⚡Stack Radar

IDEs · Reviewed 20 Oct 2026

PyCharm

PyCharm is a Python IDE for web, data, and AI/ML development.

from $10.9 · free tier · jetbrains.com ↗

Paid against free › IDEs › PyCharm

PyCharm at a glance

SEO analysis

Collected Oct 19, 2026

jetbrains.com: an estimated 5,790,031 total monthly visits and about 428,695 monthly organic visits across 45,461 ranking keywords. Scout crawled 15 pages and measured a technical health score of 95/100.

5.8MEstimated total trafficModeled monthly visits45.5KRanking keywordsPublic search sample95/100Technical health15 pages checked68KReferring domainsLive backlink summary

Overview

01

Summary

The useful answer before the supporting detail.

PyCharm is a Python IDE from JetBrains, designed for professional development in Python and SQL, with support for web, data, and AI/ML workflows S56. It is used by developers, data scientists, and educators to write, test, and deploy Python applications, leveraging features like code completion, refactoring, and integrated scientific tools S56. The product offers a free core edition and a paid Pro subscription, providing a scalable solution for individual developers and organizations S1.

02

Product identity and positioning

Name, category, positioning, audience, and first-party claims.

  • Identity: PyCharm is a Python IDE developed by JetBrains S56.
  • Core purpose: It accelerates Python coding with context-aware AI assistance and extensive language support S56.
  • Intended users: It is built for web, data, and AI/ML professionals S56.
  • Product scope: PyCharm is a desktop application, not a platform, offering integrated tools for Python, databases, and scientific libraries S56.
  • Positioning: JetBrains positions PyCharm as the only Python IDE you need S56.
  • Claimed distinction: It claims a unique set of features including reliable refactoring and advanced run configurations S56.
03

Use cases and audiences

Who the product serves and the jobs it is designed to handle.

AudiencePractical use case
Web developersBuild full-stack web applications with Python backend and frontend support S56.
Data scientistsBuild data pipelines, analyze data, and prototype ML models S56.
AI/ML professionalsDevelop and deploy machine learning models with integrated Hugging Face and scientific libraries S56.
EducatorsTeach programming to students using an intuitive IDE S56.

Features

09

Features and capabilities

Core functions and evidence-backed product capabilities.

CapabilityWhat it does
AI AssistantProvides context-aware code completion and generates complete code blocks S56.
Scientific tool supportSupports Jupyter notebooks, Anaconda, and scientific libraries for data analysis and ML S56.
Web framework supportOffers coding assistance for Django, Flask, and FastAPI S56.
Database toolsIncludes rich SQL and NoSQL database support S56.
Version control integrationIntegrates Git and other VCS for history browsing and branch management S56.
Hugging Face integrationSpeeds up machine learning workflows with integrated Hugging Face support S56.
10

Integrations and ecosystem

Connected products, exports, APIs, and workflow compatibility.

Integration or interfaceTypeWhat it enables
Hugging FaceIntegrationSpeeds up machine learning workflows S56.
JupyterIntegrationSupports interactive notebooks for data analysis S56.
GitIntegrationProvides version control for code management S56.
CondaIntegrationManages Python environments S56.
PyTorch, TensorFlowIntegrationSupports deep learning frameworks S56.
Django, Flask, FastAPIIntegrationSupports web framework development S56.
AI AssistantAI interfaceProvides context-aware code completion and automation S56.

Pricing

11

Pricing and plans

Published plans, free access, trials, credits, and pricing limitations.

Plan or offerVerified price and billingIncludedLimits
PyCharm (core)$0, free S1JetBrains AI Free included S1Core Python features only S1
PyCharm Pro (individual)$10.90 per month, billed monthly S1JetBrains AI Free included S1Personal licences for individuals only S1
PyCharm Pro (individual)$109.00 first year, $87.00 second year, $65.00 third year onwards, billed annually S1JetBrains AI Free included S1Personal licences for individuals only S1
PyCharm Pro (organisations)$29.90 per user per month, billed monthly S1JetBrains AI Free included S1None stated S1
PyCharm Pro (organisations)$299.00 per user per year, billed annually S1JetBrains AI Free included S1Perpetual fallback licence with yearly billing S1
Trial30-day free trial for new users S1Not establishedNot established

Competition

12

Competitive landscape

Domains competing for the same organic search demand.

