Published task benchmark

Clinical Trial Eligibility Extraction

Given a protocol, extract inclusion and exclusion criteria into typed fields while preserving thresholds, timing windows, and conditional logic.

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

Healthcare & Life SciencesExtractionEvaluated 9/10/2026100 evaluation examplesFallback pricing checked September 11, 2026
Extraction

Clinical Trial Eligibility Extraction

Given a protocol, extract inclusion and exclusion criteria into typed fields while preserving thresholds, timing windows, and conditional logic.

Healthcare & Life SciencesPer protocol
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
512 in · 749 out · 11.16s p50
$8.98 /100K
Current price · TrustedRouter
View token rates · observed 9/11/2026
TrustedRouter · $0.0211 input · $0.1055 output /1M
39%
Cheapest
Qwen3 235B A22B
235B (22B active) · Off-the-shelf
513 in · 927 out · 17.99s p50
$192 /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
63%
GPT-5.4
Hosted · Off-the-shelf
481 in · 1,263 out · 8.14s p50
$2015 /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
91%
Best accuracy
All 12 model results and methodology

Generated 100/100 examples

ModelTierQualityJudgedScenario cost
Nemotron Nano 9B v2small17%100/100$40.59
Qwen3 235B A22Bmid63%100/100$192
DeepSeek V3mid42%100/100$136
Mistral Large 2407mid18%100/100$149
Arcee Trinity Large Thinkingmid36%100/100$118
GPT-5.4frontier91%100/100$2015
Claude Opus 4.7frontier63%100/100$3873
Gemini 3.1 Pro Previewfrontier6%100/100$2431
Gemma 4 E4B ITsmall39%100/100$8.98
Granite 4.1 8Bsmall38%100/100$9.70
Ministral 8B Instruct 2410small0%100/100$14.05
Qwen3 4B Instruct 2507small30%100/100$45.38

LLM-judge pass rate on 100 synthetic examples. Generator: gpt-5.2. Judge: gpt-5.2. Evaluated 2026-09-10T08:50:02.785Z.

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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