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Google Cloud Dataproc alternatives_

As of 4 November 2026, 31 distributed processing are named by companies instead of Google Cloud Dataproc: 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.

Google Cloud Dataproc, companies in postings
182
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 Google Cloud Dataproc

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

#AlternativeCompaniescompaniesvs Google Cloud Dataprocpostings, 90 dCompare
1
Apache SparkApache Software Foundation
4,7052585%17,434Google Cloud Dataproc vs Apache Spark →
2
PySparkApache Software Foundation
2,3361284%7,586Google Cloud Dataproc vs PySpark →
3
Apache HadoopApache Software Foundation
1,762968%8,057Google Cloud Dataproc vs Apache Hadoop →
4
Apache FlinkApache Software Foundation
943518%2,546Google Cloud Dataproc vs Apache Flink →
5
Apache HiveApache Software Foundation
844464%2,366Google Cloud Dataproc vs Apache Hive →
6
Google Cloud DataflowGoogle
490269%1,659Google Cloud Dataproc vs Google Cloud Dataflow →
7
RayAnyscale
477262%1,251Google Cloud Dataproc vs Ray →
8
Spark SQLApache Software Foundation
389214%994Google Cloud Dataproc vs Spark SQL →
9
TrinoTrino Software Foundation
329181%912Google Cloud Dataproc vs Trino →
10
PrestoLinux Foundation (Presto Foundation)
323177%697Google Cloud Dataproc vs Presto →
11
Spark StreamingApache Software Foundation
318175%604Google Cloud Dataproc vs Spark Streaming →
12
MapReduceApache Software Foundation
276152%650Google Cloud Dataproc vs MapReduce →
13
Apache BeamApache Software Foundation
246135%617Google Cloud Dataproc vs Apache Beam →
14
ClouderaCloudera
208114%751Google Cloud Dataproc vs Cloudera →
15
Apache PigApache Software Foundation
187103%284Google Cloud Dataproc vs Apache Pig →
16
DaskNumFOCUS
183101%294Google Cloud Dataproc vs Dask →
17
Apache StormApache Software Foundation
17295%292Google Cloud Dataproc vs Apache Storm →
18
Kafka StreamsApache Software Foundation
14680%348Google Cloud Dataproc vs Kafka Streams →
19
Amazon EMRAmazon
13675%380Google Cloud Dataproc vs Amazon EMR →
20
Apache ImpalaApache Software Foundation
13675%422soon
21
Spark Structured StreamingApache Software Foundation
10457%209soon
22
DenodoDenodo
6737%197soon
23
Hortonworks Data PlatformCloudera
5530%103soon
24
Azure Stream AnalyticsMicrosoft
5329%105soon
25
StarburstStarburst
4625%265soon
26
MapRHPE
4324%58soon
27
Azure HDInsightMicrosoft
4022%89soon
28
Cloudera Data PlatformCloudera
2815%66soon
29
ksqlDBConfluent
2112%56soon
30
Apache DataFusionApache Software Foundation
2011%98soon
31
Apache SamzaApache Software Foundation
105%29soon
15,275 companies name a distributed processing in their postings.

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31 distributed processing are named by companies instead of Google Cloud Dataproc: 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/google-cloud-dataproc/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

Google Cloud Dataproc alternatives: questions

What is the most used alternative to Google Cloud Dataproc?

Apache Spark: 4,705 companies name it in their own job postings, against 182 for Google Cloud Dataproc.

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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