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GitHub vs Bitbucket: We Used Both for Three Years. One Fell Behind.

Ibby SyedIbby Syed, Founder, Cotera
8 min readMarch 8, 2026

GitHub vs Bitbucket: We Used Both for Three Years. One Fell Behind.

GitHub vs Bitbucket: We Used Both for Three Years. One Fell Behind.

We didn't choose Bitbucket. Bitbucket chose us. When I joined the company in 2022, the team was already on Bitbucket Cloud because the previous CTO had standardized on the Atlassian stack. Jira for project management, Confluence for docs, Bitbucket for code. The bundle pricing made financial sense, and the integrations between the three products were tighter than anything you could get from mixing vendors.

For a while, that was a reasonable setup. Then GitHub started shipping features faster than Atlassian could keep up, and we noticed.

The Atlassian Bundle Advantage

I want to give Bitbucket credit where it's earned, because the Atlassian integration story is genuinely good.

When Tomás created a branch named PROJ-1234-fix-auth-bug, Bitbucket automatically linked it to Jira ticket PROJ-1234. The Jira ticket showed the branch, the commits, the PR, and the deployment status. When the PR merged, the Jira ticket could auto-transition to "Done." No configuration required beyond connecting the two products, which took about five minutes.

Elena, who managed our projects in Jira, loved this. She never had to ask engineers about ticket status. The Jira board updated itself based on code activity. A ticket moved from "In Progress" to "In Review" when a PR was opened, and to "Done" when it merged. The connection between project management and code was seamless in a way that GitHub plus Jira has never matched, despite Atlassian's GitHub integration.

Confluence integration was the other strength. Link a Confluence page in a Jira ticket, and the page shows a sidebar with the ticket's status, assignee, and related PRs. Link a Bitbucket repo in a Confluence space, and you get commit activity feeds in your documentation. The three products felt like one system with three interfaces.

Bitbucket Pipelines pricing is also worth mentioning. Atlassian includes 50 build minutes per month on the free tier and the paid tiers are cheaper than GitHub Actions for comparable compute. For small teams watching their CI costs, this matters. Marcus pointed out that our Pipelines bill was about 30% less than what we'd pay for equivalent GitHub Actions minutes.

Where Bitbucket Fell Behind

The Pipelines ecosystem was the first thing that frustrated us. In 2023, we needed to add a security scanning step to our CI pipeline. On GitHub, this would have been a one-line addition: reference the vendor's Action from the marketplace, pass in your API token, done. On Bitbucket, the vendor had a "Pipe" (Bitbucket's equivalent of an Action), but it was community-maintained and hadn't been updated in eight months. We ended up writing a custom pipeline step with a Docker image, which took Tomás about six hours.

This pattern repeated. Every time we needed a new CI capability, the GitHub Actions marketplace had a maintained, vendor-supported action. Bitbucket Pipes had either nothing, a stale community contribution, or a vendor-maintained pipe that lagged behind the GitHub version by two or three feature releases. The ecosystem gap widened every quarter.

Code review was the second area. Bitbucket's PR interface is functional. You can review diffs, leave comments, approve or request changes. But GitHub's review experience is smoother. Suggested changes that the author can commit with one click. Review threads that can be resolved and tracked. Draft PRs for work in progress. Code owners that automatically request the right reviewers. Bitbucket has some of these features, but the implementation feels like it was built three years after GitHub's and never quite caught up.

Anya put it bluntly: "Every time I review a PR on Bitbucket after using GitHub on a side project, I feel like I'm using last year's phone."

Then came Copilot. GitHub integrated AI into the development workflow -- code completion in the editor, PR summaries, code review suggestions, vulnerability explanations. Bitbucket had no answer. Atlassian launched Atlassian Intelligence, but it's focused on Jira and Confluence, not the code hosting layer. As of early 2026, Bitbucket still has no native AI code assistance comparable to what GitHub offers.

Security features tell the same story. GitHub has Dependabot (automated dependency updates), CodeQL (semantic code analysis), secret scanning (catches leaked credentials on push), and security advisories baked into every repository. Bitbucket has... a security tab that links to third-party integrations. The native offering is minimal. For teams that care about supply chain security, this gap alone can justify the switch.

The Migration

We moved to GitHub in January 2025. The migration took about four weeks for 28 repositories.

