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 2 router rates · observed 9/4/2026
Compare 2 router rates · observed 9/11/2026
Compare 2 router rates · observed 9/11/2026
All 12 model results and methodology
Generated 100/100 examples
| Model | Tier | Quality | Judged | Scenario cost |
|---|---|---|---|---|
| Nemotron Nano 9B v2 | small | 58% | 100/100 | $13.68 |
| Qwen3 235B A22B | mid | 90% | 100/100 | $34.53 |
| DeepSeek V3 | mid | 74% | 100/100 | $18.75 |
| Mistral Large 2407 | mid | 85% | 100/100 | $41.62 |
| Arcee Trinity Large Thinking | mid | 73% | 100/100 | $108 |
| GPT-5.4 | frontier | 97% | 100/100 | $269 |
| Claude Opus 4.7 | frontier | 96% | 100/100 | $722 |
| Gemini 3.1 Pro Preview | frontier | 92% | 100/100 | $1003 |
| Gemma 4 E4B IT | small | 58% | 100/100 | $1.43 |
| Granite 4.1 8B | small | 60% | 100/100 | $3.10 |
| Ministral 8B Instruct 2410 | small | 48% | 100/100 | $9.02 |
| Qwen3 4B Instruct 2507 | small | 58% | 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