Published task benchmark

PHI Exposure Detection in Audit Logs

Given synthetic application logs, identify lines containing possible protected health information, label the PHI type, and avoid flagging safe operational identifiers.

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

Legal & ComplianceExtractionEvaluated 9/8/2026100 evaluation examplesFallback pricing checked September 11, 2026
Extraction

PHI Exposure Detection in Audit Logs

Given synthetic application logs, identify lines containing possible protected health information, label the PHI type, and avoid flagging safe operational identifiers.

Legal & CompliancePer log
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
657 in · 422 out · 6.78s p50
$5.84 /100K
Current price · TrustedRouter
View token rates · observed 9/11/2026
TrustedRouter · $0.0211 input · $0.1055 output /1M
57%
DeepSeek V3
Hosted · Off-the-shelf
550 in · 537 out · 4.06s p50
$68.99 /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
61%
GPT-5.4
Hosted · Off-the-shelf
531 in · 345 out · 2.75s p50
$650 /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
78%
Best accuracy
All 12 model results and methodology

Generated 100/100 examples

ModelTierQualityJudgedScenario cost
Nemotron Nano 9B v2small4%100/100$38.50
Qwen3 235B A22Bmid49%100/100$104
DeepSeek V3mid61%100/100$68.99
Mistral Large 2407mid56%100/100$126
Arcee Trinity Large Thinkingmid8%100/100$167
GPT-5.4frontier78%100/100$650
Claude Opus 4.7frontier67%100/100$2281
Gemini 3.1 Pro Previewfrontier24%100/100$1592
Gemma 4 E4B ITsmall57%100/100$5.84
Granite 4.1 8Bsmall28%100/100$5.16
Ministral 8B Instruct 2410small8%100/100$17.85
Qwen3 4B Instruct 2507small22%100/100$33.03

LLM-judge pass rate on 100 synthetic examples. Generator: gpt-5.2. Judge: gpt-5.2. Evaluated 2026-09-08T19:37:02.877Z.

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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