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AI Coding Agent

Tabnine

Tabnine provides code completions, chat, an IDE agent, and a CLI inside VS Code, JetBrains IDEs, Eclipse, Visual Studio, and Cursor, on models the organization chooses. It adds a Context Engine over connected repositories and provenance checks against public code. Tricentis acquired Tabnine in July 2026.

The 30-Second Take

Pick Tabnine if your code cannot go to a vendor's cloud.

It runs completions, chat, an IDE agent and a CLI from a cluster you host, up to fully air-gapped. Tricentis has set the roadmap since acquiring it in July 2026, and it sells only through enterprise contracts.

Best fit
Regulated or IP-sensitive engineering organizations that cannot send code to a vendor's cloud.
Main constraint
Enterprise contracts only, with no public price, and a roadmap now set inside Tricentis's quality engineering platform.
First move
Pilot on the deployment you would buy, with the models security has approved and provenance checks switched on.

Why

Watch the evidence: the public record on today's platform is thin, so a pilot has to prove value on your own code. If code may go to a vendor cloud under contract, GitHub Copilot or Cursor offer stronger agents and published prices.

Practitioner sentiment, all practitioners−34 Negative

29 practitioners, 57 sources reviewed, Updated Nov 1, 2026How this is measured

Read the GILD Review
Save a product your organization uses.Keep up with Tabnine without adding it to your stack.Visit Website
Operating stack
Agentic Software Development

Comparisons

How does Tabnine compare with the alternatives?

  1. Tabnine vs GitHub Copilot

    • AI Coding Agents

    Pick Tabnine if code may not leave your network; otherwise Copilot offers published prices, a cloud agent, and IP indemnity on business plans. Tabnine can run inside your own VPC, data center, or air-gapped network. Each puts completions, chat, and agents into the IDE and checks generated code against public GitHub code.

  2. Tabnine vs Cursor

    • AI Coding Agents

    Choose Cursor for agent depth and published pricing, Tabnine when the code and the model must stay inside your network. Cursor is an AI-native editor whose agent loop and inference run in Cursor's cloud. Tabnine is a governed assistant inside the IDEs a team already uses, including Cursor itself, served from a cluster you can host.

Buying and deployment

What engineering leaders should verify before a broader rollout.

Sourced from Tabnine documentation

How you buy it

No price list

Enterprise contracts only, through Tabnine's sales team, now part of Tricentis.

Source 1, docs.tabnine.com, Enterprise (SaaS): Enterprise (SaaS)Source 5, tabnine.com, Tabnine pricing (redirects to Tricentis): Tabnine pricing (redirects to Tricentis)Source 4, Visual Studio Marketplace, VS Code Marketplace: (Legacy) Tabnine: VS Code Marketplace: (Legacy) TabnineSource 6, JetBrains Marketplace, JetBrains Marketplace: (Legacy) Tabnine: JetBrains Marketplace: (Legacy) Tabnine

Details

Enterprise contracts through Tabnine's sales team, now part of Tricentis. Tabnine publishes no price list: tabnine.com/pricing now redirects to a Tricentis contact form. Its legacy VS Code and JetBrains plugins state that Tabnine does not onboard new users to them, pointing to the enterprise offer.

Cost drivers

5 billion tokens

A month for each Business service account. Admins cap token cost per organization, user, and team.

Source 7, Tabnine, Cost Control: Cost ControlSource 8, docs.tabnine.com, Service Accounts and Token Limits: Service Accounts and Token Limits

Details

Licensed seats plus model usage. Admins set an organization monthly token cost cap, per-user caps, and per-team quotas. Service accounts for automation get their own default limits of 5 billion tokens a month on Business and 50 billion on Enterprise. Each regular user has a fair-use limit of 1 billion tokens a month, and Tabnine blocks further model use until it resets.

Where it runs

SaaS, VPC, air-gapped

IDE plugins and a CLI, served from Tabnine's SaaS or a cluster you run.

