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Apache Spark

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Open-source multi-language engine for data engineering, data science and machine learning.

Data WarehouseWilmington, Delaware5,000+ employeesFounded 2010

#26 of 39 in Data Warehouse

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Visibility score
0.9%
New vs last week
Weekly run · Nov 3

Data collected ·ChatGPT, Perplexity, Google AI Mode·coverage 100%·next run

  • Apache Spark ranks #26 of 39 in Data Warehouse with an AI visibility score of 0.9 (SlateIndex, Nov 3, 2026).
  • Apache Spark is most visible on ChatGPT (1.9) and least on Perplexity (0).
  • AI engines name Apache Spark in 2 of the 30 Data Warehouse buyer prompts SlateIndex tracks.
  • apache.org is the source AI engines cite most in answers about Apache Spark, with 2 citations.

About

Company details for Apache Spark

Apache Spark is an open-source, multi-language engine for data engineering, data science and machine learning. It runs on single machines or on clusters, with modules for SQL, a pandas API, machine learning, graph processing and streaming. The project is hosted by the Apache Software Foundation under the Apache License 2.0. It ranks #26 of 39 in Data Warehouse on SlateIndex and has a visibility score of 0.9 in the latest weekly run.

Founded in 2010 and headquartered in Wilmington, Delaware, the company employs 5,000+ people.

Categories
Data Warehouse
Company size
5,000+ employees
Headquarters
Wilmington, Delaware
Founded
2010
Company type
Open source project
Deployment
Runs on single machines or on clusters: standalone, Hadoop YARN, Apache Mesos or Kubernetes.
Platforms
Windows, macOS, Linux
Languages
4 supported

Read from en.wikipedia.org, databricks.com, capterra.com, spark.apache.org, github.com, linkedin.com · refreshed Nov 3, 2026.

AI visibility

Latest weekly run · Nov 3 · next run Nov 9

Visibility score
0.9%
across Data Warehouse answers, weighted by position
ChatGPT1.9%
AI Mode0.9%
Perplexity0%
Change
New
vs last week’s run
Category rank
#26 of 39
in Data Warehouse
Mentions
3
in this week’s run
Share of voice
0.5%
of AI mentions in Data Warehouse

Visibility score trend

Weekly runs over the last 60 days, with up to 7 competitors. Click a name to hide or show its line.

Now0.9%
30-day change—
High · low0.9% · 0.9%
Rank#26
0%25%50%75%100%Nov 3Apache Spark 1%

Changes appear after the second weekly run in Data Warehouse. Snowflake leads the category at 68.6%.

AI mentions & citations

Recent answers that name Apache Spark

All prompts

Compare the leading data warehouse platforms

Strong Apache Spark and distributed processing capabilities.

ChatGPT · run of Nov 3

How do companies store and query business data at scale without a dedicated tool?

Apache Spark for distributed processing.

ChatGPT · run of Nov 3

How do companies store and query business data at scale without a dedicated tool?

Distributed Compute Frameworks: For massive workloads, engineers write code in Apache Spark or Dask to distribute query execution across a cluster of commodity virtual machines rather than relying on a single database…

Google AI Mode · run of Nov 3

Products & features

What Apache Spark sells

Spark SQL

SQL module for structured data processing.

pandas API on Spark

pandas-style API that runs on Spark.

MLlib

Machine learning module.

GraphX

Graph processing module.

Structured Streaming

Streaming processing module.

Strengths engines cite

  • Strong distributed processing capabilities for massive workloads
  • Distributes query execution across a cluster of commodity machines

Funding & recent developments

Funding

Latest known roundTotal raised
——

Recent developments

  1. Oct 2026ProductSpark 4.3.0 released

    Apache Spark 4.3.0 was released.

  2. Oct 2026ProductSpark 4.2.1, 4.1.4 and 4.0.5 released

    Releases 4.2.1, 4.1.4 and 4.0.5 were issued on the same day.

  3. Jul 2026ProductApache Spark Kubernetes Operator 1.0.0 released

    Version 1.0.0 of the Spark Kubernetes Operator was released.

  4. Jul 2026ProductSpark 4.2.0 released

    Adds GEOMETRY and GEOGRAPHY types and change data capture.

  5. Dec 2025ProductSpark 4.1.0 released

    Adds Spark Declarative Pipelines.

Competitive landscape

How Apache Spark compares with its top three alternatives

All alternatives

Apache Spark most often appears alongside Snowflake, BigQuery, PostgreSQL in AI answers.

vsApache Spark vs Snowflake0.9% vs 68.6% visibility · Snowflake leadsFull comparison vsApache Spark vs BigQuery0.9% vs 63.6% visibility · BigQuery leadsFull comparison vsApache Spark vs PostgreSQL0.9% vs 49% visibility · PostgreSQL leadsFull comparison
BrandVisibilityShare of voicevs last weekStarting price
Apache Spark0.9%0.5%NewPricing not available
Snowflake68.6%11.3%NewContact sales
BigQuery63.6%12%NewPricing not available
PostgreSQL49%12.6%NewPricing not available
AWS35.7%7.5%NewPricing not available

Cite as: SlateIndex, “Apache Spark AI visibility profile”, https://slateindex.ai/brand/apache-spark, data of Nov 3, 2026. Licence: CC BY 4.0.