HoYoverse's $14.6B AI investment builds a proprietary infrastructure moat
Summary
HoYoverse plans to invest up to $14.6B in AI over three years, disclosed at a private recruitment session on May 15, 2026
The spend targets a full in-house AI stack, explicitly bypassing reliance on external models
At 160x Krafton's GPU cluster budget, this sets a new capex threshold for live-service publishers
"AI will be central to future game development"
01
HoYoverse is building full-stack AI ownership, not buying API access
Co-founder Liu Wei outlined internal development across GPU clusters, training systems, and application architecture
In-house ownership eliminates exposure to third-party API pricing shifts and competitive leakage through shared providers
Krafton's AI-first pivot last year totaled ~$90M across GPU and retention spend
HoYoverse's $14.6B target dwarfs that by two orders of magnitude
02
Petit Planet is the first commercial test of proprietary AI tools
HoYoverse's upcoming life simulation title is the named first deployment
Disclosed use cases: AI-powered NPCs, content generation, and live-service environment automation
This creates a controlled testing ground before scaling AI across Genshin Impact and Honkai: Star Rail
03
Live-service competitors face a structural cost gap
At $14.6B over three years, this capex resembles cloud platform operators, not game publishers
Studios on third-party AI pay per token; HoYoverse amortizes owned compute at scale
Proprietary training data from HoYoverse's existing player base feeds models competitors cannot replicate off-the-shelf
For publishers benchmarking AI roadmaps, this resets what "serious" in-house capability costs
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