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

triage-008

hard inbox

The prompt

user

TASK: INBOX

From: CloudVault <no-reply@cloudvault.io>
To: dana.whitfield@larkspuroutfitters.com
Date: Wed, 21 Oct 2026 07:52 -0600
Subject: Security alert: new sign-in to your CloudVault account

Hi Dana,

Your CloudVault account was just signed in to from a new device.

  Device: Safari on macOS
  Location: Denver, CO, United States
  Time: October 21, 2026, 7:51 AM MDT

If this was you, you don't need to do anything.

If you don't recognize this activity, review your account at https://cloudvault.io/account/security and change your password.

The CloudVault Security Team
CloudVault, Inc. | 410 Harbor Blvd, Oakland, CA 94607
This is a mandatory service email about your account.

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

{
  "label": "fyi"
}

What each model answered

{"label": "fyi"}

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

{"label": "fyi"}

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

{"label": "fyi"}

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

{"label": "fyi"}

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

{"label": "fyi"}

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

{"label": "urgent_action"}

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

{"label": "fyi"}

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

{"label": "urgent_action"}

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

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