OpenAI: GPT-6 Luna (batch)

Image input Text input File input Text output
Author's Description

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...

Key Specifications
Cost
$$
Context
1M
Released
Sep 22, 2026
Speed
Ability
Reliability
Supported Parameters

This model supports the following parameters:

Max Tokens Tool Choice Seed Response Format Include Reasoning Tools Structured Outputs Reasoning
Features

This model supports the following features:

Tools Response Format Structured Outputs Reasoning
Performance Summary

OpenAI's GPT-6 Luna, released on September 22, 2026, is positioned as a fast and cost-efficient model within the GPT-6 series, designed for high-volume and latency-sensitive applications. It performs among the fastest models, ranking in the 74th percentile for speed across eight benchmarks, and consistently offers highly competitive pricing, placing in the 82nd percentile. Notably, GPT-6 Luna demonstrates exceptional reliability, achieving a 100% success rate across all benchmarks, indicating minimal technical failures. The model exhibits strong performance across various categories. It excels in Hallucinations (Baseline) with 98.0% accuracy, effectively acknowledging uncertainty, and shows robust Instruction Following at 80.0% accuracy. Coding (Baseline) is a significant strength, achieving 95.0% accuracy, placing it in the 89th percentile. Reasoning (Baseline) is another highlight, with 96.0% accuracy and an impressive 90th percentile duration ranking. While General Knowledge (99.0%) and Ethics (99.0%) show high accuracy, their percentile rankings are more moderate. Email Classification (97.0%) is a relative weakness in terms of percentile ranking (41st percentile), suggesting it performs adequately but not exceptionally compared to peers in this specific task. Overall, GPT-6 Luna's key strengths lie in its speed, cost-efficiency, reliability, and strong performance in coding and reasoning tasks, making it well-suited for its intended high-volume applications.

Model Pricing

Current Pricing

Feature Price (per 1M tokens)
Prompt $0.05
Completion $0.25
Input Cache Read $0.005
Input Cache Write $0.0625
Web Search $10000

Price History

Available Endpoints
Provider Endpoint Name Context Length Pricing (Input) Pricing (Output)
OpenAI
OpenAI | openai/gpt-6-luna-20260922 1M $0.05 / 1M tokens $0.25 / 1M tokens
OpenAI
OpenAI | openai/gpt-6-luna-20260922 1M $0.1 / 1M tokens $0.5 / 1M tokens
Amazon Bedrock
Amazon Bedrock | openai/gpt-6-luna-20260922 1M $0.11 / 1M tokens $0.55 / 1M tokens
OpenAI
OpenAI | openai/gpt-6-luna-20260922 1M $0.2 / 1M tokens $1 / 1M tokens
Benchmark Results
Benchmark Category Reasoning Strategy Free Executions Accuracy Cost Duration
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