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Graded 16 October 2026

Does FutureSmart Database Agent give a summary and detail together?

FutureSmart Database Agent passes this scenario. It gave the August total (USD 20,253.47) and broke it down by all seven product categories in a paged table and a bar chart.

1 of 1 test case passed

Every test case in this scenario has a result.

Pass rate100%1 of 1 gradable
Coverage1 of 1test case with a result
1PassDid everything it was expected to do.
0FailNo test case failed.
0Not gradableEvery result here could be graded.
0UntestedEvery test case in this scenario has a result.
The pass rate is a summary. The evidence is the test case below: what we sent, what we checked, what the tool returned, and the proof.

The test case

Each test case is judged on its own: Pass, Fail, Not gradable, or Untested. The scenario result above is based on this test case.

Headline figure plus its breakdownPassEvidence
What we sent

“As of September 2, 2026, how did our revenue do last month, and what drove it?”

What the tool returned

Revenue Overview for August 2026 (last month) Total net revenue (excluding refunds): USD 20,253.47 All revenue is reported in USD as the orders table only returned that currency for the period. What drove the revenue? The revenue is concentrated in a few product categories. The top three categories together account for about 65% of the month's revenue. Key insight: The outdoor & patio segment is the single biggest revenue driver, contributing roughly 28% of total August revenue, followed by storage & organization and lighting. Together, these three categories generate the majority of sales, indicating strong customer interest in outdoor living and home organization products during the month. If you need a deeper dive--such as trends over multiple months, average order values, or performance by sub-category--just let me know!

Transcribed from Proof 1 · Screenshot

Every message the tool sent, in order (2)
  1. Final response

    Revenue Overview for August 2026 (last month) Total net revenue (excluding refunds): USD 20,253.47 All revenue is reported in USD as the orders table only returned that currency for the period. What drove the revenue? The revenue is concentrated in a few product categories. The top three categories together account for about 65% of the month's revenue. Key insight: The outdoor & patio segment is the single biggest revenue driver, contributing roughly 28% of total August revenue, followed by storage & organization and lighting. Together, these three categories generate the majority of sales, indicating strong customer interest in outdoor living and home organization products during the month. If you need a deeper dive--such as trends over multiple months, average order values, or performance by sub-category--just let me know!

  2. Generated query · not part of the answer
    SELECT o.category, o.currency, SUM(o.total_amount) AS revenue FROM orders o WHERE o.placed_at >= '2026-08-01 00:00:00+00' AND o.placed_at < '2026-09-01 00:00:00+00' AND o.refunded_at IS NULL GROUP BY o.category, o.currency ORDER BY revenue DESC
Expected vs. Found
✓Expected: Gives the overall figure and the breakdown, each in the right form.Found: It stated the total revenue and added seven-category detail in a table and bar chart, with a named top driver.
Supporting proof
Proof 1Screenshot
Answer panel with total revenue and first table rows
Open original ↗
Proof 2Screenshot
Chart view with all seven categories and total bar
Open original ↗
Why this result

The request needed one answer to pair the total with its breakdown. It did: the answer stated the August revenue total, then gave category detail in both table and chart, with the chart showing all seven categories and the table paging through them.

Also observed in this test case

Refunds excluded. The answer defines revenue as excluding refunds.

Paged breakdown. The table is paged, and the chart shows the remaining categories.

Tested by Ayush Ghosh · evidence dated 8 September 2026
Limitations of this result

The chart labels round most categories to one decimal in thousands, so exact values come from the table.

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
FutureSmart Database Agent
Build or version
Not exposed by the hosted product
Surface
Web app
Set up before the run
A single month's revenue needed to be split across seven product categories, with one clear leader.
Tested
8 September 2026 · Ayush Ghosh

How this scenario is graded

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How results are decided

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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
21 October 2026First publishedAI Database Agents v1

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Cite this result
aidemos.com/benchmarks/ai-database-agents/results/futuresmart-ai-database-agent/the-answer-needs-a-summary-and-its-detail-together · 1 pass · 0 fail · coverage 1/1 · graded 2026-10-16

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Verify the proof files

These files support this result. Open a file to inspect the original evidence.

Proof 1 · Screenshot ↗image/png · 86 KB
Proof 2 · Screenshot ↗image/png · 26 KB
File fingerprints (SHA-256)

A fingerprint identifies the exact file used for this result.

Proof 1 · Screenshot2a497fffe29b367ca4e71a1534cbd940cd21e690f77a591052a09525eaf911d1
Proof 2 · Screenshot3fb0285225c8dfc50270bd8e599518d0b91992febd3269fddc81a29395082edf