⚡Stack Radar

Data Notebooks · Reviewed 26 Oct 2026

JetBrains Datalore

Collaborative Jupyter-compatible data science platform with smart coding assistance.

free tier · jetbrains.com ↗

Paid against free › Data Notebooks › JetBrains Datalore

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.

Datalore is a collaborative data science platform from JetBrains that streamlines insight delivery S45. Data teams use it to explore, analyze, visualize, and share data, with Jupyter-compatible notebooks and smart coding assistance for Python, Kotlin, Scala, and R S45 S41. Its practical value lies in reducing manual coding through AI assistance, enabling real-time collaboration, and providing flexible deployment options including cloud and on-premises S45.

02

Product identity and positioning

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

  • Identity: JetBrains Datalore, a collaborative data science platform S45.
  • Core purpose: Streamlines insight delivery by reducing manual coding and enabling actionable insights S41 S45.
  • Intended users: Data teams of various sizes and industries S41.
  • Product scope: A web-based notebook platform, not a full IDE suite; includes notebooks, environment manager, and sharing features S41.
  • Positioning: Positioned as your data team's platform for exploring, analyzing, visualizing, and sharing data S41.
  • Claimed distinction: Jupyter-compatible with smart coding assistance and AI features S45.
03

Use cases and audiences

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

AudiencePractical use case
Data teamsExplore, analyze, visualize, and share data collaboratively S41.
Data analystsConnect to databases, query with SQL, and continue analysis in Python within the same notebook S45.
Data scientistsUse Jupyter-compatible notebooks with smart coding assistance for Python, Kotlin, Scala, and R S45.
Teams needing reportingDeliver regular report updates by configuring automatic schedules S41.

Features

09

Features and capabilities

Core functions and evidence-backed product capabilities.

CapabilityWhat it does
Jupyter-compatible notebooksWork with familiar .ipynb files while enjoying smart Datalore features S41.
Smart coding assistanceWrite Python, SQL, and R code faster with AI assistance and error fixing S45.
Real-time collaborationCollaborate on code in real time with your team S45 S41.
Database connections and SQL cellsConnect to databases, browse schemas, and query data using native SQL cells S45.
Environment managerStart from preconfigured and isolated pip and conda environments, and customize as you go S41.
Versioning and checkpointsTrack progress with history checkpoints, compare versions, and revert to previous checkpoints S41.
Scheduled reportsDeliver regular report updates by configuring automatic schedules S41.
Notebook exportExport notebooks for sharing or further use S41.
10

Integrations and ecosystem

Connected products, exports, APIs, and workflow compatibility.

Integration or interfaceTypeWhat it enables
JupyterCompatibilityWork with familiar .ipynb files while enjoying smart Datalore features S41.
DatabasesIntegrationConnect to a wide range of databases from the interface, browse schema, and query with SQL cells S45.
Notebook exportData portabilityExport notebooks for sharing or further use S41.
Environment managerIntegrationStart from preconfigured and isolated pip and conda environments S41.

Pricing

11

Pricing and plans

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

Plan or offerVerified price and billingIncludedLimits
Cloud Free$0 S1120 CPU S machine hours; 10 GB storage S1Two notebooks in parallel; one workspace; one interactive report S1
Cloud$29.17 per user per month billed annually; $35.00 billed monthly S1750 CPU L machine hours and 6 Datalore credits per member; Datalore AI; real-time collaboration; scheduled notebooks; unlimited reports and database connections S1Not established
On-PremisesContact sales S1Your own compute; self-hosted or dedicated instance; SSO; audit logs; unlimited free viewers S1Not 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
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. ... Common concerns - Expensive pricing - Bug-ridden software - Heavy software - Poor git
glassdoor.comJetBrains - If you have the initiative - it’s a great place / GlassdoorGrounded web searchYou can learn and grow professionally. You have great opportunities to take the initiative, to make your own decisions and to have high impact on the final product even being a developer. ... is in many cases higher than in FAANG) Sometimes too much

Customer proof

Proof typeNamed customer or sourceEvidence
Case studyblog.jetbrains.comcustomer case study — The JetBrains Toolbox App is the single entry point for developing using JetBrains IDEs. (JetBrains Toolbox Case Study: Moving 1M users to Kotlin & Compose Multiplatform - The JetBrains Blog)

Independent mentions

  • Jetbrains is among the very few companies I’ll trust for the time being / Hacker News — "For the time being" is an understatement. The company has been around for 20+ years, and while I haven't used TeamCity, if it is anything like their other products, you can be certain it is built with a high level of attention to detail and that that won't change anytime soon. It is one of the few companies left I license stuff from. ... Yeah, but this is JetBrains. They are one of the few companies whose products are so much better than anyone else’s that I’d pay for them, even as an independe
  • I’m a web developer. My company pays for JetBrains IntelliJ for me. And I love i... / Hacker News — I’m a web developer. My company pays for JetBrains IntelliJ for me. And I love it. But, if I had to pay for it out of my own pocket, I’d use VS Code instead. I’ve used both and IntelliJ is superior to VS Code, but not to such an extent that I would pay my own money for it. But I’m more than happy to have my company buy it for me.
  • The Total Economic Impact™ Of JetBrains IntelliJ IDEA — benefits, costs, and risks associated with this investment, Forrester interviewed four customers with years of experience using IntelliJ IDEA. Prior to using IntelliJ IDEA, interviewed organizations used

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 ownershipCoverage analysis as part of Continuous Integrationsource
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
Datalore / JetBrains for DataChangelogPublic product change history. (source)Not dated
Documentation and Videos - dotCoverChangelogPublic 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)Datalore can be hosted in a private cloud and on-premises S45.S45
Platforms and appsWeb-based platform S41.S41
API and extensibility (API, SDK, webhooks, MCP, plugins)Not published on the collected pages.—
Data ownership and exportNotebook export functionality is available S41.S41
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, alt1.aspmx.l.google.com
Nameserversns-345.awsdns-43.com, ns-613.awsdns-12.net
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 customer testimonials, independent reviews, detailed security certifications, and API documentation. Open questions remain about data residency options, integration depth, and performance benchmarks.

24

Sources, method, and limitations

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

This report is based on 11 collected pages from jetbrains.com, including the Datalore homepage, features page, and pricing page, plus a company page. The external proof search discovered a customer story about JetBrains' support agent, but it is not about Datalore and was not used. Pricing was verified from the authoritative pricing page. Limitations: no third-party reviews or detailed technical documentation were collected.

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