1
AkkioFreemium · À vérifier
No-code predictive AI for business teams.
Why as an alternative to Databricks AI: free tier to test, paid at À vérifier for regular use.
Alternatives to Databricks AI
28 tools in the Data & analysis category playing in the same league as Databricks AI, ranked by Joute score. Five stand out; we comment each one.
The top 5
The best alternatives to Databricks AI
2
ArizeFreemium · On request
Plateforme observabilité ML production enterprise.
Why as an alternative to Databricks AI: free tier to test, paid at Sur devis for regular use.
3
BigQuery MLPaid · Pay as you go
Module ML SQL natif de Google BigQuery.
Why as an alternative to Databricks AI: paid at Pay as you go from the start, no meaningful trial.
4
DataRobotPaid · On request
Plateforme AutoML enterprise leader.
Why as an alternative to Databricks AI: paid at Sur devis from the start, no meaningful trial.
5
DataSquirrelFreemium · 12 $/month
Analyse data conversationnelle IA pour PME.
Why as an alternative to Databricks AI: free tier to test, paid at 12 $/mois for regular use.
Summary table
At-a-glance table
| Tool | Price | Model | Joute score |
|---|---|---|---|
| Databricks AI (reference) | Pay as you go | Paid | -- |
| Akkio | À vérifier | Freemium | -- |
| Arize | On request | Freemium | -- |
| BigQuery ML | Pay as you go | Paid | -- |
| DataRobot | On request | Paid | -- |
| DataSquirrel | 12 $/month | Freemium | -- |
Also worth knowing
Other alternatives in the same category
23 additional Data & analysis tools worth knowing. Less priority than the top 5, but useful depending on the case.
6
DeepnoteData & analysisCollaborative data notebook with AI copilot.—Score7
DefogData & analysisText-to-SQL IA open source pour databases d'entreprise.—Score8
GalileoData & analysisPlateforme évaluation et observabilité LLM enterprise.—Score9
H2O.aiData & analysisPlateforme open source ML, version Cloud commerciale.—Score10
HexData & analysisCollaborative SQL and Python notebooks with AI.—Score11
Julius AIData & analysisAnalyze your data in natural language, charts included.—Score12
Looker AIData & analysisLooker Google avec Conversational Analytics Gemini.—Score13
MLflowData & analysisPlateforme open source MLOps Databricks.—Score14
MonkeyLearnData & analysisAnalyse texte no-code, sentiment et classification.—Score15
MotherDuckData & analysisDuckDB managé cloud-first, analytics IA-native.—Score16
Neptune.aiData & analysisTracking d'expériences ML et registry modèles.—Score17
NumerousData & analysisAI functions directly in Google Sheets and Excel.—Score18
Pecan AIData & analysisPredictive analytics no-code pour marketing.—Score19
PolymerData & analysisDashboards IA depuis Google Sheets et Airtable.—Score20
Power BIData & analysisMicrosoft's BI tool with integrated Copilot assistant.—Score21
Qlik SenseData & analysisBI Qlik avec module IA Insight Advisor intégré.—Score22
RowsData & analysisModern spreadsheet with built-in analysis and AI.—Score23
SisenseData & analysisBI enterprise avec module IA Compose embarqué.—Score24
Snowflake CortexData & analysisSuite IA managée native dans Snowflake.—Score25
TableauData & analysisThe visualization standard, with an added AI layer.—Score26
ThoughtSpotData & analysisNatural language analytics, search across your data.—Score27
Vanna AIData & analysisText-to-SQL open source avec RAG personnalisable.—Score28
VespaData & analysisMoteur de recherche vectorielle open source Yahoo.—Score
Frequently asked
Everything to know before switching
What is the best alternative to Databricks AI in 2026?
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Akkio tops our ranking among the 28 alternatives identified in the Data & analysis category. The verdict shifts based on your profile and budget: we detail the top 5 above.
Is there a free alternative to Databricks AI?
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Yes, MLflow is a real free alternative, plateforme open source mlops databricks. Several other tools in the category offer a freemium tier.
Is Databricks AI really the best in its category?
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Databricks AI hasn't been fully tested by Joute yet. The ranking above is based on alternative scores -- use it as guidance, not a final verdict.
Why look for an alternative to Databricks AI?
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Three common reasons: the price gets too high, the tool no longer covers a refined use case, or you want to de-risk your stack. The Data & analysis category is well-stocked in 2026 to find better or cheaper.