openai

OpenAI: GPT-6 Luna

GPT-6 Luna is an OpenAI model that accepts text, image, and file inputs and returns text. Its context window is 1,050,000 tokens, with up to 128,000 tokens of output per response, so it can take in large document sets or long conversation histories in one request. It supports tool calling and reasoning. The available data does not confirm whether it supports structured output, so test that before relying on it for strict schema work. Pricing is $0.10 per million input tokens and $0.50 per million output tokens. That makes GPT-6 Luna worth shortlisting for high-volume, long-context jobs where cost per call matters, such as processing large files with tool use. Its blended benchmark score of 63.8 rests on a single independent benchmark, the AI Index, where it scored 62.9. One benchmark is thin evidence, so treat its quality standing as provisional and run your own task-specific evaluations.

Quality Score
100/100
price + capability + benchmarks
Input Price
$0.10
per 1M tokens · checked 2026-10-13
Output Price
$0.50
per 1M tokens · checked 2026-10-13
Context Window
1,050,000
tokens

Benchmark results

Independent, published benchmarks. Blended score 63.8 across 1 benchmark, last refreshed 2026-10-13. How scoring works →

BenchmarkMeasuresScore
AI Index broad capability composite 62.9
Model ID
openai/gpt-6-luna
Vendor
openai
Released
September 2026
Tokenizer
GPT
Input Modalities
file, image, text
Output Modalities
text
Max Output
128,000 tokens
Tool Calling
✓ supported
Structured Output
✓ supported
Reasoning Mode
✓ supported
Vision
✓ accepts images
Audio
no
Moderated
yes

What it costs in practice

Computed from the current $0.10/M input and $0.50/M output rates. Run your own numbers →

JobTokensCost
Summarize a 50-page report 30k in / 1.5k out under $0.01
Classify 1,000 customer emails 500k in / 50k out $0.08
A month of a busy support chatbot 5M in / 2M out $1.50

Category rankings

Where OpenAI: GPT-6 Luna places across the 15 categories it ranks in. How we rank →

#CategoryScore
#11 Image CaptioningVision · of 25 ranked 120
#13 Short-Form SummarizationWriting · of 25 ranked 127
#13 Email DraftingWriting · of 25 ranked 123
#13 Language LearningEducation · of 25 ranked 123
#13 Chat CompanionPersonal · of 25 ranked 127
#15 Social Media PostsWriting · of 25 ranked 119
#15 Voice Assistant BackendVoice · of 25 ranked 123
#15 Trivia & General KnowledgePersonal · of 25 ranked 117
#18 Code CompletionCode · of 25 ranked 133
#22 JSON ExtractionData · of 25 ranked 131
#22 Sales / Cold EmailBusiness · of 25 ranked 119
#22 Job Application DraftingBusiness · of 25 ranked 119
#22 Journaling HelperPersonal · of 25 ranked 119
#22 Recipe GenerationPersonal · of 25 ranked 119
#24 Customer SupportBusiness · of 25 ranked 127

Similar models

Quick answers

How much does OpenAI: GPT-6 Luna cost?
$0.10 per million input tokens and $0.50 per million output tokens.
What is OpenAI: GPT-6 Luna's context window?
1,050,000 tokens, roughly 1,575 pages of text in a single request.
Does OpenAI: GPT-6 Luna support tool calling?
It supports tool calling, structured output, a reasoning mode.
Can OpenAI: GPT-6 Luna process images?
Yes, it accepts image input.

The Model Movers Report

One email every Friday, built from this site's own rankings: the current top five by benchmark score, every model released in the last seven days, and one note worked out from that week's numbers. You can unsubscribe from any issue with one click.