Best Nano Banana 2 (Gemini 3.1 Flash Image Preview) alternatives
Users may seek alternatives to Nano Banana 2 (Gemini 3.1 Flash Image Preview) because it is a preview model with reduced feature completeness and image-focused specialization that limits non-visual use cases. This list covers five other proprietary multimodal models from OpenAI and Google that handle image and text tasks with different context lengths, prices, and strengths.
It provides a much larger 400000 context window and lower $2/1M price than Nano Banana 2's 131072 context and $3/1M, making it suitable for multi-image workflows, though its mini size may limit depth on complex non-visual reasoning.
It offers a 400000 context and unified image-text-file processing at $10/1M versus Nano Banana 2, delivering stronger native vision capabilities but with image-specialized focus that may limit pure text performance.
It supports a 272000 context for detailed multimodal inputs at $15/1M compared to Nano Banana 2, with strong visual-textual coherence, though it is primarily specialized for image-centric workflows and has high resource demands.
It provides stronger image-text integration and extended context for scene analysis at $12/1M versus Nano Banana 2, but is limited to a 65536 token context and preview stability.
It is optimized for speed on image tasks at a lower $2.5/1M price with 32768 context compared to Nano Banana 2, though it has moderate context length and prioritizes speed over deepest reasoning.
Frequently asked questions
GPT-5 Image Mini offers the largest context at 400000 tokens and lowest price at $2/1M among the options while supporting mixed image and text inputs.