Quest 3 Launch: VPS at Consumer Scale
Quest 3 brings VPS to mainstream consumers - the largest deployment yet and what we learned.
Quest 3 launched with VPS enabled by default for MR experiences. Our largest deployment by far.
Launch Numbers
First week:
- 500K+ devices activated
- 2M+ VPS queries served
- 50K+ unique locations attempted
- 87% success rate in covered areas
Scale we've never seen before.
What Worked
Infrastructure scaling: Invested heavily in Q2-Q3. Handled launch load without incident.
On-device caching: Popular locations cached on device. 40% of queries served locally.
Developer readiness: Launch apps worked. First-party MR experiences performed well.
User experience: When VPS works, users don't notice it (which is good).
What Didn't
Coverage gaps: Many users in unmapped areas. "VPS not available" frustrating.
Outdoor sunlight: Still challenging. Accuracy drops in bright conditions.
Onboarding confusion: Users don't understand what VPS does or when it's working.
Power consumption: Higher than target in continuous MR mode.
User Feedback Themes
Positive:
- "Content stays in place - feels like magic"
- "Navigation actually works"
- "Shared MR with friend was amazing"
Negative:
- "Doesn't work at my house" (not mapped)
- "Glitchy outside in the afternoon" (sunlight)
- "Drains battery too fast"
Rapid Response
First month fixes:
- Expanded coverage to top-requested areas
- Improved sunlight robustness (server-side model update)
- Better error messaging
- Power optimization patch
Advantages of server-side components: can update without device update.
Scale Lessons
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Long tail is really long: The locations users want are incredibly diverse. Can't map everything.
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Good enough beats perfect: 80% accuracy everywhere beats 95% in limited areas.
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Failure UX matters as much as success: How VPS fails determines user perception.
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Self-service is essential: Can't manually map everywhere users want.
Looking Forward
Quest 3 establishes VPS as core infrastructure. Now the question is expansion:
- More coverage (crowdsourced + partnerships)
- Better indoor (still behind)
- Glasses integration (next frontier)
Three years from concept to consumer scale. The foundation is set.