According to the Wall Street Journal, leading AI company

The core driver of this explosive growth lies in the widespread adoption of its coding tools in enterprise environments, as well as strong demand for its flagship model Claude in autonomous "agent" application scenarios. Faced with a growing demand for computing power, Anthropic has secured resource supply through new data center agreements and even collaborations with SpaceX.
Meanwhile, although the new flagship model Opus4.7 caused a 12% increase in token consumption per request to 30%, effectively raising user costs, Anthropic's own resource utilization efficiency is significantly improving, with the computing cost per dollar of revenue expected to drop from 71 cents in the first quarter to 56 cents in this quarter.
In contrast, competitor OpenAI has adopted a more aggressive direct price increase strategy, with the input and output prices for one million tokens of GPT-5.5 now reaching $5 and $30 respectively, effectively doubling actual user costs. In the technical ecosystem, Cursor's Composer2.5 is competing with Opus4.7 and GPT-5.5 at a very low cost, while open-source models like Kimi K2.6 and DeepSeek Code are also challenging on multiple dimensions.
Amidst the fierce competition, Anthropic has successfully reduced costs by leveraging its lightweight consumer-side operations and deep investment agreements with Google and Amazon. This first profit turnaround not only validates its specific business path but will also drive the entire generative AI industry to accelerate its transition from irrational technological arms race to a commercialization phase focused on high return on investment (ROI).



