Evaluation & correctness · Reliability and controls

Which BI tools let you test whether the AI's answers are right?

5 of 15 tools do, according to their public docs, and 3 partly.

Yes: Databricks, Snowflake, Omni, Hex, BigQuery. Partly: Tableau, Power BI, Metabase.

The question we asked: Can you test whether the built-in assistant's answers are right, a saved set of cases, a rubric, or a judge?

Prompt your agent about thisClaudeChatGPT
Grading standard

A saved set of questions with expected answers, a rubric, a model judging the output, or a run you can repeat after a change, applied to the built-in assistant's answers. A thumbs-up button collects opinions and does not count.

Databricks

Yes
Quoted from Databricks’s docsBenchmarks allow you to create a set of test questions that you can run to assess Genie's overall response accuracy.
Source: docs.databricks.com/aws/en/genie-agents/monitor · checked Oct 26, 2026 · quoted by Claude
Claude yes · GPT yes · Gemini yes

Snowflake

Yes
Quoted from Snowflake’s docsCortex Agent evaluations allow you to test, baseline, and hill climb on your agent’s behavior and performance, so that you know when your agent is ready to roll out to your users.
Source: docs.snowflake.com/en/user-guide/snowflake-cortex/cortex-agents-evaluations · checked Oct 26, 2026 · quoted by Claude
Claude yes · GPT yes · Gemini yes

Omni

Yes
Quoted from Omni’s docsYou define a prompt set (a reusable collection of questions scoped to a single Omni model), then execute an eval run that scores each AI response with a built-in accuracy judge.
Source: docs.omni.co/ai/evals · checked Oct 26, 2026 · quoted by Claude
Claude yes · GPT yes · Gemini yes

Hex

Yes
Quoted from Hex’s docsEvals let you programmatically run threads with the Hex agent and grade each response against rubrics you define.
Source: learn.hex.tech/docs/agent-management/evals · checked Oct 26, 2026 · quoted by Claude
Claude yes · GPT yes · Gemini yes

Sigma

No
Quoted from Sigma’s docsYou can run your agent evaluations in the Sigma UI using input tables to define and record the evaluations.
Source: help.sigmacomputing.com/docs/build-agent-evaluation-suite · checked Oct 26, 2026 · quoted by Claude
Claude no · GPT no · Gemini yes

BigQuery

Yes
Quoted from BigQuery’s docsEvalBench acts as an automated unit-testing suite, letting you set up multi-turn scenarios, add LLM-backed and deterministic scorers, and manage the lifecycle of your Dataform pipelines.
Claude partly · GPT yes · Gemini yes

Looker

Not found
Nothing in the docs settles this.
Claude nothing found · GPT nothing found · Gemini nothing found

Tableau

Partlypreview
Quoted from Tableau’s docsQ&A Calibration (Beta): You can access this tool in the Tableau Next menu to test questions in Concierge, and then verify and calibrate results.
Claude partly (preview) · GPT partly (preview) · Gemini yes (preview)

Power BI

Partly
Quoted from Power BI’s docsFor each question, define the expected measure, grouping, date basis, filters, and validated result.
Source: learn.microsoft.com/en-us/power-bi/create-reports/copilot-evaluate-data · checked Oct 26, 2026 · quoted by Claude
Claude partly · GPT partly · Gemini partly

Metabase

Partly
Quoted from Metabase’s docsYou can also run individual prompts to test Metabot's answers, or delete prompts that aren't useful.
Source: www.metabase.com/docs/latest/ai/settings · checked Oct 26, 2026 · quoted by Claude
Claude partly · GPT partly · Gemini partly

Alteryx

Not found
Nothing in the docs settles this.
Claude nothing found · GPT nothing found · Gemini nothing found

MotherDuck

Not found
Nothing in the docs settles this.
Claude nothing found · GPT nothing found · Gemini nothing found

Mode

Not found
Nothing in the docs settles this.
Claude nothing found · GPT nothing found · Gemini nothing found

Redshift

Not found
Nothing in the docs settles this.
Claude nothing found · GPT nothing found · Gemini nothing found

Streamlit

No
Quoted from Streamlit’s docsWhen the simulated chat assistant responds, a function validates the response and highlights possible "errors" for the user to review.
Claude nothing found · GPT no · Gemini nothing found