OpenAI has reduced the API pricing for GPT-5.6 Luna by 80% and GPT-5.6 Terra by 20%, making AI agent workloads significantly more affordable for many developers.
However, the flagship GPT-5.6 Sol remains unchanged, and lower token prices don't necessarily mean lower production costs. Retries, latency, tool usage, and task completion rates still matter.
This article explores what changed, how the new pricing affects developers, and why cost per completed task is a better metric than cost per token.
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