Published task benchmark

Invoice Schema Extraction

Extract caller-selected invoice fields into exactly typed JSON, preserving source values and returning null for absent fields. Available model: neurometric/document-structured-extraction.

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

Finance & AccountingExtractionEvaluated 9/8/2026100 evaluation examplesFallback pricing checked September 11, 2026
Extraction

Invoice Schema Extraction

Extract caller-selected invoice fields into exactly typed JSON, preserving source values and returning null for absent fields. Available model: neurometric/document-structured-extraction.

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
469 in · 241 out · 4.25s p50
$3.53 /100K
Current price · TrustedRouter
View token rates · observed 9/11/2026
TrustedRouter · $0.0211 input · $0.1055 output /1M
60%
Cheapest
Mistral Large 2407
123B · Off-the-shelf
517 in · 260 out · 7.17s p50
$68.42 /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
63%
GPT-5.4
Hosted · Off-the-shelf
394 in · 179 out · 1.77s p50
$367 /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
73%
All 12 model results and methodology

Generated 100/100 examples

ModelTierQualityJudgedScenario cost
Nemotron Nano 9B v2small0%100/100$31.33
Qwen3 235B A22Bmid49%100/100$58.83
DeepSeek V3mid60%100/100$30.63
Mistral Large 2407mid63%100/100$68.42
Arcee Trinity Large Thinkingmid52%100/100$122
GPT-5.4frontier73%100/100$367
Claude Opus 4.7frontier67%100/100$987
Gemini 3.1 Pro Previewfrontier28%100/100$1797
Gemma 4 E4B ITsmall60%100/100$3.53
Granite 4.1 8Bsmall32%100/100$3.81
Ministral 8B Instruct 2410small24%100/100$10.01
Qwen3 4B Instruct 2507small18%100/100$19.79

LLM-judge pass rate on 100 synthetic examples. Generator: gpt-5.2. Judge: gpt-5.2. Evaluated 2026-09-08T23:06:02.658Z.

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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