Frontier labs as businesses.
Revenue, valuation, deployment posture, and risk. Numbers are repo-backed and marked by source type and confidence.
Zhipu AI / Knowledge Atlas
Sovereign enterprise and government deployment demand is the monetization wedge. GLM should be analyzed less like a consumer app and more like private-cloud AI infrastructure.
DeepSeek
DeepSeek is the canonical sparse open-weight economics case: architectural efficiency and open distribution can reset price expectations even when revenue is opaque.
Moonshot AI
Moonshot is the test of whether a China-native consumer AI app can convert long-context pull into durable subscription or API economics.
MiniMax
MiniMax is the app-native China lab pattern: global consumer and creative tools can grow fast, but losses show that app distribution does not remove frontier burn.
Anthropic
Anthropic is the code-agent and enterprise reliability monetization case, with compute procurement as the visible margin constraint.
OpenAI
OpenAI is the consumer distribution and frontier API scale case. ChatGPT is the asset; the model alone is not the moat.