Generation
Empathy-Edge
Rewrites blunt technical answers to be more empathetic and helpful.
Customer SupportPer reply
Not benchmarked
No result on this tier
Token profile pending
— /100K
Run this tier to add it
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Gemma 4 E4B IT
E4B · Off-the-shelf
211 in · 157 out · 2.37s p50
$2.10 /100K
Current price · TrustedRouter
View token rates · observed 9/11/2026
TrustedRouter · $0.0211 input · $0.1055 output /1M
100%
Best accuracyCheapest
Mistral Large 2407
123B · Off-the-shelf
219 in · 143 out · 3.67s p50
$34.18 /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
98%
GPT-5.4
Hosted · Off-the-shelf
197 in · 137 out · 1.85s p50
$255 /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 | 69% | 100/100 | $11.66 |
| Qwen3 235B A22B | mid | 92% | 100/100 | $39.45 |
| DeepSeek V3 | mid | 97% | 100/100 | $21.04 |
| Mistral Large 2407 | mid | 98% | 100/100 | $34.18 |
| Arcee Trinity Large Thinking | mid | 90% | 100/100 | $35.40 |
| GPT-5.4 | frontier | 100% | 100/100 | $255 |
| Claude Opus 4.7 | frontier | 96% | 100/100 | $1078 |
| Gemini 3.1 Pro Preview | frontier | 98% | 100/100 | $1351 |
| Gemma 4 E4B IT | small | 100% | 100/100 | $2.10 |
| Granite 4.1 8B | small | 86% | 100/100 | $3.50 |
| Ministral 8B Instruct 2410 | small | 88% | 100/100 | $4.95 |
| Qwen3 4B Instruct 2507 | small | 93% | 100/100 | $13.52 |
LLM-judge pass rate on 100 synthetic examples. Generator: gpt-5.2. Judge: gpt-5.2. Evaluated 2026-09-05T20:51:02.947Z.
Directional: measured on a synthetic eval set generated by drydock. Cost/latency are not yet captured for taskrouter-run benchmarks.
drydock