Dask alternatives
As of 4 November 2026, 31 distributed processing are named by companies instead of Dask: 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.
- Dask, companies in postings
- 183
- Most used alternative
- Apache Spark · 4,705
- Fastest hiring, 90 days
- Apache Spark
- Alternatives ranked
- 31
- Catalogue
- T-1.0.1-prov
distributed processing companies choose instead of Dask
Companies naming each tool in their own postings, and postings in the last 90 days. Bars are relative to the category leader.
| # | Alternative | Companies | companies | vs Dask | postings, 90 d | Compare |
|---|---|---|---|---|---|---|
| 1 | Apache SparkApache Software Foundation | 4,705 | 2571% | 17,434 | Dask vs Apache Spark → | |
| 2 | PySparkApache Software Foundation | 2,336 | 1277% | 7,586 | Dask vs PySpark → | |
| 3 | Apache HadoopApache Software Foundation | 1,762 | 963% | 8,057 | Dask vs Apache Hadoop → | |
| 4 | Apache FlinkApache Software Foundation | 943 | 515% | 2,546 | Dask vs Apache Flink → | |
| 5 | Apache HiveApache Software Foundation | 844 | 461% | 2,366 | Dask vs Apache Hive → | |
| 6 | Google Cloud DataflowGoogle | 490 | 268% | 1,659 | Dask vs Google Cloud Dataflow → | |
| 7 | RayAnyscale | 477 | 261% | 1,251 | Dask vs Ray → | |
| 8 | Spark SQLApache Software Foundation | 389 | 213% | 994 | Dask vs Spark SQL → | |
| 9 | TrinoTrino Software Foundation | 329 | 180% | 912 | Dask vs Trino → | |
| 10 | PrestoLinux Foundation (Presto Foundation) | 323 | 177% | 697 | Dask vs Presto → | |
| 11 | Spark StreamingApache Software Foundation | 318 | 174% | 604 | Dask vs Spark Streaming → | |
| 12 | MapReduceApache Software Foundation | 276 | 151% | 650 | Dask vs MapReduce → | |
| 13 | Apache BeamApache Software Foundation | 246 | 134% | 617 | Dask vs Apache Beam → | |
| 14 | ClouderaCloudera | 208 | 114% | 751 | Dask vs Cloudera → | |
| 15 | Apache PigApache Software Foundation | 187 | 102% | 284 | Dask vs Apache Pig → | |
| 16 | Google Cloud DataprocGoogle | 182 | 99% | 563 | Dask vs Google Cloud Dataproc → | |
| 17 | Apache StormApache Software Foundation | 172 | 94% | 292 | Dask vs Apache Storm → | |
| 18 | Kafka StreamsApache Software Foundation | 146 | 80% | 348 | Dask vs Kafka Streams → | |
| 19 | Amazon EMRAmazon | 136 | 74% | 380 | Dask vs Amazon EMR → | |
| 20 | Apache ImpalaApache Software Foundation | 136 | 74% | 422 | soon | |
| 21 | Spark Structured StreamingApache Software Foundation | 104 | 57% | 209 | soon | |
| 22 | DenodoDenodo | 67 | 37% | 197 | soon | |
| 23 | Hortonworks Data PlatformCloudera | 55 | 30% | 103 | soon | |
| 24 | Azure Stream AnalyticsMicrosoft | 53 | 29% | 105 | soon | |
| 25 | StarburstStarburst | 46 | 25% | 265 | soon | |
| 26 | MapRHPE | 43 | 23% | 58 | soon | |
| 27 | Azure HDInsightMicrosoft | 40 | 22% | 89 | soon | |
| 28 | Cloudera Data PlatformCloudera | 28 | 15% | 66 | soon | |
| 29 | ksqlDBConfluent | 21 | 11% | 56 | soon | |
| 30 | Apache DataFusionApache Software Foundation | 20 | 11% | 98 | soon | |
| 31 | Apache SamzaApache Software Foundation | 10 | 5% | 29 | soon |
Filter on any of them, or on Dask users who also name an alternative, and open the person who owns the stack.
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31 distributed processing are named by companies instead of Dask: 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/dask/alternatives)
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.
Dask alternatives: questions
What is the most used alternative to Dask?
Apache Spark: 4,705 companies name it in their own job postings, against 183 for Dask.
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.
Get these companies your way
The same data as a search, over MCP and the API, as bulk files, or pushed to you as it changes.
Every company on Dask
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