Author's Description
GPT-6 Luna Pro is the same underlying model as [GPT-6 Luna](https://openrouter.ai/openai/gpt-6-luna), served with `reasoning.mode` set to `pro` for higher-quality responses on complex tasks. Learn more in OpenAI's docs: https://developers.openai.com/api/docs/guides/reasoning#reasoning-mode
Key Specifications
Supported Parameters
This model supports the following parameters:
Features
This model supports the following features:
Performance Summary
OpenAI's GPT-6 Luna Pro, released on September 22, 2026, is a robust AI model designed for complex tasks, leveraging a "pro" reasoning mode. It demonstrates competitive response times, ranking in the 55th percentile for speed across eight benchmarks, and offers competitive pricing, placing in the 57th percentile. A standout feature is its exceptional reliability, achieving a perfect 100% success rate across all benchmarks, indicating minimal technical failures. The model exhibits strong performance across various categories. It achieved perfect accuracy in General Knowledge, notably being the most accurate model at its price point and among models of similar speed. Its Coding and Instruction Following capabilities are also impressive, scoring 95.0% and 82.0% accuracy respectively, placing it in the 88th and 85th percentiles. In Hallucinations, it shows a high degree of uncertainty acknowledgment with 98.0% accuracy. While its Ethics and Mathematics scores are solid at 99.0% and 93.0%, they fall within the mid-range of percentiles (53rd and 65th). Reasoning and Email Classification also show strong results at 94.0% and 98.0% accuracy. Overall, GPT-6 Luna Pro's key strengths lie in its reliability, general knowledge, coding proficiency, and ability to follow complex instructions. No significant weaknesses are apparent from the provided data.
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-pro-20260922 | 1M | $0.05 / 1M tokens | $0.25 / 1M tokens |
|
OpenAI
|
OpenAI | openai/gpt-6-luna-pro-20260922 | 1M | $0.1 / 1M tokens | $0.5 / 1M tokens |
|
OpenAI
|
OpenAI | openai/gpt-6-luna-pro-20260922 | 1M | $0.2 / 1M tokens | $1 / 1M tokens |
Benchmark Results
| Benchmark | Category | Reasoning | Strategy | Free | Executions | Accuracy | Cost | Duration |
|---|
Other Models by openai
|
|
Released | Params | Context |
|
Speed | Ability | Cost |
|---|---|---|---|---|---|---|---|
| OpenAI: GPT-6 Luna (batch) | Sep 22, 2026 | — | 1M |
Image input
Text input
File input
Text output
|
★★★★★ | ★★★★★ | $$ |
| OpenAI: GPT-6 Sol Pro (batch) | Sep 22, 2026 | — | 1M |
Image input
Text input
File input
Text output
|
★★★★ | ★★★★★ | $$$$$ |
| OpenAI: GPT-6 Sol (batch) | Sep 22, 2026 | — | 1M |
Image input
Text input
File input
Text output
|
★★★★★ | ★★★★★ | $$$$ |
| OpenAI: GPT-6 Astra (batch) | Sep 04, 2026 | — | 1M |
Image input
Text input
File input
Text output
|
★★★ | ★★★★★ | +$$$$$ |
| OpenAI: GPT-6 Astra Pro (batch) | Sep 04, 2026 | — | 1M |
Image input
Text input
File input
Text output
|
★★★ | ★★★★★ | +$$$$$ |
| OpenAI: GPT-5.6 Luna Pro (batch) | Jul 09, 2026 | — | 1M |
Image input
Text input
File input
Text output
|
★★★★ | ★★★★★ | $$$$$ |
| OpenAI: GPT-5.6 Luna (batch) | Jul 09, 2026 | — | 1M |
Image input
Text input
File input
Text output
|
★★★★★ | ★★★★★ | $$$$ |
| OpenAI: GPT-5.6 Terra Pro (batch) | Jul 09, 2026 | — | 1M |
Image input
Text input
File input
Text output
|
★★★★ | ★★★★★ | $$$$$ |
| OpenAI: GPT-5.6 Terra (batch) | Jul 09, 2026 | — | 1M |
Image input
Text input
File input
Text output
|
★★★★★ | ★★★★★ | $$$$ |
| OpenAI: GPT-5.6 Sol Pro (batch) | Jul 09, 2026 | — | 1M |
Image input
Text input
File input
Text output
|
★★★ | ★★★★★ | $$$$$ |
| OpenAI: GPT-5.6 Sol (batch) | Jul 09, 2026 | — | 1M |
Image input
Text input
File input
Text output
|
★★★★★ | ★★★★★ | $$$$$ |
