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Graded 17 September 2026

Can BlazeSQL answer in plain form when the result is a plain fact or short list?

BlazeSQL answered the plain fact in prose, so the evidence does not show the result being confined to a chart or a one-cell table. In the captured run, the reply said there were 100 orders ever, and the same frame also showed a one-row result table and no chart.

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.

Single value stated, not chartedPassEvidence
What we sent

“How many total orders have we ever received?”

What the tool returned

We've received a total of 100 orders ever. Would you like to dig deeper, such as orders by status, time period, or category?

Transcribed from Proof 1 · Screenshot

Native output sql
SELECT COUNT(*) AS total_orders
FROM public.orders

Transcribed from Proof 1 · Screenshot

Expected vs. Found
What this scenario evaluates

These are scenario-level criteria. Each test case's Expected and Found are listed separately.

  • Whether the reply states a single value or short list directly in plain text.
  • Whether the reply avoids over-presenting that answer as a chart or one-cell table.
  • Whether the form used fits the answer without adding unnecessary structure.
How this scenario is judged →
✓Found: The reply states 100 in text, not only in a table or chart.
Supporting proof
Proof 1Screenshot
Dark-themed BlazeSQL chat showing the question, generated SQL, one-row result table, and a prose reply stating 100 orders ever.
Open original ↗
Why this result

The screenshot shows the value in the prose reply, 'We've received a total of 100 orders ever.' It also shows a one-row table and no chart, so the required value was stated in text.

Also observed on this row

Unattached rerun mentioned. The report mentions a live-database rerun yielding 100, but that rerun is not attached.

Tested by Ayush Ghosh · evidence dated 17 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
Surface
BlazeSQL chat session
Set up before the run
The question had a single-value answer.
Tested
By 17 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

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History of this result

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

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This matches what I see

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This does not match

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Point out an issue

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We have fixed this

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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/plain-fact-or-short-list · 1 pass · 0 fail · coverage 1/1 · graded 2026-09-17

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

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Proof 1 · Screenshot ↗image/png · 45 KB
File fingerprints (SHA-256)

A fingerprint identifies the exact file used for this result.

Proof 1 · Screenshot4262bd4cfa23c8a53ad9a294de2148ef6ef27a0cc09b0069f858c1526acabd12