Source 9, Tabnine, Supported IDEs: Supported IDEsSource 10, docs.tabnine.com, Cursor (Private/Enterprise SaaS): Cursor (Private/Enterprise SaaS)Source 11, Tabnine, Tabnine Plugin for OpenCode: Tabnine Plugin for OpenCodeSource 12, docs.tabnine.com, Tabnine CLI: Tabnine CLISource 2, Tabnine, Deployment Options: Deployment Options

Details

Plugins for VS Code, JetBrains IDEs, Eclipse, Visual Studio 2022 and 2026, and Cursor, plus the Tabnine plugin for OpenCode, which replaces the Tabnine CLI. Tabnine serves them from its secure SaaS or a cluster in your VPC on GCP, AWS, or Azure or on premises, which can run fully air-gapped.

What to verify

December 31, 2026

The older CLI gets critical fixes until then. Check roadmap commitments after the acquisition.

Source 13, Tabnine, AI Models: AI ModelsSource 14, Tabnine, Provenance and Attribution: Provenance and AttributionSource 12, docs.tabnine.com, Tabnine CLI: Tabnine CLI

Details

Which models your deployment can run, since private installations run some of the hosted models and more through private endpoints. Confirm that Tabnine enables Provenance and Attribution on request, that the older Tabnine CLI gets only critical updates until December 31, 2026, and which roadmap commitments survive the acquisition.

Signals

What is the current evidence saying about Tabnine?

A current read of what developers and teams report publicly about Tabnine, from the local autocomplete era to today's enterprise platform, with every finding linked to its sources.

Whose sources count

Practitioner sentiment, all practitioners

−34 Negative net

of 29 sources that take a side, each author counted once. Small sample.

How this figure is made

15 more state no overall view and cast no vote.

Leaders and teams have 1 accounts; GILD prints their sentiment from 20.

Current sentiment

Positive, mixed and negative sources

The 2025 and 2026 record leans negative across the 29 sources that give an opinion. 13 of the 22 JetBrains Marketplace reviews that give an opinion are negative, so the lean holds beyond the issue tracker. Almost none of the record describes the enterprise platform Tabnine sells today, so a pilot has to produce that evidence.

Use a task pilot to measure accepted work and review time.

Evidence field. All 57 sources, one mark each.

Arrange by

Each mark is one source: positive, mixed, negative, no opinion stated, or documentation (not counted).

By sentiment, All practitioners. Every source GILD read, grouped as the field draws it.
GroupSourcesPositiveMixedNegativeNo opinion stated and not counted in the scoreDocumentation, checked and not counted
Positive660000
Mixed707000
Negative16001600
Not counted18000180
Documentation10000010
Every source GILD read, by the quarter it was published, as the field's time axis counts it. Documentation is dated by the day it was checked.
QuarterSources
Q1 202517
Q2 20258
Q3 20257
Q4 20255
Q1 20266
Q2 20263
Q3 20261
Documentation, checked10

By sentiment

10 documentation pages check facts and are not counted.

Hover a mark for a quick look, click it or press Enter to open its source.Tap a mark to open its source, then step to its neighbors with Previous and Next.

What practitioners praise

Top praise of 3. Each mark is a source on it; filled marks praise it.

  1. Chat, Agents & Model Choice6 of 15 sources on it praise it

Most common concerns

Top concern of 4. Each mark is a source on it; filled marks raise it.