| OpenAI: GPT Chat Latest Unavailable | May 05, 2026 | — | 400K |
Image input
Text input
File input
Text output
|
★★★★★ | ★★★★★ | +$$$$$ |
| OpenAI: GPT Chat Latest | May 05, 2026 | — | 400K |
Image input
Text input
File input
Text output
|
★★★★★ | ★★★★★ | +$$$$$ |
| OpenAI: Whisper 1 Unavailable | Apr 27, 2026 | — | 0 |
Audio input
Text output
|
— | — | +$$$$$ |
| OpenAI: GPT-5.5 Pro Unavailable | Apr 24, 2026 | — | 1M |
Image input
Text input
File input
Text output
|
— | — | +$$$$$ |
| OpenAI: GPT-5.5 Pro (batch) | Apr 24, 2026 | — | 1M |
Image input
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Text output
|
— | — | +$$$$$ |
| OpenAI: GPT-5.5 Unavailable | Apr 24, 2026 | — | 1M |
Image input
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|
★★★★ | ★★★★★ | +$$$$$ |
| OpenAI: GPT-5.5 (batch) | Apr 24, 2026 | — | 1M |
Image input
Text input
File input
Text output
|
★★★★ | ★★★★★ | +$$$$$ |
| OpenAI: GPT-5.4 Image 2 | Apr 21, 2026 | — | 272K |
Image input
Text input
File input
Image output
Text output
|
★★★★★ | ★★★★ | +$$$$$ |
| OpenAI: GPT-5.4 Nano (batch) | Mar 17, 2026 | — | 400K |
Image input
Text input
File input
Text output
|
★★★★★ | ★★ | $$ |
| OpenAI: GPT-5.4 Mini (batch) | Mar 17, 2026 | — | 400K |
Image input
Text input
File input
Text output
|
★★★★★ | ★★★★ | $$$ |
| OpenAI: GPT-5.4 Pro Unavailable | Mar 05, 2026 | — | 1M |
Image input
Text input
File input
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|
— | — | +$$$$$ |
| OpenAI: GPT-5.4 Pro (batch) | Mar 05, 2026 | — | 1M |
Image input
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|
— | — | +$$$$$ |
| OpenAI: GPT-5.4 Unavailable | Mar 05, 2026 | — | 1M |
Image input
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|
★★★★★ | ★★★★ | $$$$ |
| OpenAI: GPT-5.4 (batch) | Mar 05, 2026 | — | 1M |
Image input
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|
★★★★★ | ★★★★ | $$$$ |
| OpenAI: GPT-5.3 Chat Unavailable | Mar 03, 2026 | — | 128K |
Image input
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|
★★★★ | ★★★★★ | $$$$$ |
| OpenAI: GPT-5.3 Chat Unavailable | Mar 03, 2026 | — | 128K |
Image input
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File input
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|
★★★★ | ★★★★★ | $$$$$ |
| OpenAI: GPT-5.3-Codex | Feb 24, 2026 | — | 400K |
Image input
Text input
File input
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|
★★★★ | ★★★★★ | $$$$$ |
| OpenAI: GPT Audio | Jan 19, 2026 | — | 128K |
Text input
Audio input
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Audio output
|
— | — | $$$$$ |
| OpenAI: GPT Audio Mini | Jan 19, 2026 | — | 128K |
Text input
Audio input
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— | — | $$$$ |
| OpenAI: GPT-5.2-Codex | Jan 14, 2026 | — | 400K |
Image input
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|
★★★★ | ★★★★★ | $$$$$ |
| OpenAI: GPT-5.2 Chat | Dec 10, 2025 | — | 128K |
Image input
Text input
File input
Text output
|
★★★★ | ★★★★★ | $$$$$ |
| OpenAI: GPT-5.2 Pro (batch) | Dec 10, 2025 | — | 400K |
Image input
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|
— | — | +$$$$$ |
| OpenAI: GPT-5.2 (batch) | Dec 10, 2025 | — | 400K |
Image input
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|
★★★★ | ★★★★ | $$$$$ |
| OpenAI: GPT-5.1-Codex-Max | Dec 04, 2025 | — | 400K |
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|
★★ | ★★★★ | $$$$$ |
| OpenAI: GPT-5.1 (batch) | Nov 13, 2025 | — | 400K |
Image input
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File input
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|
★★★★ | ★★★★★ | $$$$$ |
| OpenAI: GPT-5.1 Chat Unavailable | Nov 13, 2025 | — | 128K |
Image input
Text input
File input
Text output
|
★★★★ | ★★★★★ | $$$$ |
| OpenAI: GPT-5.1-Codex | Nov 13, 2025 | — | 400K |
Image input
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Text output
