Feature Flags vs Server-Driven UI: When to Use Each
Both feature flags and server-driven UI help you update mobile apps without releases. But they solve different problems. Here's how to choose the right tool for your needs.
The Quick Comparison
| Capability | Feature Flags | Server-Driven UI |
|---|---|---|
| Toggle existing features | ✓ Built for this | ✓ Possible |
| Change UI layout | ✗ No | ✓ Full control |
| Add new UI components | ✗ Requires app update | ✓ Server-side |
| A/B test copy changes | ✓ Via remote config | ✓ Native support |
| A/B test layout changes | ✗ Needs coded variants | ✓ Any layout |
| Implementation effort | ✓ Low | Medium-High |
| Update old app versions | Limited (flag values only) | ✓ Full UI changes |
Feature Flags: The Basics
Feature flags (also called feature toggles) control whether a feature is enabled or disabled. They're typically boolean values, but can also be strings, numbers, or JSON for remote configuration.
Common feature flag use cases:
- Gradual rollouts — Release to 1%, then 10%, then 100%
- Kill switches — Instantly disable buggy features
- Beta features — Enable for specific user segments
- Remote config — Change text, colors, or values
Popular tools: LaunchDarkly, Statsig, Optimizely, Firebase Remote Config, PostHog
Server-Driven UI: The Basics
Server-Driven UI (SDUI) goes beyond flags. The server defines the entire UI structure — layouts, components, styling, and behavior — and the client renders it dynamically.
With SDUI, you can:
- Redesign screens — New layouts without app updates
- Add new sections — Insert banners, cards, or features anywhere
- Personalize at scale — Different UI per user segment
- Test unlimited variants — Any layout, not just pre-coded ones
Companies using SDUI: Airbnb, Netflix, Lyft, DoorDash, Uber, Shopify
When to Use Each
You've built a new checkout flow and want to release it to 5% of users first, then ramp up.
Your PM wants to test a hero banner vs. a grid layout, but neither is coded yet.
You want to test "Buy Now" vs. "Add to Cart" without a release.
Marketing wants a time-limited banner on the home screen. You don't have a banner component coded.
Your new feature has a critical bug. You need to turn it off NOW.
New users see an educational flow, returning users see quick start, enterprise sees admin setup.
The Power of Using Both Together
Feature flags and SDUI aren't mutually exclusive — they're complementary. Here's how mature teams use them together:
Pattern 1: Feature Flag Gates SDUI Screens
Use a feature flag to control whether a user sees the legacy (hardcoded) screen or the new SDUI-powered screen. This lets you gradually roll out SDUI without risk.
Pattern 2: SDUI with Live Values
Your SDUI layout references feature flag values. The server sends a layout that includes {{flags.showPromo}}, and the client resolves it at render time.
Pattern 3: Automatic Exposure Tracking
When SDUI renders a component tied to an experiment, it automatically logs exposure events. This is how companies like Airbnb run experiments without manual instrumentation.
Get both in one SDK
Pyramid combines server-driven UI with Live Values (feature flags) in a single, integrated SDK. Run experiments with automatic exposure tracking built-in.
Learn More →The Decision Framework
Ask yourself these questions:
- Do I need to change UI layout or just values?
Values → Feature Flags. Layout → SDUI. - Is the code already in the app?
Yes → Feature Flags can toggle it. No → SDUI can deliver it. - How often do I need to change this?
Occasionally → Feature Flags are simpler. Frequently → SDUI scales better. - Do I need to update users on old app versions?
If the feature isn't coded → Only SDUI can help.
Conclusion
Feature flags are the scalpel — precise, simple, and perfect for toggles and gradual rollouts. Server-Driven UI is the Swiss Army knife — powerful, flexible, and capable of transforming your entire mobile experience without app updates.
Most mature mobile teams use both. Start with feature flags for quick wins, then adopt SDUI for screens where you need maximum flexibility.