Published task benchmark

Elder-Care Daily Note Summary

Given multiple caregiver notes, summarize medications stated as administered, meals, mobility, mood, incidents, and open follow-ups without inferring clinical status.

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

Healthcare & Life SciencesSummarizationEvaluated 9/9/2026100 evaluation examplesFallback pricing checked September 11, 2026
Summarization

Elder-Care Daily Note Summary

Given multiple caregiver notes, summarize medications stated as administered, meals, mobility, mood, incidents, and open follow-ups without inferring clinical status.

Healthcare & Life SciencesPer daily note
Not benchmarked
No result on this tier
Token profile pending
/100K
Run this tier to add it
Granite 4.1 8B
8B · Off-the-shelf
424 in · 340 out · 4.61s p50
$5.52 /100K
Best current price · OpenRouter
Compare 2 router rates · observed 9/4/2026
OpenRouter · $0.0500 input · $0.1000 output /1M
TrustedRouter · $0.0527 input · $0.1055 output /1M
82%
Mistral Large 2407
123B · Off-the-shelf
498 in · 346 out · 9.52s p50
$81.02 /100K
Best current price · TrustedRouter
Compare 2 router rates · observed 9/11/2026
TrustedRouter · $0.5275 input · $1.58 output /1M
OpenRouter · $2.00 input · $6.00 output /1M
84%
GPT-5.4
Hosted · Off-the-shelf
413 in · 329 out · 3.30s p50
$597 /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
99%
Best accuracy
All 12 model results and methodology

Generated 100/100 examples

ModelTierQualityJudgedScenario cost
Nemotron Nano 9B v2small80%100/100$28.51
Qwen3 235B A22Bmid68%100/100$94.37
DeepSeek V3mid77%100/100$40.52
Mistral Large 2407mid84%100/100$81.02
Arcee Trinity Large Thinkingmid60%100/100$70.36
GPT-5.4frontier99%100/100$597
Claude Opus 4.7frontier93%100/100$1789
Gemini 3.1 Pro Previewfrontier87%100/100$1955
Gemma 4 E4B ITsmall73%100/100$4.16
Granite 4.1 8Bsmall82%100/100$5.52
Ministral 8B Instruct 2410small54%100/100$10.39
Qwen3 4B Instruct 2507small64%100/100$29.63

LLM-judge pass rate on 100 synthetic examples. Generator: gpt-5.2. Judge: gpt-5.2. Evaluated 2026-09-09T08:44:02.963Z.

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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