Devin Desktop by Cognition
Medley vs. Devin Desktop
Devin Desktop is a capable IDE-centric agent environment with enterprise fleet management. Medley is for builders who want BYOK, model-agnostic routing, and missions that span more than IDE-centric coding.
Free · Mac OS
Devin Desktop wraps Cognition’s agent in a polished IDE experience with multi-agent coordination via ACP and a Kanban-style Agent Command Center. For enterprise teams evaluating a managed AI engineering product, it is a serious option.
Medley starts from a different premise: you own your agent stack. Free local download, fully BYOK, and routing across Claude Code, Codex, and whatever comes next — with a project layer built for founders running code and non-code work in parallel.
What Devin Desktop does well
Devin Desktop offers a familiar IDE-centric workflow, multi-agent fleet management, and enterprise integrations — audit logs, team management, and procurement-friendly packaging.
The Agent Command Center gives visibility into what multiple Devin instances are doing. Cognition’s own models are genuinely capable at software engineering tasks, and the product is moving toward project-level Spaces for longer-horizon work.
Where Devin Desktop stops
Devin is optimized around Cognition’s model and cloud. BYOK is partial — quota-based with optional ACP agents — not full control over your provider relationships and negotiated rates.
Work remains coding-focused. There is no cross-domain mission layer for GTM, content, and ops alongside code. Decision memory does not compound your approvals into earned autonomy the way a mission-centric system can.
What Medley does differently
Medley is fully BYOK and local-first. You pay model providers directly, route sub-tasks to the best agent for each step, and keep data on your Mac.
Missions decompose into visible DAGs with an attention queue across projects — not just a Kanban of agent status. Cost per finished task and decision memory help you scale delegation without vendor lock-in.
Key differences
Vendor independence
Medley routes across Claude Code, Codex, and others. Devin centers on Cognition’s model and infrastructure.
Fully BYOK
Medley uses your keys end-to-end. Devin offers partial BYOK through ACP with quota-based billing.
Cross-domain missions
Medley spans code, content, and GTM. Devin is IDE- and coding-centric.
Cost per task
Medley attributes spend to outcomes. Devin bills through Cognition’s platform.
Full product comparison
| Medley | Devin Desktop | |
|---|---|---|
| Product type | Project orchestrator | IDE + Agent Command Center |
| Coding vs. non-coding work | Both — coding + GTM, content, ads, CRO | Coding only |
| Project layer | Project-level — task decomposition across the project | Moving toward project-level (Spaces) |
| Attention queue / human-in-the-loop | Centralized queue — humans pulled in only when needed | Kanban board — Agent Command Center |
| BYOK (bring your own key) | Yes — fully BYOK | Partial — quota-based + BYOK via ACP agents |
| Local vs. cloud | Local — desktop app | Both — Devin Local + Devin Cloud |
| Model support | Claude Code, Codex — dynamic routing | SWE-1.6, GPT-5.5, Opus 4.7 + ACP agents |
| Platform / OS | Mac — desktop app | macOS, Windows, Linux |
| Pricing & business model | Free — BYOK, pay your own API costs | Free tier; Pro $20/mo; Max $200/mo; Teams $40/user/mo |
| Target user / ICP | Founders & power users of Claude Code / Codex | Enterprise teams, developers needing local + cloud agents |
| Open source | No | Partial — ACP protocol Apache 2.0; app closed |
Data as of June 2026. Sources: web research, medley.sh.
Which should you choose?
Choose Devin Desktop if
- You need enterprise procurement, audit logs, and team management
- You want a managed product built around Cognition’s agent stack
- Your work is primarily coding inside an IDE-centric workflow
- You are comfortable with Cognition as a strategic vendor
Choose Medley if
- You want to own your agent stack — BYOK, local, no vendor lock-in
- Your missions span code, content, research, and coordination
- You need one attention queue across multiple projects
- You want cost and routing transparency per finished task
Medley vs. Devin Desktop FAQ
- Is Devin better for enterprise?
- Devin has stronger enterprise packaging today — integrations, audit, team features. Medley targets founders and power users who prioritize BYOK, local control, and model flexibility over managed vendor stack.
- Does Devin run locally?
- Devin offers both local and cloud options. Medley is local-first on Mac with your own keys — your missions and context stay on your machine.
- Is Medley a Devin replacement?
- Medley is a different category — project orchestrator vs. IDE-centric agent product. Choose based on whether you want to own your agent stack or buy a managed Cognition workflow.
Own your agent stack.
Join the waitlist for Medley — free, local-first orchestration without Cognition lock-in.
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