Software · head to head
Devin vs GitHub Actions
Devin
Software
Autonomous AI software engineer planning and executing code in its own environment
- From
- On request
- Rated
- -
The short version
- Only GitHub Actions has a free tier, so it costs nothing to try first.
- Each has a real cost: Devin pricing not published; specific costs and plan tiers require signup or contact with sales; GitHub Actions private repository usage is capped at 2,000 minutes per month on GitHub Free and 3,000 on Pro and Team, with anything beyond billed
Where they differ
Only the attributes on which Devin and GitHub Actions actually diverge.
| Attribute | Devin | GitHub Actions |
|---|---|---|
| Starting price | On request | Free |
| Pricing model | subscription | freemium |
| Free tier | No | Yes |
| Platforms | Desktop, Windsurf integration, Web | Web |
| Founded | Unknown | 2008 |
Identical on both: user rating (Not yet rated), category (Unknown).
What people use each for
The jobs each tool is most often brought in to do.
Devin
- Feature implementation and ticket resolution in established codebasesnot GitHub Actions
- Code migrations and refactoring at scale across repositoriesnot GitHub Actions
- Bug fixing and debugging with test-driven verificationnot GitHub Actions
- Rapid prototyping and proof-of-concept developmentnot GitHub Actions
- Repetitive implementation tasks freeing human engineers for complex designnot GitHub Actions
GitHub Actions
- Running CI builds and tests on pushes and pull requestsnot Devin
- Automating releases, container image builds and deployments from a repositorynot Devin
- Scheduled maintenance jobs and repository automationnot Devin
Where each one falls short
Documented limitations, not opinions. Every one is a constraint you would hit in normal use.
Devin
- Pricing not published; specific costs and plan tiers require signup or contact with sales
- Cannot handle extremely difficult tasks reliably; success rate decreases with task complexity
- Requires clear, well-scoped task descriptions; ambiguous requirements reduce effectiveness
- Requires human oversight and integration into existing workflows; not fully autonomous
GitHub Actions
- Private repository usage is capped at 2,000 minutes per month on GitHub Free and 3,000 on Pro and Team, with anything beyond billed
- Artifact storage is only 500 MB on GitHub Free and 2 GB on Team, and it is shared with GitHub Packages storage
- Larger runners are always charged for, even on public repositories and even when plan quota remains
- Windows runners cost $0.010 per minute against $0.006 for a 2-core Linux runner, so the same workflow costs more per platform
- macOS runners are charged at a higher per-minute rate than Linux runners
- Failed runs consume minutes, so a job that fails after 5 minutes and is re-run for 10 uses 15 minutes of quota
- Storage is billed on hourly accrual in GB-Hours, so deleting artifacts stops future charges but does not remove charges already accrued in the cycle
- Cache storage is a separate 10 GB per repository allowance and peak hourly usage above it is charged
- Minutes are charged to the repository owner, not the person who triggered the run, and anyone with write access can trigger runs
- Without a valid payment method on file, workflows are blocked as soon as the quota is exhausted
Pricing, plan by plan
Devin
On requestNo published plan breakdown. See the Devin review.
GitHub Actions
FreeNo published plan breakdown. See the GitHub Actions review.
Which should you pick?
Questions people ask
- Is Devin or GitHub Actions better?
- Neither clearly leads. Devin starts at On request and GitHub Actions at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
- Which is cheaper, Devin or GitHub Actions?
- GitHub Actions has a free tier; the other does not. Paid plans start at On request for Devin and Free for GitHub Actions.
- Does Devin or GitHub Actions run on more platforms?
- Devin runs on Desktop, Windsurf integration, Web. GitHub Actions runs on Web.
- Can I use GitHub Actions for free?
- Yes. GitHub Actions has a free tier, so you can try it without paying. Devin starts at On request.
- What is Devin best used for?
- Devin is most often used for feature implementation and ticket resolution in established codebases, code migrations and refactoring at scale across repositories, bug fixing and debugging with test-driven verification, rapid prototyping and proof-of-concept development. Of those, feature implementation and ticket resolution in established codebases and code migrations and refactoring at scale across repositories are not what GitHub Actions is typically brought in for.
Related pages
More on GitHub Actions
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