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OpenAI Slashes GPT-5.6 Luna Price by 80%, Reshaping LLM Economics

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Originally published on Simon Willison's Weblog by Simon Willison

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OpenAI Slashes GPT-5.6 Luna Price by 80%, Reshaping LLM Economics

Summary & Key Takeaways ​

  • OpenAI announced a massive 80% price drop for GPT-5.6 Luna and 20% for GPT-5.6 Terra.
  • The price reduction was enabled by GPT-5.6 Sol optimizing the model's forward pass and kernel code.
  • GPT-5.6 Sol autonomously rewrote and optimized production kernels using Triton and Gluon.
  • GPT-5.6 Luna is now significantly cheaper than competitors like Gemini 3.1 Flash-Lite and Claude Haiku 4.5.
  • This move drastically changes the landscape for lower-priced, high-performance models.

Our Commentary ​

Eighty percent! That's not just a price drop; it's a seismic shift. We've been talking about the cost of frontier models, and this move by OpenAI, driven by their own AI optimizing its inference, is a game-changer. It makes advanced AI dramatically more accessible and will undoubtedly accelerate innovation across the board. I genuinely didn't expect such an aggressive move so soon. The competitive landscape just got a lot more interesting.

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