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Graded 9 October 2026

Can BlazeSQL keep an answer it just gave a user?

BlazeSQL saves an answer and its query, then reopens the saved item with the same three rows under the saved name. The saved item appears in a separate Saved area, and the reopened table matches the earlier chat answer.

1 of 1 test case passed

Every test case in this scenario has a result.

Pass rate100%1 of 1 with a result
Coverage1 of 1test cases 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 counts this row.

Saved answer reopened in a new sessionPassEvidence
What we sent

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

What the tool returned
Text11 lines
Monthly Order Count Last 3 Months
month        order_count
01/06/2026   16
01/07/2026   26
01/08/2026   47

There's a clear upward trend over the last 3 months! 📈
• June: 16 orders
• July: 26 orders
• August: 47 orders
Order volume nearly tripled from June to August. Would you like to visualize this or dig deeper into any specific month?

Copied from Proof 1 · Output file (text), lines 26–39

Open the text file ↗
Proof 1Output file (text)
Text file transcribing the question, generated query, and three-row answer.

Its contents are printed above, under What the tool returned.

Open the text file ↗
Expected vs. Found
✓Expected: Reopening should show the same answer and make it clear it is the same saved question.Found: The saved item reopened as 'Scenario 54 table' and showed the same three rows; the saved name identifies it.
Supporting proof
Proof 2Screenshot
Chat showing the question, generated SQL, three-row result table, and closing summary, with Save on the SQL panel menu.
Open original ↗
Proof 3Screenshot
Result table with its menu open, showing Save beside dashboard, sharing, and export actions.
Open original ↗
Proof 4Screenshot
Saved section listing the two saved query items.
Open original ↗
Proof 5Screenshot
Saved section with 'Scenario 54 table' reopened and its three-row result shown below.
Open original ↗
Why this result

The answer and query were saved, reopened from Saved under the chosen name, and the reopened table showed the same three rows as the chat answer.

Also observed on this row

Save scope. Saving keeps the answer and its query, not the full conversation.

Tested by Ayush Ghosh · evidence dated 22 September 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
BlazeSQL
Build or version
1.8.93
Surface
Web app
Set up before the run
The product needed to be able to save an answer. The saved answer was then reopened in a new session.
Connected database
Customer support DB
Tested
22 September 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 row says which 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 row says what's missing.

Where this sits in the benchmark

This page is one cell of a larger study: one tool, one scenario. Only this benchmark's frame appears here.

LevelNameScope
BenchmarkAI Database Agents →28 scenarios · 11 tools
CapabilityReporting →
ScenarioThe user wants to keep an answer they just got →
ToolBlazeSQL →

History of this result

What has happened to this result since it was first published. Runs and grades are never overwritten: a retest or a re-grade publishes a new result and keeps the earlier one readable.

from the publication record
9 October 2026First publishedAI Database Agents v1

Act on this result

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This matches what I see

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This does not match

Yours behaves differently. Tell us what you got, with a screenshot if you have one.

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Point out an issue

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Request a retest

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We have fixed this

Tell us what changed and we schedule a rerun of the failing test case. The old result stays as history.

Vendor notice →
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/blazesql/the-user-wants-to-keep-an-answer-they-just-got · 1 pass · 0 fail · coverage 1/1 · graded 2026-10-09

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 2 · Screenshot ↗image/png · 92 KB
Proof 3 · Screenshot ↗image/png · 99 KB
Proof 4 · Screenshot ↗image/png · 25 KB
Proof 5 · Screenshot ↗image/png · 82 KB
Proof 1 · Output file (text) ↗text/plain; charset=utf-8 · 2 KB
File fingerprints (SHA-256)

A fingerprint identifies the exact file used for this result.

Proof 2 · Screenshotbf62e3d563a9680c2cac20c8a3db69cd4c8c0602d250406a541cc9932d05bdf4
Proof 3 · Screenshota3158228ffdd1bf3190c6fddfcb9b749d324bb05282142f3c8ba2e6153789c70
Proof 4 · Screenshota1d7d5a780aea903b151b7d4e9c1824686332bc9bbf37e343e8d511bfc59228e
Proof 5 · Screenshot152c7f916909798de6c6eefa6069ee13e97d872be624a86bf6bb001a22f679eb
Proof 1 · Output file (text)fe061b541ec2c51d4b1a77b3f00d2de5112e9387d31798775c824e106fc7a166