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

triage-025

easy ticket

The prompt

user

TASK: TICKET

Ticket #48201
From: Noelle Pryor <noelle@pryorpottery.com>
Plan: Basic
Subject: Charged twice for October

Hi, I just looked at my card statement and Brightdesk charged me $19.00 twice on October 1 for my subscription. Can you please refund the duplicate charge?

Thanks,
Noelle

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": "high"
}

What each model answered

MiMo-V2.6 Distill 9B

✓ pass · score 100 · 0.66 s

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

Scoring detail

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

Ornith-1.5 9B

✓ pass · score 100 · 0.62 s

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

Scoring detail

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

Granite 4.2 8B

✓ pass · score 100 · 0.67 s

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

Scoring detail

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

Spark-X2.5 4B

✓ pass · score 100 · 0.46 s

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

Scoring detail

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

Mellum2.1 12B-A2.5B

✓ pass · score 100 · 0.30 s

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

Scoring detail

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

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

✓ pass · score 100 · 0.23 s

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

Scoring detail

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

MiniCPM5 2B

✓ pass · score 100 · 0.37 s

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

Scoring detail

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

K2-Horizon 0.9B

✗ fail · score 50 · 0.15 s

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

Scoring detail

{
  "category": {
    "got": "billing",
    "expected": "billing",
    "correct": true
  },
  "priority": {
    "got": "urgent",
    "expected": "high",
    "correct": false
  }
}

← triage-024All Sort and triage itemstriage-026 →