Analysis
Return RMA Agent
Check policy and order state, create an eligible return, issue the label, and update the case.
Customer service and account operationsPer return
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
631 in · 701 out · 10.96s p50
$8.73 /100K
Current price · TrustedRouter
View token rates · observed 9/11/2026
TrustedRouter · $0.0211 input · $0.1055 output /1M
31%
Cheapest
DeepSeek V3
Hosted · Off-the-shelf
568 in · 515 out · 6.68s p50
$65.70 /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
43%
Claude Opus 4.7
Hosted · Off-the-shelf
844 in · 1,350 out · 16.46s p50
$3797 /100K
Best current price · OpenRouter
Compare 2 router rates · observed 9/11/2026
OpenRouter · $5.00 input · $25.00 output /1M
TrustedRouter · $5.28 input · $26.38 output /1M
73%
All 12 model results and methodology
Generated 100/100 examples
| Model | Tier | Quality | Judged | Scenario cost |
|---|---|---|---|---|
| Nemotron Nano 9B v2 | small | 13% | 100/100 | $26.95 |
| Qwen3 235B A22B | mid | 38% | 100/100 | $175 |
| DeepSeek V3 | mid | 43% | 100/100 | $65.70 |
| Mistral Large 2407 | mid | 24% | 100/100 | $174 |
| Arcee Trinity Large Thinking | mid | 25% | 100/100 | $117 |
| GPT-5.4 | frontier | 67% | 100/100 | $1469 |
| Claude Opus 4.7 | frontier | 73% | 100/100 | $3797 |
| Gemini 3.1 Pro Preview | frontier | 67% | 100/100 | $1912 |
| Gemma 4 E4B IT | small | 31% | 100/100 | $8.73 |
| Granite 4.1 8B | small | 15% | 100/100 | $8.96 |
| Ministral 8B Instruct 2410 | small | 13% | 100/100 | $21.59 |
| Qwen3 4B Instruct 2507 | small | 18% | 100/100 | $90.27 |
LLM-judge pass rate on 100 synthetic examples. Generator: gpt-5.2. Judge: gpt-5.2. Evaluated 2026-09-11T00:38:03.489Z.
Directional: measured on a synthetic eval set generated by drydock. Cost/latency are not yet captured for taskrouter-run benchmarks.
drydock