Migrating from Amplitude to GitHub
The main reason teams move from Amplitude to GitHub is roadmapping. GitHub's approach — dominant platform for source control and collaboration — used by 100m+ developers, making it the de facto standard for open-source and most commercial software teams — suits solo and startup teams that have outgrown Amplitude's model. Here's how to migrate without losing historical context.
At a Glance
- Best-in-class behavioral analytics with powerful event segmentation, funnel analysis, and retention charts that go far deeper than Google Analytics
- Generous free Starter plan with up to 50,000 MTUs — enough for many early-stage startups to use without paying
- AI-powered natural language querying (Ask Amplitude) enables non-technical PMs and stakeholders to get insights without writing queries
- Dominant platform for source control and collaboration — used by 100M+ developers, making it the de facto standard for open-source and most commercial software teams
- GitHub Copilot is the leading AI coding assistant, deeply integrated into the platform with code completion, PR summaries, chat, and workspace planning
- GitHub Actions provides powerful, flexible CI/CD built directly into the repository with a massive ecosystem of community-authored actions
You gain with GitHub
- +roadmapping
- +sprint planning
- +backlog management
- +Kanban boards
Migration Steps
Audit and export your current workspace
Before touching GitHub, document what lives in Amplitude: projects and tasks, custom fields, automations, integrations, and team permissions. Export a full CSV backup — most tools support this from Settings → Export. Pay particular attention to any custom fields and workflow automations that your team relies on daily.
Set up your GitHub workspace
Create your GitHub workspace and replicate your project structure using epics, stories, and sprints. Start with the free tier — it covers the core workflow before you commit to a paid plan. Run with a single pilot team before migrating everyone.
Map your workflow equivalents
Find the closest GitHub equivalent for each Amplitude feature your team relies on. projects and tasks in Amplitude maps to epics, stories, and sprints in GitHub. GitHub supports custom fields — recreate your Amplitude field schema here first. Prioritise the critical path: task creation, status tracking, and assignment.
Import your data
GitHub supports CSV import for tasks and projects and has 20+ native integrations. After importing, rebuild your key automations — GitHub's automation engine can replicate most rules you had in Amplitude. Start with your most active project rather than importing everything at once.
Onboard your team
Run a 30-minute walkthrough covering the daily workflow: how to create epics, stories, and sprints, update status, and find your board. Expect a moderate ramp — most engineers and PMs hit their stride within a week. The biggest adjustment is usually the sprint ceremony workflow.
Run Amplitude in parallel for two weeks
Keep Amplitude read-only while your team works primarily in GitHub. This reduces risk and lets people reference historical context — old decisions, archived tickets, past sprint data — without slowing the migration. After two weeks with no new work going into Amplitude, archive the workspace and make GitHub the official home.
Ready to switch?
Read the full GitHub review for pricing, integrations, and team fit details.