|
★★★ | ★★★★★ | $$$$$ |
| OpenAI: GPT-5.1-Codex-Mini | Nov 13, 2025 | — | 400K |
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Text output
|
★★★★ | ★★★★★ | $$$$$ |
| OpenAI: Text Embedding 3 Large Unavailable | Oct 30, 2025 | — | 8K |
Text input
Text output
|
— | — | $ |
| OpenAI: gpt-oss-safeguard-20b | Oct 29, 2025 | 20B | 131K |
Text input
Text output
|
★★★★★ | ★★★★ | $$$ |
| OpenAI: GPT-5 Image Mini | Oct 16, 2025 | — | 400K |
Image input
Text input
File input
Image output
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|
— | — | $$$$$ |
| OpenAI: GPT-5 Image | Oct 14, 2025 | — | 400K |
Image input
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File input
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|
— | — | $$$$$ |
| OpenAI: o3 Deep Research Unavailable | Oct 10, 2025 | ~400B | 200K |
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|
— | — | +$$$$$ |
| OpenAI: o4 Mini Deep Research Unavailable | Oct 10, 2025 | — | 200K |
Image input
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|
— | — | $$$$$ |
| OpenAI: GPT-5 Pro (batch) | Oct 06, 2025 | — | 400K |
Image input
Text input
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|
— | — | +$$$$$ |
| OpenAI: GPT-5 Codex (batch) Unavailable | Sep 23, 2025 | — | 400K |
Image input
Text input
Text output
|
★★★ | ★★★★★ | $$$$$ |
| OpenAI: GPT-4o Audio Unavailable | Aug 14, 2025 | ~200B | 128K |
Text input
Audio input
Text output
Audio output
|
— | — | $$$$$ |
| OpenAI: GPT-5 Chat Unavailable | Aug 07, 2025 | — | 128K |
Image input
Text input
File input
Text output
|
★★★★★ | ★★★★ | $$$$ |
| OpenAI: GPT-5 (batch) | Aug 07, 2025 | — | 400K |
Image input
Text input
File input
Text output
|
★★ | ★★★★★ | $$$$$ |
| OpenAI: GPT-5 Mini (batch) | Aug 07, 2025 | — | 400K |
Image input
Text input
File input
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|
★★★ | ★★★★★ | $$$$ |
| OpenAI: GPT-5 Nano (batch) | Aug 07, 2025 | — | 400K |
Image input
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|
★★★ | ★★★★★ | $$$ |
| OpenAI: gpt-oss-120b | Aug 05, 2025 | 120B | 131K |
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★★★ | ★★★★ | $$$ |
| OpenAI: gpt-oss-120b (exacto) Unavailable | Aug 05, 2025 | 120B | 131K |
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|
— | — | $$ |
| OpenAI: gpt-oss-20b (batch) | Aug 05, 2025 | 20B | 131K |
Text input
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|
★★ | ★★★ | $$ |
| OpenAI: o3 Pro | Jun 10, 2025 | ~400B | 200K |
Image input
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File input
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|
— | — | +$$$$$ |
| OpenAI: Codex Mini Unavailable | May 16, 2025 | — | 200K |
Image input
Text input
Text output
|
★★★ | ★★★★ | $$$$$ |
| OpenAI: o4 Mini High | Apr 16, 2025 | — | 200K |
Image input
Text input
File input
Text output
|
★★ | ★★★ | $$$$$ |
| OpenAI: o3 (batch) | Apr 16, 2025 | ~400B | 200K |
Image input
Text input
File input
Text output
|
★★ | ★★★★★ | $$$$$ |
| OpenAI: o4 Mini (batch) | Apr 16, 2025 | — | 200K |
Image input
Text input
File input
Text output
|
★★★ | ★★★★ | $$$$$ |
| OpenAI: GPT-4.1 (batch) | Apr 14, 2025 | ~1.8T | 1M |
Image input
Text input
File input
Text output
|
★★★★★ | ★★★★ | $$$$ |
| OpenAI: GPT-4.1 Mini (batch) | Apr 14, 2025 | ~300B | 1M |
Image input
Text input
File input
Text output
|
★★★★ | ★★★ | $$$ |
| OpenAI: GPT-4.1 Nano (batch) | Apr 14, 2025 | ~50B | 1M |
Image input
Text input
File input
Text output
|
★★★★★ | ★★★ | $$ |
| OpenAI: o1-pro | Mar 19, 2025 | 300B | 200K |
Image input
Text input
File input
Text output
|
★ | ★★★ | +$$$$$ |
| OpenAI: GPT-4o-mini Search Preview Unavailable | Mar 12, 2025 | ~8B | 128K |
Text input
Text output
|
★★★★ | ★★ | $$ |
| OpenAI: GPT-4o Search Preview Unavailable | Mar 12, 2025 | ~200B | 128K |
