GPT-6 Luna Pro vs Grok 4.6: price, context window and capabilities
GPT-6 Luna Pro (openai/gpt-6-luna-pro) from OpenAI and Grok 4.6 (x-ai/grok-4.6) from SpaceXAI are both multimodal language models on the OceanToken API. GPT-6 Luna Pro costs less per token than Grok 4.6: $0.10 against $2.00 per 1M input tokens (95% less) and $0.50 against $6.00 per 1M output tokens (92% less). GPT-6 Luna Pro has the larger context window: 1.05M tokens (1,050,000) against 500K (500,000) for Grok 4.6. Both support tool calling, reasoning, structured outputs, image input and file input.
Side by side
| Spec | GPT-6 Luna Pro | Grok 4.6 |
|---|---|---|
| Model | GPT-6 Luna Proopenai/ | Grok 4.6x- |
| Publisher | OpenAI | SpaceXAI |
| Kind | Text & vision | Text & vision |
| Context window | 1.05M tokens1,050,000 | 500K tokens500,000 |
| Input price | $0.10 / 1M tokens | $2.00 / 1M tokens |
| Output price | $0.50 / 1M tokens | $6.00 / 1M tokens |
| Cached input price | $0.01 / 1M tokens | $0.50 / 1M tokens |
| Cache write price | $0.125 / 1M tokens | – |
| Web search price | $0.01 / search | $0.005 / search |
| Inputs | text, images and files | text, images and files |
| Outputs | text | text |
| Tool calling | Yes | Yes |
| Reasoning | Yes | Yes |
| Structured outputs | Yes | Yes |
About these prices
Which should you choose?
- Choose GPT-6 Luna Pro to spend less per token: 95% less for input and 92% less for output than Grok 4.6.
- Choose GPT-6 Luna Pro for the longest inputs: its context window holds 1.05M tokens against 500K for Grok 4.6.
- Both list the same capabilities: tool calling, reasoning, structured outputs, image input and file input.
- Not sure? Call both with the same OceanToken API key and compare them on your own prompts; each request is billed per use from one prepaid balance.
Get API Key GPT-6 Luna Pro Grok 4.6
Frequently asked questions
Which is cheaper, GPT-6 Luna Pro or Grok 4.6?
GPT-6 Luna Pro. GPT-6 Luna Pro costs less per token than Grok 4.6: $0.10 against $2.00 per 1M input tokens (95% less) and $0.50 against $6.00 per 1M output tokens (92% less). These are OceanToken starting prices per use; the OceanToken console always shows the current price.
Which has the larger context window, GPT-6 Luna Pro or Grok 4.6?
GPT-6 Luna Pro. GPT-6 Luna Pro has the larger context window: 1.05M tokens (1,050,000) against 500K (500,000) for Grok 4.6.
Can I call both GPT-6 Luna Pro and Grok 4.6 with one API key?
Yes. Both are on the OceanToken API at https://api.oceantoken.ai/v1: one API key and one prepaid balance call either model. Send the model id openai/gpt-6-luna-pro or x-ai/grok-4.6.
Models and publishers
GPT-6 Luna Pro · Grok 4.6 · All OpenAI models · All SpaceXAI models
More comparisons
Grok 4.6 vs GPT-6 Sol · Grok 4.6 vs Claude Sonnet 5.5 · DeepSeek V4.1 Flash vs GPT-6 Luna Pro · DeepSeek V4.1 Flash vs Grok 4.6 · All comparisons