Anthropic’s strong third-quarter results, including $16.8 billion in revenue—a 46% sequential jump—and adjusted profitability, have bolstered trader confidence ahead of its planned November IPO targeting a $2 trillion valuation. The company, developer of the Claude large language models, recently hosted a pre-IPO investor day and is preparing a roadshow starting around November 9, positioning it to potentially surpass SpaceX’s record debut. Competitive dynamics favor Anthropic as OpenAI delays its own listing until at least 2027, though heavy compute commitments, prior net losses, and AI safety disclosures in the prospectus introduce uncertainty around sustained multiples. Market-implied odds reflect optimism over rapid adoption and hyperscaler partnerships, tempered by execution risks in a capital-intensive environment.