Classification
Customer Health Signal Classification
Given synthetic usage, support, renewal, and satisfaction signals, assign a health tier and return the observed factors that drove the classification.
Sales & MarketingPer account
Not benchmarked
No result on this tier
Token profile pending
— /100K
Run this tier to add it
—
Qwen3 4B Instruct 2507
4B · Off-the-shelf
358 in · 110 out · 4.62s p50
$12.33 /100K
AWS Bedrock temporary proxy price
View token rates
AWS Bedrock · $0.1545 input · $0.6180 output /1M
69%
Qwen3 235B A22B
235B (22B active) · Off-the-shelf
358 in · 47 out · 0.86s p50
$24.84 /100K
Best current price · OpenRouter
Compare 2 router rates · observed 9/11/2026
OpenRouter · $0.4550 input · $1.82 output /1M
TrustedRouter · $0.6330 input · $2.11 output /1M
69%
GPT-5.4
Hosted · Off-the-shelf
335 in · 100 out · 1.85s p50
$234 /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
70%
All 12 model results and methodology
Generated 100/100 examples
| Model | Tier | Quality | Judged | Scenario cost |
|---|---|---|---|---|
| Nemotron Nano 9B v2 | small | 48% | 100/100 | $15.48 |
| Qwen3 235B A22B | mid | 69% | 100/100 | $24.84 |
| DeepSeek V3 | mid | 64% | 100/100 | $13.65 |
| Mistral Large 2407 | mid | 51% | 100/100 | $30.23 |
| Arcee Trinity Large Thinking | mid | 52% | 100/100 | $84.46 |
| GPT-5.4 | frontier | 70% | 100/100 | $234 |
| Claude Opus 4.7 | frontier | 68% | 100/100 | $620 |
| Gemini 3.1 Pro Preview | frontier | 64% | 100/100 | $865 |
| Gemma 4 E4B IT | small | 62% | 100/100 | $1.15 |
| Granite 4.1 8B | small | 68% | 100/100 | $2.25 |
| Ministral 8B Instruct 2410 | small | 48% | 100/100 | $7.11 |
| Qwen3 4B Instruct 2507 | small | 69% | 100/100 | $12.33 |
LLM-judge pass rate on 100 synthetic examples. Generator: gpt-5.2. Judge: gpt-5.2. Evaluated 2026-09-09T03:33:02.632Z.
Directional: measured on a synthetic eval set generated by drydock. Cost/latency are not yet captured for taskrouter-run benchmarks.
drydock