0
Applied AI·October 27, 2026·1 min read

Anthropic Relies on Close Connections With Amazon, Google and Microsoft

Share

A frontier lab simultaneously partnering with and competing against Amazon, Google, and Microsoft underscores how entangled the AI stack has become — compute, distribution, and product all cross. As a buyer, you should assume multi-cloud and multi-model realities, and negotiate portability rather than betting on a single vertically integrated stack.

Applied AI

Anthropic's S-1 shows an 85% gross margin in H1 from running its models, a reality check for skeptics who said pay-as-you-go model sales wouldn't be profitable

An 85% gross margin on model usage per [The Information](https://www.theinformation.com/articles/anthropics-85-margin-reality-check-skeptics) says the core API business can throw off software-like economics even under pay-as-you-go. Expect sustained price competition at the model layer and more pressure on downstream vendors to justify their take on top.