Sampled competitors

CompetitorFirst-page appearancesSampled queriesAverage positionQueries observed
reddit.com223.5agentic framework, accounts jetbrains
youtrack.jetbrains.com214accounts jetbrains
geeksforgeeks.org111agentic framework
getstream.io112agentic framework
g2g.com112accounts jetbrains
truefoundry.com113agentic framework
alignminds.com114agentic framework
sales.jetbrains.com114accounts jetbrains
galileo.ai115agentic framework
blog.jetbrains.com116accounts jetbrains

Website intelligence — Collected evidence

Customers, testimonials, and first-party review claims

No supporting public-page evidence was collected for this category.

Independent review sources discovered

No links to supported independent review platforms were discovered on the collected pages.

14

AI visibility

Measured ChatGPT and Google AI mentions with cited sources.

AI-assistant referral traffic

  • Estimated current generative-AI referral share: 2.2%
MonthSource
—All AI assistants
—All AI assistants
—All AI assistants

Website intelligence — Collected evidence

Site-stated AI capabilities

Page typeEvidenceSource
featuresCLion is a JetBrains IDE for C and C++ that brings everything professional developers need into a single environment, with dedicated support for embedded and automotive development. Built for smooth workflows and productivity, it’s ready for your projects out of the box – from build systems and debuggers to AI that works with you.https://www.jetbrains.com/clion/features/
featuresCLion’s built-in MCP server turns the IDE into a tool your AI agents can work with directly. Any other MCP-compatible tool can connect, too, pulling additional context straight into its own chat.https://www.jetbrains.com/clion/features/
featuresUnlimited AI code completion for freehttps://www.jetbrains.com/clion/features/
featuresJetBrains AI is the name we use to refer to all of the AI-powered features, services, and tools available across JetBrains IDEs. It powers AI Assistant, the coding agent Junie, local AI code completion, and more. Built on a smart mix of local and cloud models, it delivers context-aware assistance that seamlessly integrates with your workflow.https://www.jetbrains.com/idea/features/
featuresJetBrains AI Assistant is built into your IDE to help you code faster and smarter. It suggests code completions, explains code, writes documentation, generates commit messages, and answers questions in context with an AI-powered chat. It supports the leading LLMs and also lets you connect to local models for greater control.https://www.jetbrains.com/idea/features/
featuresJunie is an AI-powered coding agent that works autonomously or alongside developers. You can delegate routine tasks entirely to Junie or collaborate with it on complex ones. Junie evaluates your project, writes code, runs tests when needed, and shares the results for review. By combining JetBrains IDEs with powerful LLMs, Junie solves tasks in minutes that might otherwise take hours.https://www.jetbrains.com/idea/features/
featuresCode faster and smarter with Junie – a personal coding agent built directly into your workflow. Junie autonomously plans, writes, refines, and tests your code, handling tedious tasks so you can focus on bigger challenges and innovation. It works seamlessly alongside JetBrains AI Assistant, which combines context-aware code completion, clear code explanations, intelligent refactoring tips, seamless integration with Jupyter notebooks, and so much more.https://www.jetbrains.com/pycharm/features/
featuresCLion is a JetBrains IDE for C and C++ that brings everything professional developers need into a single environment, with dedicated support for embedded and automotive development. Built for smooth workflows and productivity, it’s ready for your projects out of the box – from build systems and debuggers to AI that works with you.https://www.jetbrains.com/clion/features/
featuresJetBrains AIhttps://www.jetbrains.com/clion/features/
featuresCLion gives you a powerful AI workspace where you can use AI on your terms. Use Junie, Claude, GitHub Copilot, Cursor, Codex, or any agent that supports ACP, all in one place. Bring your own API key (BYOK), connect any MCP-compatible client, and let your agents analyze code, run configurations, and make changes directly in the IDE. And no matter what approach you take, code suggestions are unlimited – no credit consumption, no interruptions.https://www.jetbrains.com/clion/features/
featuresCLion ships with a bundled debugging skill, so your AI agent can walk through breakpoints and variables on its own to track down root causes – and you can add more skills from the library as they arrive.https://www.jetbrains.com/clion/features/
featuresCLion’s built-in MCP server turns the IDE into a tool your AI agents can work with directly. Any other MCP-compatible tool can connect, too, pulling additional context straight into its own chat.https://www.jetbrains.com/clion/features/
featuresUnlimited AI code completion for freehttps://www.jetbrains.com/clion/features/
featuresGet AI suggestions as you type, with clear diffs you can accept or dismiss – no credits consumed, no interruptions.https://www.jetbrains.com/clion/features/
featuresConnect your personal OpenAI or Anthropic account directly – no separate JetBrains AI subscription required.https://www.jetbrains.com/clion/features/
featuresMore about JetBrains AI in IDEshttps://www.jetbrains.com/clion/features/
featuresIntelliJ IDEA uses machine learning to ensure the most relevant suggestion is at the top of the list.https://www.jetbrains.com/idea/features/
featuresJetBrains AIhttps://www.jetbrains.com/pycharm/features/
features](#ai-assistant)[https://www.jetbrains.com/pycharm/features/
features[JetBrains AI](#ai-assistant)[Code Editing](#python-code-editing)[Databases](#database-and-sql)[Language Support](#language-support)[Profiling](#python-profiler)[Testing](#testing)[Refactoring](#refactoring)[Debugger](#debugging)https://www.jetbrains.com/pycharm/features/

