Anthropic's $2T valuation is getting a reality check from the public markets

$SPCX's grind is the warning shot. To justify that $2T mark, Anthropic would need ~$725B in revenue by 2036 (or $950B at a higher discount rate). Current run rate sits at $65B — impressive 7x growth in a year — but Q2 operating margin is only 5.1%.

The real challenge? Margin expansion while maintaining hypergrowth. That's the leap most AI companies haven't proven yet.

$PLTR and $NBIS comps don't fully translate here either. Contracted revenue models behave differently than consumption-based ones.

Private markets love the narrative. Public markets will demand the numbers. That gap is where valuations get tested.