Skip to content
SPECIFICTION
Get listed

Data Lake Software

Alternatives to Apache Hadoop HDFS

The tools Specifiction weighs against Apache Hadoop HDFS, from its list of data lake software, each with its plans, platforms and spec score.

  1. 01 HPCC Systems

    HPCC Systems suits organizations with enterprise big-data workloads that need data-lake management and parallel processing.

    Free plan Open source Web · Windows · macOS · Linux
    8.7 Visit Specs
  2. 02 Tencent Cloud Application Performance Management

    It suits teams diagnosing performance and errors across microservices and other application architectures.

    Free trial Web · Linux · API · Self-hosted
    8.5 Visit Specs
  3. 03 Apache Ozone

    Ozone suits teams building lakehouse, AI/ML, cloud-native, or Hadoop ecosystem storage.

    Free plan Web · Linux · API · Self-hosted
    8.2 Visit Specs
  4. 04 Parseable

    Parseable suits teams that need to collect and inspect logs, metrics, and traces across self-hosted, cloud, or enterprise deployments.

    From $0.39/mo Free plan Web · Windows · Linux · API
    8.1 Visit Specs
  5. 05 AWS Lake Formation
    Free plan Web · API
    7.8 Visit Specs
  6. 06 HPE Ezmeral Data Fabric

    The platform suits data analysts, engineers and scientists working across on-premises, cloud and edge deployments.

    Free trial Web · Linux · API · Self-hosted
    7.7 Visit Specs
  7. 07 Azure Table Storage
    Free trial API
    7.5 Visit Specs
  8. 08 lakeFS

    lakeFS is aimed at data engineers, data scientists, ML engineers, ML platform teams, and agentic AI initiatives that need versioned, governed data.

    Free trial Web · API · Self-hosted
    7.5 Visit Specs
  9. 09 Oracle Big Data Service

    It suits organizations creating Hadoop data lakes, whether for specific short-lived tasks or ongoing data management.

    Free trial Web · Linux · API
    7.5 Visit Specs
  10. 10 Qubole

    Qubole suits teams building data engineering, streaming, machine-learning, or analytics workloads across supported cloud providers.

    Free trial Web · API
    7.2 Visit Specs
  11. 11 Cloudera Data Lake Service

    The service suits organizations that need governance, metadata controls, and auditing for data lake workloads.

    Web · API
    7.1 Visit Specs
  12. 12 Unilake

    Unilake suits teams seeking an open-source data platform with broad deployment choices, lakehouse-format support, and built-in governance.

    Web · API · Self-hosted
    7.0 Visit Specs
  13. 13 Tencent Cloud GooseFS

    GooseFS suits data-analysis, machine-learning, and AI workloads needing cache acceleration across cloud and local storage.

    Web · Linux · API · Self-hosted
    6.9 Visit Specs
  14. 14 Alibaba Cloud Data Lake Formation
    Web
    6.0 Visit Specs
  15. 15 Baidu EasyDAP
    Web
    5.8 Visit Specs
  16. 16 DataArts Lake Formation
    Web
    5.8 Visit Specs
  17. 17 Tencent Cloud Data Lake Compute (DLC)

    DLC suits teams seeking browser-based cloud querying with catalog, governance, and open-table-format support.

    Web
    5.6 Visit Specs
  18. 18 Huawei Cloud Data Lake Insight
    Web
    5.5 Visit Specs

Apache Hadoop HDFS, head to head