How WorldOS reached 300K+ players, running on Cheaper Gen.

WorldOS is a sandbox simulation game platform powered by AI agents. A new game grows in bursts, and generation demand grows with it, so media generation had to stay affordable and dependable from day one.

• Official models at prices below the official list, so generation cost stays proportionate as the player base grows.
• Automatic routing with live health checks and failover across channels, with failed generations refunded.
• One API for every model, so the team could ship the game instead of building model infrastructure.

Players build worlds and characters that AI agents bring to life; the game generates character art and scenes with Seedream, and short clips with Wan 3.0 reference-to-video.

Players have created 68,000 worlds and nearly 585,000 characters, and played more than 23 million turns.

• Wan 3.0Alibaba · video
• Seedream 5.0 LiteByteDance · image

WorldOS reached more than 300,000 registered players across 130+ countries and $360K in annual recurring revenue by October 2026, running on Cheaper Gen.