These are first-party product claims, not independent measurements of AI-search visibility.

15

Marketing opportunities

Actions calculated directly from the collected evidence.

OpportunityRecommended actionEvidence
Competitor gapReview the sampled queries where reddit.com appears.2 first-page appearances across agentic framework, accounts jetbrains

Website intelligence — Collected evidence

Website evidence gaps

  • pricing: no usable public page was collected; verify whether the site publishes this evidence.
  • customers: no usable public page was collected; verify whether the site publishes this evidence.
  • reviews: no usable public page was collected; verify whether the site publishes this evidence.
  • changes: no usable public page was collected; verify whether the site publishes this evidence.
  • identity: no usable public page was collected; verify whether the site publishes this evidence.
  • technical: no usable public page was collected; verify whether the site publishes this evidence.

Trust and proof

16

Customers, proof, and reviews

Published proof, customer signals, and review evidence.

Independent reviews

PlatformPageHow it was foundNote
G2JetBrains Products / Read 5029 Reviews on G2Grounded web searchJetBrains Products / Read 5029 Reviews on G2 # JetBrains 5,029 reviews - 26 profiles - 25 categories Average star rating 4.5 #1 in 2 categories Grid® leader Serving customers since 2000 ... Debugging in IntelliJ IDEA
CapterraIntelliJ IDEA Pricing, Cost & Reviews - Capterra Singapore 2026Grounded web search### Overall rating Based on 1,262 reviews 4.7 ... ### Reviews sentiment ... Positive 98% ... Neutral 1% ... Negative 0% ... JetBrains provides the best IDE experience I have ever used. I have used them for over 7 years now. The code intelligence, refactoring, and built-in database tools are top-tier. It does require decent RAM and a few seconds for initial indexing
Product HuntJetBrains: A suite of intelligent development tools / Product HuntGrounded web searchReviewers see JetBrains as a polished, developer-first IDE ecosystem that helps people work faster through strong code completion, refactoring, navigation, debugging, and Git tools. Users repeatedly praise IntelliJ, WebStorm, PhpStorm, Rider, and PyCharm for deep language support, stability, and handling large codebases well, though some say the apps can feel slow, invasive, or take time to learn. Founders of tools like Kilo Code and Zencoder also highlight its integrated workflows and clean fit
RatingFactsJetbrains Reviews / Read 48 Customer Ratings of jetbrains.com / RatingFactsGrounded web searchReviews highlight high-quality development tools and excellent customer support, alongside recurring issues with pricing and bugs. Users appreciate the powerful features and IDE performance, while some report dissatisfaction with licensing policies and unresolved technical problems. Mixed experiences reflect both strong product capabilities and areas for improvement in consistency and affordability. ... - Expensive pricing - Bug-ridden software - Heavy software - Poor git integration
toolradar.comJetbrains Reviews, Pricing & Alternatives (2026) - 4.5/5Grounded web search4.5(5,053 across the web) Paid Visit Website Reviews on G2 5,054 reviews ... ## Ratings Across the Web 4.5(5,053 reviews) Jetbrains holds an aggregate rating of 4.5 out of 5 from 5,053 reviews across G2, last checked September 7, 2026. Toolradar

Customer proof

No named customers, testimonials, or customer case studies were found.

