Published task benchmark

FCPA Expense Interaction Risk Classification

Given synthetic expense records and interaction notes, classify potential foreign-official risk using a supplied taxonomy and cite the triggering fields.

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

Legal & ComplianceClassificationEvaluated 9/8/2026100 evaluation examplesFallback pricing checked September 11, 2026
Classification

FCPA Expense Interaction Risk Classification

Given synthetic expense records and interaction notes, classify potential foreign-official risk using a supplied taxonomy and cite the triggering fields.

Legal & CompliancePer expense record
Not benchmarked
No result on this tier
Token profile pending
/100K
Run this tier to add it
Granite 4.1 8B
8B · Off-the-shelf
501 in · 60 out · 0.93s p50
$3.10 /100K
Best current price · OpenRouter
Compare 2 router rates · observed 9/4/2026
OpenRouter · $0.0500 input · $0.1000 output /1M
TrustedRouter · $0.0527 input · $0.1055 output /1M
60%
Qwen3 235B A22B
235B (22B active) · Off-the-shelf
515 in · 61 out · 1.14s p50
$34.53 /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
90%
GPT-5.4
Hosted · Off-the-shelf
494 in · 97 out · 1.80s p50
$269 /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
97%
Best accuracy
All 12 model results and methodology

Generated 100/100 examples

ModelTierQualityJudgedScenario cost
Nemotron Nano 9B v2small58%100/100$13.68
Qwen3 235B A22Bmid90%100/100$34.53
DeepSeek V3mid74%100/100$18.75
Mistral Large 2407mid85%100/100$41.62
Arcee Trinity Large Thinkingmid73%100/100$108
GPT-5.4frontier97%100/100$269
Claude Opus 4.7frontier96%100/100$722
Gemini 3.1 Pro Previewfrontier92%100/100$1003
Gemma 4 E4B ITsmall58%100/100$1.43
Granite 4.1 8Bsmall60%100/100$3.10
Ministral 8B Instruct 2410small48%100/100$9.02
Qwen3 4B Instruct 2507small58%100/100$15.87

LLM-judge pass rate on 100 synthetic examples. Generator: gpt-5.2. Judge: gpt-5.2. Evaluated 2026-09-08T19:27:03.014Z.

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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