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Apache Flink alternatives_

As of 4 November 2026, 31 distributed processing are named by companies instead of Apache Flink: Apache Spark by 4,705 companies, PySpark by 2,336, Apache Hadoop by 1,762.

As of 4 November 2026 · refreshed daily · counts move as websites, DNS and career sites are re-read.

Apache Flink, companies in postings
943
Most used alternative
Apache Spark · 4,705
Fastest hiring, 90 days
Apache Spark
Alternatives ranked
31
Catalogue
T-1.0.1-prov
01 — Ranked by evidence

distributed processing companies choose instead of Apache Flink

Companies naming each tool in their own postings, and postings in the last 90 days. Bars are relative to the category leader.

#AlternativeCompaniescompaniesvs Apache Flinkpostings, 90 dCompare
1
Apache SparkApache Software Foundation
4,705499%17,434Apache Flink vs Apache Spark →
2
PySparkApache Software Foundation
2,336248%7,586Apache Flink vs PySpark →
3
Apache HadoopApache Software Foundation
1,762187%8,057Apache Flink vs Apache Hadoop →
4
Apache HiveApache Software Foundation
84490%2,366Apache Flink vs Apache Hive →
5
Google Cloud DataflowGoogle
49052%1,659Apache Flink vs Google Cloud Dataflow →
6
RayAnyscale
47751%1,251Apache Flink vs Ray →
7
Spark SQLApache Software Foundation
38941%994Apache Flink vs Spark SQL →
8
TrinoTrino Software Foundation
32935%912Apache Flink vs Trino →
9
PrestoLinux Foundation (Presto Foundation)
32334%697Apache Flink vs Presto →
10
Spark StreamingApache Software Foundation
31834%604Apache Flink vs Spark Streaming →
11
MapReduceApache Software Foundation
27629%650Apache Flink vs MapReduce →
12
Apache BeamApache Software Foundation
24626%617Apache Flink vs Apache Beam →
13
ClouderaCloudera
20822%751Apache Flink vs Cloudera →
14
Apache PigApache Software Foundation
18720%284Apache Flink vs Apache Pig →
15
DaskNumFOCUS
18319%294Apache Flink vs Dask →
16
Google Cloud DataprocGoogle
18219%563Apache Flink vs Google Cloud Dataproc →
17
Apache StormApache Software Foundation
17218%292Apache Flink vs Apache Storm →
18
Kafka StreamsApache Software Foundation
14615%348Apache Flink vs Kafka Streams →
19
Amazon EMRAmazon
13614%380Apache Flink vs Amazon EMR →
20
Apache ImpalaApache Software Foundation
13614%422soon
21
Spark Structured StreamingApache Software Foundation
10411%209soon
22
DenodoDenodo
677%197soon
23
Hortonworks Data PlatformCloudera
556%103soon
24
Azure Stream AnalyticsMicrosoft
536%105soon
25
StarburstStarburst
465%265soon
26
MapRHPE
435%58soon
27
Azure HDInsightMicrosoft
404%89soon
28
Cloudera Data PlatformCloudera
283%66soon
29
ksqlDBConfluent
212%56soon
30
Apache DataFusionApache Software Foundation
202%98soon
31
Apache SamzaApache Software Foundation
101%29soon
15,275 companies name a distributed processing in their postings.

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31 distributed processing are named by companies instead of Apache Flink: Apache Spark by 4,705 companies, PySpark by 2,336, Apache Hadoop by 1,762, measured from their own job postings. (Breaknorm, 4 November 2026, https://breaknorm.co/tools/apache-flink/alternatives)
How we know

Read from the source, not self-reported

Every number on this page can be traced to a page we crawled or a posting we read. Full methodology →

  • RankingCompanies whose own postings name the tool as the team's system, from the Breaknorm technology catalogue T-1.0.1-prov. Editions are folded into their parent product.
  • 90-day postingsOpen postings first seen or posted in the last 90 days that name the tool.
  • Not includedRatings, prices, feature claims, sponsored positions.
FAQ

Apache Flink alternatives: questions

What is the most used alternative to Apache Flink?

Apache Spark: 4,705 companies name it in their own job postings, against 943 for Apache Flink.

How is this list ranked?

By the number of companies whose own postings name the tool as the team's system (Breaknorm technology catalogue T-1.0.1-prov), then by postings in the last 90 days. No ratings, no vendor input, no sponsored positions.

Does this say which is better?

No. It says who uses what, by company size, industry and country, so you can see which tools companies like yours choose. For features and prices, read the vendors.

Can I get the companies on any of these?

Yes: click the tool, see the first 20 companies, and sign up for the full list with verified e-mails. Counting is free.

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