Generation
Last-Mile Instruction Clarification
Given a customer's delivery note, rewrite it as concise driver steps while preserving access constraints and flagging ambiguous or unsafe instructions.
E-commerce & LogisticsPer delivery note
Not benchmarked
No result on this tier
Token profile pending
— /100K
Run this tier to add it
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Nemotron Nano 9B v2
9B · Off-the-shelf
239 in · 1,169 out · 6.82s p50
$28.32 /100K
AWS Bedrock temporary list price
View token rates
AWS Bedrock · $0.0600 input · $0.2300 output /1M
36%
DeepSeek V3
Hosted · Off-the-shelf
233 in · 121 out · 1.99s p50
$19.23 /100K
Best current price · TrustedRouter
Compare 2 router rates · observed 9/11/2026
TrustedRouter · $0.3376 input · $0.9390 output /1M
OpenRouter · $0.2900 input · $1.14 output /1M
69%
GPT-5.4
Hosted · Off-the-shelf
223 in · 128 out · 2.22s p50
$248 /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
94%
Best accuracy
All 12 model results and methodology
Generated 100/100 examples
| Model | Tier | Quality | Judged | Scenario cost |
|---|---|---|---|---|
| Nemotron Nano 9B v2 | small | 36% | 100/100 | $28.32 |
| Qwen3 235B A22B | mid | 62% | 100/100 | $39.99 |
| DeepSeek V3 | mid | 69% | 100/100 | $19.23 |
| Mistral Large 2407 | mid | 66% | 100/100 | $43.57 |
| Arcee Trinity Large Thinking | mid | 67% | 100/100 | $61.20 |
| GPT-5.4 | frontier | 94% | 100/100 | $248 |
| Claude Opus 4.7 | frontier | 94% | 100/100 | $1107 |
| Gemini 3.1 Pro Preview | frontier | 82% | 100/100 | $1305 |
| Gemma 4 E4B IT | small | 21% | 100/100 | $1.76 |
| Granite 4.1 8B | small | 23% | 100/100 | $3.71 |
| Ministral 8B Instruct 2410 | small | 15% | 100/100 | $5.70 |
| Qwen3 4B Instruct 2507 | small | 27% | 100/100 | $16.24 |
LLM-judge pass rate on 100 synthetic examples. Generator: gpt-5.2. Judge: gpt-5.2. Evaluated 2026-09-09T11:07:02.682Z.
Directional: measured on a synthetic eval set generated by drydock. Cost/latency are not yet captured for taskrouter-run benchmarks.
drydock