Published task benchmark

Meeting Logistics Agent

Assemble participants, agenda, materials, room/video link, reminders, and follow-up workspace.

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

Office and knowledge-work automationGenerationEvaluated 9/11/2026100 evaluation examplesFallback pricing checked September 11, 2026
Generation

Meeting Logistics Agent

Assemble participants, agenda, materials, room/video link, reminders, and follow-up workspace.

Office and knowledge-work automationPer meeting
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
519 in · 431 out · 6.69s p50
$5.64 /100K
Current price · TrustedRouter
View token rates · observed 9/11/2026
TrustedRouter · $0.0211 input · $0.1055 output /1M
89%
Cheapest
Mistral Large 2407
123B · Off-the-shelf
570 in · 642 out · 16.71s p50
$132 /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
60%
GPT-5.4
Hosted · Off-the-shelf
471 in · 594 out · 4.80s p50
$1009 /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
98%
Best accuracy
All 12 model results and methodology

Generated 100/100 examples

ModelTierQualityJudgedScenario cost
Nemotron Nano 9B v2small51%100/100$29.05
Qwen3 235B A22Bmid19%100/100$145
DeepSeek V3mid54%100/100$60.80
Mistral Large 2407mid60%100/100$132
Arcee Trinity Large Thinkingmid60%100/100$72.32
GPT-5.4frontier98%100/100$1009
Claude Opus 4.7frontier53%100/100$2852
Gemini 3.1 Pro Previewfrontier82%100/100$1926
Gemma 4 E4B ITsmall89%100/100$5.64
Granite 4.1 8Bsmall80%100/100$7.46
Ministral 8B Instruct 2410small36%100/100$15.55
Qwen3 4B Instruct 2507small3%100/100$55.02

LLM-judge pass rate on 100 synthetic examples. Generator: gpt-5.2. Judge: gpt-5.2. Evaluated 2026-09-11T11:35:02.780Z.

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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