Analysis
Benefits Eligibility Agent
Determine eligibility, collect missing evidence, and enroll or route the employee.
People and HR operationsPer employee
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
681 in · 712 out · 10.80s p50
$8.95 /100K
Current price · TrustedRouter
View token rates · observed 9/11/2026
TrustedRouter · $0.0211 input · $0.1055 output /1M
69%
Cheapest
DeepSeek V3
Hosted · Off-the-shelf
616 in · 624 out · 7.53s p50
$77.80 /100K
Best current price · OpenRouter
Compare 2 router rates · observed 9/11/2026
OpenRouter · $0.2500 input · $1.00 output /1M
TrustedRouter · $0.3376 input · $0.9390 output /1M
68%
GPT-5.4
Hosted · Off-the-shelf
590 in · 1,008 out · 10.27s p50
$1660 /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
95%
Best accuracy
All 12 model results and methodology
Generated 100/100 examples
| Model | Tier | Quality | Judged | Scenario cost |
|---|---|---|---|---|
| Nemotron Nano 9B v2 | small | 34% | 100/100 | $33.85 |
| Qwen3 235B A22B | mid | 54% | 100/100 | $224 |
| DeepSeek V3 | mid | 68% | 100/100 | $77.80 |
| Mistral Large 2407 | mid | 57% | 100/100 | $173 |
| Arcee Trinity Large Thinking | mid | 37% | 100/100 | $132 |
| GPT-5.4 | frontier | 95% | 100/100 | $1660 |
| Claude Opus 4.7 | frontier | 83% | 100/100 | $4241 |
| Gemini 3.1 Pro Preview | frontier | 68% | 100/100 | $2165 |
| Gemma 4 E4B IT | small | 69% | 100/100 | $8.95 |
| Granite 4.1 8B | small | 34% | 100/100 | $10.00 |
| Ministral 8B Instruct 2410 | small | 23% | 100/100 | $17.89 |
| Qwen3 4B Instruct 2507 | small | 22% | 100/100 | $97.66 |
LLM-judge pass rate on 100 synthetic examples. Generator: gpt-5.2. Judge: gpt-5.2. Evaluated 2026-09-11T04:31:02.172Z.
Directional: measured on a synthetic eval set generated by drydock. Cost/latency are not yet captured for taskrouter-run benchmarks.
drydock