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

triage-035

medium ticket

The prompt

user

TASK: TICKET

Ticket #48254
From: Sofia Marchetti <sofia@marchettidesign.it>
Plan: Pro
Subject: Receipt with VAT number for September

Hello, I added our VAT number (IT 04417730281) under Settings > Tax details last week, but my September subscription receipt was issued before that and doesn't show it. Could you re-send the September receipt with the VAT number on it? Our accountant needs it for the quarterly filing. The amount was correct, I just need the document.

Grazie,
Sofia

Reply with only a JSON object: {"category": "<billing|bug|account_access|feature_request|cancellation>", "priority": "<low|medium|high|urgent>"}

What we expected

{
  "category": "billing",
  "priority": "medium"
}

What each model answered

MiMo-V2.6 Distill 9B

✓ pass · score 100 · 0.80 s

{"category": "billing", "priority": "medium"}

Scoring detail

{
  "category": {
    "got": "billing",
    "expected": "billing",
    "correct": true
  },
  "priority": {
    "got": "medium",
    "expected": "medium",
    "correct": true
  }
}

Ornith-1.5 9B

✓ pass · score 100 · 0.72 s

{"category": "billing", "priority": "medium"}

Scoring detail

{
  "category": {
    "got": "billing",
    "expected": "billing",
    "correct": true
  },
  "priority": {
    "got": "medium",
    "expected": "medium",
    "correct": true
  }
}

Granite 4.2 8B

✓ pass · score 100 · 0.82 s

{"category": "billing", "priority": "medium"}

Scoring detail

{
  "category": {
    "got": "billing",
    "expected": "billing",
    "correct": true
  },
  "priority": {
    "got": "medium",
    "expected": "medium",
    "correct": true
  }
}

Spark-X2.5 4B

✓ pass · score 100 · 0.52 s

{"category": "billing", "priority": "medium"}

Scoring detail

{
  "category": {
    "got": "billing",
    "expected": "billing",
    "correct": true
  },
  "priority": {
    "got": "medium",
    "expected": "medium",
    "correct": true
  }
}

Mellum2.1 12B-A2.5B

✓ pass · score 100 · 0.33 s

{"category": "billing", "priority": "medium"}

Scoring detail

{
  "category": {
    "got": "billing",
    "expected": "billing",
    "correct": true
  },
  "priority": {
    "got": "medium",
    "expected": "medium",
    "correct": true
  }
}

Ling-3.0-tiny (7.9B-A1.3B)

✓ pass · score 100 · 0.25 s

{"category": "billing", "priority": "medium"}

Scoring detail

{
  "category": {
    "got": "billing",
    "expected": "billing",
    "correct": true
  },
  "priority": {
    "got": "medium",
    "expected": "medium",
    "correct": true
  }
}

MiniCPM5 2B

✓ pass · score 100 · 0.38 s

{"category": "billing", "priority": "medium"}

Scoring detail

{
  "category": {
    "got": "billing",
    "expected": "billing",
    "correct": true
  },
  "priority": {
    "got": "medium",
    "expected": "medium",
    "correct": true
  }
}

K2-Horizon 0.9B

✗ fail · score 50 · 0.17 s

{"category": "billing", "priority": "low"}

Scoring detail

{
  "category": {
    "got": "billing",
    "expected": "billing",
    "correct": true
  },
  "priority": {
    "got": "low",
    "expected": "medium",
    "correct": false
  }
}

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