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Best Apache Spark Alternatives in 2026

12 platforms from ETL software ranked against Apache Spark on the same published basis.

  1. 1
    Skyvia Free plan apiWebWin $7/mo7.8
    Apache Spark vs Skyvia
  2. 2
    EasyMorph Free plan apiself-hostedWebWin $50/mo7.6
    Apache Spark vs EasyMorph
  3. 3
    Apache Beam Free plan apiLinuxMacself-hostedWeb Free7.0
    Apache Spark vs Apache Beam
  4. 4
    Apache Hop Free plan LinuxMacself-hostedWin Free6.9
    Apache Spark vs Apache Hop
  5. 5
    Apache NiFi Free plan apiLinuxMacself-hostedWeb Free6.9
    Apache Spark vs Apache NiFi
  6. 6
    CloverDX Free trial apiLinuxMacself-hostedWeb 6.9
    Apache Spark vs CloverDX
  7. 7
    Keboola Free plan apiself-hostedWeb $0.14/mo6.8
    Apache Spark vs Keboola
  8. 9
    Google Cloud Data Fusion Free trial apiWeb $0.35/mo6.7
    Apache Spark vs Google Cloud Data Fusion
  9. 10
    Matillion Data Productivity Cloud Free trial Web 6.7
    Apache Spark vs Matillion Data Productivity Cloud
  10. 11
    SAS Visual Statistics Free trial self-hostedWeb 6.7
    Apache Spark vs SAS Visual Statistics
  11. 12
    Ab Initio Data Platform apiLinuxself-hostedWebWin 6.4
    Apache Spark vs Ab Initio Data Platform
  12. 13
    AWS Glue DataBrew Free trial apiWeb $0.48/mo6.4
    Apache Spark vs AWS Glue DataBrew
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