Published task benchmark

Slack-Router

Classifies an incoming Slack or Discord message and routes it to the correct channel or team.

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

OperationsClassificationEvaluated 9/6/2026100 evaluation examplesFallback pricing checked September 11, 2026
Classification

Slack-Router

Classifies an incoming Slack or Discord message and routes it to the correct channel or team.

OperationsPer message
Not benchmarked
No result on this tier
Token profile pending
/100K
Run this tier to add it
Granite 4.1 8B
8B · Off-the-shelf
181 in · 43 out · 0.61s p50
$1.33 /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
48%
Arcee Trinity Large Thinking
400B · Off-the-shelf
181 in · 914 out · 2.66s p50
$77.64 /100K
Best current price · OpenRouter
Compare 2 router rates · observed 9/11/2026
OpenRouter · $0.2500 input · $0.8000 output /1M
TrustedRouter · $0.2638 input · $0.8440 output /1M
53%
GPT-5.4
Hosted · Off-the-shelf
178 in · 41 out · 1.34s p50
$106 /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
59%
All 12 model results and methodology

Generated 100/100 examples

ModelTierQualityJudgedScenario cost
Nemotron Nano 9B v2small25%100/100$8.84
Qwen3 235B A22Bmid52%100/100$15.42
DeepSeek V3mid50%100/100$7.78
Mistral Large 2407mid38%100/100$15.82
Arcee Trinity Large Thinkingmid53%100/100$77.64
GPT-5.4frontier59%100/100$106
Claude Opus 4.7frontier58%100/100$330
Gemini 3.1 Pro Previewfrontier59%100/100$592
Gemma 4 E4B ITsmall42%100/100$0.6478
Granite 4.1 8Bsmall48%100/100$1.33
Ministral 8B Instruct 2410small36%100/100$3.33
Qwen3 4B Instruct 2507small46%100/100$5.61

LLM-judge pass rate on 100 synthetic examples. Generator: gpt-5.2. Judge: gpt-5.2. Evaluated 2026-09-06T13:48:03.246Z.

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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