OpenAI GPT-5.6 Luna provider logo card

GPT-5.6 Luna: pricing, capabilities and latest changes

Fast, cost-efficient long-context reasoning model in OpenAI’s GPT-5.6 family.

GPT-5.6 Luna is OpenAI’s cost-efficient GPT-5.6 tier: a million-token API model for coding, agents and long-context work when Sol and Terra are more than the job needs.

On 30 July 2026 OpenAI cut Luna’s standard API rates by 80%. At $0.20 input and $1.20 output per million tokens it is now the family’s default volume tier, not merely a cheaper sibling.

At a glance

| Fact | Detail |

| --- | --- |

| Provider | OpenAI |

| Type | Commercial |

| Best for | Coding, agents, research, large document analysis |

| Context window | 1,050,000 tokens |

| API available | Yes |

| Local use | No |

| Last checked | 31 August 2026 |

Our verdict

Luna is the GPT-5.6 default for production routing. The July cut makes million-token context cheap enough for high-volume coding and research, while Sol remains the pick for the hardest jobs. It is still a hosted OpenAI model: do not use it if you need local weights.

| Score | Rating |

| --- | --- |

| Overall | ★★★★☆ |

| Coding | ★★★★☆ |

| Agents | ★★★★☆ |

| Research | ★★★★☆ |

| Budget | ★★★★★ |

Pricing

Standard API prices per million tokens, short context:

| Meter | Price |

| --- | --- |

| Input | $0.20 / million tokens |

| Cached input | $0.02 / million tokens |

| Cache writes | $0.25 / million tokens |

| Output | $1.20 / million tokens |

Long-context rates (OpenAI’s long-context columns on the official pricing table) are $0.40 input, $0.04 cached input and $1.80 output per million tokens. Batch and Fast mode differ from these standard rates.

Best for

  • High-volume coding, agents and research
  • Long-context analysis where Sol is unnecessary
  • Tool-using workflows with deliberate model routing

Avoid when

  • You need local inference or open weights
  • The task needs Sol-class reasoning
  • You cannot tolerate a hosted-provider dependency

What changed

  • 31 August 2026: Official pricing re-checked. Standard Luna rates are $0.20 / $0.02 / $1.20 per million tokens.
  • 30 July 2026: OpenAI reduced GPT-5.6 Luna pricing by 80%.
  • 17 July 2026: Profile created for GPT-5.6 Luna.

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Sources