Comparisons
Different tools answer different questions.
Choose the question first. "Is the data broken?", "which segments look unusual?" and "why did the number move, exactly?" need different tools, and several of them work well together.
Snowflake built-ins
TOP_INSIGHTS, Contribution Explorer, Snowflake Intelligence
Building blocks for analysts versus a finished, reconciled answer.
Compare Cortex TOP_INSIGHTSWhere to look, versus the answer
Triage with Cortex, then explain the whole change with FactorPrism.
Compare Data observabilityMonte Carlo
Is the data broken, versus why did a correct number move.
Compare Key driver analysisSisu Data and Kausa
What happened to them, and what to look for in a replacement.
ReadChoose the question first
| Your question | Good fit |
|---|---|
| Can I trust this number? Did a pipeline break? | A data observability tool |
| What is the number, by region, by product? | Your BI tool, or Snowflake Intelligence |
| Which segments look unusual? | Cortex TOP_INSIGHTS |
| Why did the number move, where, and how much did each factor add, adding up to the change? | FactorPrism |
Compare on your own question.
Bring a change you have already tried to explain, and see the difference side by side.