Published task benchmark

Longitudinal Lab Trend Description

Given timestamped lab results and reference ranges, identify direction, magnitude, threshold crossings, and missing intervals without offering a diagnosis.

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

Healthcare & Life SciencesAnalysisEvaluated 9/9/2026100 evaluation examplesFallback pricing checked September 11, 2026
Analysis

Longitudinal Lab Trend Description

Given timestamped lab results and reference ranges, identify direction, magnitude, threshold crossings, and missing intervals without offering a diagnosis.

Healthcare & Life SciencesPer lab trend
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
400 in · 670 out · 10.06s p50
$7.91 /100K
Current price · TrustedRouter
View token rates · observed 9/11/2026
TrustedRouter · $0.0211 input · $0.1055 output /1M
33%
Cheapest
DeepSeek V3
Hosted · Off-the-shelf
345 in · 712 out · 5.59s p50
$78.50 /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
64%
GPT-5.4
Hosted · Off-the-shelf
352 in · 782 out · 7.02s p50
$1261 /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
100%
Best accuracy
All 12 model results and methodology

Generated 100/100 examples

ModelTierQualityJudgedScenario cost
Nemotron Nano 9B v2small13%100/100$30.09
Qwen3 235B A22Bmid18%100/100$181
DeepSeek V3mid64%100/100$78.50
Mistral Large 2407mid43%100/100$176
Arcee Trinity Large Thinkingmid42%100/100$112
GPT-5.4frontier100%100/100$1261
Claude Opus 4.7frontier98%100/100$3974
Gemini 3.1 Pro Previewfrontier75%100/100$1775
Gemma 4 E4B ITsmall33%100/100$7.91
Granite 4.1 8Bsmall15%100/100$11.36
Ministral 8B Instruct 2410small1%100/100$16.26
Qwen3 4B Instruct 2507small2%100/100$83.52

LLM-judge pass rate on 100 synthetic examples. Generator: gpt-5.2. Judge: gpt-5.2. Evaluated 2026-09-09T08:34:02.541Z.

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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