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Graded 9 October 2026

Does FutureSmart Database Agent answer a plain fact in plain form?

FutureSmart Database Agent answered this case in plain prose rather than only as a chart or one-cell table. It said there were 100 orders in total, and the nearby count grid repeated the same number.

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.

Single value stated, not chartedPassEvidence
What we sent

“How many total orders have we ever received?”

What the tool returned

We have received 100 orders in total.

Transcribed from Proof 1 · Screenshot

Expected vs. Found
✓Expected: The reply states the value in plain form, not only as a chart or a one-cell table.Found: It says there were 100 orders in prose, and the one-row count grid beside it shows the same number.
Supporting proof
Proof 1Screenshot
Chat screenshot: the question, prose answer, count grid, and generated SQL
Open original ↗
Why this result

It passes because the answer is written in prose, which meets the plain-form requirement, and the nearby grid repeats the same number instead of replacing the prose answer.

Also observed in this test case

Column label differs. The result grid uses COUNT as the column label.

Suggestion chips. Two follow-up suggestion chips appear below the answer.

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

The capture alone does not show an independent rerun of the database value.

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
The response had to be a single value.
Tested
8 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

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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
21 October 2026First publishedAI Database Agents v1

Act on this result

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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.

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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/futuresmart-ai-database-agent/plain-fact-or-short-list · 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 1 · Screenshot ↗image/png · 54 KB
File fingerprints (SHA-256)

A fingerprint identifies the exact file used for this result.

Proof 1 · Screenshot84aa042f50fe19f1b44a727f2233e6d42137f85fa4266baac055d976dc840248