Top 10 Azure Data Lake Analytics Alternatives & Competitors

(37)4.2 out of 5
Based on G2 reviews, Azure Data Lake Analytics is often evaluated alongside top-rated alternatives that vary by use case, pricing, and features. Big Data Analytics Software is used by teams seeking productive, user friendly platforms with features like notebooks, embedded analytics, and spark integration, according to G2 reviews. When comparing Azure Data Lake Analytics with other tools, reviewers most often evaluate storage and security as key differentiators.
The best overall alternative to Azure Data Lake Analytics is Google Cloud BigQuery, rated ~4.5 stars on G2 from 1159+ reviewers. It is frequently praised for speed and fast querying. Other well-known alternatives to Azure Data Lake Analytics are:
  • Splunk Enterprise – known for innovation and customization (G2 star rating ~4.3)
  • Snowflake – highly rated for data management and easy integrations (G2 star rating ~4.6)
  • Databricks – offers collaboration and data management (G2 star rating ~4.6)
  • Alteryx – best suited for teams that need automation and intuitive (G2 star rating ~4.6)
Browse top options below. Based on G2 review data, Azure Data Lake Analytics is most commonly used in industries like Big Data Analytics Software, Data Warehouse Solutions, Enterprise Monitoring Software. Compare user ratings by vertical to find the best fit.

Best Paid & Free Alternatives to Azure Data Lake Analytics

  • Google Cloud BigQuery
  • Splunk Enterprise
  • Snowflake

Top 10 Alternatives to Azure Data Lake Analytics Recently Reviewed By G2 Community

Browse options below. Based on reviewer data, you can see how Azure Data Lake Analytics stacks up to the competition, check reviews from current & previous users in industries like Computer Software, Information Technology and Services, and Automotive, and find the best product for your business.
  1. AI can help you find the answers. G2 helps you trust them.

    Connect G2 to Claude or ChatGPT for answers grounded in G2's trusted reviews, comparisons, and pricing from real user insights.

    How it works