Generator: gpt-5.2. Judge: gpt-5.2. Evaluated 2026-09-10T23:27:02.489Z.

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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