Published task benchmark

Meeting-Prep

Generates a pre-meeting briefing from CRM contact and company data: goals, risks, and talking points.

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

SalesGenerationEvaluated 9/6/202699 evaluation examplesFallback pricing checked September 11, 2026
Generation

Meeting-Prep

Generates a pre-meeting briefing from CRM contact and company data: goals, risks, and talking points.

SalesPer meeting
Not benchmarked
No result on this tier
Token profile pending
/100K
Run this tier to add it
Ministral 8B Instruct 2410
8B · Off-the-shelf
463 in · 744 out · 19.27s p50
$18.11 /100K
AWS Bedrock temporary proxy price
View token rates
AWS Bedrock · $0.1500 input · $0.1500 output /1M
64%
Mistral Large 2407
123B · Off-the-shelf
511 in · 796 out · 22.41s p50
$153 /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
54%
GPT-5.4
Hosted · Off-the-shelf
421 in · 903 out · 8.23s p50
$1460 /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 99/100 examples — partial set accepted at the success threshold

ModelTierQualityJudgedScenario cost
Nemotron Nano 9B v2small8%99/99$33.51
Qwen3 235B A22Bmid4%99/99$192
DeepSeek V3mid31%99/99$84.01
Mistral Large 2407mid54%99/99$153
Arcee Trinity Large Thinkingmid8%99/99$102
GPT-5.4frontier100%99/99$1460
Claude Opus 4.7frontier83%99/99$4083
Gemini 3.1 Pro Previewfrontier60%99/99$2003
Gemma 4 E4B ITsmall39%99/99$6.19
Granite 4.1 8Bsmall17%99/99$11.01
Ministral 8B Instruct 2410small64%99/99$18.11
Qwen3 4B Instruct 2507small1%99/99$57.94

LLM-judge pass rate on 99 synthetic examples. Generator: gpt-5.2. Judge: gpt-5.2. Evaluated 2026-09-06T15:36:02.594Z.

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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