What Changes When You Switch from A/B Testing to Reward-Driven Flags?

Three things change when you switch from A/B tests to reward-driven feature flags: traffic allocation becomes automatic (winning variants earn more traffic as evidence comes in), there is no waiting for statistical significance (optimization starts with the first interactions), and you stop analyzing results by hand (you send a reward event when a user converts, and Versia does the analysis). Your variants, your success metrics, and your feature flag code stay exactly the same.

What Stays the Same

• You still define variants (control, treatment A, treatment B)
• You still measure outcomes (conversions, clicks, revenue)
• You still use feature flags in your code
• You still look at a dashboard to see results

What Changes

Traffic allocation is automatic

With A/B testing, you set a 50/50 split and wait. With reward-driven flags, traffic starts equal but automatically shifts toward the winning variant. Less traffic is wasted on losers.

No waiting for statistical significance

A/B tests require you to wait until you have enough data to declare a winner. Reward-driven flags start improving from the first interaction. There’s no “test end date.”

You send rewards instead of analyzing results

Instead of exporting data and running statistical tests, you just send a reward event when something good happens (a conversion, a purchase). Versia does the analysis for you.

How to Switch

Step 1: Create your flag in Versia

Log in, create a flag, add your variants, and enable reward-driven mode.

Step 2: Connect your app

Use any OpenFeature SDK. It’s a few lines of code:

const variant = await client.getStringValue('banner-cta', 'default', {
  targetingKey: userId
});

Step 3: Send rewards

When a user takes the action you care about, send a reward:

client.track('conversion', {
  targetingKey: userId,
  trackingEventDetails: {
    flagKey: 'banner-cta',
    reward: 1.0
  }
});

Step 4: Watch the results

Open the Versia dashboard. You’ll see traffic shifting toward the better-performing variants within hours, not weeks.

What to Start With

Pick one flag. Something low-risk but measurable:

• A CTA button with two or three text options
• A pricing page with different layouts
• An email subject line

Once you see how it works, you’ll want to migrate more.

---

Same concept. Less work. Better results. Try Versia free and see the difference.