  1. Reliability & BugsAll 15 sources on it raise it as a concern
All 57 sources behind these findings
  1. Deployment OptionsTabnine (Official), Product documentation, checked Oct 12, 2026
  2. PrivacyTabnine (Official), Product documentation, checked Oct 12, 2026
  3. AI ModelsTabnine (Official), Product documentation, checked Oct 12, 2026
  4. Models (admin settings)Tabnine (Official), Product documentation, checked Oct 12, 2026
  5. Provenance and AttributionTabnine (Official), Product documentation, checked Oct 12, 2026
  6. Context EngineTabnine (Official), Product documentation, checked Oct 12, 2026
  7. Tabnine Plugin for OpenCodeTabnine (Official), Product documentation, checked Oct 12, 2026
  8. Cost ControlTabnine (Official), Product documentation, checked Oct 12, 2026
  9. Supported IDEsTabnine (Official), Product documentation, checked Oct 12, 2026
  10. Release NotesTabnine (Official), Product documentation, checked Oct 12, 2026
  11. Review of the Tabnine plugin (no star rating)Diego Ruiz Barbero, JetBrains Marketplace reviewer (self-described: IntelliJ IDEA Ultimate, build 262.9437), Marketplace review, published Aug 13, 2026
  12. Can no longer add or update Tabnine custom commandsOllymid, GitHub user filing an issue against a Tabnine repository (self-described: Team on Tabnine Enterprise, self-hosted updater extension for VS Code), GitHub issue, published Jun 11, 2026
  13. Review of the Tabnine plugin (no star rating)Derak Kilgo, JetBrains Marketplace reviewer (self-described: JetBrains IDE), Marketplace review, published May 26, 2026
  14. [BUG] Agent stuck loadingthe-isz, GitHub user filing an issue against a Tabnine repository (self-described: Neovim on Ubuntu, Tabnine Enterprise), GitHub issue, published Apr 22, 2026
  15. Comment on: Coding after coders: The end of computer programming as we know it?bredren, Hacker News commenter (self-described: PyCharm and Django developer), Hacker News comment, published Mar 14, 2026
  16. Review of the Tabnine plugin (1 of 5 stars)Patrick Beye, JetBrains Marketplace reviewer (self-described: JetBrains IDE), Marketplace review, published Feb 9, 2026
  17. Review of the Tabnine plugin (3 of 5 stars)BRIAN LAI, JetBrains Marketplace reviewer (self-described: JetBrains IDE), Marketplace review, published Feb 3, 2026
  18. How can I get my refund back?lordrebel, Individual developer (self-described: Individual developer and AI compiler student), GitHub issue, published Jan 26, 2026
  19. Review of the Tabnine plugin (1 of 5 stars)Mind Print, JetBrains Marketplace reviewer (self-described: IntelliJ on an M4 Pro Mac), Marketplace review, published Jan 9, 2026
  20. Review of the Tabnine plugin (no star rating)y.chaikivskyi, JetBrains Marketplace reviewer (self-described: PhpStorm), Marketplace review, published Jan 5, 2026
  21. Review of the Tabnine plugin (5 of 5 stars)123abceng app, JetBrains Marketplace reviewer (self-described: JetBrains IDE), Marketplace review, published Dec 18, 2025
  22. [FEATURE] Allow to cherry-pick suggestion from the modelmitfik, GitHub user filing an issue against a Tabnine repository (self-described: Neovim), GitHub issue, published Oct 26, 2025
  23. Review of the Tabnine plugin (1 of 5 stars)mulehang, JetBrains Marketplace reviewer (self-described: JetBrains IDE), Marketplace review, published Oct 22, 2025
  24. Review of the Tabnine plugin (1 of 5 stars)Michail Fragkiskos, JetBrains Marketplace reviewer (self-described: JetBrains IDE), Marketplace review, published Oct 20, 2025
  25. Review of the Tabnine plugin (no star rating)programmetajs.martins, JetBrains Marketplace reviewer (self-described: JetBrains IDE), Marketplace review, published Oct 9, 2025
  26. Terminal output not recognisedczietsman, GitHub user filing an issue against a Tabnine repository (self-described: WebStorm and VS Code), GitHub issue, published Sep 15, 2025
  27. Tabnine has been out of service for several daysPrimorsky, GitHub user filing an issue against a Tabnine repository, self-described, GitHub issue, published Sep 14, 2025
  28. Tabnine limitsVitasfor4af, GitHub user filing an issue against a Tabnine repository, self-described, GitHub issue, published Sep 8, 2025
  29. Review of the Tabnine plugin (1 of 5 stars)business, JetBrains Marketplace reviewer (self-described: JetBrains Rider), Marketplace review, published Aug 28, 2025
  30. Failed to insert diffReathin, GitHub user filing an issue against a Tabnine repository (self-described: IntelliJ IDEA, Android Studio and VS Code), GitHub issue, published Aug 12, 2025
  31. Review of the Tabnine plugin (1 of 5 stars)Ruslan Sukhikh, JetBrains Marketplace reviewer (self-described: Team purchase, large Java project), Marketplace review, published Jul 25, 2025
  32. Uses Too much RAM.voilentKiller0, GitHub user filing an issue against a Tabnine repository (self-described: VS Code), GitHub issue, published Jul 10, 2025
