Software Alternatives, Accelerators & Startups

📊 Big Data

Software and platforms for processing and analyzing large data sets.

The best Big Data based on votes, our collection of reviews, verified products and a total of 929 factors.

Best Big Data in 2024

  1. 122

    A fully managed data warehouse for large-scale data analytics.

    Open Source

    /google-bigquery-alternatives
  2. 104

    Google Cloud Dataflow is a fully-managed cloud service and programming model for batch and streaming big data processing.

    /google-cloud-dataflow-alternatives
  3. 107

    Amazon Elastic MapReduce is a web service that makes it easy to quickly process vast amounts of data.

    /amazon-emr-alternatives
  4. 88

    Apache Spark is an engine for big data processing, with built-in modules for streaming, SQL, machine learning and graph processing.

    Open Source

    /apache-spark-alternatives
  5. 71

    Flink is a streaming dataflow engine that provides data distribution, communication, and fault tolerance for distributed computations.

    Open Source

    /apache-flink-alternatives
  6. 58

    Learn about Amazon Redshift cloud data warehouse.

    /amazon-redshift-alternatives
  7. 51

    Databricks provides a Unified Analytics Platform that accelerates innovation by unifying data science, engineering and business.‎What is Apache Spark?

    Open Source

    /databricks-alternatives
  8. 38

    Snowflake is the only data platform built for the cloud for all your data & all your users. Learn more about our purpose-built SQL cloud data warehouse.

    /snowflake-alternatives
  9. 41

    Amazon Kinesis services make it easy to work with real-time streaming data in the AWS cloud.

    /amazon-kinesis-alternatives
  10. 41

    Managed Apache Spark and Apache Hadoop service which is fast, easy to use, and low cost

    /google-cloud-dataproc-alternatives
  11. 31

    Qubole delivers a self-service platform for big aata analytics built on Amazon, Microsoft and Google Clouds.

    Open Source

    /qubole-alternatives
  12. 37

    Confluent offers a real-time data platform built around Apache Kafka.

    Open Source

    /confluent-alternatives
  13. 29

    Open-source software for reliable, scalable, distributed computing

    Open Source

    /hadoop-alternatives

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