MODEL PROFILE

GPT-6 Luna Pro

OpenAI · gpt-6-luna-pro

GPT-6 Luna Pro is the same underlying model as GPT-6 Luna, served with `reasoning.mode` set to `pro` for higher-quality responses on complex tasks. **Cost note:** pro mode spends far more...

Text generationreasoningstructured_outputstools
Context window1,050,000 Token
Input → OutputFile、Image、Text → Text
Model weightsNot verified
Profile updated2026/11/7 02:26:22
OVERVIEW

Model overview

GPT-6 Luna Pro is the same underlying model as GPT-6 Luna, served with `reasoning.mode` set to `pro` for higher-quality responses on complex tasks. **Cost note:** pro mode spends far more...

The summary below is compiled from sources by an AI model, not our own testing. Verify selection decisions against original sources and your workload.

Key features

  • Supports multimodal inputs including file, image, and text
  • Optimized for complex reasoning tasks via 'reasoning.mode=pro'
  • Capable of generating structured outputs and integrating with tools

Limitations & considerations

  • Higher computational cost in 'pro' mode compared to standard mode
  • Context length capped at 1,050,000 tokens
  • Output is text-only; no native support for audio, video, or other modalities
PRICING & COST

Source prices & cost analysis

Prices vary by channel, region and configuration. Channel quotes are listed independently and are not treated as a single official provider price.

Source / channelInputOutputBilling unitCollected at
OpenRouter · openai/gpt-6-luna-pro ↗USD 0.1USD 0.5Per million tokens2026/11/2 06:25:22
OpenRouter · openai/gpt-6-luna-pro · 阶梯定价
[
  {
    "min_prompt_tokens": 272000,
    "prompt": "0.0000002",
    "completion": "0.00000075",
    "input_cache_read": "0.00000002",
    "input_cache_write": "0.00000025"
  }
]

Some channels offer cache discounts. Check the source for cache read, write and additional fees.

Estimate monthly base token costs

—

Estimates exclude cache discounts, tiered pricing, multimodal surcharges, web search, taxes and additional reasoning output.

INDEPENDENT BENCHMARKS

Public benchmarks & run configuration

暂无已采集的可核验公开评分。模型未上榜不代表能力较低。

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Frequently asked questions

What does 'reasoning.mode=pro' mean?

'reasoning.mode=pro' is a server-side configuration that prioritizes higher-quality, more deliberate reasoning for complex tasks.

How does GPT-6 Luna Pro differ from GPT-6 Luna?

GPT-6 Luna Pro uses the same underlying model as GPT-6 Luna but is served with 'reasoning.mode' set to 'pro', resulting in enhanced reasoning quality at higher cost.

Is GPT-6 Luna Pro multimodal?

Yes — it accepts file and image inputs alongside text, as specified in its inputs list.

Do open weights permit free commercial use?

Not necessarily. Check the version license, commercial conditions and usage policies. Self-hosting incurs compute and maintenance costs.

Are these real-time billing prices?

These are timestamped source snapshots, not live billing prices. Check the channel for current versions, regions, discounts and billing methods.

Sources & traceability

许可证:来源未披露,须进一步核验。模型介绍与第三方评测均以原来源的具体版本和方法为准。