Superconductor vs Devin
A detailed comparison of Superconductor and Devin for running AI coding agents in the cloud.
Devin, by Cognition, positions itself as an autonomous AI software engineer. It runs in its own cloud environment with a built-in browser, shell, and code editor, and integrates with issue trackers like Linear, Jira, and Shortcut.
Superconductor takes a fundamentally different approach: instead of locking you into one proprietary agent, we let you bring any agent and compare them on your own codebase.
Quick comparison
| Superconductor | Devin | |
|---|---|---|
| Agents | Claude Code, Amp, Gemini CLI, Codex CLI, OpenCode | Proprietary agent only |
| Models | Claude, GPT, Gemini, and more | Proprietary (SWE-1.5), Claude Sonnet 4.5 |
| Docker | ✅ Yes | ✅ Yes |
| Live preview | ✅ Yes | ✅ Yes (built-in browser) |
| Environment snapshots | ✅ Yes | ✅ Yes |
| Guided code review | ✅ AI-powered | ✅ Yes |
| Benchmarking | ✅ Yes (beta) | ❌ No |
| Mobile | ✅ Native iOS, PWA Android | ⚠️ PWA |
| Parallel agents | ✅ Unlimited | ⚠️ 10 (Core), Unlimited (Team) |
| Multi-repo | ✅ Unlimited repos | ✅ Unlimited |
| Issue tracker | ❌ Planned | ✅ Linear, Jira, Shortcut |
| Slack | ✅ Yes | ✅ Yes |
| Version control | ✅ GitHub | ✅ GitHub, GitLab, Bitbucket, Azure DevOps |
| Pricing | Free + bring your own keys | Pay-as-you-go Core + ACUs, $500/mo Team |
Why choose Superconductor over Devin?
You're not stuck with one agent
This is the fundamental difference. Devin gives you one proprietary agent built on a proprietary model (SWE-1.5). You can't swap it out, you can't compare it against alternatives, and you have limited visibility into how it works.
Superconductor lets you run any major coding agent — Claude Code, Codex CLI, Amp, Gemini CLI, OpenCode — and pit them against each other on your actual codebase. Our built-in benchmarking measures quality, cost, and speed across agents using your own pull requests as ground truth.
Why bet everything on one agent when you can find the best one for your specific codebase?
Dramatically lower cost
Devin's Team plan is $500/month — and you still pay for ACUs (Devin's compute credits) on top of that. The Core plan is pay-as-you-go with ACUs at $2.25 each, which can add up quickly.
With Superconductor, you bring your own API keys or connect your existing Claude/OpenAI plan, and you pay only for the tokens you use. No platform markup, no proprietary credit system.
Built-in benchmarking
No other cloud agent platform offers built-in benchmarking. Superconductor's benchmark feature lets you:
- Select ground truth PRs from your repos that represent good work
- Run every available agent against those PRs
- Compare quality, cost, and time with interactive charts
- Make data-driven decisions about which agent to use
Devin asks you to trust that their proprietary agent is the best. We let you prove it — or find something better.
Native mobile experience
Superconductor has a native iOS app with push notifications, Siri integration, and inline reply. Create tickets on the go, monitor agents, and review code from your phone.
Devin offers a PWA you can install on your phone, but it's not a native app with push notifications or Siri integration.
AI-powered guided review
Superconductor's Guided Review uses Claude Opus 4.6 to organize files in logical order, add inline comments, and provide summary explanations. It works for all agents, not just one.
Agent Skills ecosystem
Superconductor supports Agent Skills built on an open standard — video understanding, image generation, audio analysis, and more. You can also add custom skills from your repos. Devin has Playbooks and an MCP marketplace, but they're limited to Devin's proprietary agent.
When Devin might be a better fit
- You need deep issue tracker integration — Devin connects to Linear, Jira, and Shortcut out of the box. Superconductor has these planned but not yet available.
- You need GitLab or Bitbucket — Devin supports all three major Git hosts. Superconductor currently supports GitHub only (GitLab and Bitbucket planned).
- You want a single autonomous agent and don't need to compare approaches
- You prefer a built-in cloud IDE for interacting with the agent's environment
Switch to Superconductor
Ready to try Superconductor? Get started in minutes — connect your GitHub repos, bring your API keys, and launch your first agent.