Classification
Sales Objection Classification
Given a prospect statement and a supplied objection taxonomy, label price, security, timing, authority, competition, or other and identify the decisive phrase.
Sales & MarketingPer objection
Not benchmarked
No result on this tier
Token profile pending
— /100K
Run this tier to add it
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Granite 4.1 8B
8B · Off-the-shelf
169 in · 66 out · 0.90s p50
$1.50 /100K
Best current price · OpenRouter
Compare 2 router rates · observed 9/4/2026
OpenRouter · $0.0500 input · $0.1000 output /1M
TrustedRouter · $0.0527 input · $0.1055 output /1M
97%
DeepSeek V3
Hosted · Off-the-shelf
168 in · 29 out · 0.71s p50
$8.18 /100K
Best current price · OpenRouter
Compare 2 router rates · observed 9/11/2026
OpenRouter · $0.2900 input · $1.14 output /1M
TrustedRouter · $0.3376 input · $0.9390 output /1M
97%
GPT-5.4
Hosted · Off-the-shelf
168 in · 51 out · 1.34s p50
$119 /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 | 82% | 100/100 | $7.38 |
| Qwen3 235B A22B | mid | 85% | 100/100 | $14.42 |
| DeepSeek V3 | mid | 97% | 100/100 | $8.18 |
| Mistral Large 2407 | mid | 87% | 100/100 | $15.46 |
| Arcee Trinity Large Thinking | mid | 92% | 100/100 | $52.30 |
| GPT-5.4 | frontier | 100% | 100/100 | $119 |
| Claude Opus 4.7 | frontier | 94% | 100/100 | $308 |
| Gemini 3.1 Pro Preview | frontier | 100% | 100/100 | $623 |
| Gemma 4 E4B IT | small | 94% | 100/100 | $0.5760 |
| Granite 4.1 8B | small | 97% | 100/100 | $1.50 |
| Ministral 8B Instruct 2410 | small | 81% | 100/100 | $3.09 |
| Qwen3 4B Instruct 2507 | small | 95% | 100/100 | $6.44 |
LLM-judge pass rate on 100 synthetic examples. Generator: gpt-5.2. Judge: gpt-5.2. Evaluated 2026-09-09T02:41:02.521Z.
Directional: measured on a synthetic eval set generated by drydock. Cost/latency are not yet captured for taskrouter-run benchmarks.
drydock