VQV Signal

USEFUL NOW SOURCE-BACKED TECHNICAL

Ask HN asks why OpenAI does not start its own companies instead of selling model tokens

A Hacker News discussion post asks why frontier AI labs such as OpenAI and Anthropic sell model access as their main revenue source rather than building their own products on top of the models. The poster suggests that starting companies could bring in more money and questions whether selling tokens is the best strategy. The post also raises the idea that falling prices and commodification of AI models could point toward that alternative. The snippet is a forum question rather than a reported announcement, so it presents an opinion and does not describe a company decision.

Source: Hacker News Front Page · news.ycombinator.com Published 2026-10-22T21:03:55+00:00 Detected 2026-10-23T17:24:58+00:00
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A Hacker News discussion post asks why frontier AI labs such as OpenAI and Anthropic sell model access as their main revenue source rather than building their own products on top of the models. The poster suggests that starting companies could bring in more money and questions whether selling tokens is the best strategy. The post also raises the idea that falling prices and commodification of AI models could point toward that alternative. The snippet is a forum question rather than a reported announcement, so it presents an opinion and does not describe a company decision.

AI-assisted summary based on the listed source.

Title is a bit of an exaggeration but the question is more: if the frontier models are so good, why even sell them as your primary money maker? Couldn't OpenAI or Anthropic make a lot more money by just starting companies themselves that leverage the models and building their own products? Is selling tokens really...

Developers and businesses that rely on paid model APIs may watch this debate for signs of how AI labs will balance selling access against competing with their own customers. Investors could use the question to test assumptions about margins in token-based pricing. The source is an open question, so it offers no confirmed plan, and readers should watch for official statements or pricing changes from the labs.

Signal Strength 72% Technical label SOURCE-BACKED Public Interest 24 Category USEFUL NOW Reader Depth TECHNICAL Event context 1 source

Signal Strength reflects source quality, relevance, freshness and evidence. Public Interest helps organize discovery; it is not proof of truth.

Public Interest components
Recognizable Entity Score 0 Practical Impact Score 20 Novelty Interest Score 70 Consequence Score 10 Curiosity Score 0 Shareability Score 45

OpenAI is drawing pricing and access attention

OpenAI has a source-backed pricing with coverage spanning pricing.

1 source 1 angle PRICING

VQV surfaced this signal because it is recent, relevant to AI Search, connected to Hacker News Front Page.