Analysis
Telecom Plan Service Agent
Change plans or roaming options and resolve service/billing issues using customer and network tools.
Customer service and account operationsPer service request
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
886 in · 850 out · 13.53s p50
$10.84 /100K
Current price · TrustedRouter
View token rates · observed 9/11/2026
TrustedRouter · $0.0211 input · $0.1055 output /1M
59%
Cheapest
Mistral Large 2407
123B · Off-the-shelf
950 in · 1,121 out · 30.49s p50
$228 /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
50%
GPT-5.4
Hosted · Off-the-shelf
760 in · 947 out · 9.54s p50
$1611 /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
94%
Best accuracy
All 12 model results and methodology
Generated 100/100 examples
| Model | Tier | Quality | Judged | Scenario cost |
|---|---|---|---|---|
| Nemotron Nano 9B v2 | small | 24% | 100/100 | $35.37 |
| Qwen3 235B A22B | mid | 29% | 100/100 | $239 |
| DeepSeek V3 | mid | 32% | 100/100 | $83.28 |
| Mistral Large 2407 | mid | 50% | 100/100 | $228 |
| Arcee Trinity Large Thinking | mid | 28% | 100/100 | $135 |
| GPT-5.4 | frontier | 94% | 100/100 | $1611 |
| Claude Opus 4.7 | frontier | 70% | 100/100 | $4417 |
| Gemini 3.1 Pro Preview | frontier | 55% | 100/100 | $2106 |
| Gemma 4 E4B IT | small | 59% | 100/100 | $10.84 |
| Granite 4.1 8B | small | 29% | 100/100 | $13.58 |
| Ministral 8B Instruct 2410 | small | 38% | 100/100 | $28.08 |
| Qwen3 4B Instruct 2507 | small | 6% | 100/100 | $99.67 |
LLM-judge pass rate on 100 synthetic examples. Generator: gpt-5.2. Judge: gpt-5.2. Evaluated 2026-09-10T20:54:02.298Z.
Directional: measured on a synthetic eval set generated by drydock. Cost/latency are not yet captured for taskrouter-run benchmarks.
drydock