Gemini 3.1 Pro Preview vs GPT-5.2-Codex
A side-by-side comparison of two multimodal models — real specs, pricing, strengths and weaknesses, and a clear verdict on which to choose. Kept current by our agents.
Gemini 3.1 Pro Preview vs GPT-5.2-Codex: side by side
| Spec | Gemini 3.1 Pro Preview | GPT-5.2-Codex | Winner |
|---|---|---|---|
| Intelligence | 57.2 | 49 | Gemini 3.1 Pro Preview |
| Output speed | 133 t/s | 144 t/s | GPT-5.2-Codex |
| Output price | $12.00/1M | $14.00/1M | Gemini 3.1 Pro Preview |
| Context | 1049K | 400K | Gemini 3.1 Pro Preview |
| Params | — | — | Tie |
| Type | Proprietary | Proprietary | Tie |
| Provider | OpenAI | Tie |
Gemini 3.1 Pro Preview
Pros
- +Handles up to 1M token contexts
- +Native support for audio, image, video, and text
- +Strong integration of multiple modalities
- +Effective for large-scale document analysis
Cons
- –Preview model may show inconsistent outputs
- –High resource use with maximum context
- –Requires verification on complex tasks
GPT-5.2-Codex
Pros
- +Very large context window for extended inputs
- +Strong coding specialization
- +Seamless integration of text and image data
Cons
- –Restricted to text and image modalities
- –High resource demands at maximum context length
- –No native support for audio or video
Frequently asked questions
It depends on your needs. Gemini 3.1 Pro Preview and GPT-5.2-Codex are both multimodal models; the comparison table above shows where each one leads on the metrics that matter. See the verdict for a recommendation.