  33. Review of the Tabnine plugin (1 of 5 stars)Timon K, JetBrains Marketplace reviewer (self-described: JetBrains IDE on Windows with WSL), Marketplace review, published Jun 15, 2025
  34. Unable to log in with Tabnine Enterprise extensionjulien-langlois, GitHub user filing an issue against a Tabnine repository (self-described: Company Tabnine Enterprise account, VS Code on Ubuntu 22.04), GitHub issue, published Jun 2, 2025
  35. Review of the Tabnine plugin (2 of 5 stars)Tulio Ruiz, JetBrains Marketplace reviewer (self-described: JetBrains IDE), Marketplace review, published May 20, 2025
  36. Review of the Tabnine plugin (5 of 5 stars)Aleksandr Yakovenko, JetBrains Marketplace reviewer (self-described: JetBrains IDE), Marketplace review, published Apr 18, 2025
  37. Tabnine keeps charging me even though I'm on the free planxander1421, r/programming member, self-described, Reddit post, r/programming, published Apr 16, 2025
  38. Make Tabnine Continue Work After Official Stop Support the Sublime TextEric Guo, developer and author of blog.cloud-mes.com (self-described: Solo developer on macOS, Sublime Text 4 build 4196, Tabnine API key in local mode), Personal blog post, blog.cloud-mes.com, published Apr 9, 2025
  39. Review of the Tabnine plugin (5 of 5 stars)Csaba Salat, JetBrains Marketplace reviewer (self-described: JetBrains IDE), Marketplace review, published Apr 2, 2025
  40. Respect indention style of current file and/or .editorconfig for chat and inline suggestions.rmplbv, GitHub user filing an issue against a Tabnine repository (self-described: VS Code), GitHub issue, published Apr 2, 2025
  41. Review of the Tabnine plugin (1 of 5 stars)20304158, JetBrains Marketplace reviewer (self-described: IntelliJ IDEA and VS Code), Marketplace review, published Mar 31, 2025
  42. Review of the Tabnine plugin (4 of 5 stars)Christian González, JetBrains Marketplace reviewer (self-described: PyCharm), Marketplace review, published Mar 30, 2025
  43. Review of the Tabnine plugin (3 of 5 stars)Anh Chu Nam, JetBrains Marketplace reviewer (self-described: JetBrains IDE), Marketplace review, published Mar 29, 2025
  44. Review of the Tabnine plugin (5 of 5 stars)Utkarsh Gupta, JetBrains Marketplace reviewer (self-described: JetBrains IDE), Marketplace review, published Mar 24, 2025
  45. Review of the Tabnine plugin (1 of 5 stars)David St, JetBrains Marketplace reviewer (self-described: JetBrains IDE), Marketplace review, published Mar 23, 2025
  46. Review of the Tabnine plugin (2 of 5 stars)Alex Burdușel, JetBrains Marketplace reviewer (self-described: JetBrains IDE), Marketplace review, published Mar 22, 2025
  47. Review of the Tabnine plugin (no star rating)Interesting videos In Youtube, JetBrains Marketplace reviewer (self-described: JetBrains IDE), Marketplace review, published Mar 16, 2025
  48. CORs Error On Log In Pagemattpease-ciq, GitHub user filing an issue against a Tabnine repository (self-described: PyCharm and GoLand), GitHub issue, published Mar 12, 2025
  49. Review of the Tabnine plugin (5 of 5 stars)stefano.dobrilla, JetBrains Marketplace reviewer (self-described: PyCharm, Python), Marketplace review, published Mar 9, 2025
  50. Review of the Tabnine plugin (2 of 5 stars)Matthias Fischer DS, JetBrains Marketplace reviewer (self-described: JetBrains IDE), Marketplace review, published Feb 12, 2025
  51. Disable inline completionmgrundkoetter, GitHub user filing an issue against a Tabnine repository (self-described: PhpStorm), GitHub issue, published Feb 10, 2025
  52. Having this extension installed runs a Docker container without my knowledgelinuswillner, GitHub user filing an issue against a Tabnine repository (self-described: VS Code on macOS with Docker), GitHub issue, published Feb 5, 2025
  53. Comment on: Ask HN: Open-Source editor with local code completion?atmanactive, Hacker News commenter (self-described: VSCodium, local models), Hacker News comment, published Jan 26, 2025
  54. Comment on: Trying out Zed after more than a decade of Vim/Neovimttyprintk, Hacker News commenter (self-described: Uses Tabnine in a Neovim workflow), Hacker News comment, published Jan 25, 2025
  55. Comment on: Llama.vim - Local LLM-assisted text completionrighthand, Hacker News commenter, self-described, Hacker News comment, published Jan 23, 2025
  56. Tabnine tries to update files in wrong directory on IntelliJ IDEA 2024.3.1ergo, GitHub user filing an issue against a Tabnine repository (self-described: IntelliJ IDEA 2024.3.1), GitHub issue, published Jan 15, 2025
  57. I cancelled my Tabnine Dev subscription before the end of the free trial period to avoid any charges.jedwardnorm, GitHub user filing an issue against a Tabnine repository, self-described, GitHub issue, published Jan 3, 2025

