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Graded 16 October 2026

Does AskYourDatabase show a trend visually instead of dumping rows?

AskYourDatabase returned monthly order counts without volunteering a visual to show the trend. Its answer used a text table and described the increase in words.

1 of 1 test case failed

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Pass rate0%0 of 1 gradable
Coverage1 of 1test case with a result
0PassNo test case passed.
1FailMissed at least one thing it was expected to do; the reason and proof are with each test case below.
0Not gradableEvery result here could be graded.
0UntestedEvery test case in this scenario has a result.
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The test case

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Monthly trend visualised unaskedFailEvidence
What we sent

“Show me our monthly order count for the last 3 months, as of September 2, 2026.”

What the tool returned

Here are the monthly order counts for the last 3 months (as of September 2, 2026): Month | Order Count June 2026 | 9 July 2026 | 23 August 2026 | 26 (Note: September shows 1 order, but that's only for the first day of the month before the September 2 cutoff.) The last three full months show a steady upward trend, from 9 orders in June to 26 in August.

Transcribed from Proof 1 · Screenshot

Every message the tool sent, in order (3)
  1. Progress

    I'll query the monthly order counts for the last 3 months as of September 2, 2026.

  2. Generated SQL · not part of the answer
    SELECT
      DATE_TRUNC('month', placed_at) AS month,
      COUNT(*) AS order_count
    FROM orders
    WHERE placed_at >= '2026-06-02' AND placed_at < '2026-09-02'
    GROUP BY DATE_TRUNC('month', placed_at)
    ORDER BY month;
  3. Answer

    The final response, printed above.

Expected vs. Found
✗Expected: Show change over time visually without being asked for a visual.Found: The reply contained a three-row text table and written trend commentary; no chart, plot or other visual showed change over time.
Supporting proof
Proof 1Screenshot
Chat screenshot: the monthly order question, returned table and written trend without a chart
Open original ↗
Why this result

The database query completed and returned monthly counts, but the full exchange contained no trend visual. This was a failure to volunteer a visual in the default chat answer, not an execution failure or a conclusion that AskYourDatabase cannot produce charts on request.

Also observed in this test case

Shifted June count. The table shows June as 9 instead of 10, and it presents June as a full month in the trend.

September note. September is missing from the table, and the note gives it 1 order instead of 2.

Tested by Ayush Ghosh · evidence dated 6 October 2026

Configuration and setup

How this tool was set up for the run and what the test needed in place. Each row is a fact from the run's records; a fact the records do not hold is left out, not guessed.

Software that produced the output
AskYourDatabase
Build or version
Not exposed by the hosted product
Surface
Web app
Set up before the run
The question asked for monthly order counts over the last 3 months as of September 2, 2026. The months needed differing order counts so a trend could be shown.
Tested
6 October 2026 · Ayush Ghosh

How this scenario is graded

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The rules
  • Pass: the tool did everything the test expected, and nothing it said contradicts the correct answer.
  • Fail: at least one expected behaviour clearly didn't happen; the test case's result says which one and quotes the tool.
  • Not gradable: our evidence couldn't settle the outcome (for example a record we needed is missing). It is never counted as a fail, and the test case's result says what's missing.

Where this sits in the benchmark

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History of this result

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from the publication record
12 November 2026First publishedAI Database Agents v1

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Cite this result
aidemos.com/benchmarks/ai-database-agents/results/askyourdatabase/trend-or-comparison-form · 0 pass · 1 fail · coverage 1/1 · graded 2026-10-16

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Verify the proof files

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Proof 1 · Screenshot ↗image/png · 62 KB
File fingerprints (SHA-256)

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Proof 1 · Screenshot935e5683c1194a5f77f61a5b9f3e4d50cca94c86723f9633dc4564213836f98d