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Graded 17 October 2026

Can AskYourDatabase keep an answer for a user to reopen later?

No save control was found in AskYourDatabase for keeping the answer and reopening it in a new session. Its bot settings, data source, billing, API key and settings pages offered no save control, and creating a dashboard page returned an error.

1 of 1 test case failed

Every test case in this scenario has a result.

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.
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.

Saved answer reopened in a new sessionFailEvidence
What we sent

The bot's documentation had been set to exclude cancelled orders from revenue and order-count calculations unless instructed otherwise.

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

What the tool returned

Here are your monthly order counts for the last 3 months (June–August 2026), excluding cancelled orders: Month | Order Count June 2026 | 8 July 2026 | 13 August 2026 | 22 Total across the three months: 43 orders.

Transcribed from Proof 1 · Screenshot

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

    I'll query the monthly order counts for the last 3 months (June, July, August 2026), excluding cancelled orders as per your documentation.

  2. Generated SQL · not part of the answer
    SELECT
      DATE_TRUNC('month', placed_at) AS month,
      COUNT(*) AS order_count
    FROM orders
    WHERE status <> 'cancelled'
      AND placed_at >= '2026-06-01'
      AND placed_at < '2026-09-01'
    GROUP BY DATE_TRUNC('month', placed_at)
    ORDER BY month
  3. Monthly order counts

    The final response, printed above.

Expected vs. Found
✗Expected: Reopening must reproduce the same answer and make the original question identifiable.Found: Only copy and print were available beneath the answer; printing created a PDF outside the product, leaving nothing saved within it to reopen.
Supporting proof
Proof 1Screenshot
Chat screenshot: the monthly order-count question and answer
Open original ↗
Proof 2Screen recording
Screen recording: copy and print actions, no save controls, and incomplete dashboard creation
Key moments
Open original ↗
Why this result

The initial answer was correct; keeping it failed because no save action was available. The save and reopen steps returned no response. The dashboard error text is illegible in the recording. The result applies to the account used.

Also observed in this test case

Cancelled orders excluded. The monthly order-count answer excluded cancelled orders and explicitly said this followed the bot’s standing instructions.

Tested by Ayush Ghosh · evidence dated 7 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
Model
Claude-Sonnet-5
Surface
Web app
Set up before the run
The monthly order-count answer had to be saved with the product’s own mechanism and reopened in a new session.
Thinking mode
off
Database type
PostgreSQL
Tested
7 October 2026 · Ayush Ghosh

How this scenario is graded

How we decide Pass, Fail and Not gradable. The same rules apply to every tool tested on this scenario.

How results are decided

Each test case gets one result per tool: Pass, Fail or Not gradable. A test case we haven't run yet shows Untested. There are no partial results.

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
10 November 2026First publishedAI Database Agents v1

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This matches what I see

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Filed against this evidenceNothing yet. Challenges, counter-evidence and fix notices appear here with their outcome, and stay on the page after they are resolved.
Cite this result
aidemos.com/benchmarks/ai-database-agents/results/askyourdatabase/the-user-wants-to-keep-an-answer-they-just-got · 0 pass · 1 fail · coverage 1/1 · graded 2026-10-17

The same record is available as structured data through the AI Demos MCP server, with the counts, the coverage and every per-test-case reason carried as fields.

Verify the proof files

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

Proof 1 · Screenshot ↗image/png · 155 KB
File fingerprints (SHA-256)

A fingerprint identifies the exact file used for this result.

Proof 1 · Screenshot7dfa9e19bc95ddc6bd83f3b4c6f09e8845090e9742bbc2fe8e59afa4242eb793
Proof 2 · Screen recording6bbdaee4e241a25923dbfc08d79e82c4f5a5d0f869908c1db51f4eab469a77ce