If the job is deep autonomous work inside one repository, Devin is built for exactly that and Orkas will not match its depth. If the work spans code and everything around it — release notes, demo videos, client reports — and the files live on your machine, that is where Orkas fits.
No cherry-picking — where Devin leads, the table says so.
| Capability | OrkasThis site | DevinHosted AI engineer |
|---|---|---|
| What it is for | A general agent team — code is one job of many | Autonomous software engineering |
| Depth on pure coding | Through agents and external coding CLIs | Native and purpose-built for it |
| Keeps working after you close the laptop | No — it is a desktop app | Yes, the run continues in the cloud |
| Execution environment | Your own machine and installed tools | Ships its own shell, editor and browser |
| Source code | Open source (MIT), fully auditable | Closed |
| Files already on your machine | Reads and writes your own folders directly | Work goes through a repository |
| Scope of work | Code, video, documents, images, SEO, reports | Software engineering |
| Cost of the tool itself | Free; managed official models or your own provider | Subscription |
Four rows go to Devin and four to Orkas. If the job is deep autonomous work inside one repository, Devin is built for exactly that and Orkas will not match its depth. The rows Orkas wins are about breadth and ownership — work beyond code, on files that stay on your machine.
You probably should not pick one — Use each tool for the job it is built for, and pass the resulting files into Orkas when you need a coordinated, reviewable deliverable.
Devin and Orkas do not overlap as much as the comparison suggests.
Leave the deep repository work where it is. If Devin is already handling autonomous refactors, that keeps working.
Move the work that is not code — release notes, demo videos, listing images, client reports, competitive research.
Point Orkas at the folder where those files already sit. It shows you the first few results before doing the rest.
It is open source and MIT licensed, but it is not a like-for-like swap. Devin is a hosted AI software engineer; Orkas is a general agent team that runs on your machine, where coding is one job among several.
For deep autonomous work inside one repository, Devin is purpose-built and goes further. Orkas handles coding through its agents and by orchestrating external coding CLIs, which suits smaller changes and work that spans beyond the repo.
Orkas itself is free and MIT licensed. Model usage is separate: use managed official models, or connect your own provider — own-provider calls go direct and are billed by that provider.
Orkas runs on your machine and works on your local folders. With your own provider key, model calls go directly to that provider rather than through Orkas.
Free, MIT licensed, and it works on the files already sitting on your machine.
