Analysis
Delivery Exception Agent
Investigate a delayed, lost, or damaged delivery and choose replacement, refund, or escalation.
Customer service and account operationsPer delivery
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
658 in · 708 out · 11.08s p50
$8.86 /100K
Current price · TrustedRouter
View token rates · observed 9/11/2026
TrustedRouter · $0.0211 input · $0.1055 output /1M
54%
Cheapest
Mistral Large 2407
123B · Off-the-shelf
707 in · 874 out · 24.90s p50
$176 /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
67%
GPT-5.4
Hosted · Off-the-shelf
557 in · 861 out · 9.17s p50
$1431 /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
93%
Best accuracy
All 12 model results and methodology
Generated 100/100 examples
| Model | Tier | Quality | Judged | Scenario cost |
|---|---|---|---|---|
| Nemotron Nano 9B v2 | small | 27% | 100/100 | $34.58 |
| Qwen3 235B A22B | mid | 44% | 100/100 | $224 |
| DeepSeek V3 | mid | 56% | 100/100 | $80.25 |
| Mistral Large 2407 | mid | 67% | 100/100 | $176 |
| Arcee Trinity Large Thinking | mid | 46% | 100/100 | $122 |
| GPT-5.4 | frontier | 93% | 100/100 | $1431 |
| Claude Opus 4.7 | frontier | 86% | 100/100 | $4401 |
| Gemini 3.1 Pro Preview | frontier | 63% | 100/100 | $2197 |
| Gemma 4 E4B IT | small | 54% | 100/100 | $8.86 |
| Granite 4.1 8B | small | 29% | 100/100 | $10.49 |
| Ministral 8B Instruct 2410 | small | 34% | 100/100 | $23.05 |
| Qwen3 4B Instruct 2507 | small | 23% | 100/100 | $100 |
LLM-judge pass rate on 100 synthetic examples. Generator: gpt-5.2. Judge: gpt-5.2. Evaluated 2026-09-11T02:06:02.749Z.
Directional: measured on a synthetic eval set generated by drydock. Cost/latency are not yet captured for taskrouter-run benchmarks.
drydock