u/Danny_simmon

It’s been seven months since my ex and I broke up—it was her decision and she did it over FaceTime after 5 years. Since then, she’s completely blocked me on social media. She can’t even make eye contact with me, and whenever we end up at the same place or event, she avoids me entirely, keeping her back turned and making sure there’s no interaction at all.

There’s a lot of hype around Anthropic right now, but as they move toward going public I think they have some real hurdles that aren’t being talked about enough

1. Free Consumer AI vs Enterprise Monetization
   Anthropic still runs the classic tension: free or cheap consumer access vs very expensive underlying compute.

They do have a free Claude tier and a 20/month Pro plan, plus options that look similar to competitors in pricing. But in 2026 they’ve started unwinding some of the “all you can eat” behavior: agent usage, SDK calls, and heavy programmatic loops are behind pushed onto metered, per token billing instead of being bundled into flat subscriptions.

To me this says, consumer chat stays relatively cheap/free to preserve growth and data. Serious agentic and enterprise like usage must increase.

This underscores the bigger issue: if they keep frontier models expensive for enterprises what happens when CIOs restrict usage or focus on “efficiency” rather than broad experimentation. If they lower prices, they risk margin compression and more pressure on compute spend.

2. Open Source (Chinese) models and the distillation fight

Cheaper open source models specifically from China are optimized to undercut US frontier labs on price.

Anthropic has publicly accused several Chinese firms of running “distillation attacks” on Claude. This dovetails with a broader lobbying push in D.C from Anthropic and others, arguing that distillation is a national security risk and needs to be regulated or restricted.

Seems like they are trying to shape the rules in Washington with this!