Analysis
Payroll Exception Agent
Investigate missing or incorrect pay using time, rate, deduction, and payroll records.
People and HR operationsPer paycheck
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
882 in · 1,155 out · 18.07s p50
$14.05 /100K
Current price · TrustedRouter
View token rates · observed 9/11/2026
TrustedRouter · $0.0211 input · $0.1055 output /1M
41%
DeepSeek V3
Hosted · Off-the-shelf
784 in · 954 out · 11.73s p50
$115 /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
38%
GPT-5.4
Hosted · Off-the-shelf
750 in · 1,132 out · 10.61s p50
$1886 /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
82%
Best accuracy
All 12 model results and methodology
Generated 100/100 examples
| Model | Tier | Quality | Judged | Scenario cost |
|---|---|---|---|---|
| Nemotron Nano 9B v2 | small | 35% | 100/100 | $42.73 |
| Qwen3 235B A22B | mid | 28% | 100/100 | $318 |
| DeepSeek V3 | mid | 38% | 100/100 | $115 |
| Mistral Large 2407 | mid | 28% | 100/100 | $219 |
| Arcee Trinity Large Thinking | mid | 19% | 100/100 | $165 |
| GPT-5.4 | frontier | 82% | 100/100 | $1886 |
| Claude Opus 4.7 | frontier | 72% | 100/100 | $4303 |
| Gemini 3.1 Pro Preview | frontier | 41% | 100/100 | $2338 |
| Gemma 4 E4B IT | small | 41% | 100/100 | $14.05 |
| Granite 4.1 8B | small | 11% | 100/100 | $13.87 |
| Ministral 8B Instruct 2410 | small | 17% | 100/100 | $28.59 |
| Qwen3 4B Instruct 2507 | small | 5% | 100/100 | $123 |
LLM-judge pass rate on 100 synthetic examples. Generator: gpt-5.2. Judge: gpt-5.2. Evaluated 2026-09-11T04:46:02.343Z.
Directional: measured on a synthetic eval set generated by drydock. Cost/latency are not yet captured for taskrouter-run benchmarks.
drydock