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Best Apache Spark Alternatives in 2026

Updated

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

  1. 1
    Skyvia Free plan apiWebWin $7/mo7.1
    Apache Spark vs Skyvia
  2. 2
    Apache Beam Free plan apiLinuxMacself-hostedWeb Free7.0
    Apache Spark vs Apache Beam
  3. 3
    Apache NiFi Free plan apiLinuxMacself-hostedWeb Free6.9
    Apache Spark vs Apache NiFi
  4. 4
    EasyMorph Free plan apiself-hostedWebWin $50/mo6.9
    Apache Spark vs EasyMorph
  5. 5
    Apache Hop Free plan LinuxMacself-hostedWin Free6.8
    Apache Spark vs Apache Hop
  6. 7
    Keboola Free plan apiself-hostedWeb $0.14/mo6.6
    Apache Spark vs Keboola
  7. 8
    Ab Initio Data Platform apiLinuxself-hostedWebWin 6.3
    Apache Spark vs Ab Initio Data Platform
  8. 9
    CloverDX Free trial apiLinuxMacself-hostedWeb 6.3
    Apache Spark vs CloverDX
  9. 10
    Informatica Product 360 apiself-hostedWebWin 6.2
    Apache Spark vs Informatica Product 360
  10. 11
    Jitterbit Harmony WebWinLinux 6.1
    Apache Spark vs Jitterbit Harmony
  11. 12
    Precisely EnterWorks apiWebWin 6.1
    Apache Spark vs Precisely EnterWorks
  12. 13
    FME Form LinuxMacself-hostedWin 6.0
    Apache Spark vs FME Form
  13. 14
    Google Cloud Data Fusion Free trial apiWeb $0.35/mo6.0
    Apache Spark vs Google Cloud Data Fusion
  14. 15
    Matillion Data Productivity Cloud Free trial Web 6.0
    Apache Spark vs Matillion Data Productivity Cloud
  15. 16
    SAS Visual Statistics Free trial self-hostedWeb 6.0
    Apache Spark vs SAS Visual Statistics
  16. 17
    Qlik Talend Cloud Web 5.9
    Apache Spark vs Qlik Talend Cloud
  17. 18
    Oracle WebCenter Content WebiOSAndroid 5.8
    Apache Spark vs Oracle WebCenter Content
  18. 19
    AWS Glue DataBrew Free trial apiWeb $0.48/mo5.7
    Apache Spark vs AWS Glue DataBrew
  19. 20
    SAP Customer Data Platform 5.7
    Apache Spark vs SAP Customer Data Platform
  20. 21
    Precisely Connect LinuxWin 5.6
    Apache Spark vs Precisely Connect

Apache Spark alternatives compared

#AppScoreFree planFromRuns on
1Skyvia7.1Free plan$7/moAPI, Web, Windows
2Apache Beam7.0Free planFreeAPI, Linux, Mac, self-hosted, Web, Windows
3Apache NiFi6.9Free planFreeAPI, Linux, Mac, self-hosted, Web, Windows
4EasyMorph6.9Free plan$50/moAPI, self-hosted, Web, Windows
5Apache Hop6.8Free planFreeLinux, Mac, self-hosted, Windows
7Keboola6.6Free plan$0.14/moAPI, self-hosted, Web
8Ab Initio Data Platform6.3No—API, Linux, self-hosted, Web, Windows
9CloverDX6.3No—API, Linux, Mac, self-hosted, Web, Windows
10Informatica Product 3606.2No—API, self-hosted, Web, Windows
11Jitterbit Harmony6.1No—Web, Windows, Linux
12Precisely EnterWorks6.1No—API, Web, Windows
13FME Form6.0No—Linux, Mac, self-hosted, Windows
14Google Cloud Data Fusion6.0No$0.35/moAPI, Web
15Matillion Data Productivity Cloud6.0No—Web
16SAS Visual Statistics6.0No—self-hosted, Web
17Qlik Talend Cloud5.9No—Web
18Oracle WebCenter Content5.8No—Web, iOS, Android
19AWS Glue DataBrew5.7No$0.48/moAPI, Web
20SAP Customer Data Platform5.7No——
21Precisely Connect5.6No—Linux, Windows
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Questions about Apache Spark alternatives

What is the best alternative to Apache Spark?

Skyvia, number 1 in ETL software with a score of 7.1 out of 10. The others here: Apache Beam, Apache NiFi, EasyMorph and 16 more.

What is the best free alternative to Apache Spark?

Skyvia is the best-ranked alternative with a free plan. 6 of the 20 alternatives here publish a free plan on their own pricing pages.

How are these alternatives ranked?

Ranked on what each maker publishes: documentation depth, a free tier and the platforms it runs on.