Gemini 3.1 Pro Preview vs GPT-6 Sol: price, context window and capabilities
Gemini 3.1 Pro Preview (google/gemini-3.1-pro-preview) from Google and GPT-6 Sol (openai/gpt-6-sol) from OpenAI are both multimodal language models on the OceanToken API. GPT-6 Sol costs less per token than Gemini 3.1 Pro Preview: $9.00 against $10.80 per 1M output tokens (17% less), and both charge $1.80 per 1M input tokens. Both are 10% off their official price on OceanToken, for every account. Their context windows are almost the same size, about 1.05M tokens: GPT-6 Sol takes 1,050,000 tokens and Gemini 3.1 Pro Preview 1,048,576. Both support tool calling, reasoning, structured outputs, image input and file input; only Gemini 3.1 Pro Preview also lists audio input and video input.
Side by side
| Spec | Gemini 3.1 Pro Preview −10% | GPT-6 Sol −10% |
|---|---|---|
| Model | Gemini 3.1 Pro Previewgoogle/ | GPT-6 Solopenai/ |
| Publisher | OpenAI | |
| Kind | Text, vision, audio & video | Text & vision |
| Context window | 1.05M tokens1,048,576 | 1.05M tokens1,050,000 |
| Input price | $1.80 / 1M tokens | $1.80 / 1M tokens |
| Output price | $10.80 / 1M tokens | $9.00 / 1M tokens |
| Cached input price | $0.20 / 1M tokens | $0.20 / 1M tokens |
| Cache write price | $2.375 / 1M tokens | $2.50 / 1M tokens |
| Web search price | $0.014 / search | $0.01 / search |
| Discount (vs official, top tier) | −10% | −10% |
| Inputs | text, images, files, audio and video | 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 Sol to spend less per token: 17% less for output than Gemini 3.1 Pro Preview, at the same input price.
- Context size does not separate them: both hold about 1.05M tokens.
- Choose Gemini 3.1 Pro Preview if you need audio input and video input: GPT-6 Sol does not list them.
- 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 Gemini 3.1 Pro Preview GPT-6 Sol
Frequently asked questions
Which is cheaper, Gemini 3.1 Pro Preview or GPT-6 Sol?
GPT-6 Sol. GPT-6 Sol costs less per token than Gemini 3.1 Pro Preview: $9.00 against $10.80 per 1M output tokens (17% less), and both charge $1.80 per 1M input tokens. Both are 10% off their official price on OceanToken, for every account. The OceanToken console always shows the current price.
Which has the larger context window, Gemini 3.1 Pro Preview or GPT-6 Sol?
GPT-6 Sol, by 1,424 tokens. Their context windows are almost the same size, about 1.05M tokens: GPT-6 Sol takes 1,050,000 tokens and Gemini 3.1 Pro Preview 1,048,576.
Can I call both Gemini 3.1 Pro Preview and GPT-6 Sol 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 google/gemini-3.1-pro-preview or openai/gpt-6-sol.
Models and publishers
Gemini 3.1 Pro Preview · GPT-6 Sol · All Google models · All OpenAI models
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