Best Databricks Alternatives in 2026
Compare 12 alternatives to Databricks. Find the perfect Data & Analytics tool for your needs.
Databricks
Leading Data and AI Platform for Enterprises
$0.069/mo
Enterprise
AI-Native
12 Alternatives to Databricks
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#1 Pick
Deepnote
Data & Analytics
78%
Quality Score
#2 Pick
Amplitude AI
Data & Analytics
78%
Quality Score
#3 Pick
Mixpanel
Data & Analytics
72%
Quality Score
Hex
Data & Analytics
70%
Quality Score
ThoughtSpot
Data & Analytics
70%
Quality Score
DataRobot
Data & Analytics
67%
Quality Score
Akkio
Data & Analytics
65%
Quality Score
Coefficient
Data & Analytics
65%
Quality Score
Atlan Context Agents
Data & Analytics
65%
Quality Score
Coalesce Scout
Data & Analytics
63%
Quality Score
Abacus.AI
Data & Analytics
62%
Quality Score
* Quality Scores are based on 6 dimensions for tools, 7 for agents (ease of use, customizability, support, integrations, compliance & data protection, performance + agent planning) from public data. How we score →
Frequently Asked Questions
What are the best alternatives to Databricks?
Based on our quality scores, the top tool alternatives to Databricks in Data & Analytics are Deepnote, Amplitude AI, Mixpanel. We list 12 in total, ranked by weighted quality score across ease of use, customizability, support and integrations.
Is there a free alternative to Databricks?
Yes. Among the alternatives listed here, Deepnote, Amplitude AI, Mixpanel, Hex have a free plan.
Which Databricks alternative is best for my team?
Deepnote: Data teams needing a collaborative platform for data analysis and machine learning. Amplitude AI: Product teams seeking to integrate AI into their analytics and experimentation workflows. Mixpanel: Product teams identifying features for user loyalty.
Which Databricks alternatives have an API?
Deepnote, Amplitude AI, Mixpanel, Hex, ThoughtSpot offer API access (public or on an enterprise plan), according to their listed developer details.