Analysis
Prior Authorization Evidence Assembly
Given a coverage policy and synthetic chart, map documented evidence to each requirement and identify unmet or missing documentation without deciding medical necessity.
Healthcare & Life SciencesPer chart
Not benchmarked
No result on this tier
Token profile pending
— /100K
Run this tier to add it
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Gemma 4 E4B IT
E4B · Off-the-shelf
1,015 in · 1,208 out · 18.66s p50
$14.89 /100K
Current price · TrustedRouter
View token rates · observed 9/11/2026
TrustedRouter · $0.0211 input · $0.1055 output /1M
42%
Cheapest
DeepSeek V3
Hosted · Off-the-shelf
961 in · 1,104 out · 10.25s p50
$136 /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
65%
GPT-5.4
Hosted · Off-the-shelf
946 in · 1,944 out · 15.53s p50
$3153 /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
56%
All 12 model results and methodology
Generated 97/100 examples — partial set accepted at the success threshold
| Model | Tier | Quality | Judged | Scenario cost |
|---|---|---|---|---|
| Nemotron Nano 9B v2 | small | 26% | 97/97 | $47.11 |
| Qwen3 235B A22B | mid | 10% | 97/97 | $323 |
| DeepSeek V3 | mid | 65% | 97/97 | $136 |
| Mistral Large 2407 | mid | 28% | 97/97 | $295 |
| Arcee Trinity Large Thinking | mid | 21% | 97/97 | $172 |
| GPT-5.4 | frontier | 56% | 97/97 | $3153 |
| Claude Opus 4.7 | frontier | 52% | 97/97 | $5684 |
| Gemini 3.1 Pro Preview | frontier | 2% | 94/97 | $2607 |
| Gemma 4 E4B IT | small | 42% | 97/97 | $14.89 |
| Granite 4.1 8B | small | 16% | 97/97 | $15.74 |
| Ministral 8B Instruct 2410 | small | 23% | 97/97 | $33.90 |
| Qwen3 4B Instruct 2507 | small | 3% | 97/97 | $123 |
LLM-judge pass rate on 97 synthetic examples. Generator: gpt-5.2. Judge: gpt-5.2. Evaluated 2026-09-10T08:55:02.675Z.
Directional: measured on a synthetic eval set generated by drydock. Cost/latency are not yet captured for taskrouter-run benchmarks.
drydock