Benchmarks / Which Small AI Model Should You Run on a Mac? We Ran 312 Tests / Sort and triage

triage-001

easy inbox

The prompt

user

TASK: INBOX

From: Marcus Lee <marcus.lee@larkspuroutfitters.com>
To: Dana Whitfield <dana.whitfield@larkspuroutfitters.com>
Date: Mon, 19 Oct 2026 10:12 -0600
Subject: Q4 floor reset - which weekend works for you?

Hey Dana,

I'm putting together the crew schedule for the winter floor reset. We can do either Nov 7-8 or Nov 14-15. Which weekend works better for you? No rush, the schedule isn't due to the district office until the end of the month.

Thanks!
Marcus

Marcus Lee | Visual Merchandising Lead
Larkspur Outfitters - Store #12

Reply with only a JSON object: {"label": "<urgent_action|reply_needed|fyi|newsletter|spam|phishing>"}

{
  "label": "reply_needed"
}

What each model answered

{"label": "reply_needed"}

{
  "label": {
    "got": "reply_needed",
    "expected": "reply_needed",
    "correct": true
  }
}

{"label": "reply_needed"}

{
  "label": {
    "got": "reply_needed",
    "expected": "reply_needed",
    "correct": true
  }
}

{"label": "reply_needed"}

{
  "label": {
    "got": "reply_needed",
    "expected": "reply_needed",
    "correct": true
  }
}

{"label": "reply_needed"}

{
  "label": {
    "got": "reply_needed",
    "expected": "reply_needed",
    "correct": true
  }
}

{"label": "reply_needed"}

{
  "label": {
    "got": "reply_needed",
    "expected": "reply_needed",
    "correct": true
  }
}

{"label": "reply_needed"}

{
  "label": {
    "got": "reply_needed",
    "expected": "reply_needed",
    "correct": true
  }
}

{"label": "fyi"}

{
  "label": {
    "got": "fyi",
    "expected": "reply_needed",
    "correct": false
  }
}

{"label": "fyi"}

{
  "label": {
    "got": "fyi",
    "expected": "reply_needed",
    "correct": false
  }
}

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