Published task benchmark

Quick-Reply

Suggests the best pre-written "macro" based on the user's question.

Compare measured quality, workload cost, and latency across model tiers. Results are task-specific and directional—not a general model ranking.

Customer SupportClassificationEvaluated 9/10/2026100 evaluation examplesFallback pricing checked September 11, 2026
Classification

Quick-Reply

Suggests the best pre-written "macro" based on the user's question.

Customer SupportPer ticket
Not benchmarked
No result on this tier
Token profile pending
/100K
Run this tier to add it
Nemotron Nano 9B v2
9B · Off-the-shelf
348 in · 318 out · 2.33s p50
$9.40 /100K
AWS Bedrock temporary list price
View token rates
AWS Bedrock · $0.0600 input · $0.2300 output /1M
100%
Best accuracy
DeepSeek V3
Hosted · Off-the-shelf
336 in · 31 out · 1.07s p50
$13.28 /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
100%
Best accuracy
GPT-5.4
Hosted · Off-the-shelf
318 in · 44 out · 1.31s p50
$146 /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

ModelTierQualityJudgedScenario cost
Nemotron Nano 9B v2small100%100/100$9.40
Qwen3 235B A22Bmid99%100/100$23.16
DeepSeek V3mid100%100/100$13.28
Mistral Large 2407mid100%100/100$26.96
Arcee Trinity Large Thinkingmid99%100/100$42.08
GPT-5.4frontier100%100/100$146
Claude Opus 4.7frontier100%100/100$446
Gemini 3.1 Pro Previewfrontier100%100/100$456
Gemma 4 E4B ITsmall95%100/100$1.02
Granite 4.1 8Bsmall99%100/100$2.13
Ministral 8B Instruct 2410small100%100/100$5.92
Qwen3 4B Instruct 2507small100%100/100$7.86

LLM-judge pass rate on 100 synthetic examples. Generator: gpt-5.2. Judge: gpt-5.2. Evaluated 2026-09-10T09:22:38.727Z.

Directional: measured on a synthetic eval set generated by drydock. Cost/latency are not yet captured for taskrouter-run benchmarks.

drydock

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