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.
Benchmark results
Independent, published benchmarks. Blended score 63.8 across 1 benchmark, last refreshed 2026-10-13. How scoring works →
| Benchmark | Measures | Score |
|---|---|---|
| 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 →
| Job | Tokens | Cost |
|---|---|---|
| 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 →
| # | Category | Score |
|---|---|---|
| #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
OpenAI: GPT-6.1 Sol Pro
OpenAI: GPT-6.1 Sol Pro (batch)
OpenAI: GPT-6.1 Sol
OpenAI: GPT-6.1 Sol (batch)
OpenAI: GPT-6 Luna Pro
OpenAI: GPT-6 Luna Pro (batch)
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.