Superset vs Devin (2026): Local Agent Orchestration vs Cloud AI Engineer
Compare Superset and Devin for AI-powered development. See how local parallel agent orchestration differs from a fully remote AI software engineer.
Devin is a cloud-based AI software engineer that works autonomously in a remote VM. Superset is a local-first desktop workspace that orchestrates coding agents in parallel across Git worktrees. They represent opposite ends of the AI development spectrum: Devin offloads work to the cloud, while Superset keeps the repo, review flow, and agent runtime anchored on your machine.
At a Glance
| Superset | Devin | |
|---|---|---|
| Category | Agent orchestration workspace | Autonomous AI software engineer |
| Architecture | Local-first today — worktrees, review, browser, and chat run on your machine | Fully remote — runs in cloud VMs |
| AI approach | Agent-agnostic — orchestrates external agents plus Superset Chat and MCP tools | Proprietary AI with browser, editor, and terminal in cloud |
| Parallelism | 100+ agents across isolated local worktrees | Parallel cloud sessions (10 concurrent on Pro, unlimited on Max) |
| Code privacy | Local-first; outbound model traffic depends on your chosen agents/providers | Code runs on Cognition's cloud infrastructure |
| Pricing | Free tier + Pro $20/seat/mo | Free; Pro $20/mo, Max $200/mo, Teams $80 + $40/seat |
| License | Source-available (ELv2) | Closed source |
What Is Superset?
Superset is a local-first desktop workspace for AI coding agents. It launches Claude Code, Codex, OpenCode, Aider, Copilot, Cursor Agent, Gemini CLI, Superset Chat, and other agent workflows inside isolated Git worktrees with persistent terminal sessions. Around that core, it adds a built-in diff/file editor, chat panel, in-app browser for docs and dev servers, port management, and MCP tooling. You can review inside Superset or jump into VS Code, Cursor, Windsurf, JetBrains, or Xcode. Source-available under Elastic License 2.0 (ELv2).
What Is Devin?
Devin is Cognition's AI software engineer — a cloud-based autonomous agent that runs in its own virtual machine with a browser, code editor, terminal, and planner. You assign tasks via chat or Slack, and Devin works independently: reading docs, writing code, debugging, running tests, and creating pull requests. It has event-driven workflows (triggers from Linear, Slack, etc.) and a review system that annotates PRs before human review. Since Devin 2.0, Cognition retired the old $500/month usage model for flat tiers starting at $20/month, with parallel cloud sessions (up to 10 concurrent on Pro, unlimited on Max). Devin and the former Windsurf editor are now sold as one product family, so every paid tier also bundles Devin Desktop; see Superset vs Windsurf for the editor comparison.
Key Differences
Local vs Cloud
Superset's shipped workflow is local-first today. Your repo, worktrees, review flow, chat, and browser preview stay on your machine, and outbound traffic depends on the specific agents or providers you choose. Devin runs entirely in Cognition's cloud — your code is cloned into remote VMs where Devin operates. This is the fundamental architectural difference and drives most of the trade-offs below.
Control vs Autonomy
Superset gives you direct access to each agent session. You can watch the terminal, inspect diffs, open a browser preview, chat in the same workspace, interrupt, or redirect mid-task. Devin aims for full autonomy — you assign a task and check back later for a PR. This makes Devin more hands-off but less controllable when it goes in the wrong direction.
Agent Flexibility
Devin is a single proprietary agent — you use Cognition's AI or nothing. Superset is agent-agnostic: run Claude Code for complex refactors, Codex for well-scoped tasks, Aider for iterative work. When a better agent ships, use it in Superset immediately. With Devin, you wait for Cognition to improve their model.
Isolation Mechanism
Superset isolates agents using Git worktrees — lightweight, fast, and built into git itself. Devin isolates each session in a full cloud VM with its own OS, browser, and toolchain. VMs provide stronger isolation and fuller environment parity, but at much higher cost and latency.
Pricing
Superset offers a free tier and Pro at $20/seat/month plus your agents' API costs. Devin, since Devin 2.0, starts with a free tier and Pro at $20/month (up to 10 concurrent cloud sessions), with Max at $200/month (unlimited sessions) and Teams at $80/month plus $40/seat. Both entry tiers now sit at $20, so the decision is less about price and more about local control versus cloud autonomy, and about whether you want one proprietary agent or many.
Which Should You Choose?
Choose Devin if you:
- Want a fully autonomous AI that works in the background with minimal oversight
- Need event-driven workflows (auto-respond to Linear tickets, Slack messages)
- Prefer cloud-based execution where you don't manage local compute
- Want autonomous parallel cloud sessions and the ROI justifies the cloud usage
Choose Superset if you:
- Want direct control over each agent — see what they're doing, redirect in real time
- Need local execution and direct control over each agent
- Want agent flexibility (Claude Code, Codex, Aider, OpenCode — your choice per task)
- Prefer the cost efficiency of local execution with direct API pricing
- Need a source-available tool you can inspect and modify
Frequently Asked Questions
Can Devin and Superset work together?
They serve different workflows. Devin is a cloud-based autonomous engineer. Superset is a local agent orchestrator. You might use Devin for fully autonomous background tasks and Superset for interactive parallel work where you want more control.
How much does Devin cost now?
Since Devin 2.0, Cognition retired the old $500/month model. Devin now starts free, with Pro at $20/month (up to 10 concurrent cloud sessions), Max at $200/month (unlimited), and Teams at $80/month plus $40/seat. Superset is $20/seat/month plus your own agent API costs. Both entry tiers are $20, so choose on control and agent flexibility rather than price alone.
Is Superset open source?
No. Superset is source-available on GitHub under Elastic License 2.0 (ELv2). Devin is closed source from Cognition.
Which is better for security-sensitive codebases?
Superset is the safer default if local-first execution is a hard requirement. Devin runs code on Cognition's cloud infrastructure. For regulated industries, government work, or sensitive IP, keeping the repo and review loop on your own machine is often the deciding factor.