Anthropic’s closely matched market odds around $1.75–$2.25 trillion reflect uncertainty over its expected late-2026 IPO pricing after the confidential S-1 filing and $965 billion May valuation. Explosive revenue growth to $4.6 billion in 2025, with annualized run rates now far higher, plus frontier large language model leadership on benchmarks like Artificial Analysis, supports the $2 trillion target that would surpass SpaceX. Yet heavy compute commitments exceeding $500 billion, widening operating losses, and intensifying competition from OpenAI and Google in enterprise and coding workloads create swing factors. Recent enterprise partnerships, including the October HCLTech Global Premier deal for governed agentic AI, and ongoing safety initiatives add momentum, while analyst skepticism on margins and profitability could influence final pricing.