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Apache Hive alternatives_

As of 4 November 2026, 31 distributed processing are named by companies instead of Apache Hive: 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 Hive, companies in postings
844
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 Hive

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

#AlternativeCompaniescompaniesvs Apache Hivepostings, 90 dCompare
1
Apache SparkApache Software Foundation
4,705557%17,434Apache Hive vs Apache Spark →
2
PySparkApache Software Foundation
2,336277%7,586Apache Hive vs PySpark →
3
Apache HadoopApache Software Foundation
1,762209%8,057Apache Hive vs Apache Hadoop →
4
Apache FlinkApache Software Foundation
943112%2,546Apache Hive vs Apache Flink →
5
Google Cloud DataflowGoogle
49058%1,659Apache Hive vs Google Cloud Dataflow →
6
RayAnyscale
47757%1,251Apache Hive vs Ray →
7
Spark SQLApache Software Foundation
38946%994Apache Hive vs Spark SQL →
8
TrinoTrino Software Foundation
32939%912Apache Hive vs Trino →
9
PrestoLinux Foundation (Presto Foundation)
32338%697Apache Hive vs Presto →
10
Spark StreamingApache Software Foundation
31838%604Apache Hive vs Spark Streaming →
11
MapReduceApache Software Foundation
27633%650Apache Hive vs MapReduce →
12
Apache BeamApache Software Foundation
24629%617Apache Hive vs Apache Beam →
13
ClouderaCloudera
20825%751Apache Hive vs Cloudera →
14
Apache PigApache Software Foundation
18722%284Apache Hive vs Apache Pig →
15
DaskNumFOCUS
18322%294Apache Hive vs Dask →
16
Google Cloud DataprocGoogle
18222%563Apache Hive vs Google Cloud Dataproc →
17
Apache StormApache Software Foundation
17220%292Apache Hive vs Apache Storm →
18
Kafka StreamsApache Software Foundation
14617%348Apache Hive vs Kafka Streams →
19
Amazon EMRAmazon
13616%380Apache Hive vs Amazon EMR →
20
Apache ImpalaApache Software Foundation
13616%422soon
21
Spark Structured StreamingApache Software Foundation
10412%209soon
22
DenodoDenodo
678%197soon
23
Hortonworks Data PlatformCloudera
557%103soon
24
Azure Stream AnalyticsMicrosoft
536%105soon
25
StarburstStarburst
465%265soon
26
MapRHPE
435%58soon
27
Azure HDInsightMicrosoft
405%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 Hive: 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-hive/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 Hive alternatives: questions

What is the most used alternative to Apache Hive?

Apache Spark: 4,705 companies name it in their own job postings, against 844 for Apache Hive.

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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