Analysis
Vendor Onboarding Agent
Validate identity, tax, banking, sanctions, and required documents; create or route the vendor record.
Finance, accounting, and procurement operationsPer vendor
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
821 in · 780 out · 13.55s p50
$9.96 /100K
Current price · TrustedRouter
View token rates · observed 9/11/2026
TrustedRouter · $0.0211 input · $0.1055 output /1M
76%
Cheapest
Mistral Large 2407
123B · Off-the-shelf
905 in · 930 out · 25.14s p50
$195 /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
80%
GPT-5.4
Hosted · Off-the-shelf
718 in · 1,314 out · 11.10s p50
$2151 /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
97%
Best accuracy
All 12 model results and methodology
Generated 99/100 examples — partial set accepted at the success threshold
| Model | Tier | Quality | Judged | Scenario cost |
|---|---|---|---|---|
| Nemotron Nano 9B v2 | small | 69% | 99/99 | $32.14 |
| Qwen3 235B A22B | mid | 71% | 99/99 | $233 |
| DeepSeek V3 | mid | 74% | 99/99 | $80.35 |
| Mistral Large 2407 | mid | 80% | 99/99 | $195 |
| Arcee Trinity Large Thinking | mid | 70% | 99/99 | $121 |
| GPT-5.4 | frontier | 97% | 99/99 | $2151 |
| Claude Opus 4.7 | frontier | 91% | 99/99 | $4788 |
| Gemini 3.1 Pro Preview | frontier | 59% | 99/99 | $2444 |
| Gemma 4 E4B IT | small | 76% | 99/99 | $9.96 |
| Granite 4.1 8B | small | 60% | 99/99 | $10.89 |
| Ministral 8B Instruct 2410 | small | 44% | 99/99 | $21.95 |
| Qwen3 4B Instruct 2507 | small | 32% | 99/99 | $103 |
LLM-judge pass rate on 99 synthetic examples. Generator: gpt-5.2. Judge: gpt-5.2. Evaluated 2026-09-11T02:17:02.592Z.
Directional: measured on a synthetic eval set generated by drydock. Cost/latency are not yet captured for taskrouter-run benchmarks.
drydock