Nano Banana 2 (Gemini 3.1 Flash Image Preview) alternatives
Models from providers other than Google, ranked by similarity to Nano Banana 2 (Gemini 3.1 Flash Image Preview) — capability overlap, context window proximity, and per-million-token price. Refreshed nightly.
Frequently asked questions
What are the best alternatives to Nano Banana 2 (Gemini 3.1 Flash Image Preview)?
The closest alternatives to Nano Banana 2 (Gemini 3.1 Flash Image Preview) are GPT-5 Image Mini, Qwen3.6 27B and Qianfan-OCR-Fast. They are ranked by capability overlap, context-window similarity, and blended price.
Why might I switch from Nano Banana 2 (Gemini 3.1 Flash Image Preview)?
Common reasons: reducing vendor lock-in, finding cheaper input/output pricing for your specific workload mix, or wanting capabilities Nano Banana 2 (Gemini 3.1 Flash Image Preview) lacks (vision, tool use, JSON mode). Compare any two side-by-side from this page.
How is "alternative" defined here?
An alternative is a model from a different provider than Google with similar capabilities, comparable context window, and comparable per-million-token pricing. Same-provider variants (e.g. smaller siblings of Nano Banana 2 (Gemini 3.1 Flash Image Preview)) are excluded — for those, use the cost calculator and compare pages.