What Are Reward-Driven Feature Flags?

What Are Reward-Driven Feature Flags?

• By Versia Team • 2 min read
feature-flagsoptimizationreward-driven

You know feature flags. Toggles that let you ship different versions of a feature to different users. But what if your flags could learn which version works best and send more traffic there automatically?

That’s what reward-driven feature flags do.

The Problem with A/B Testing

A/B tests are the standard way to compare variants. But they have a big problem: they waste half your traffic on the losing variant while you wait weeks for a result.

With 10,000 users per week and a 50/50 split, that’s 5,000 users seeing the worse option. Every single week.

A Better Way

Reward-driven flags work differently:

  1. You define variants. Two or more versions of a feature (a CTA button, a pricing page, an onboarding flow).
  2. You define success. What does “working” mean? A click? A purchase? A signup? You send a reward event when it happens.
  3. Versia learns. It starts by showing all variants equally, then gradually shifts traffic toward the ones that drive the most success.

That’s it. No statistics degree required. No waiting weeks. Your flags get smarter with every user interaction.

What Makes This Different

A/B Test Reward-Driven Flags
Traffic split Fixed 50/50 Adaptive, more traffic to winners
Time to results Weeks Starts learning immediately
Manual work Set up, wait, analyze, decide Set up, send rewards, done
Personalization One winner for everyone Can learn what works for different users

How It Feels to Use

  1. Create a flag in the Versia dashboard
  2. Add your variants
  3. Enable reward-driven mode
  4. Integrate with any OpenFeature SDK (a few lines of code)
  5. Send a reward event when users convert
  6. Watch the dashboard. Traffic shifts toward winners automatically

No configuration, no tuning, no analysis. Just results.

When to Use Reward-Driven Flags

They’re great for anything where you have multiple options and a measurable outcome:

  • CTA buttons: which text gets more clicks?
  • Pricing pages: which layout drives more purchases?
  • Onboarding flows: which sequence retains more users?
  • Email subject lines: which one gets more opens?

Getting Started

Ready to try it? Check out our Getting Started guide. You’ll have your first reward-driven flag running in minutes.

Stop guessing. Start learning. Try Versia free.