Published task benchmark

Three-Way Match Discrepancy Resolution

Given a purchase order, goods receipt, and invoice, identify quantity, price, tax, and vendor mismatches and recommend the permitted resolution code.

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

Finance & AccountingAnalysisEvaluated 9/8/2026100 evaluation examplesFallback pricing checked September 11, 2026
Analysis

Three-Way Match Discrepancy Resolution

Given a purchase order, goods receipt, and invoice, identify quantity, price, tax, and vendor mismatches and recommend the permitted resolution code.

Finance & AccountingPer invoice
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
862 in · 992 out · 16.08s p50
$12.28 /100K
Current price · TrustedRouter
View token rates · observed 9/11/2026
TrustedRouter · $0.0211 input · $0.1055 output /1M
81%
Cheapest
DeepSeek V3
Hosted · Off-the-shelf
792 in · 814 out · 6.59s p50
$103 /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
85%
Claude Opus 4.7
Hosted · Off-the-shelf
1,265 in · 1,515 out · 16.15s p50
$4420 /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
93%
Best accuracy
All 12 model results and methodology

Generated 100/100 examples

ModelTierQualityJudgedScenario cost
Nemotron Nano 9B v2small68%100/100$36.15
Qwen3 235B A22Bmid76%100/100$288
DeepSeek V3mid85%100/100$103
Mistral Large 2407mid77%100/100$196
Arcee Trinity Large Thinkingmid41%100/100$160
GPT-5.4frontier88%100/100$1686
Claude Opus 4.7frontier93%100/100$4420
Gemini 3.1 Pro Previewfrontier68%100/100$2142
Gemma 4 E4B ITsmall81%100/100$12.28
Granite 4.1 8Bsmall60%100/100$12.91
Ministral 8B Instruct 2410small53%100/100$27.52
Qwen3 4B Instruct 2507small64%100/100$108

LLM-judge pass rate on 100 synthetic examples. Generator: gpt-5.2. Judge: gpt-5.2. Evaluated 2026-09-08T23:34:03.000Z.

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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