Summarization
Loss-Review
Summarizes why a customer left based on historical communication.
Customer SuccessPer 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
697 in · 230 out · 3.61s p50
$3.90 /100K
Current price · TrustedRouter
View token rates · observed 9/11/2026
TrustedRouter · $0.0211 input · $0.1055 output /1M
94%
Cheapest
Mistral Large 2407
123B · Off-the-shelf
741 in · 380 out · 10.46s p50
$99.22 /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
92%
GPT-5.4
Hosted · Off-the-shelf
618 in · 389 out · 4.28s p50
$738 /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 | 33% | 100/100 | $19.60 |
| Qwen3 235B A22B | mid | 69% | 100/100 | $104 |
| DeepSeek V3 | mid | 83% | 100/100 | $41.15 |
| Mistral Large 2407 | mid | 92% | 100/100 | $99.22 |
| Arcee Trinity Large Thinking | mid | 66% | 100/100 | $97.06 |
| GPT-5.4 | frontier | 100% | 100/100 | $738 |
| Claude Opus 4.7 | frontier | 74% | 100/100 | $2499 |
| Gemini 3.1 Pro Preview | frontier | 95% | 100/100 | $1878 |
| Gemma 4 E4B IT | small | 94% | 100/100 | $3.90 |
| Granite 4.1 8B | small | 16% | 100/100 | $7.03 |
| Ministral 8B Instruct 2410 | small | 55% | 100/100 | $15.49 |
| Qwen3 4B Instruct 2507 | small | 40% | 100/100 | $34.61 |
LLM-judge pass rate on 100 synthetic examples. Generator: gpt-5.2. Judge: gpt-5.2. Evaluated 2026-09-10T14:32:28.276Z.
Directional: measured on a synthetic eval set generated by drydock. Cost/latency are not yet captured for taskrouter-run benchmarks.
drydock