Sub-5 Second Generation
Experience ultra-low latency with image generation speeds of roughly 4 seconds per 1K image. This is 2.7x faster than flagship models, perfect for real-time user-facing apps.

Input
Output

curl --request POST "https://gptproto.com/api/v3/google/gemini-3.1-flash-lite-image/text-to-image" \
--header "Authorization: Bearer $GPTPROTO_API_KEY" \
--header "Content-Type: application/json" \
--data '{
"prompt": "A tiny origami fox sailing a teacup across a moonlit puddle",
"aspect_ratio": "16:9",
"size": "1k",
"output_formart": "png",
"enable_base64_output": false,
"enable_sync_mode": false
}'Start from the cost of a single sample and pick a testing budget. GPTProto rates are 40% below list price.
GPTProto · Price est.
Estimated from the rate card. Final charges may vary.Top up
GPTProto vs official pricing.Save$66.66 (40%)vs Google official
Explore why the Nano Banana Lite API is the leading choice for high-scale vision tasks.
Experience ultra-low latency with image generation speeds of roughly 4 seconds per 1K image. This is 2.7x faster than flagship models, perfect for real-time user-facing apps.

Modify images using natural language. Add, remove, or change elements within your visuals instantly. Ideal for A/B testing creative variations and iterating on designs at a lite cost.

Optimized for scanning large document batches. Extract tabular data and identify UI components from screenshots with high accuracy and minimal processing time for enterprise workflows.

At $2.00 per 1M input tokens and $0.034 per image, this is the most economical vision API available. Maximize your ROI on high-volume projects without sacrificing multimodal performance.

Answers regarding the Nano Banana Lite API, Gemini 3.1 Flash-Lite capabilities, and integration requirements.