Capability in benchmark · Version 1

Analytics & Observability

Lets the buyer inspect what people asked and what happened, and checks that reported numbers match reality.

AI Database Agents →Read the global definition →

4 scenarios · 7 current published Results · 3 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	Reported analytics match what actually happened →	Someone needs to see what people have been asking →	A user reports a bad answer and the operator has to find it →	The operator needs to find the questions the agent is failing on →
AskYourDatabase	Reported analytics match what actually happened → 1 Pass 1/1 assessed1/1 gradableView Result →	Someone needs to see what people have been asking →No published result	A user reports a bad answer and the operator has to find it →No published result	The operator needs to find the questions the agent is failing on →No published result
BlazeSQL	Reported analytics match what actually happened → 1 Fail 1/1 assessed1/1 gradableView Result →	Someone needs to see what people have been asking →No published result	A user reports a bad answer and the operator has to find it →No published result	The operator needs to find the questions the agent is failing on → 1 Fail 1/1 assessed1/1 gradableView Result →
FutureSmart Database Agent	Reported analytics match what actually happened → 1 Pass 1/1 assessed1/1 gradableView Result →	Someone needs to see what people have been asking → 1 Pass 1/1 assessed1/1 gradableView Result →	A user reports a bad answer and the operator has to find it → 1 Pass 1/1 assessed1/1 gradableView Result →	The operator needs to find the questions the agent is failing on → 1 Fail 1/1 assessed1/1 gradableView Result →
AI for Database	No published result across these scenarios
Anomaly AI	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.

Go deeper

Choose the view you need

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.

Benchmark methodology & resources →