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Graded 10 October 2026

Can BlazeSQL combine several findings into one report?

BlazeSQL passed this one-report task. The combined table kept the earlier revenue, category, and cancellation answers intact, with the same values and bases, and brought all five metrics into one report.

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.

Three findings assembled into one artifactPassEvidence
What we sent

Input 1: “As of September 2, 2026, what was our total revenue last month?”

Input 2: “What's our best-selling product category?”

Input 3: “What's our current cancellation rate?”

Input 4: “Put all of that together into one report.”

What the tool returned

The tool's reply is shown in the evidence under Proofs.

Response 1 replies to Input 1.

Response 2 replies to Input 2.

Response 3 replies to Input 3.

Response 4 replies to Input 4.

Response to input 1 August 2026 total revenue came in at $23,414.43 across 37 orders. Response to input 2 Outdoor & Patio leads with the most units sold, followed by Bedding & Rugs and Storage & Organization. Response to input 3 Here's a fuller picture of cancellation rates: Order cancellation rate (all-time): 21.97% | Order cancellation rate (last 30 days): 21.02% - fairly consistent with the all-time rate | Subscription cancellation rate: 14.29% - though the subscription sample size is very small (only 7), so treat this with caution Response to input 4 There's your consolidated summary report! All 5 metrics are combined into a single clean table.

Transcribed from Proof 1 · Screenshot

Transcribed from Proof 2 · Screenshot

Transcribed from Proof 3 · Screenshot

Transcribed from Proof 4 · Screenshot

Expected vs. Found
✓Expected: A single report that keeps each answer aligned with the question it came from.Found: The report combined all five metrics, and each one matched the earlier value and basis.
Supporting proof
Proof 1Screenshot
Chat capture: August revenue answer and query logic
Open original ↗
Proof 2Screenshot
Chat capture: category ranking with units sold selected
Open original ↗
Proof 3Screenshot
Chat capture: three cancellation rates and the caution note
Open original ↗
Proof 4Screenshot
Chat capture: five-metric report combined in one table
Open original ↗
Why this result

It is a pass because the combined report still matched the separate answers: revenue, category, and the three cancellation rates kept their earlier values, labels, and stated basis when brought into one table.

Also observed in this test case

Date window added. The combined table kept the same cancellation rate and added a date window beside the last-30-days measure.

Three rates shown. The product expanded the cancellation answer into three labeled rates and marked the subscription sample as small.

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 measures were related but distinct, and each had its own reference answer.
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 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.

LevelNameScope
BenchmarkAI Database Agents →28 scenarios · 11 tools
CapabilityReporting →
ScenarioThe user wants several findings in one place →
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
14 October 2026First publishedAI Database Agents v1

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This matches what I see

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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/the-user-wants-several-findings-in-one-place · 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 · 39 KB
Proof 2 · Screenshot ↗image/png · 57 KB
Proof 3 · Screenshot ↗image/png · 584 KB
Proof 4 · Screenshot ↗image/png · 69 KB
File fingerprints (SHA-256)

A fingerprint identifies the exact file used for this result.

Proof 1 · Screenshot79b89478c4ad44bab8d30879f3d1f8f32911fe468fa53513b26b5521bee9146d
Proof 2 · Screenshotf60e50363e5467c92a2db61d0f6469ec62f84ee5f47bacbccbfb7d1f84af96da
Proof 3 · Screenshotb6e84460e8c93e85e8e142c6bc6f6b1ef580bbe2963bfad71a0c771c9dfa36bf
Proof 4 · Screenshotbbac49318af8e717b2debb6724fac35577fe40226e06c06a6522dd5454019658