Best Materialize Alternatives in 2026
Updated
20 apps from streaming analytics software ranked against Materialize on the same published basis.
- 1Materialize vs Apache Druid
- 2Materialize vs Apache Beam
- 3Materialize vs Apache Storm
- 4Materialize vs Feldera
- 5Materialize vs Timeplus
- 6Materialize vs Apache Spark
- 7Materialize vs Confluent Cloud
- 9Materialize vs Tinybird Cloud
- 10Materialize vs Ververica Platform
- 11Materialize vs Apache Flink
- 12Materialize vs Apache Pinot
- 13Materialize vs Apache Samza
- 14Materialize vs Pathway Live Data Framework
- 15Materialize vs RisingWave
- 16Materialize vs TIBCO BusinessWorks
- 17Materialize vs Apache Heron
- 18Materialize vs Tencent Cloud CDN
- 19Materialize vs Amazon Managed Service for Apache Flink
- 20Materialize vs Alibaba Cloud Realtime Compute for Apache Flink
- 21Materialize vs Tencent Cloud Oceanus
Materialize alternatives compared
| # | App | Score | Free plan | From | Runs on |
|---|---|---|---|---|---|
| 1 | Apache Druid | 7.3 | Free plan | Free | API, Linux, Mac, self-hosted, Web |
| 2 | Apache Beam | 7.2 | Free plan | Free | API, Linux, Mac, self-hosted, Web, Windows |
| 3 | Apache Storm | 7.2 | Free plan | Free | API, Linux, Mac, self-hosted, Web, Windows |
| 4 | Feldera | 7.2 | Free plan | Free | API, Linux, Mac, self-hosted, Web, Windows |
| 5 | Timeplus | 7.2 | Free plan | $199/mo | API, Linux, Mac, self-hosted, Web, Windows |
| 6 | Apache Spark | 7.0 | Free plan | Free | API, Linux, Mac, self-hosted, Windows |
| 7 | Confluent Cloud | 7.0 | Free plan | $385/mo | API, Linux, Web |
| 9 | Tinybird Cloud | 6.9 | Free plan | $49/mo | API, Web |
| 10 | Ververica Platform | 6.9 | Free plan | Free | API, self-hosted, Web |
| 11 | Apache Flink | 6.8 | Free plan | Free | API, Linux, self-hosted |
| 12 | Apache Pinot | 6.8 | Free plan | Free | API, self-hosted, Web |
| 13 | Apache Samza | 6.8 | Free plan | Free | API, Linux, self-hosted |
| 14 | Pathway Live Data Framework | 6.7 | Free plan | Free | API, self-hosted |
| 15 | RisingWave | 6.6 | No | $0.23/mo | API, Linux, Mac, self-hosted, Web |
| 16 | TIBCO BusinessWorks | 6.2 | No | — | Web, Windows, Mac, Linux |
| 17 | Apache Heron | 6.1 | No | — | Linux, self-hosted |
| 18 | Tencent Cloud CDN | 6.1 | No | CNY 21/mo | Web |
| 19 | Amazon Managed Service for Apache Flink | 6.0 | No | — | API, Web |
| 20 | Alibaba Cloud Realtime Compute for Apache Flink | 5.9 | No | — | Web |
| 21 | Tencent Cloud Oceanus | 5.9 | No | CNY 2,352/mo | Web |
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Questions about Materialize alternatives
What is the best alternative to Materialize?
Apache Druid, number 1 in streaming analytics software with a score of 7.3 out of 10. The others here: Apache Beam, Apache Storm, Feldera and 16 more.
What is the best free alternative to Materialize?
Apache Druid is the best-ranked alternative with a free plan. 13 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.