Comparison

Fleet vs Sweep: Autonomous Multi-Agent Team vs JetBrains Coding-Agent Plugin

Sweep is now a JetBrains IDE plugin for AI autocomplete and an in-editor coding agent, built on its own models (its earlier GitHub issue-to-PR bot is legacy). Fleet is a self-hosted orchestration layer that runs a team of Claude Code agents through the full dev-review-release chain.

Sweep today is an AI assistant for JetBrains IDEs (IntelliJ, PyCharm, WebStorm, and more): next-edit autocomplete plus an integrated coding agent that searches your codebase, edits code, and runs tests and linters in the editor, using Sweep's own models. (Sweep originally shipped a GitHub issue-to-PR bot; that is now its legacy product.)

Fleet operates across the entire development lifecycle, headless and outside any editor. A developer agent handles coding, a reviewer agent approves or requests changes, and a release-manager agent handles the merge and labeling — all triggered automatically by GitHub label changes through Fleet's watcher daemon.

Choose Fleet if

Teams that want end-to-end autonomous agent coverage of the dev-review-release cycle, headless and self-hosted.

Choose Sweep if

JetBrains developers who want fast in-editor AI autocomplete and a coding agent that works inside their IDE.

Fleet vs. Sweep: side by side

Feature	Fleet	Sweep
Surface	Headless CLI + daemon; no IDE	JetBrains IDE plugin (in-editor)
Scope	Full dev-review-release chain with multiple specialized agents	In-editor autocomplete + single coding agent
Agent roles	Developer, reviewer, QA, release-manager, PM, and 120+ more templates	Single in-editor agent
Review automation	Separate reviewer agent evaluates PRs and publishes decisions	No autonomous PR review; developer drives the editor
Models	Runs Claude Code as the agent runner	Sweep's own proprietary models
Self-hosted	Yes — single Go binary on your infrastructure	IDE plugin backed by Sweep's hosted models

Where Fleet is the better fit

Headless and autonomous — after the developer agent creates a PR, the reviewer and release-manager agents handle the rest without a developer in an editor
Self-hosted: agents run on your infrastructure with Claude Code as the runner
Role-based agents coordinate the full chain, not a single in-editor assistant
Run-time budgets, 6-dimension evaluation, and a separate auto-quarantine risk model govern agent behavior

Where Sweep is the better fit

Fast, low-latency in-editor autocomplete and next-edit suggestions inside JetBrains IDEs
Tight feedback loop — the agent edits and runs tests right where you are coding
Its own Tab model is optimized for speed and price inside the editor
Minimal setup for JetBrains users — install the plugin and start

Pricing

Sweep is distributed as a JetBrains IDE plugin (free and paid tiers; check the JetBrains Marketplace listing). Fleet offers a free tier (500 hosted starts) and Business at $299/org/month.

Do they compete, or coexist?

The two serve different layers. A JetBrains developer can use Sweep's in-editor autocomplete and agent while Fleet runs the autonomous reviewer and release-manager chain in the background against the resulting PRs. They do not conflict.

Frequently asked questions

Is Sweep still a GitHub issue-to-PR bot?

That was Sweep's original product; it has since pivoted to a JetBrains IDE plugin for AI autocomplete and an in-editor coding agent built on its own models. Fleet, by contrast, runs an autonomous multi-agent chain outside the editor against your GitHub workflow.

Does Fleet require a GitHub App?

No. Fleet uses the gh CLI and standard GitHub API access. It does not require a GitHub App installation, which makes it easier to use in organizations with strict app approval processes.

More comparisons

Fleet vs. Devin →Fleet vs. OpenHands →Fleet vs. Aider →

Keep your AI agents from escaping

Jail Fleet-launched Linux agents, then run saved workflows with review, approvals, and an audit trail. Prove it at /security/#containment.

See how it works Install Fleet