AI Demos Research — the structured-intelligence platform. Every verdict on these pages opens to the execution behind it.
Graded 10 October 2026

Does BlazeSQL handle a customer's synonym for stored values?

BlazeSQL handled the synonym and returned the matching orders. It showed two orders with the gift card payment method, and the written reply named the same two orders.

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.

Category asked by the user's synonymPassEvidence
What we sent

“Show me all orders paid with a gift voucher.”

What the tool returned

There are just 2 orders paid with a gift card in the database: ORD-2026-0058 — Ana Lucia Ferreira | $307.71 | Delivered. ORD-2026-0007 — Ingrid Sorensen | $676.35 | Cancelled. Would you like me to dig deeper into either of these orders or anything else?

Transcribed from Proof 1 · Screenshot

Expected vs. Found
✓Expected: Return the matching records; an empty result shown as the answer is the failure.Found: It returned two matching orders, and both rows showed the gift card payment method.
Supporting proof
Proof 1Screenshot
Chat screenshot: generated query, two orders, and reply
Open original ↗
Proof 2Screenshot
Screen capture: right-scrolled grid and reply bullets
Open original ↗
Proof 3Screenshot
Screen capture: right-scrolled grid with payment method visible
Open original ↗
Why this result

It is a Pass because the request used a synonym and the product returned the matching orders with gift card shown on both rows and in the reply.

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
Build or version
1.8.93
Plan or tier
Blaze Team Advanced
Surface
Web app
Set up before the run
A stored categorical value matched a common synonym of the user's wording, and no synonym mapping was available in the environment.
Tested
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 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

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

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
6 November 2026First publishedAI Database Agents v1

Act on this result

Nothing filed here edits the run or the grade. A challenge opens a review, and a review can produce a new run or a re-grade — which becomes the current result and leaves this one in the history.

This matches what I see

You run the same kind of test against your own setup and get the same behaviour.

Agree →
This does not match

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

Disagree →
Point out an issue

Something here is wrong — a reference value, a transcription, a grade.

Report an issue →
Request a retest

On a newer build, a larger dataset, or your own setup.

Request a retest →
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-users-wording-doesnt-match-how-the-values-are-stored · 1 pass · 0 fail · coverage 1/1 · graded 2026-10-10

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 · 111 KB
Proof 2 · Screenshot ↗image/png · 98 KB
Proof 3 · Screenshot ↗image/png · 81 KB
File fingerprints (SHA-256)

A fingerprint identifies the exact file used for this result.

Proof 1 · Screenshot7404daf5091d728a6ba44db01ee0f18080151a361972f3223d1e249594644d3a
Proof 2 · Screenshot5fc7a769b24495ec8082c50c7a7787e47c8fdb10932fee5aaaa355e382afbc54
Proof 3 · Screenshot15cb8c30c4563428aa20493bbd029d9cd5ababc402155bc965e8c3a4f610b3e8