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Best Apache Spark Alternatives in 2026

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

  1. 1
    Apache Beam Free plan apiLinuxMacself-hostedWeb Free6.5
    Apache Spark vs Apache Beam
  2. 2
    Skyvia Free plan apiWebWin $7/mo6.5
    Apache Spark vs Skyvia
  3. 3
    Apache Hop Free plan LinuxMacself-hostedWin Free6.4
    Apache Spark vs Apache Hop
  4. 5
    EasyMorph Free plan apiself-hostedWebWin $50/mo6.4
    Apache Spark vs EasyMorph
  5. 6
    Google Cloud Data Fusion Free trial apiWeb $0.35/mo6.3
    Apache Spark vs Google Cloud Data Fusion
  6. 7
    Keboola Free plan Web $0.14/mo6.2
    Apache Spark vs Keboola
  7. 8
    Jitterbit Harmony WebWinLinux 5.4
    Apache Spark vs Jitterbit Harmony
  8. 9
    Matillion Data Productivity Cloud Free trial Web 5.2
    Apache Spark vs Matillion Data Productivity Cloud
  9. 10
    Ab Initio Data Platform apiLinuxself-hostedWebWin 5.1
    Apache Spark vs Ab Initio Data Platform
  10. 11
    Apache NiFi Free plan apiLinuxMacself-hostedWeb Free5.1
    Apache Spark vs Apache NiFi
  11. 12
    CloverDX Web 5.1
    Apache Spark vs CloverDX
  12. 13
    Informatica Product 360 apiself-hostedWebWin 5.1
    Apache Spark vs Informatica Product 360
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