Jan 2025 to Aug 2026.

47 sources from practitioners, by month and sentiment.

The full readExplore all Tabnine Signals4 praise themes, 6 concerns, 0 points of agreement and 2 disagreements across all three groups, with all 57 sources open to inspect.

Where It Fits

Where does Tabnine belong in the stack?

Open Where It Fits: the Stack Field and the full map

Tabnine is Core across Build, supports Validate, and touches Plan, Ship, and Operate.

Business area
Product & Engineering
Function
Software Development
Operating stack
Agentic Software Development
Primary role
Private AI Coding Assistant
Tabnine beside the rest of its stackThe Stack Field, every product on every layer
FootprintTabnine across the Agentic Software Development stack. Bar height is its role on each layer.

  1. Plan

    1. Work planning: Touches

      Work planning, touches. Tabnine implements and validates assigned Jira issues. Its CLI also reads Jira issues. Jira or another tracker owns planning and status.

  2. Build

    1. Codebase context: Core

      Codebase context, core. Context Engine indexes Git repositories on hosts including GitHub, GitLab, and Bitbucket, plus Perforce depots. Agents use it to search across repositories. Administrators enable agentic pre-processing per repository.

    2. Coding: Core

      Coding, core. This is Tabnine's primary role. Inline completions come from its own Universal model, and chat and an agent write and edit code on the models the organization enables.

    3. Agent runtime: Supports

      Agent runtime, supports. Engineers use Tabnine as a plugin inside VS Code, JetBrains IDEs, Eclipse, Visual Studio, and Cursor, and as a CLI built on OpenCode. The editor itself stays the team's own.

    4. Tool execution: Supports

      Tool execution, supports. Administrators set tools to allow, ask before, or block and restrict permitted MCP servers. The agent and CLI enforce these rules.

  3. Validate

    1. Debugging: Supports

      Debugging, supports. Chat and the agent use workspace and repository context to explain errors and propose fixes. Separate tools provide debugging and error monitoring.

    2. Testing: Supports

      Testing, supports. The /test command and the agent generate focused test cases for changed code. Running them, coverage, and test infrastructure stay with the team's test tooling.

    3. Code review: Supports

      Code review, supports. Coaching Guidelines supply review standards. The CLI reviews pull requests in GitHub Actions, GitLab CI, and Bitbucket Pipelines. Human reviewers or a dedicated review product own the merge decision.

    4. Application security: Touches

      Application security, touches. Provenance and Attribution identifies generated code matching public GitHub code and names its license. Censorship can block non-permissive matches. A security tool scans for vulnerabilities.

  4. Ship

    1. Source control: Touches

      Source control, touches. Git hosts and Perforce are indexed for context only. Tabnine does not host repositories or manage changes.

    2. CI/CD: Touches

      CI/CD, touches. The CLI can run in CI pipelines for review and automation, under a license that counts one user per seat, so pipeline use is arranged with Tabnine. Delivery stays with the CI/CD platform.

  5. Operate

    1. Observability: Touches

      Observability, touches. Usage analytics, and on self-hosted installs cluster metrics and logs for Prometheus and a log aggregator, cover Tabnine itself. It does not monitor production systems.

Market mapThe layers Tabnine covers, and who else owns each one.

  1. Codebase context & intelligence

    CoreBuild

  2. Coding & implementation

    CoreBuild

  3. Agent interface & developer runtime

    SupportsBuild

  4. Tool execution & integrations

    SupportsBuild

  5. Debugging & investigation

    SupportsValidate

7 more layers on the full map. Core, Supports and Touches describe coverage. They say nothing about quality.

More on Tabnine

  1. GILD ReviewGILD's evaluation, with the buying facts
  2. Research2 pieces
  3. Guides4 guides
  4. Where It FitsOn the Agentic Software Development stack
  5. Related Products8 products