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Databricks: Develop, run data jobs, transform datasets, leverage ML algorithms for actionable insights. Below are the tools in our catalog that cover the same features, grouped by the job they replace, with pricing side by side.
Replaces Databricks for: Develop and run data jobs · Transform complex datasets into actionable insights · Intuitive user interface for managing data pipelines
Automate data pipelines, scale workloads, and leverage programming and query languages for sophisticated analysis.
Unified platform that combines ETL, analytics, dashboards, AI/ML, and automation to replace tools like Databricks and PowerBI for technical and non-technical teams.
Replaces Databricks for: Leverage machine learning algorithms for insights generation · Secure distributed environment for data processing · Unified analytics workspace for data scientists and engineers
Build, train, and deploy models seamlessly with tools for data exploration, model training, and ML solutions.
Build and deploy ML models, leverage big data for decision-making with an intuitive drag-and-drop interface.
Build, manage, and deploy AI models with collaborative tools.
Replaces Databricks for: Transform complex datasets into actionable insights · Secure distributed environment for data processing
Build regression, classification, and anomaly detection models at scale using Apache Spark ML's scalable, distributed machine learning library.
Enterprise-grade cloud data warehouse for querying massive datasets in real-time with built-in security and compliance.
Create data processing applications, generate predictive models, and handle high-volume data collection and analytics.
| Tool | Pricing | Monthly visits | Compare |
|---|---|---|---|
| Databricks | Paid | 5.9M | |
| Upsolver | Free | 2.4K | Compare |
| GAIO DataOS | Freemium, from Free | 1K | Compare |
| Sagemaker Studio | Free | — | Compare |
| Cloudera Machine Learning | Paid, from $0.04 | — | Compare |
| IBM Watson Studio | Free Trial, from $1 | — | Compare |
| Apache Spark ML | Free, from $1 | — | Compare |
| Google BigQuery | Freemium, from $1 | — | Compare |
| Apache Mahout | Free | — | Compare |