Independent mentions

External links were grounded in one live web search. Search snippets are leads, not independently scraped page content; rejected links remain available in Review evidence.

17

Company, security, and trust

Ownership, policies, security signals, and public trust evidence.

SignalFindingSource
Company and ownershipFounder of Astral, creator of Ruff and uvsource
Contact and supportNot published on the collected pages.—
Legal and privacyWith your consent, JetBrains may also use cookies and your IP address to collect individual statistics and provide you with personalized offers and ads subject to the Privacy Notice and the Terms of Use. JetBrains may ussource
Security and complianceJetBrains tools adhere to industry-leading security standards, including SOC 2 attestation, ensuring your organization’s data is protected and our products are compliant with global regulations. All SOC 2 reports, penetrsource
Uptime and status pageNot published on the collected pages.—
Domain registered2001-11-09—
Domain expires2028-11-09—

Not found on the collected pages: contact and support, uptime and status page. This only means Scout did not find it on the pages it read; it says nothing about the company itself.

18

Documentation and product updates

Help resources, product guidance, and visible changes over time.

Resource or updateTypeWhat is availableDate or freshness
Documentation and Videos - dotCoverDocumentation.NET code coverage and continuous testing tool. Supports MSTest, NUnit, xUnit, and MSpec. Integrates with Visual Studio and ReSharper (source)Not dated
PyCharm: The only Python IDE you needChangelogPublic product change history. (source)Not dated
Documentation and Videos - dotCoverChangelogPublic product change history. (source)Not dated
Features / DataloreChangelogPublic product change history. (source)Not dated
Features - dotPeekChangelogPublic product change history. (source)Not dated

Not found in the collected public sources: public roadmap, status page, separate help center or knowledge base.

Technical

19

Technical and delivery signals

Delivery model, platforms, API, data ownership, reliability claims and release activity.

SignalFindingSource
Delivery model (cloud, self-hosted, desktop, browser extension)PyCharm is a desktop application S56.S56
Platforms and appsNot published on the collected pages.—
API and extensibility (API, SDK, webhooks, MCP, plugins)Not published on the collected pages.—
Data ownership and exportNot published on the collected pages.—
Performance and reliability claimsNot published on the collected pages.—
Release activityNot published on the collected pages.—
20

Measured infrastructure

Domain, certificate, and hosting signals, measured directly.

SignalFinding
Domain registered2001-11-09 — Network Solutions, LLC
Domain expires2028-11-09
First archived2003-07-19 — web archive
TLS certificateAmazon, valid, expires 2027-01-12
Security headersHSTS, X-Content-Type-Options, X-Frame-Options
Headers not servedCSP, Referrer-Policy
Server headernginx
Mail handled byaspmx.l.google.com, alt2.aspmx.l.google.com
Nameserversns-613.awsdns-12.net, ns-1701.awsdns-20.co.uk
21

Technical site audit

A bounded multi-page crawl with page-level issues and URLs.

Scout — Bounded technical crawl

  • Pages crawled: 15 of 15 maximum
  • Technical health: 95/100
  • Critical issues: 0
  • Warnings: 12
  • Notices: 9

