ZMIME
OpenAI · Released Sep 22, 2026

GPT-6 Luna

OpenAI's most efficient model for focused, high-volume tasks.

  • Proprietary
  • Reasoning
  • Tool calling
  • Vision
Capability
—No ECI score yet
Input
$0.10per 1M tokens
Output
$0.50per 1M tokens
Context
1.05M128K max output
Pricing

What it costs

Input
$0.10per million tokens
Output
$0.50per million tokens
Cached input
$0.01per million tokens
Cache write
$0.125per million tokens
Over 272K tokens
$0.20 / $0.75input / output per million
Blended (3:1)
$0.20cheaper than 78% of priced models

Typical monthly bills

Monthly usageEstimated cost
Side project2M input + 0.5M output tokens$0.45
Team assistant25M input + 5M output tokens$5.00
Production app250M input + 50M output tokens$50.00

Official OpenAI API price, as listed on models.dev.

Capability

Independent benchmarks

Epoch AI has not published a Capabilities Index score for GPT-6 Luna yet.

  • GPQA DiamondGraduate-level science questions · max setting90.5%
  • FrontierMath Tiers 1–3Research-level mathematics · max setting79.0%
  • OTIS Mock AIME 2024–2025Competition mathematics · max setting98.9%
  • SimpleQA VerifiedShort factual questions · max setting41.4%

Scores from Epoch AI, run independently of OpenAI.

Specifications

The details

Lab
OpenAI
Released
Sep 22, 2026
Knowledge cutoff
May 18, 2026
Context window
1,050,000 tokens
Max output
128,000 tokens
Inputs
Text, Images, PDFs
Output
Text
Reasoning
Adjustable effort low · medium · high · xhigh · max
Tool calling
Yes
Structured output
Yes
Weights
Proprietary
API model ID
gpt-6-lunaon OpenAI
Availability
24 API providerslisted on models.dev

OpenAI model documentation

Lab-reported

What OpenAI claims

Published by the lab at launch. Settings vary, so compare these only with care.

BenchmarkScoreSettingSource
DeepSWE v1.166.6max effortSource
Same lab

More from OpenAI

Questions

About GPT-6 Luna

How much does GPT-6 Luna cost?

GPT-6 Luna costs $0.10 input / $0.50 output per million tokens (official OpenAI API price). Cached input is $0.01 per million tokens, and writing to the cache costs $0.125. Requests over 272K tokens are billed at $0.20 input / $0.75 output. At a 3:1 input-to-output mix that is $0.20 per million tokens, cheaper than 78% of the 360 priced models we track.

What is the context window of GPT-6 Luna?

GPT-6 Luna accepts up to 1,050,000 tokens per request and can write up to 128,000 tokens in one response.

How good is GPT-6 Luna?

Epoch AI has not published a Capabilities Index score for GPT-6 Luna yet. Epoch AI benchmark results: GPQA Diamond 90.5%, FrontierMath Tiers 1–3 79.0%, OTIS Mock AIME 2024–2025 98.9%, SimpleQA Verified 41.4%.

Is GPT-6 Luna open source?

No. GPT-6 Luna is proprietary; you use it through OpenAI’s API or partner platforms.

What inputs does GPT-6 Luna support?

GPT-6 Luna accepts text, images and PDFs and replies in text. It is a reasoning model with low, medium, high, xhigh and max effort settings, supports tool calling and can return structured JSON output.

When was GPT-6 Luna released?

OpenAI released GPT-6 Luna on Sep 22, 2026. Its training data runs to May 18, 2026.

What are the best alternatives to GPT-6 Luna?

The closest current models from other labs on capability, price and release date are GLM-5.3-Flash (Z.ai (Zhipu), ECI 151.9, $0.15 / $0.50), DeepSeek V4 Flash 0731 (DeepSeek, ECI 154.5, $0.14 / $0.28), MiniMax-M3 (MiniMax, ECI 147.0, $0.30 / $1.20) and Inkling Small (Thinking Machines, ECI 150.2, $0.50 / $1.20).