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Benchmarks / Which Small AI Model Should You Run on a Mac? We Ran 312 Tests / Ask my documents

rag-002

hard answerablesingle_doc

The prompt

Document excerpts provided from: hoa_rules, lease, sitter_notes, travel_itinerary

Including the pet rent for Biscuit and Juniper, how much do we pay the landlord each month?
What we expected
{
  "answerable": true,
  "answer": "$2,215 a month: $2,145 rent plus $35 pet rent for each of the 2 pets ($70).",
  "key_facts": [
    [
      "2,215",
      "2215"
    ]
  ],
  "citations": [
    "lease"
  ],
  "contra": [],
  "evidence": [
    "$2,145.00",
    "$35.00 per pet per month"
  ],
  "gold_in_context": true
}

What each model answered

MiMo-V2.6 Distill 9B

✗ fail · score 30 · 4.66 s

$2,585.00 per month [doc:lease]. That is $2,145.00 rent plus $35.00 pet rent for Biscuit and $35.00 pet rent for Juniper.
Scoring detail
{
  "answerable": true,
  "refusal": false,
  "facts_matched": [
    false
  ],
  "contra_hit": [],
  "coverage": 0,
  "cited": [
    "lease"
  ],
  "citation_recall": 1,
  "extra_citations": [],
  "citation_score": 1
}

Ornith-1.5 9B

✓ pass · score 100 · 4.70 s

Based on the documents, the monthly rent is **$2,145.00** [doc:lease], and the pet rent is **$35.00 per pet per month** [doc:lease]. Including pet rent for both Biscuit and Juniper, you pay the landlord **$2,145.00 + $70.00 = $2,215.00** each month.
Scoring detail
{
  "answerable": true,
  "refusal": false,
  "facts_matched": [
    true
  ],
  "contra_hit": [],
  "coverage": 1,
  "cited": [
    "lease"
  ],
  "citation_recall": 1,
  "extra_citations": [],
  "citation_score": 1
}

Granite 4.2 8B

✗ fail · score 30 · 4.83 s

Including the pet rent for Biscuit and Juniper, we pay the landlord $2,145.00 in rent plus $70.00 in pet rent each month ($35.00 per pet × 2 pets) [doc:lease] [doc:lease]. The pet rent is due with rent as stated in the lease [doc:lease] and the pet rent amount is specified in the lease [doc:lease].
Scoring detail
{
  "answerable": true,
  "refusal": false,
  "facts_matched": [
    false
  ],
  "contra_hit": [],
  "coverage": 0,
  "cited": [
    "lease"
  ],
  "citation_recall": 1,
  "extra_citations": [],
  "citation_score": 1
}

Spark-X2.5 4B

✗ fail · score 30 · 2.05 s

[doc:lease]
Scoring detail
{
  "answerable": true,
  "refusal": false,
  "facts_matched": [
    false
  ],
  "contra_hit": [],
  "coverage": 0,
  "cited": [
    "lease"
  ],
  "citation_recall": 1,
  "extra_citations": [],
  "citation_score": 1
}

Mellum2.1 12B-A2.5B

✓ pass · score 100 · 5.89 s

[doc:lease]Monthly rent is **$2,145.00**... [doc:lease]Tenant will also pay **pet rent of $35.00 per pet per month**... Total monthly payment including pet rent for Biscuit and Juniper is **$2,215.00**.
Scoring detail
{
  "answerable": true,
  "refusal": false,
  "facts_matched": [
    true
  ],
  "contra_hit": [],
  "coverage": 1,
  "cited": [
    "lease"
  ],
  "citation_recall": 1,
  "extra_citations": [],
  "citation_score": 1
}

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

✗ fail · score 30 · 1.45 s

The monthly pet rent for Biscuit and Juniper is $70.00. [doc:lease] states the pet rent is $35.00 per pet per month, and [doc:lease] confirms Biscuit and Juniper are the approved pets. The total monthly pet rent is $35.00 × 2 = $70.00.
Scoring detail
{
  "answerable": true,
  "refusal": false,
  "facts_matched": [
    false
  ],
  "contra_hit": [],
  "coverage": 0,
  "cited": [
    "lease"
  ],
  "citation_recall": 1,
  "extra_citations": [],
  "citation_score": 1
}

MiniCPM5 2B

✗ fail · score 26 · 1.44 s

Monthly rent is $2,145.00, and there is a pet rent of $35.00 per pet per month for Biscuit and Juniper. The total monthly payment would be the rent plus the pet rent for the two pets. [doc:lease] [doc:sitter_notes]
Scoring detail
{
  "answerable": true,
  "refusal": false,
  "facts_matched": [
    false
  ],
  "contra_hit": [],
  "coverage": 0,
  "cited": [
    "lease",
    "sitter_notes"
  ],
  "citation_recall": 1,
  "extra_citations": [
    "sitter_notes"
  ],
  "citation_score": 0.85
}

K2-Horizon 0.9B

✗ fail · score 0 · 0.47 s

I can't find that in your documents.
Scoring detail
{
  "answerable": true,
  "refusal": true,
  "facts_matched": [
    false
  ],
  "contra_hit": [],
  "coverage": 0,
  "cited": [],
  "citation_recall": 0,
  "extra_citations": [],
  "citation_score": 0
}

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