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Ruflo vs Superagent: Features, Pricing & Which Is Better (2026)

A side-by-side comparison of Ruflo and Superagent — features, pricing, and ideal use cases — to help you decide which AI tool fits your workflow.

R

Ruflo

rUv (ruvnet)

Free

Open-source agent meta-harness for Claude Code and Codex adding swarms, self-learning memory, MCP tools and security guardrails.

Key features

  • Agent Swarms: Over 100 specialized agents self-organize into coordinated swarms to split up and run complex tasks.
  • Self-Learning Memory: Remembers across sessions and learns from successful trajectories using local vector retrieval and contrastive updates.
  • MCP Server: Run npx ruflo mcp start to expose Ruflo's tools to Codex or any MCP-enabled client.
  • Claude Code Plugins: Core tools, a visual console and runtime mods add routing and policy enforcement inside Claude Code.
  • Terminal UI Console: Shows Overview, Cost, Swarm, Events and Missions pages, and also runs standalone.
  • Federation: Lets agents on different machines communicate securely without leaking data.
  • Hook-Based Routing: Hooks automatically route tasks and coordinate agents in the background.

Best for

  • Large Refactors: Split a big codebase change across a swarm of specialist agents.
  • Persistent Project Context: Keep knowledge across Claude Code sessions with vector memory.
  • Multi-Client Setups: Connect Codex or other MCP clients to the same tool server.
  • Cost Monitoring: Track spend and agent activity from the console during long runs.
  • Multi-Machine Collaboration: Let agents on separate machines coordinate through federation.
View Ruflo details
Superagent logo

Superagent

Superagent

Free

An open-source Mac app that gives your coding agent a home: a real browser it drives, persistent chats, git worktrees and your iPhone in the loop.

Key features

  • Session Sidebar: One chat per task in a single rail, each keeping its own context, resuming mid-thought and showing whether it is still running or finished.
  • Per-task Git Worktrees: Every chat runs on its own worktree, so several agent tasks can proceed in parallel without stepping on one another's branches.
  • Driven Real Browser: The agent operates an actual browser using your own logged-in sessions, so it can reproduce bugs and walk redirect chains on real authenticated pages.
  • iOS Simulator Integration: An iPhone simulator sits in the window, letting the agent build and inspect mobile UI without leaving the app.
  • Phone Pairing: Pair an iPhone to follow and steer a run away from your desk, with the relay end-to-end encrypted.
  • Local-only Architecture: No Superagent account, server or telemetry — nothing leaves your Mac and there is no second subscription to buy.
  • Open Source under MIT: The Mac app, iPhone app and relay are all published on GitHub under the MIT license and the build is notarized by Apple.
  • Bring Your Own Agent: Works with Claude Code today on the subscription you already have, with Codex and Antigravity announced as coming.

Best for

  • Parallel Feature Work: Run several coding tasks at once, each isolated on its own git worktree, and check back on whichever finishes first.
  • Debugging Authenticated Flows: Let the agent open the real browser on your logged-in session to reproduce a login redirect loop or a flaky auth test.
  • Mobile UI Iteration: Build and visually inspect an iOS interface through the embedded simulator while the agent edits the code.
  • Long-running Refactors: Kick off a migration such as moving a repo to pnpm, close the laptop, and follow progress from a paired iPhone.
  • Privacy-sensitive Codebases: Use a coding agent on proprietary code with no account, server or telemetry involved.
  • Reviewing Agent Work: Watch step counts, diffs and per-file changes in a desk-style UI rather than scrolling terminal output.
View Superagent details