Migrating from Amplitude to Datadog
Datadog is built for infrastructure monitoring and application performance monitoring at scaleup and enterprise scale. This guide covers the practical steps to move your workflow from Amplitude across without losing data or disrupting your team mid-sprint.
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
- Unified observability platform — infrastructure monitoring, APM, logs, RUM, synthetics, and security all in one place, reducing tool sprawl
- 750+ out-of-the-box integrations covering virtually every cloud service, database, framework, and DevOps tool in modern stacks
- Watchdog AI automatically detects anomalies and correlates issues across the entire stack, significantly reducing mean time to resolution
You gain with Datadog
- +mobile app
Migration Steps
Audit and export your current workspace
Before touching Datadog, 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 Datadog workspace
Create your Datadog workspace and replicate your project structure using tasks and projects. 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 Datadog equivalent for each Amplitude feature your team relies on. projects and tasks in Amplitude maps to tasks and projects in Datadog. Datadog supports custom fields — recreate your Amplitude field schema here first. Prioritise the critical path: task creation, status tracking, and assignment.
Import your data
Datadog supports CSV import for tasks and projects and has 20+ native integrations. After importing, rebuild your key automations — Datadog'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 tasks and projects, update status, and find your board. Datadog has a steeper learning curve. Budget 2–3 weeks for full adoption and schedule follow-up sessions after week one.
Run Amplitude in parallel for two weeks
Keep Amplitude read-only while your team works primarily in Datadog. 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 Datadog the official home.
Ready to switch?
Read the full Datadog review for pricing, integrations, and team fit details.