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Best Apache Spark Alternatives in 2026

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

  1. 1
    Apache Druid Free plan apiLinuxMacself-hostedWeb Free7.4
    Apache Spark vs Apache Druid
  2. 2
    Confluent Cloud Free plan apiLinuxWeb $385/mo7.4
    Apache Spark vs Confluent Cloud
  3. 3
    Apache Flink Free plan apiLinuxself-hosted Free7.3
    Apache Spark vs Apache Flink
  4. 4
    Apache Pinot Free plan apiself-hostedWeb Free7.3
    Apache Spark vs Apache Pinot
  5. 6
    Apache Storm Free plan apiLinuxMacself-hostedWeb Free7.3
    Apache Spark vs Apache Storm
  6. 7
    Feldera Free plan apiLinuxMacself-hostedWeb Free7.3
    Apache Spark vs Feldera
  7. 8
    Materialize Free plan apiLinuxself-hostedWeb $0.13/mo7.3
    Apache Spark vs Materialize
  8. 9
    RisingWave Free trial apiLinuxMacself-hostedWeb $0.23/mo7.3
    Apache Spark vs RisingWave
  9. 10
    Timeplus Free plan apiLinuxMacself-hostedWeb $199/mo7.3
    Apache Spark vs Timeplus
  10. 11
    Tinybird Cloud Free plan apiWeb $49/mo7.3
    Apache Spark vs Tinybird Cloud
  11. 12
    Ververica Platform Free plan apiself-hostedWeb Free7.3
    Apache Spark vs Ververica Platform
  12. 13
    Apache Beam Free plan apiLinuxMacself-hostedWeb Free7.2
    Apache Spark vs Apache Beam
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