PII Logging Risk Review
Given application code and a data-handling policy, identify log statements that may expose personal data and suggest policy-compliant structured alternatives.
View token rates · observed 9/11/2026
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 | 25% | 100/100 | $46.06 |
| Qwen3 235B A22B | mid | 72% | 100/100 | $327 |
| DeepSeek V3 | mid | 70% | 100/100 | $114 |
| Mistral Large 2407 | mid | 54% | 100/100 | $221 |
| Arcee Trinity Large Thinking | mid | 30% | 100/100 | $161 |
| GPT-5.4 | frontier | 61% | 100/100 | $3029 |
| Claude Opus 4.7 | frontier | 13% | 100/100 | $5405 |
| Gemini 3.1 Pro Preview | frontier | 1% | 100/100 | $2505 |
| Gemma 4 E4B IT | small | 62% | 100/100 | $16.15 |
| Granite 4.1 8B | small | 35% | 100/100 | $14.88 |
| Ministral 8B Instruct 2410 | small | 9% | 100/100 | $23.19 |
| Qwen3 4B Instruct 2507 | small | 21% | 100/100 | $124 |
LLM-judge pass rate on 100 synthetic examples. Generator: gpt-5.2. Judge: gpt-5.2. Evaluated 2026-09-10T08:54:02.499Z.
Directional: measured on a synthetic eval set generated by drydock. Cost/latency are not yet captured for taskrouter-run benchmarks.
drydock