LessWrong (30+ Karma)

“Unit economics of LLM APIs” by dschwarz, nikos, Lawrence Phillips


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Disclaimer 1: Our calculations are rough in places; information is sparse, guesstimates abound.

Disclaimer 2: This post draws from public info on FutureSearch as well as a paywalled report. If you want the paywalled numbers, email [email protected] with your LW account name and we’ll send you the report for free.

Here's our view of the unit economics of OpenAI's API. Note: this considers GPT-4-class models only, not audio or image APIs, and only direct API traffic, not usage in ChatGPT products.

  • As of June 2024, OpenAI's API was very likely profitable, with surprisingly high margins. Our median estimate for gross margin (not including model training costs or employee salaries) was 75%.
  • Once all traffic switches over to the new August GPT-4o model and pricing, OpenAI plausibly still will have a healthy profit margin. Our median estimate for the profit margin is 55%.
  • The Information implied that OpenAI rents [...]

The original text contained 1 image which was described by AI.

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First published:

August 27th, 2024

Source:

https://www.lesswrong.com/posts/SJESBW9ezhT663Sjd/unit-economics-of-llm-apis

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Narrated by TYPE III AUDIO.

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