Analysis
Churn Save Agent
Diagnose cancellation intent and offer only policy-allowed remedies before completing or retaining the account.
Sales and revenue operationsPer account
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
483 in · 601 out · 11.19s p50
$7.36 /100K
Current price · TrustedRouter
View token rates · observed 9/11/2026
TrustedRouter · $0.0211 input · $0.1055 output /1M
63%
Cheapest
Mistral Large 2407
123B · Off-the-shelf
523 in · 804 out · 22.20s p50
$155 /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
76%
GPT-5.4
Hosted · Off-the-shelf
422 in · 902 out · 9.05s p50
$1459 /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
100%
Best accuracy
All 12 model results and methodology
Generated 100/100 examples
| Model | Tier | Quality | Judged | Scenario cost |
|---|---|---|---|---|
| Nemotron Nano 9B v2 | small | 34% | 100/100 | $30.31 |
| Qwen3 235B A22B | mid | 34% | 100/100 | $195 |
| DeepSeek V3 | mid | 46% | 100/100 | $72.75 |
| Mistral Large 2407 | mid | 76% | 100/100 | $155 |
| Arcee Trinity Large Thinking | mid | 40% | 100/100 | $100 |
| GPT-5.4 | frontier | 100% | 100/100 | $1459 |
| Claude Opus 4.7 | frontier | 94% | 100/100 | $4044 |
| Gemini 3.1 Pro Preview | frontier | 77% | 100/100 | $1758 |
| Gemma 4 E4B IT | small | 63% | 100/100 | $7.36 |
| Granite 4.1 8B | small | 33% | 100/100 | $8.81 |
| Ministral 8B Instruct 2410 | small | 29% | 100/100 | $14.05 |
| Qwen3 4B Instruct 2507 | small | 4% | 100/100 | $83.49 |
LLM-judge pass rate on 100 synthetic examples. Generator: gpt-5.2. Judge: gpt-5.2. Evaluated 2026-09-10T22:53:02.765Z.
Directional: measured on a synthetic eval set generated by drydock. Cost/latency are not yet captured for taskrouter-run benchmarks.
drydock