The code transfer was painless. Git is Git. We pushed every repo to GitHub with full history intact. Tomás wrote a script that handled all 28 repos in an afternoon.

Pipelines to Actions was the time-consuming part. We had 19 pipeline configurations of varying complexity. Simple ones -- build, test, deploy -- translated in under an hour each. Complex ones with custom Docker steps, deployment gates, and environment-specific variables took longer. Tomás estimated about 80 hours total, spread across three weeks. The resulting Actions workflows were generally cleaner because the Actions YAML syntax is less nested than Bitbucket's, and the marketplace actions replaced several custom Docker steps.

The Jira integration was the loss we felt most. GitHub's Jira integration exists, but it's a third-party app that doesn't match the native Bitbucket-Jira connection. Branch names still link to tickets, but the auto-transition on PR merge is flaky. The deployment tracking that Elena relied on doesn't work the same way. She went from "the board updates itself" to "I have to check GitHub to see what's deployed."

We eventually set up a dependency version bumper agent that solved one problem we'd been ignoring on Bitbucket. Dependency updates. On Bitbucket, we had no equivalent to Dependabot, and our dependencies had drifted badly. The agent runs weekly across all 28 repos, checks for outdated dependencies, evaluates whether the update is a patch, minor, or major version change, and opens PRs with context about what changed in the new version and whether any of our code references deprecated APIs. In the first month, it opened 73 PRs and caught two dependencies with known security issues that had been sitting unfixed for five months.

What We Miss

The Jira integration. I've said it twice and I'll say it again because it was that good. If your team is deeply embedded in Jira and the automatic bidirectional sync between code activity and ticket state is part of your workflow, losing it hurts. GitHub's Jira integration is a pale substitute.

Bitbucket's built-in reviewer suggestion based on code ownership patterns was actually decent. When you opened a PR, Bitbucket suggested reviewers based on who had recently modified the files you changed. GitHub has CODEOWNERS, which is more explicit but requires maintenance -- someone has to keep the CODEOWNERS file updated. Bitbucket's approach was implicit and automatic. We've addressed this partly with agents that check PR diffs and suggest reviewers, but the native Bitbucket feature was simpler.

Pipelines pricing. Our GitHub Actions bill is about 40% higher than what we paid for equivalent Bitbucket Pipelines usage. For a team of 25 engineers running CI on every push, that's a few hundred dollars a month. Not a deal-breaker, but noticeable.

What We Don't Miss

The Bitbucket UI. It loads slowly, the navigation changed twice during our time on the platform, and the search across repos is unreliable. GitHub's interface is faster and more intuitive. This is subjective, but every engineer on the team agreed.

The limited marketplace. Every time we needed a new CI capability on Bitbucket, it was a research project. On GitHub, it's usually a solved problem with a maintained action.

The feature velocity gap. Bitbucket's changelog is sparse compared to GitHub's. GitHub ships features monthly. Bitbucket ships features quarterly at best. The product feels like it's in sustaining mode rather than growth mode, and using a product that isn't actively evolving makes you nervous about long-term investment.

The community isolation. On Bitbucket, our repos were private islands. On GitHub, we could open-source components, attract contributors, and participate in the broader ecosystem. For hiring, having an active GitHub org with visible contributions matters more than most people admit.

The Honest Verdict

If you're starting fresh, choose GitHub. The ecosystem advantage, AI integration, security features, and community effects make it the better platform for almost every team.

If you're on Bitbucket and deeply integrated with Jira, the migration decision is harder. You'll gain a better development platform but lose the best project management integration available. Weigh whether the Jira connection is worth staying on a platform that's evolving slower than its competitor.

If you're on Bitbucket without heavy Jira usage, migrate. The Atlassian bundle was Bitbucket's strongest argument. Without Jira in the picture, there's no feature where Bitbucket wins convincingly enough to offset GitHub's advantages.

We migrated eight months ago. Nobody has asked to go back. Elena still complains about the Jira integration twice a month, but she admits the rest of the platform is better. Tomás says his CI workflows are easier to maintain. Anya says her code reviews are faster. And the agents we've added for dependency management, PR generation, and cross-repo maintenance do things that Bitbucket never could have done natively.

The Atlassian bundle was a good deal in 2021. In 2026, the platform gap is too wide for bundled pricing to bridge.


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