Text input
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|
★★★ | ★★ | $$$$$ |
| OpenAI: GPT-4.5 (Preview) Unavailable | Feb 27, 2025 | ~12.8T | 128K |
Image input
Text input
Text output
|
★★★★★ | ★★★★★ | +$$$$$ |
| OpenAI: o3 Mini High | Feb 12, 2025 | 200B | 200K |
Text input
File input
Text output
|
★★ | ★★★★ | $$$$$ |
| OpenAI: o3 Mini (batch) | Jan 31, 2025 | 200B | 200K |
Text input
File input
Text output
|
★★★ | ★★★★ | $$$$$ |
| OpenAI: o1 | Dec 17, 2024 | 300B | 200K |
Image input
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File input
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|
★★ | ★★★★★ | +$$$$$ |
| OpenAI: GPT-4o (2024-11-20) | Nov 20, 2024 | ~200B | 128K |
Image input
Text input
File input
Text output
|
★★★★★ | ★★★★ | $$$$ |
| OpenAI: o1-mini Unavailable | Sep 11, 2024 | ~100B | 128K |
Text input
Text output
|
— | ★ | $$$$$ |
| OpenAI: o1-preview Unavailable | Sep 11, 2024 | 300B | 128K |
Text input
Text output
|
★★ | ★★★★★ | +$$$$$ |
| OpenAI: o1-preview (2024-09-12) Unavailable | Sep 11, 2024 | 300B | 128K |
Text input
Text output
|
★★ | ★★★★ | +$$$$$ |
| OpenAI: o1-mini (2024-09-12) Unavailable | Sep 11, 2024 | ~100B | 128K |
Text input
Text output
|
— | ★ | $$$$$ |
| OpenAI: ChatGPT-4o Unavailable | Aug 13, 2024 | ~200B | 128K |
Image input
Text input
Text output
|
★★★★★ | ★★ | $$$$ |
| OpenAI: GPT-4o (2024-08-06) | Aug 05, 2024 | ~200B | 128K |
Image input
Text input
File input
Text output
|
★★★★★ | ★★★★ | $$$$ |
| OpenAI: GPT-4o-mini (batch) | Jul 17, 2024 | ~8B | 128K |
Image input
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|
★★★★★ | ★★★ | $$ |
| OpenAI: GPT-4o-mini (2024-07-18) | Jul 17, 2024 | ~8B | 128K |
Image input
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|
★★★★★ | ★★★ | $$ |
| OpenAI: GPT-4o (batch) | May 12, 2024 | ~200B | 128K |
Image input
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File input
Text output
|
★★★★ | ★★★★ | $$$$ |
| OpenAI: GPT-4o (extended) Unavailable | May 12, 2024 | ~200B | 128K |
Image input
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|
★★★★★ | ★★ | +$$$$$ |
| OpenAI: GPT-4o (2024-05-13) | May 12, 2024 | ~200B | 128K |
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|
★★★★★ | ★★★ | $$$$$ |
| OpenAI: GPT-4 Turbo (batch) | Apr 08, 2024 | — | 128K |
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Text output
|
★★★★ | ★★★ | +$$$$$ |
| OpenAI: GPT-3.5 Turbo (older v0613) | Jan 24, 2024 | 175B | 4K |
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|
★★★★★ | ★ | $$$ |
| OpenAI: GPT-4 Turbo Preview Unavailable | Jan 24, 2024 | — | 128K |
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|
★★★★ | ★★ | +$$$$$ |
| OpenAI: GPT-3.5 Turbo 16k (older v1106) Unavailable | Nov 05, 2023 | 175B | 16K |
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|
— | — | $$$$ |
| OpenAI: GPT-4 Turbo (older v1106) Unavailable | Nov 05, 2023 | — | 128K |
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|
★★★★ | ★★★ | +$$$$$ |
| OpenAI: GPT-3.5 Turbo Instruct | Sep 27, 2023 | 175B | 4K |
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★★★★★ | ★★ | $$$$ |
| OpenAI: GPT-3.5 Turbo 16k | Aug 27, 2023 | 175B | 16K |
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|
★★★★★ | ★★★★★ | $$$$$ |
| OpenAI: GPT-3.5 Turbo 16k Unavailable | May 27, 2023 | 175B | 16K |
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|
— | — | $$$$ |
| OpenAI: GPT-3.5 Turbo (batch) | May 27, 2023 | 175B | 16K |
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— | — | $$$$ |
| OpenAI: GPT-4 | May 27, 2023 | — | 8K |
Text input
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|
★★★ | ★ | +$$$$$ |
| OpenAI: GPT-4 (older v0314) Unavailable | May 27, 2023 | — | 8K |
Text input
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|
★★★★ | ★ | +$$$$$ |