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Tools · distributed processing · Alternatives

Apache Pig alternatives

As of 4 November 2026, 31 distributed processing are named by companies instead of Apache Pig: 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 Pig, companies in postings
187
Most used alternative
Apache Spark · 4,705
Fastest hiring, 90 days
Apache Spark
Alternatives ranked
31
Catalogue
T-1.0.1-prov
01Ranked by evidence

distributed processing companies choose instead of Apache Pig

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

#AlternativeCompaniescompaniesvs Apache Pigpostings, 90 dCompare
1
Apache SparkApache Software Foundation
4,7052516%17,434Apache Pig vs Apache Spark →
2
PySparkApache Software Foundation
2,3361249%7,586Apache Pig vs PySpark →
3
Apache HadoopApache Software Foundation
1,762942%8,057Apache Pig vs Apache Hadoop →
4
Apache FlinkApache Software Foundation
943504%2,546Apache Pig vs Apache Flink →
5
Apache HiveApache Software Foundation
844451%2,366Apache Pig vs Apache Hive →
6
Google Cloud DataflowGoogle
490262%1,659Apache Pig vs Google Cloud Dataflow →
7
RayAnyscale
477255%1,251Apache Pig vs Ray →
8
Spark SQLApache Software Foundation
389208%994Apache Pig vs Spark SQL →
9
TrinoTrino Software Foundation
329176%912Apache Pig vs Trino →
10
PrestoLinux Foundation (Presto Foundation)
323173%697Apache Pig vs Presto →
11
Spark StreamingApache Software Foundation
318170%604Apache Pig vs Spark Streaming →
12
MapReduceApache Software Foundation
276148%650Apache Pig vs MapReduce →
13
Apache BeamApache Software Foundation
246132%617Apache Pig vs Apache Beam →
14
ClouderaCloudera
208111%751Apache Pig vs Cloudera →
15
DaskNumFOCUS
18398%294Apache Pig vs Dask →
16
Google Cloud DataprocGoogle
18297%563Apache Pig vs Google Cloud Dataproc →
17
Apache StormApache Software Foundation
17292%292Apache Pig vs Apache Storm →
18
Kafka StreamsApache Software Foundation
14678%348Apache Pig vs Kafka Streams →
19
Amazon EMRAmazon
13673%380Apache Pig vs Amazon EMR →
20
Apache ImpalaApache Software Foundation
13673%422soon
21
Spark Structured StreamingApache Software Foundation
10456%209soon
22
DenodoDenodo
6736%197soon
23
Hortonworks Data PlatformCloudera
5529%103soon
24
Azure Stream AnalyticsMicrosoft
5328%105soon
25
StarburstStarburst
4625%265soon
26
MapRHPE
4323%58soon
27
Azure HDInsightMicrosoft
4021%89soon
28
Cloudera Data PlatformCloudera
2815%66soon
29
ksqlDBConfluent
2111%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.

Filter on any of them, or on Apache Pig users who also name an alternative, and open the person who owns the stack.

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Start free, no card. The first 20 are above; e-mails are verified at the mail server when you open them.

Cite this

Quote the sentence with the date and the link. The numbers change daily; the link always shows the current ones.

31 distributed processing are named by companies instead of Apache Pig: 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-pig/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 Pig alternatives: questions

What is the most used alternative to Apache Pig?

Apache Spark: 4,705 companies name it in their own job postings, against 187 for Apache Pig.

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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