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Max Kan

Analyst · Tokenomics Model co-lead

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Max Kan co-leads the Tokenomics team at SemiAnalysis. Previously, Max co-founded an RL environments startup called Habitat and did Strategy and Product at Jane Street. Max holds a Bachelor of Arts in Computer Science from Williams College.

He co-leads the Tokenomics Model, the firm’s demand-side model that translates AI revenue and usage into future hardware demand.

Model coverage by Max Kan

FinanceServing economics

Tokenomics Model

Unit economics engine for AI serving: bottoms-up token throughput, ROI on AI spend, and demand-side translation of revenue into future accelerator demand by hyperscaler, lab, and neocloud.

Unit economics Inference strategy Institutional

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