Issues

SeverityIssueValueAffected URL
noticeMeta description length should be reviewed191https://www.jetbrains.com/
noticeMeta description length should be reviewed191https://www.jetbrains.com/
warningMissing meta description—https://www.jetbrains.com/store/
warningPage should have one primary H10https://www.jetbrains.com/store/
noticeLow visible word count1https://www.jetbrains.com/store/
warningPage should have one primary H12https://www.jetbrains.com/idea/
noticeMeta description length should be reviewed182https://www.jetbrains.com/datagrip/
warningTitle length should be reviewed70https://www.jetbrains.com/rider/
noticeMeta description length should be reviewed173https://www.jetbrains.com/clion/
warningPage should have one primary H13https://www.jetbrains.com/clion/
warningPage should have one primary H10https://www.jetbrains.com/teamcity/
noticeLow visible word count3https://www.jetbrains.com/teamcity/
noticeMeta description length should be reviewed255https://www.jetbrains.com/youtrack/
warningPage should have one primary H10https://www.jetbrains.com/youtrack/
noticeLow visible word count3https://www.jetbrains.com/youtrack/
warningPage should have one primary H10https://www.jetbrains.com/qodana/
noticeLow visible word count4https://www.jetbrains.com/qodana/
warningDuplicate title in audit sample2https://www.jetbrains.com/
warningDuplicate title in audit sample2https://www.jetbrains.com/
warningDuplicate meta description in audit sample2https://www.jetbrains.com/
warningDuplicate meta description in audit sample2https://www.jetbrains.com/

Crawled pages

StatusTitleH1sWordsResponseURL
200JetBrains: Essential tools for software developers and teams1132120 mshttps://www.jetbrains.com/
200JetBrains: Essential tools for software developers and teams1132115 mshttps://www.jetbrains.com/
200Monthly and yearly plans with JetBrains Toolbox01109 mshttps://www.jetbrains.com/store/
200JetBrains Air: One system for building software with agents177188 mshttps://www.jetbrains.com/air/
200The Java and Kotlin IDE for You and Your Agents21235119 mshttps://www.jetbrains.com/idea/
200PyCharm: The only Python IDE you need1130728 mshttps://www.jetbrains.com/pycharm/
200WebStorm: The JavaScript and TypeScript IDE, by JetBrains1111138 mshttps://www.jetbrains.com/webstorm/
200DataGrip \JetBrains for Data193615 ms
200Rider: the cross-platform .NET and game development IDE from JetBrains1130232 mshttps://www.jetbrains.com/rider/
200CLion: A cross-platform IDE for C and C++3143118 mshttps://www.jetbrains.com/clion/
200JetBrains IDEs: enjoy an exceptional developer experience1154234 mshttps://www.jetbrains.com/ides/
200JetBrains Kotlin Ecosystem — Build across platforms. Your way.1101529 mshttps://www.jetbrains.com/kotlin-ecosystem/
200TeamCity \CI/CD solution by JetBrains0368 ms
200YouTrack: Project management for all your teams0364 mshttps://www.jetbrains.com/youtrack/
200Qodana: Static Code Analysis Tool by JetBrains0414 mshttps://www.jetbrains.com/qodana/

This is a bounded Scout crawl. Core Web Vitals and Lighthouse scores are not claimed unless a dedicated performance audit is connected.

22

Search Console and Analytics

First-party search and behavioral data connection state.

Modeled acquisition channels

ChannelEstimated share
direct40.1%
search44.9%
search organic40.9%
search paid4.0%
social5.5%
social organic4.5%
social paid1.0%
referrals4.7%
paid referrals1.1%
mail1.4%
gen ai2.2%
affiliate0.0%
other0.0%

First-party connections

IntegrationStatusData available after connection
Google Search ConsoleNot connectedClicks, impressions, CTR, average position, queries, pages, countries, and devices
Google AnalyticsNot connectedOrganic sessions, engagement, landing pages, conversions, geography, and devices

No first-party Search Console or Analytics numbers are shown until the site owner authorizes the corresponding Google account. Scout traffic model values above are modeled estimates, not private analytics totals.

Limits and method

23

Limitations and open questions

Known constraints and missing evidence from the collected pages.

The collected pages do not mention specific competitors. Evidence gaps include lack of detailed platform support, API documentation, and security certifications. Open questions remain about the exact AI allowance and enterprise features.

24

Sources, method, and limitations

Evidence inventory, collection method, provider use, and constraints.

This report is based on 12 of 15 collected pages from jetbrains.com, including product pages, feature pages, and pricing pages. The evidence catalog includes 180 items, but only a subset relevant to PyCharm was used. External proof search was enabled but did not verify any additional facts. Limitations include incomplete coverage of documentation and lack of independent reviews.

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