Email Unsubscribe Reason Classification
Given unsubscribe comments, assign one supplied reason label per response and use the fallback for ambiguous or irrelevant feedback.
View token rates · observed 9/11/2026
Compare 2 router rates · observed 9/11/2026
Compare 2 router rates · observed 9/11/2026
All 12 model results and methodology
Generated 100/100 examples
| Model | Tier | Quality | Judged | Scenario cost |
|---|---|---|---|---|
| Nemotron Nano 9B v2 | small | 98% | 100/100 | $7.10 |
| Qwen3 235B A22B | mid | 96% | 100/100 | $15.88 |
| DeepSeek V3 | mid | 93% | 100/100 | $7.99 |
| Mistral Large 2407 | mid | 97% | 100/100 | $16.72 |
| Arcee Trinity Large Thinking | mid | 99% | 100/100 | $34.99 |
| GPT-5.4 | frontier | 99% | 100/100 | $94.25 |
| Claude Opus 4.7 | frontier | 100% | 100/100 | $313 |
| Gemini 3.1 Pro Preview | frontier | 100% | 100/100 | $564 |
| Gemma 4 E4B IT | small | 99% | 100/100 | $0.6520 |
| Granite 4.1 8B | small | 95% | 100/100 | $1.30 |
| Ministral 8B Instruct 2410 | small | 91% | 100/100 | $3.42 |
| Qwen3 4B Instruct 2507 | small | 94% | 100/100 | $5.52 |
LLM-judge pass rate on 100 synthetic examples. Generator: gpt-5.2. Judge: gpt-5.2. Evaluated 2026-09-09T02:47:02.690Z.
Directional: measured on a synthetic eval set generated by drydock. Cost/latency are not yet captured for taskrouter-run benchmarks.
drydock