L LLM Cloud Hub
Side-by-side comparison

o1-pro vs Nano Banana 2 (Gemini 3.1 Flash Image Preview)

OpenAI

o1-pro

πŸ‘ Vision {} JSON
Input / 1M
$150.0000
Output / 1M
$600.0000
View o1-pro β†’
Google

Nano Banana 2 (Gemini 3.1 Flash Image Preview)

πŸ‘ Vision {} JSON
Input / 1M
$0.5000
Output / 1M
$3.0000
View Nano Banana 2 (Gemini 3.1 Flash Image Preview) β†’
o1-proNano Banana 2 (Gemini 3.1 Flash Image Preview)
Provider OpenAI Google
Context window Maximum tokens (input + output) the model can process in a single request. Glossary β†’ 200,000 65,536
Capabilities Optional capabilities the model advertises: vision (images), tools (function calling), json_mode (structured output). vision, json_mode vision, json_mode
Input $ / 1M tokens Cost for tokens you send (prompt + context). Cheaper side highlighted. Glossary β†’ 150.0000 0.5000
Output $ / 1M tokens Cost for tokens the model generates. Output is normally 3–5Γ— pricier than input. Glossary β†’ 600.0000 3.0000

Frequently asked questions

Which is cheaper, o1-pro or Nano Banana 2 (Gemini 3.1 Flash Image Preview)?

Nano Banana 2 (Gemini 3.1 Flash Image Preview) is cheaper than o1-pro on a 50/50 input/output blend by about $373.25 per 1M tokens. Exact savings depend on your input-vs-output ratio β€” use the cost calculator on this page for a workload-specific estimate.

Which has a larger context window, o1-pro or Nano Banana 2 (Gemini 3.1 Flash Image Preview)?

o1-pro has the larger context window at 200k tokens versus 66k tokens for Nano Banana 2 (Gemini 3.1 Flash Image Preview). That means o1-pro can ingest about 3.1x as much text per request.

What is the difference between o1-pro and Nano Banana 2 (Gemini 3.1 Flash Image Preview)?

o1-pro comes from OpenAI; Nano Banana 2 (Gemini 3.1 Flash Image Preview) comes from Google. They differ in pricing, context window, and supported capabilities β€” see the side-by-side table on this page for the exact figures, refreshed nightly.

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