Testing & QA · head to head
GitHub Actions vs Humanloop
H
Humanloop
Software Development
The LLM evals platform for enterprises
- From
- Free
- Rated
- -
The short version
- Each has a real cost: 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; Humanloop the free plan caps at 2 members, 50 eval runs, and 10,000 logs per month; every tier above that requires contacting sales, with no self-serve paid plan published, as of August 2026.
Where they differ
Only the attributes on which GitHub Actions and Humanloop actually diverge.
| Attribute | GitHub Actions | Humanloop |
|---|---|---|
| Category | Testing & QA | Software Development |
| Founded | 2008 | Unknown |
Identical on both: starting price (Free), pricing model (freemium), free tier (Yes), platforms (Web), user rating (Not yet rated).
What people use each for
The jobs each tool is most often brought in to do.
GitHub Actions
- Running CI builds and tests on pushes and pull requestsnot Humanloop
- Automating releases, container image builds and deployments from a repositorynot Humanloop
- Scheduled maintenance jobs and repository automationnot Humanloop
Humanloop
No use cases recorded yet. See the Humanloop review.
Where each one falls short
Documented limitations, not opinions. Every one is a constraint you would hit in normal use.
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
Humanloop
- The free plan caps at 2 members, 50 eval runs, and 10,000 logs per month; every tier above that requires contacting sales, with no self-serve paid plan published, as of August 2026.
Pricing, plan by plan
GitHub Actions
FreeNo published plan breakdown. See the GitHub Actions review.
Humanloop
FreeNo published plan breakdown. See the Humanloop review.
Which should you pick?
Questions people ask
- Is GitHub Actions or Humanloop better?
- Neither clearly leads. GitHub Actions starts at Free and Humanloop at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
- Which is cheaper, GitHub Actions or Humanloop?
- GitHub Actions starts at Free and Humanloop at Free.
- Does GitHub Actions or Humanloop run on more platforms?
- Both run on Web, so platform support will not decide this one for you.
- Can I use GitHub Actions for free?
- Both have a free tier, so you can try either at no cost before committing.
- What is GitHub Actions best used for?
- GitHub Actions is most often used for running ci builds and tests on pushes and pull requests, automating releases, container image builds and deployments from a repository, scheduled maintenance jobs and repository automation. Of those, running ci builds and tests on pushes and pull requests and automating releases, container image builds and deployments from a repository are not what Humanloop is typically brought in for.
Related pages
More on GitHub Actions
Other head to heads
- GitHub Actions vs CircleCI
- GitHub Actions vs Insomnia
- GitHub Actions vs BrowserStack
- GitHub Actions vs BugHerd
- GitHub Actions vs Cypress
- GitHub Actions vs Playwright
- GitHub Actions vs Zephyr Scale
- GitHub Actions vs Cursor
- GitHub Actions vs Windsurf
- GitHub Actions vs Zed
- GitHub Actions vs Amp
- GitHub Actions vs Codacy
- GitHub Actions vs DeepSource
- GitHub Actions vs Augment Code
- GitHub Actions vs Drizzle ORM
- GitHub Actions vs Flagsmith
- GitHub Actions vs Unleash
- GitHub Actions vs Baseten
- GitHub Actions vs Braintrust
- GitHub Actions vs Bun
- GitHub Actions vs Cline
- GitHub Actions vs Devin
- GitHub Actions vs Factory
- GitHub Actions vs Langfuse
- GitHub Actions vs LangSmith
- Humanloop vs CircleCI
- Humanloop vs Insomnia
- Humanloop vs BrowserStack
- Humanloop vs BugHerd
- Humanloop vs Cypress
- Humanloop vs Playwright
- Humanloop vs Zephyr Scale
- Humanloop vs Cursor
- Humanloop vs Windsurf
- Humanloop vs Zed
- Humanloop vs Amp
- Humanloop vs Codacy
- Humanloop vs DeepSource
- Humanloop vs Augment Code
- Humanloop vs Drizzle ORM
- Humanloop vs Flagsmith
- Humanloop vs Unleash
- Humanloop vs Baseten
- Humanloop vs Braintrust
- Humanloop vs Bun
- Humanloop vs Cline
- Humanloop vs Devin
- Humanloop vs Factory
- Humanloop vs Langfuse
- Humanloop vs LangSmith