Sweep AI official logo — the #1 rated AI coding assistant for JetBrains IDEs with 4.9 stars, 40K installs, next-edit Tab autocomplete, and a proprietary 1.5B parameter model

The fastest AI coding assistant built for JetBrains — Tab, Agent, Review

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Released 2023
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About Sweep AI

Sweep AI is the #1 rated AI coding assistant for JetBrains IDEs, built specifically for developers who live in IntelliJ IDEA, PyCharm, Android Studio, WebStorm, PhpStorm, Rider, and the broader JetBrains ecosystem. Founded in 2023 by William Zeng (CEO) and Kevin Lu — both former engineers at Roblox — Sweep launched at Y Combinator Summer 2023 with an original vision of an AI junior developer that turned GitHub issues into pull requests. After raising $2.5M (YC + $2M seed from Goat Capital, Replit CEO Amjad Masad, and Exceptional Capital at a $25M valuation), the team pivoted to building the AI coding assistant they personally wanted as daily JetBrains users, reaching $1M ARR by June 2024 with just 5 people.

Sweep's plugin has three main capabilities. Sweep Tab is a next-edit autocomplete powered by a custom 1.5 billion parameter model (Sweep Next-Edit) trained specifically for the JetBrains edit pattern — it suggests precise multi-line code changes at millisecond latency. The Sweep Agent supports multi-step coding tasks using a choice of models including Sweep's proprietary Sweep-0.1 model, Claude Opus 4.5, GPT-5.2, Gemini 3 Pro, GLM 4.6, and Grok Code Fast 1, with full codebase indexing, MCP server integrations (with full OAuth 2.0/2.1), web search, bash tooling, and AI code review. Inline editing, AI commit messages, and configurable custom prompts round out the feature set.

Sweep runs its own LLM infrastructure for unmatched price, performance, and privacy — no code is retained by Sweep or third-party providers after a session (zero data retention by default). The platform is SOC 2 compliant, supports BYOK for full control over API routing, and offers team-wide Privacy Mode enforcement for enterprise users. With 4.9 stars and 40,000+ installs, Sweep is trusted by developers at Ramp, Amplitude, Atlassian, Klook, INDmoney, and the MTA, who call it "a million times better than JetBrains' own tools" and "the best AI coding assistant" they've tried including Augment Code and Windsurf.

Key Features

  • Next-Edit Tab Autocomplete — proprietary 1.5B parameter Sweep Next-Edit model suggests precise multi-line code changes at millisecond latency with a single Tab keypress
  • AI Agent — multi-step coding agent using Sweep's own LLMs or frontier models (Claude Opus, GPT-5, Gemini, GLM, Grok) that plans and executes cross-file code changes with full codebase indexing
  • Inline Editing — select code and issue natural language instructions to refactor, document, or fix directly in the JetBrains editor
  • AI Commit Messages — automatically generates accurate, descriptive commit messages from your staged changes
  • AI Code Review — reviews diffs between branches inside the IDE, surfacing potential issues before you push
  • MCP Server support — full OAuth 2.0/2.1 remote MCP integration for connecting external tools and workflows
  • Web Search & Fetch — agent can browse the web in real time for up-to-date documentation, library information, and solutions
  • BYOK (Bring Your Own Key) — configure your own API keys for any supported provider to remove Sweep's markup and control data routing completely

Pros

  • #1 AI plugin on JetBrains Marketplace with 4.9 stars and 40K+ installs — purpose-built JetBrains experience vs. other tools ported from VS Code
  • Proprietary 1.5B parameter Sweep Next-Edit model delivers millisecond-latency Tab autocomplete — fastest JetBrains autocomplete available
  • Zero data retention by default — no code stored by Sweep or LLM providers, with SOC 2 compliance and BYOK for full control
  • Model flexibility — choose Sweep-0.1, Claude Opus, GPT-5, Gemini, GLM, or Grok per task with transparent per-message pricing
  • Remote MCP with full OAuth 2.0/2.1, web search, bash tooling, and AI code review built in as of late 2025
  • Small, focused team (YC S23, ex-Roblox) that uses Sweep themselves daily — fast iteration and direct founder responsiveness

