GPT

GPT-6 Luna

GPTCompact
ThinkingTool UseVisionStructured Output

About this model

GPT-6 Luna is the fast, cost-efficient model in OpenAI's GPT-6 series, positioned below GPT-6 Sol. It is suited for high-volume and latency-sensitive workloads such as chat, classification, and lightweight agentic...

Performance Tier

Compact

GPT-6 Luna is a compact model from GPT : optimized for speed and affordability.

Small, fast, and affordable. Optimized for speed and low cost, great for high-volume or simple tasks.

Pricing

This model is included in Elosia plans
Affordable

Low cost. Suitable for sustained use and high-volume interactions.

Typeper 1M tokens
Input (prompt)$0.100
Output (completion)$0.500
Cache read$0.010
Cache write$0.125

Capabilities

Context Length1.1M
Max Output Tokens128K
TokenizerGPT
Inputfile, image, text
Outputtext
Release DateSeptember 22, 2026

Benchmarks

General Intelligence
MMLU
Not reported
Mathematics
MATH-500
Not reported
Programming
HumanEval
Not reported
Reasoning
ARC-AGI-2
31.4%
Humanity's Last Exam
38.5%
Multimodal
MMMU-Pro
75.5%

Where does GPT-6 Luna stand?

Compare its performance index against every other model.

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Recommended Use Cases

General ChatData ExtractionSummarizationCustomer SupportCoding

Strengths

  • Fast, cost-efficient tier of the GPT-6 family, built for high-volume and latency-sensitive workloads such as chat, classification and lightweight agents
  • 1M-token context window, uncommon for a model of this class
  • Solid agentic coding and computer use for its class when run at high reasoning effort
  • Multimodal (text, image, file) input with native tool calling and structured outputs

Limitations

  • Abstract reasoning drops sharply at lower reasoning effort
  • Third-party testing measures a high hallucination rate on questions it cannot answer: it guesses more often than it abstains
  • OpenAI publishes no standard academic benchmarks for it; the scores shown come from third-party testing

Frequently asked questions

Resources

This model may use your data for training

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