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Databases · head to head

Apache Doris vs PyCharm

Apache Doris logo

Apache Doris

Databases

MPP analytical database with a MySQL wire protocol and sub-second aggregation on wide tables

From
Free
Free plan
Yes
Visit Apache DorisFull review
PyCharm logo

PyCharm

Developer Tools

The IDE for Professional Python Development

From
Free
Free plan
Yes
Visit PyCharmFull review

The short version

  • PyCharm is a dedicated Python Integrated Development Environment.
  • Apache Doris is free; PyCharm starts at $24.9/mo.
  • Only Apache Doris lists MySQL wire protocol; only PyCharm lists intelligent code editor.
  • Where PyCharm falls short: exact pricing for Pro edition not available on homepage.
  • Prices and features on this page were last checked on 13 November 2026.

Where they differ

Only the attributes on which Apache Doris and PyCharm actually diverge.

Attributes where Apache Doris and PyCharm differ
AttributeApache DorisPyCharm
Pricing modelOpen source, no licence feeSubscription
PlatformsLinux, Self-hostedWindows, macOS, Linux
CategoryDatabasesDeveloper Tools

Identical on both: starting price (Free), free tier (Yes).

Not yet recorded: founded for Apache Doris.

What each one covers

Drawn from each product's published feature list. An absence here means we hold no record of it - not that the product lacks it.

Only in Apache Doris

  • MySQL wire protocol
  • Aggregate and unique key models
  • Materialised views
  • Multi-catalogue federation
  • Routine load from Kafka
  • Compute storage separation
  • Inverted indexes
  • Workload groups

Only in PyCharm

  • Intelligent code editor
  • Smart code navigation
  • Fast and safe refactorings
  • Debugging and testing
  • VCS integration
  • Scientific development tools
  • Web development support
  • Database tools

What people use each for

The jobs each tool is most often brought in to do.

Apache Doris

  • A team whose MySQL read replica can no longer serve reporting queries and wants an OLAP engine its existing drivers already speaknot PyCharm
  • A real-time dashboard backend needing sub-second aggregation over billions of rows with hundreds of concurrent usersnot PyCharm
  • An ad or ecommerce platform that needs updates and deletes on analytical tables, which append-only OLAP engines handle badlynot PyCharm
  • A data team that wants one SQL endpoint over both internal tables and existing Hive or Iceberg tables in the lakenot PyCharm

PyCharm

  • Python developmentnot Apache Doris
  • Data science projectsnot Apache Doris
  • Web developmentnot Apache Doris
  • Machine learningnot Apache Doris
  • Scientific computingnot Apache Doris

Where each one falls short

Documented limitations, not opinions. Every one is a constraint you would hit in normal use.

Apache Doris

  • Two competing commercial vendors, VeloDB and SelectDB, were founded by overlapping core contributors, which makes the long-term governance and roadmap of the project harder to predict than a single-sponsor project
  • A large share of design discussion, issue reports and documentation detail originates in Chinese, so teams that do not read it get a thinner picture of known problems and workarounds
  • Operating a cluster means managing frontend and backend node roles, tablet balancing and compaction tuning, and compaction backlogs under heavy upsert load are a recurring production complaint
  • The MySQL protocol compatibility is at the wire level, not full MySQL semantics, so queries and functions still need porting and the familiarity can mislead
  • Managed cloud availability outside China and major clouds is limited compared with ClickHouse or Snowflake, so many Western adopters end up self-hosting whether they wanted to or not

PyCharm

  • Exact pricing for Pro edition not available on homepage
  • Community edition free but limited to open-source projects only
  • Professional edition pricing requires visiting buy page

Pricing, plan by plan

Apache Doris

Free
  • Apache DorisFree
    • Apache 2.0 licence with no usage restrictions
    • All engine features included
    • Community support via mailing list and Slack

PyCharm

Free
  • CommunityFree
    • Intelligent Python editor
    • Graphical debugger and test runner
    • Navigation and refactoring
  • Professional$24.9/mo
    • Everything in Community
    • Web development frameworks
    • Database tools

Which should you pick?

Choose Apache Doris if

  • You need mysql wire protocol.
  • You want to start without paying.
  • You work on Linux, Self-hosted.
  • You also want aggregate and unique key models.
Apache Doris review

Choose PyCharm if

  • You need intelligent code editor.
  • You want to start without paying.
  • You work on Windows, macOS, Linux.
  • You also want smart code navigation.
PyCharm review

Questions people ask

Is Apache Doris or PyCharm better?
Neither clearly leads. Apache Doris starts at Free and PyCharm at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Apache Doris or PyCharm?
Apache Doris starts at Free and PyCharm at Free.
Does Apache Doris or PyCharm run on more platforms?
Apache Doris runs on Linux, Self-hosted. PyCharm runs on Windows, macOS, Linux.
Can I use Apache Doris for free?
Both have a free tier, so you can try either at no cost before committing.
What is Apache Doris best used for?
Apache Doris is most often used for a team whose mysql read replica can no longer serve reporting queries and wants an olap engine its existing drivers already speak, a real-time dashboard backend needing sub-second aggregation over billions of rows with hundreds of concurrent users, an ad or ecommerce platform that needs updates and deletes on analytical tables, which append-only olap engines handle badly, a data team that wants one sql endpoint over both internal tables and existing hive or iceberg tables in the lake. Of those, a team whose mysql read replica can no longer serve reporting queries and wants an olap engine its existing drivers already speak and a real-time dashboard backend needing sub-second aggregation over billions of rows with hundreds of concurrent users are not what PyCharm is typically brought in for.
What can Apache Doris do that PyCharm cannot?
Apache Doris covers MySQL wire protocol, Aggregate and unique key models, Materialised views, Multi-catalogue federation. PyCharm covers Intelligent code editor, Smart code navigation, Fast and safe refactorings, Debugging and testing.

Answered from the vendors’ own pages

Apache Doris: Is Apache Doris really free?

Yes, it is Apache 2.0 with no usage restrictions. The commercial products are managed services from VeloDB and SelectDB.

PyCharm: How much does PyCharm cost?

PyCharm offers a free Community edition plus a Professional edition with a one-month free trial of Pro features included. Exact Pro pricing is available on JetBrains' buy page.

Source
Apache Doris: Can I use my MySQL tools with it?

Yes, it implements the MySQL wire protocol, so clients and BI connectors attach without a new driver, though SQL semantics differ.

PyCharm: Is there a free version of PyCharm?

Yes, PyCharm Community Edition is completely free. All new downloads also include one month of PyCharm Professional included free.

Source
Apache Doris: How does it compare with ClickHouse?

Doris handles updates and high concurrency more comfortably; ClickHouse is generally faster on raw single-query scan throughput and has far wider Western support.

Apache Doris: Who maintains it?

The Apache Software Foundation project, with most committers employed by VeloDB or SelectDB.

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