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

triage-041

medium ticket

The prompt

user

TASK: TICKET

Ticket #48281
From: Irene Castillo <irene@castillocleaning.com>
Plan: Basic
Subject: Typo on invoice footer

Small thing: the default footer on every invoice says "Thank you for you business!" (missing the r in "your"). Everything else works fine, just thought you should know.

Irene

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

What we expected

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

What each model answered

MiMo-V2.6 Distill 9B

✓ pass · score 100 · 0.69 s

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

Scoring detail

{
  "category": {
    "got": "bug",
    "expected": "bug",
    "correct": true
  },
  "priority": {
    "got": "low",
    "expected": "low",
    "correct": true
  }
}

Ornith-1.5 9B

✓ pass · score 100 · 0.61 s

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

Scoring detail

{
  "category": {
    "got": "bug",
    "expected": "bug",
    "correct": true
  },
  "priority": {
    "got": "low",
    "expected": "low",
    "correct": true
  }
}

Granite 4.2 8B

✓ pass · score 100 · 0.67 s

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

Scoring detail

{
  "category": {
    "got": "bug",
    "expected": "bug",
    "correct": true
  },
  "priority": {
    "got": "low",
    "expected": "low",
    "correct": true
  }
}

Spark-X2.5 4B

✓ pass · score 100 · 0.41 s

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

Scoring detail

{
  "category": {
    "got": "bug",
    "expected": "bug",
    "correct": true
  },
  "priority": {
    "got": "low",
    "expected": "low",
    "correct": true
  }
}

Mellum2.1 12B-A2.5B

✓ pass · score 100 · 0.31 s

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

Scoring detail

{
  "category": {
    "got": "bug",
    "expected": "bug",
    "correct": true
  },
  "priority": {
    "got": "low",
    "expected": "low",
    "correct": true
  }
}

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

✓ pass · score 100 · 0.25 s

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

Scoring detail

{
  "category": {
    "got": "bug",
    "expected": "bug",
    "correct": true
  },
  "priority": {
    "got": "low",
    "expected": "low",
    "correct": true
  }
}

MiniCPM5 2B

✓ pass · score 100 · 0.35 s

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

Scoring detail

{
  "category": {
    "got": "bug",
    "expected": "bug",
    "correct": true
  },
  "priority": {
    "got": "low",
    "expected": "low",
    "correct": true
  }
}

K2-Horizon 0.9B

✓ pass · score 100 · 0.14 s

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

Scoring detail

{
  "category": {
    "got": "bug",
    "expected": "bug",
    "correct": true
  },
  "priority": {
    "got": "low",
    "expected": "low",
    "correct": true
  }
}

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