Migrating from Datadog to Grafana is a common transition in the developer tools space. This guide covers every step of the process, from exporting your Datadog data to getting your team fully productive in Grafana. Whether you're switching for better features, pricing, or team fit, a well-planned migration minimizes disruption.
Migration Guide
Datadog to Grafana
Step-by-step guide to migrate from Datadog to Grafana in 2026. Everything you need for a smooth switch.
Medium difficultyPT4H6 steps
Quick Answer
How to migrate from Datadog to Grafana: Medium difficulty, PT4H, 6 steps. Migrating from Datadog to Grafana is a common transition in the developer tools space.
Overview
Before You Start
Before starting your migration, audit your Datadog usage thoroughly. Document active projects, key integrations, custom configurations, and team workflows. Clean up unused data to keep your Grafana workspace organized from day one. Notify your team at least a week in advance and designate migration leads for each department.
How to Migrate from Datadog to Grafana
1
Export data from Datadog
PT30MUse Datadog's built-in export tools to download your data. Most platforms offer CSV, JSON, or API-based export options.
2
Set up your Grafana account
PT30MCreate your Grafana workspace, configure settings, and set up the organizational structure to mirror your current setup.
3
Map features and data fields
PT30MReview how Datadog concepts translate to Grafana. Document the mapping for custom fields, statuses, and workflows.
4
Import data into Grafana
PT45MUse Grafana's import tools, CSV upload, or a third-party migration service to bring your data from Datadog.
5
Recreate automations and integrations
PT45MReview your Datadog automations, integrations, and custom workflows. Rebuild them using Grafana's native automation features.
6
Verify data and train your team
PT30MCheck that all critical data transferred correctly. Provide training sessions and documentation to help your team adjust to Grafana.
Feature Mapping: Datadog vs Grafana
| Feature | Datadog | Grafana |
|---|---|---|
| Repositories | Datadog Repositories | Grafana Repositories |
| Issues | Datadog Issues | Grafana Issues |
| CI/CD | Datadog CI/CD | Grafana CI/CD |
| Code Review | Datadog Code Review | Grafana Code Review |
| Packages | Datadog Packages | Grafana Packages |
Data Transfer Checklist
Transfers successfully
- Git repository (code, branches, tags)
- Issues
- Pull/merge requests
- Wiki pages
- Labels
Needs manual work
- CI/CD pipelines (need conversion)
- App/plugin configurations
- Package registry data
- Security scan results
After Migration
After migrating, keep Datadog accessible for at least 30 days as a reference. Monitor team adoption and gather feedback on the Grafana experience. Set up a dedicated help channel for migration questions. Track key productivity metrics to ensure the switch is successful.
Our Verdict
The migration from Datadog to Grafana is manageable with proper planning. The biggest factor in a successful switch is thorough preparation and giving your team adequate time to adjust to the new platform.
Datadog to Grafana Migration FAQ
A typical migration takes 3-5 hours for the technical setup. Larger organizations with extensive data may need additional time. We recommend a 1-2 week transition period for full team adoption.
Most core data can be transferred using export/import tools. However, some platform-specific features like custom automations and plugin data may need to be manually recreated in Grafana.
Yes, we recommend running both tools in parallel for 1-2 weeks. This gives your team time to adjust and ensures nothing is missed during the transition.
Both are strong options in the developer tools space. Grafana may offer different strengths depending on your team's needs. We recommend evaluating your specific requirements and taking advantage of any free trial before committing.
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