Anthropic now earns $2.08 for every $1 it spends on compute

Anthropic generated $2.08 in revenue for every dollar it spent on compute in the second quarter of 2026. In the first quarter of 2025, that figure was $0.40. That works out to more than a fivefold improvement in about a year. The numbers behind the efficiency jump The broader first-half figures show how fast the business scaled. Anthropic reported $16.3 billion in revenue for H1 2026, compared with $1.1 billion in H1 2025. Over the same six months, the company spent nearly $9 billion on compute and infrastructure. That puts its first-half efficiency at roughly $1.70 to $1.81 in revenue per compute dollar. The second-quarter reading of $2.08 sits above that half-year range. That suggests the efficiency gains accelerated as the year went on, rather than arriving all at once. Growth kept going into the next quarter. Q3 2026 revenue reached $16.8 billion, up approximately 45% from Q2. Profitable, depending on how you count The headline efficiency figure comes with a large asterisk on the bottom line. Anthropic reported an $80.7 billion net loss for H1 2026. Most of that loss came from non-cash accounting charges tied to convertible instruments. Strip those charges out and the picture c...