Unified Memory

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

rag-014

easy answerablesingle_doc

The prompt

Document excerpts provided from: home_maintenance_log, manual_thermostat, manual_washer

What does error code E21 on our washer mean?
What we expected
{
  "answerable": true,
  "answer": "Drain fault: the water didn't drain within 8 minutes. Check the drain hose for kinks and clean the drain pump filter.",
  "key_facts": [
    [
      "drain"
    ],
    [
      "filter",
      "hose"
    ]
  ],
  "citations": [
    "manual_washer"
  ],
  "contra": [],
  "evidence": [
    "E21 — Drain fault"
  ],
  "gold_in_context": true,
  "citations_ok": [
    "home_maintenance_log"
  ]
}

What each model answered

MiMo-V2.6 Distill 9B

✓ pass · score 100 · 3.97 s

E21 is a drain fault: water did not drain within 8 minutes. Check that the drain hose is not kinked or pushed too far into the standpipe, and clean the drain pump filter [doc:manual_washer].
Scoring detail
{
  "answerable": true,
  "refusal": false,
  "facts_matched": [
    true,
    true
  ],
  "contra_hit": [],
  "coverage": 1,
  "cited": [
    "manual_washer"
  ],
  "citation_recall": 1,
  "extra_citations": [],
  "citation_score": 1
}

Ornith-1.5 9B

✓ pass · score 100 · 3.23 s

Error code E21 is a drain fault: water did not drain within 8 minutes. Check that the drain hose is not kinked or pushed too far into the standpipe, and clean the drain pump filter. [doc:manual_washer]
Scoring detail
{
  "answerable": true,
  "refusal": false,
  "facts_matched": [
    true,
    true
  ],
  "contra_hit": [],
  "coverage": 1,
  "cited": [
    "manual_washer"
  ],
  "citation_recall": 1,
  "extra_citations": [],
  "citation_score": 1
}

Granite 4.2 8B

✓ pass · score 100 · 5.48 s

[doc:manual_washer] states that E21 is a drain fault: "Water did not drain within 8 minutes. Check that the drain hose is not kinked or pushed too far into the standpipe, and clean the drain pump filter (Section 7)." [doc:manual_washer] also notes in Section 8 that cleaning the drain pump filter every 3 months and when E21 appears is recommended. [doc:home_maintenance_log] confirms that when E21 appeared, cleaning the drain filter fixed the issue.
Scoring detail
{
  "answerable": true,
  "refusal": false,
  "facts_matched": [
    true,
    true
  ],
  "contra_hit": [],
  "coverage": 1,
  "cited": [
    "manual_washer",
    "home_maintenance_log"
  ],
  "citation_recall": 1,
  "extra_citations": [],
  "citation_score": 1
}

Spark-X2.5 4B

✓ pass · score 100 · 2.57 s

Error code E21 on the washer means a **drain fault**, where water did not drain within 8 minutes [doc:manual_washer]. The manual advises checking that the drain hose is not kinked or pushed too far into the standpipe, and cleaning the drain pump filter [doc:manual_washer].
Scoring detail
{
  "answerable": true,
  "refusal": false,
  "facts_matched": [
    true,
    true
  ],
  "contra_hit": [],
  "coverage": 1,
  "cited": [
    "manual_washer"
  ],
  "citation_recall": 1,
  "extra_citations": [],
  "citation_score": 1
}

Mellum2.1 12B-A2.5B

✓ pass · score 100 · 1.89 s

[doc:manual_washer] [doc:manual_washer] [doc:home_maintenance_log] [doc:home_maintenance_log] E21 — Drain fault. Water did not drain within 8 minutes. Check that the drain hose is not kinked or pushed too far into the standpipe, and clean the drain pump filter (Section 7).
Scoring detail
{
  "answerable": true,
  "refusal": false,
  "facts_matched": [
    true,
    true
  ],
  "contra_hit": [],
  "coverage": 1,
  "cited": [
    "manual_washer",
    "home_maintenance_log"
  ],
  "citation_recall": 1,
  "extra_citations": [],
  "citation_score": 1
}

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

✗ fail · score 65 · 0.80 s

E21 means a drain fault, where water did not drain within 8 minutes. [doc:manual_washer]
Scoring detail
{
  "answerable": true,
  "refusal": false,
  "facts_matched": [
    true,
    false
  ],
  "contra_hit": [],
  "coverage": 0.5,
  "cited": [
    "manual_washer"
  ],
  "citation_recall": 1,
  "extra_citations": [],
  "citation_score": 1
}

MiniCPM5 2B

✓ pass · score 100 · 1.44 s

Error code E21 means the drain pump filter needs cleaning because water did not drain within 8 minutes [doc:manual_washer]. The manual says to check that the drain hose is not kinked and to clean the filter [doc:manual_washer]. Your maintenance log shows you fixed this by draining water and finding a hair tie and two quarters [doc:home_maintenance_log].
Scoring detail
{
  "answerable": true,
  "refusal": false,
  "facts_matched": [
    true,
    true
  ],
  "contra_hit": [],
  "coverage": 1,
  "cited": [
    "manual_washer",
    "home_maintenance_log"
  ],
  "citation_recall": 1,
  "extra_citations": [],
  "citation_score": 1
}

K2-Horizon 0.9B

✓ pass · score 100 · 0.57 s

Error code E21 on the washer means the drain pump filter needs cleaning, as stated in the manual: [doc:manual_washer]
Scoring detail
{
  "answerable": true,
  "refusal": false,
  "facts_matched": [
    true,
    true
  ],
  "contra_hit": [],
  "coverage": 1,
  "cited": [
    "manual_washer"
  ],
  "citation_recall": 1,
  "extra_citations": [],
  "citation_score": 1
}

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