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GPT-5.5 Pro vs GPT-5.6 Luna

This page is context-first: how much text each model can take in one request. Full specs adds capabilities and limits; the pricing matrix below is only about $/million tokens from hosts that list both models.

Openai

Model

GPT-5.5 Pro

Image inputTool calling

Context window

1.1M

1,050,000 tokens · ~788K words

Model page
Openai

Model

GPT-5.6 Luna

Image inputTool calling

Context window

1.1M

1,050,000 tokens · ~788K words

Model page

Context window · side by side

Bar length is relative to the larger of the two windows (100% = max of this pair). This is not pricing.

GPT-5.5 Pro1.1M
GPT-5.6 Luna1.1M

Same context window size for both models.

GPT-5.5 Pro and GPT-5.6 Luna have identical context windows (1050K tokens).

Full specs

Context, output, capabilities, and dates. Green highlights the favorable value where we compute a winner.

SpecGPT-5.5 ProGPT-5.6 Luna
Context window1,050,000 tokens (1050K)1,050,000 tokens (1050K)
Max output tokens128,000 tokens (128K)128,000 tokens (128K)
Speed tierBalancedBalanced
VisionYesYes
Function callingYesYes
Extended thinkingYesYes
Prompt cachingNoYes
Batch APINoNo
Release dateApr 2026Jul 2026

Pricing matrix

Dollar rates only: hosts that list both models, per 1M tokens. For how much text fits, use the context section above — not this table.

ProviderGPT-5.5 Pro inGPT-5.5 Pro outGPT-5.6 Luna inGPT-5.6 Luna out
Openai$1.00/M$6.00/M

Frequently asked questions

GPT-5.6 Luna has a larger context window: 1050K tokens vs 1050K. For long documents, large codebases, or extended agent sessions, the larger context window reduces the need to chunk inputs or summarize history.

Powered by Mem0

Use a smaller model.
Get better results.

Mem0 gives your AI long-term memory so you stop re-sending context on every call. That means you can use a smaller, faster, cheaper model — and still get better answers.

Example: a multi-turn chat session

Without Mem0~128K tokens sent
Full history
Repeated info
Old context
With Mem0~20K tokens sent
Key memories
Current turn

80% less to send — works with any model