Databricks is a leading unified platform for data, analytics, and AI, simplifying ETL, data warehousing, and governance while enabling better AI development and collaboration.
Best Databricks Alternatives & Competitors 2026
A popular AI For Data Analytics tool with 4.3M monthly visits. We've analyzed 12 similar AI tools to help you compare features, popularity, and ratings. Find the perfect alternative for your needs.
Quick Comparison
(Top 5 by Traffic)| Tool | Visits | Top Market | Growth | Rating | Insight | Description |
|---|---|---|---|---|---|---|
 Amazon Sage Maker | 56.5M | 🇺🇸 United States31.7% | -3.8% | - | 🚀Super High Traffic Over 10M monthly visits. A market leader with extremely high user trust. | Amazon SageMaker simplifies machine learning with unified tools for data, analytics, and AI, making it easy to build, train, and deploy models. |
 Microsoft Power BI | 48.8M | 🇺🇸 United States23.0% | -1.4% | - | 🚀Super High Traffic Over 10M monthly visits. A market leader with extremely high user trust. | Microsoft Power BI is a versatile business analytics tool that transforms raw data into meaningful insights through interactive visualizations, detailed reports, and real-time dashboards, empowering better decision-making. |
 Dataiku | 256.2K | 🇺🇸 United States25.0% | -9.4% | - | ⭐Medium Scale 100K-1M monthly visits. Growing tool with active development. | Dataiku is a universal AI platform that helps businesses systemize data use, build AI projects, and enforce governance standards. |
 BigID | 107.7K | 🇺🇸 United States42.2% | +19.8% | - | ⭐Medium Scale 100K-1M monthly visits. Growing tool with active development. | BigID is a cloud-native, AI-powered platform that gives you full visibility and control over your data, helping you reduce risk, comply with regulations, and optimize your data footprint. |
 Cyera | 88.0K | 🇺🇸 United States43.3% | -17.2% | - | 🌱Emerging Tool 10K-100K monthly visits. Niche or new tool with potential unique value. | Cyera is the fastest-growing data security platform, built AI-first to protect your data across clouds, apps, and AI tools. Discover, classify, and secure data—fast. |
Data based on traffic metrics from December 2025
Top 12 Alternatives to Databricks
⭐Medium Scale
Dataiku is a universal AI platform that helps businesses systemize data use, build AI projects, and enforce governance standards.
256.2K
|5.0
🚀Super High Traffic
Amazon SageMaker simplifies machine learning with unified tools for data, analytics, and AI, making it easy to build, train, and deploy models.
56.5M
|5.0
🌱Emerging Tool
Fabi.ai is an AI-powered data analysis platform that combines SQL, Python, and AI automation to simplify complex data workflows, enabling faster insights and collaboration for data teams.
39.9K
|4.0
⭐Medium Scale
BigID is a cloud-native, AI-powered platform that gives you full visibility and control over your data, helping you reduce risk, comply with regulations, and optimize your data footprint.
107.7K
|5.0
🌱Emerging Tool
Weld is your go-to AI-powered ETL platform for seamless data syncing across apps, files, and databases.
36.1K
|4.0
🌱Emerging Tool
Alation is a powerful platform that brings AI and data intelligence to your organization, ensuring trusted data for better decision-making and compliance.
81.8K
|5.0
🌱Emerging Tool
Cyera is the fastest-growing data security platform, built AI-first to protect your data across clouds, apps, and AI tools. Discover, classify, and secure data—fast.
88.0K
|5.0
⭐Medium Scale
MotherDuck is a cloud-based data warehouse that simplifies and speeds up data analytics, making it ideal for teams of all sizes.
119.9K
|5.0
🚀Super High Traffic
Microsoft Power BI is a versatile business analytics tool that transforms raw data into meaningful insights through interactive visualizations, detailed reports, and real-time dashboards, empowering better decision-making.
48.8M
|5.0
🌱Emerging Tool
Storytell.ai transforms unstructured data into actionable insights, helping businesses make smarter decisions faster.
54.3K
|5.0
⭐Medium Scale
Labelbox is the ultimate data factory for AI teams, offering tools to generate quality data at scale, improve model accuracy, and build your AI team.
789.5K
|5.0
🌱Emerging Tool
camelAI is an AI-powered data analysis tool that turns plain English questions into instant charts and insights, making business intelligence accessible to everyone.
23.9K
|4.0