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GPT-5.6 Luna

gpt-5.6-luna

52Index
ClosedGenerally available1.1M contextTextImage

Pick this when

High volume, classification, fan-out, and the cheap first pass of an agent stack.

Skip when

The task is actually hard. Luna will spend tokens retrying and lose the discount.

Lowest measured task cost in the closed frontier families. Scores with good open models while remaining a first-party OpenAI endpoint.

Price

Input / 1M
$0.20
Output / 1M
$1.20
Measured task
$0.05

80% price cut on 30 Jul 2026. Same 272K surcharge pattern.

Shape

Context
1.1M
Max output
128K
Released
2026-07
Tools
Yes
Reasoning
Yes

Scores

Intelligence index52
GPQA Diamond78
Terminal-Bench 2.161
Agentic index28
Arena
—
Speed
180/s
GPQA
78.4%
Term.
61.2%
  • AA Index. The single number most people mean by “how smart.” It is a blend, so a specialist can lose here and still win the job you care about.
  • GPQA. A clean test of hard reasoning. PhD experts sit around 65%. It says little about writing, tools, or taste.
  • Term.. Closest public proxy for coding agents that live in a terminal. A high index score with a weak terminal score is a warning.
  • Arena. Captures taste and usefulness that unit tests miss. Sample size varies by model, so treat gaps under ~100 Elo as noise.

OpenAI · San Francisco. ChatGPT's parent. The GPT-5.6 line is a three-rung ladder: Sol for hard work, Terra for most production traffic, Luna for volume.

Compiled 2026-08-28 from public Artificial Analysis, LMSYS-style arena, and first-party price sheets. Scores move. Recheck before you spend.

A two-point gap on the intelligence index is noise for most work. Cost per finished task is the number that shows up on the invoice.