Capability in benchmark · Version 1

Question Answering

Answers a question about connected data correctly, using the company’s meaning and the values stored in the database, and says when the data cannot answer.

AI Database Agents →Read the global definition →

4 scenarios · 3 current published Results · 2 tools with published Results

How the tools performed

Explore current published Results across this capability’s scenarios. Open a scenario to compare its tools, or a Result to inspect the evidence.

Each cell reports its own published test set. There is no combined capability score or claim that different Results used identical tests.

Scenarios in this capability

Tools with published Results appear first, alphabetically. Remaining participants stay visible below.
Participating tool	The answer is available in the connected data →	The question uses a term the company defines itself →	The user's wording doesn't match how the values are stored →	The connected data cannot answer the question →
BlazeSQL	The answer is available in the connected data →No published result	The question uses a term the company defines itself → 1 Pass 1/1 assessed1/1 gradableView Result →	The user's wording doesn't match how the values are stored →No published result	The connected data cannot answer the question → 1 Pass 1/1 assessed1/1 gradableView Result →
FutureSmart Database Agent	The answer is available in the connected data →No published result	The question uses a term the company defines itself →No published result	The user's wording doesn't match how the values are stored → 1 Fail 1/1 assessed1/1 gradableView Result →	The connected data cannot answer the question →No published result
AI for Database	No published result across these scenarios
Anomaly AI	No published result across these scenarios
AskYourDatabase	No published result across these scenarios
Basedash	No published result across these scenarios
camelAI	No published result across these scenarios
Definite	No published result across these scenarios
Dot	No published result across these scenarios
Draxlr	No published result across these scenarios
Querio	No published result across these scenarios

Reading the comparison

Publication availability and test coverage describe different things.

Published evidence

Publication is not testing progress

“No published result” says only that there is no current public Result. It does not indicate whether a tool has been tested, passed, failed or is applicable.

Test coverage

Read each Result’s test set

Assessed includes Pass, Fail and Not gradable. Gradable includes Pass and Fail. Each fraction uses the pinned tests in that same published Result.

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A scenario compares tools on one situation. A tool page follows one tool across this benchmark. A Result explains the outcome and shows the evidence.

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