Cons

  • JetBrains-only — no VS Code, Neovim, or standalone IDE support, which excludes a large portion of the developer market
  • Small team (~4-5 people, YC-backed seed stage) with limited resources compared to GitHub Copilot or Cursor
  • Agent credit usage can grow quickly with complex multi-file tasks — heavy users may need to add pay-as-you-go credits beyond their plan
  • Free tier has limited credits and model access — meaningful use requires a paid plan starting at $20/month
  • VS Code extension exists but is labeled experimental — JetBrains IDEs receive the full, polished Sweep experience

Pricing

Sweep uses a usage-based credit model. The free tier gives limited Sweep API Credits for testing all features. All paid individual plans (starting at $20/month) grant the plan cost as included API credits plus unlimited Tab autocomplete suggestions. Unused credits roll over for 30 days.

Agent usage is charged at the underlying LLM provider cost plus a 5% Sweep markup: Sweep-0.1 (fastest, ~$0.02/message), Claude Opus 4.5 or GPT-5.2 (~$0.25/message), Sonnet 4.5 (~$0.15/message), Gemini 3 Flash (~$0.035/message), and GLM 4.6 (~$0.028/message). Sweep Next-Edit Tab autocomplete is included at no per-message cost on all paid plans.

Team plans include $40 in Sweep API credits per seat with pay-as-you-go overages billed to the organization. Team plans add SSO, team-wide usage visibility, and the ability to enforce Privacy Mode org-wide. Contact team@sweep.dev for volume discounts on larger teams. BYOK (bring your own key) is available to route all model calls through your own API accounts at zero markup.

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Frequently Asked Questions

Sweep AI is a JetBrains-native AI coding assistant offering three core features: next-edit Tab autocomplete (powered by a custom 1.5B parameter model), an AI Agent for multi-step coding tasks, and inline editing with AI commit messages and AI code review. It is the #1 rated AI plugin on the JetBrains Marketplace with 4.9 stars and 40,000+ installs across IntelliJ IDEA, PyCharm, Android Studio, WebStorm, PhpStorm, Rider, and all other JetBrains products.

Sweep was founded in 2023 by William Zeng (CEO) and Kevin Lu, both former engineers at Roblox. They were part of Y Combinator's Summer 2023 (S23) batch, raised $2.5M total (YC + $2M seed from Goat Capital, Replit CEO Amjad Masad, and Exceptional Capital at a $25M valuation), and built Sweep originally as an AI junior developer that turned GitHub issues into pull requests. They pivoted to a JetBrains-first coding assistant after realizing developers needed AI in their IDE today.

Sweep's Tab model is Sweep Next-Edit, a proprietary 1.5 billion parameter model fine-tuned specifically for next-edit autocomplete in JetBrains IDEs. It was trained by Sweep to suggest precise code changes at millisecond latency when you press Tab. The agent can use Sweep's own Sweep-0.1 model or frontier models including Claude Opus 4.5, GPT-5.2, Gemini 3 Pro, GLM 4.6, Grok Code Fast 1, and others.

Pricing is usage-based. Free tier gives limited credits for testing. Individual paid plans (starting at $20/month) provide that dollar amount as Sweep API Credits. Agent usage costs the underlying LLM price + a 5% Sweep markup. Unused credits roll over 30 days. Teams can purchase plans at $40 API credits per seat with pay-as-you-go overages, SSO, and team-wide privacy controls. BYOK lets you use your own API keys at zero markup.

Yes. Sweep is SOC 2 compliant with zero data retention by default — no code is retained by Sweep or third-party LLM providers after your session. Team admins can enforce Privacy Mode across the entire organization. BYOK (bring your own key) is also supported for complete control over which providers process your code.

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