Updated

OpenAI
GPT-6 Luna
OpenAI's most efficient GPT-6 model for focused, high-volume work, and Super Agent's default.
What is GPT-6 Luna?
GPT-6 Luna is the most efficient model in OpenAI's GPT-6 series, released on September 22, 2026 and positioned below GPT-6 Sol.
OpenAI built it for focused, repeated work with a clear goal, such as extracting invoice fields, classifying requests or writing structured summaries. It can also think hard when asked: OpenAI reports 66.6% on DeepSWE v1.1 at max effort and says that at higher effort it matches GPT-5.6 Sol on factuality. It is the default model in Super Agent, with reasoning from off to max.
- Provider
- OpenAI
- Context window
- 1.05M tokens
- Input
- Text, Image
- Reasoning
- Off to max
- Max output
- 128K tokens
- Knowledge cutoff
- May 18, 2026
- Released
- Sep 22, 2026
How GPT-6 Luna performs
Published by OpenAI
Results OpenAI reported for GPT-6 Luna. Each lab runs its own setup, so compare these with other models only inside the same table.
| Benchmark | Score | Setting |
|---|---|---|
| DeepSWE | 66.59% | max effort |
| Agents' Last Exam | 50.89% | max effort |
| OSWorld 2.0 | 52.68% | offline set, max effort |
| FrontierCode | 42.42% | max effort |
| AutomationBench | 20.7% | max effort |
| Factual error rate on difficult prompts (lower is better) | 7.56% | max effort |
Source: openai.com
On LMArena
People compare two anonymous answers and vote for the better one. Ranked here against the other chat models you can pick in Super Agent.
Text
#25 of 27 in Super Agent
All text prompts, with style control on. #91 of 418 on the full leaderboard, from 72,504 votes.
- 1Claude Opus 5.51509
- 2Claude Fable 51503
- 3Claude Fable 5.11503
- 4Claude Opus 51491
- 5Gemini 3.7 Flash1490
- 25GPT-6 Luna1442
Coding
#22 of 27 in Super Agent
Text prompts that ask for code. #65 of 413 on the full leaderboard, from 16,451 votes.
- 1Claude Fable 51551
- 2Claude Opus 5.51548
- 3GPT-6 Astra1543
- 4Kimi K31539
- 5Claude Fable 5.11538
- 22GPT-6 Luna1507
WebDev
#16 of 27 in Super Agent
Building working web apps in Code Arena. #38 of 149 on the full leaderboard, from 24,237 votes.
- 1Claude Opus 5.51807
- 2GPT-6 Astra1775
- 3Claude Sonnet 5.51768
- 4GPT-6.1 Sol1749
- 5Claude Fable 5.11743
- 16GPT-6 Luna1578
Math
#22 of 27 in Super Agent
Text prompts with math problems. #84 of 404 on the full leaderboard, from 3,974 votes.
- 1Claude Fable 5.11529
- 2Claude Fable 51521
- 3Claude Opus 51517
- 4GPT-6.1 Sol1513
- 5Claude Opus 5.51512
- 22GPT-6 Luna1448
Hard prompts
#25 of 27 in Super Agent
Complex, multi-part and demanding text prompts. #86 of 418 on the full leaderboard, from 44,579 votes.
- 1Claude Opus 5.51535
- 2Claude Fable 51529
- 3Claude Fable 5.11523
- 4Kimi K31516
- 5Claude Opus 51515
- 25GPT-6 Luna1466
Creative writing
#25 of 27 in Super Agent
Stories, poems and other original writing. #91 of 416 on the full leaderboard, from 16,380 votes.
- 1Claude Opus 5.51520
- 2Claude Fable 51501
- 3Gemini 3.7 Flash1492
- 4Claude Fable 5.11487
- 5Gemini 3.1 Pro Preview1481
- 25GPT-6 Luna1410
Vision
#23 of 23 in Super Agent
Prompts that include images, with style control on. #66 of 167 on the full leaderboard, from 3,662 votes.
- 1Claude Fable 51309
- 2Gemini 3.7 Flash1295
- 3GPT-6.1 Sol1294
- 4Claude Opus 5.51293
- 5Claude Opus 51288
- 23GPT-6 Luna1240
Source: LMArena, leaderboard published . Scores move as new votes come in.
What you can do with GPT-6 Luna
The default model in Flashloop's Super Agent
Reasoning from off to max, so it can reply instantly or think hard
Matches GPT-5.6 Sol on factuality at higher effort, according to OpenAI
5.4 points above GPT-5.6 Luna on AutomationBench at high effort
Takes images in a 1.05M-token context window
How to prompt GPT-6 Luna
- Turn reasoning off for instant replies when you only need ideas or rewrites.
- Raise effort to high before asking it to plan a multi-step project.
- Keep prompts short and direct; Luna is built for quick, focused turns.
Where GPT-6 Luna fits best
Fast back-and-forth chat
Quick prompt ideas for images and videos
Sorting, tagging and summarizing many items
Light agent tasks where speed matters
How GPT-6 Luna compares
| Model | LMArena text | LMArena coding | Context window | Reasoning |
|---|---|---|---|---|
| GPT-6 Luna | 1442#91 | 1507#65 | 1.05M tokens | Off to max |
| Grok 4.7 | 1441#96 | 1493#91 | 500K tokens | Low to max |
| DeepSeek V4 Flash | 1436#105 | 1484#106 | 1M tokens | Off, medium, high, extra high |
| GPT 5.6 Luna | 1453#75 | 1502#76 | 1.05M tokens | Off to max |
| Gemini 3.5 Flash Lite | 1455#71 | 1502#77 | 1M tokens | Low, medium, high |
Good to know before you start
- OpenAI positions it below GPT-6 Sol and GPT-6 Astra on demanding work
- Replies in text; any image or video you ask for is rendered by one of Flashloop's generation models
- OpenAI's system card notes it may refuse more requests than other GPT-6 models, including legitimate ones
Start chatting with GPT-6 Luna
Chat with GPT-6 Luna in Super AgentSelect GPT-6 Luna
Open Super Agent on Flashloop and choose GPT-6 Luna in the model picker.
Enter your prompt
Ask for what you need: an answer, a plan, or the images and videos you want the agent to make.
Send and keep going
Send the message. GPT-6 Luna answers in Super Agent and runs any generations you asked for.
Questions about GPT-6 Luna
Is GPT-6 Luna the default model in Super Agent?
Yes. Super Agent uses GPT-6 Luna unless you pick another model in the model picker. It starts at low reasoning effort.
How does GPT-6 Luna compare with GPT-6 Sol?
Luna is the faster, cheaper tier below Sol. OpenAI aims Luna at focused, high-volume tasks with a clear goal and Sol at complex coding and agent work.
Can GPT-6 Luna reply without thinking?
Yes. You can set reasoning to off for instant replies, or go up to max for hard tasks.
What is GPT-6 Luna Pro?
The same model run in OpenAI's pro reasoning mode. It does more work on each request, so it is slower and better kept for hard questions.
More chat models on Flashloop
Grok 4.7xAI's newest Grok, trained on many-hour problems and built to check its own work.
DeepSeek V4 FlashDeepSeek's fast, economical V4 model; Super Agent runs the April 2026 preview build.
GPT 5.6 LunaOpenAI's fastest, most affordable GPT-5.6 model for quick chat and high-volume work.
Gemini 3.5 Flash LiteGoogle's fastest, lowest-cost Gemini 3.5 model for extraction, routing and subagent tasks.