Users often look for alternatives to Gemini 3.1 Pro Preview because of its preview-stage inconsistencies and high resource demands during maximum context use. This list covers other multimodal models that vary in context size, speed, modalities, and specialized capabilities.
OpenAI's multimodal model for large-scale image, text, and file processing.
Multimodal model handling large-scale image, text, and file tasks.
Google's fast multimodal model for unified text, image, audio, and video tasks.
OpenAI's compact multimodal model for long-context file and image tasks.
Multimodal coding model with 400k-token context from OpenAI.
It matches large context handling near 1M tokens and processes images, text, and files, but shows a lower intelligence index of 19.4 and may hallucinate on complex tasks compared to the preview model.
Multimodal coding model with 400k-token context from OpenAI.
Meta's open multimodal model for long-context text and image tasks.
GPT-5.2 stands out with the highest intelligence index of 38 among listed alternatives that have scores, offering extensive context and unified multimodal processing for files, images, and text.