


The Nano Banana 2 Lite API brings Google's Gemini 3.1 Flash-Lite image model to Atlas Cloud, the fastest and most cost-efficient tier in the Nano Banana family. It generates and edits images in seconds while keeping the character consistency, precise editing, and real-world knowledge of the family, across text to image and image editing at 1K resolution. Reach it alongside NB2, Pro, and 300+ other models through one OpenAI-compatible key, so you can draft at high volume on Lite and finish on a higher tier.
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Nano Banana 2 Lite API Endpoints
| Modality | Description |
|---|---|
| Nano Banana 2 Lite T2I (Text to Image) | The Nano Banana 2 Lite text-to-image endpoint turns prompts into 1K images in seconds, the fastest tier in the Nano Banana family. It keeps reliable prompt adherence, legible in-image text, and real-world knowledge, a fit for rapid drafting, real-time apps, and high-volume social and ad visuals. |
| Nano Banana 2 Lite Edit (Image Editing) | The Nano Banana 2 Lite editing endpoint applies changes from plain-language instructions while preserving the rest of the scene, with no masks or layers. It maintains character and subject consistency across edits, suited to quick refinements, background swaps, and content variations at scale. |
| Nano Banana 2 Lite Compose (Multi-Image) | The Nano Banana 2 Lite composition endpoint blends multiple reference images into one coherent result, holding people, products, and style aligned. It supports 14 aspect ratios and PNG or JPEG output, a fit for merges, mood boards, and consistent series across formats. |
The Nano Banana 2 Lite API brings Google's Gemini 3.1 Flash-Lite image model to Atlas Cloud for fast, low-cost text to image and editing, while keeping the Nano Banana family's consistency, text rendering, and real-world knowledge.

Nano Banana 2 Lite generates and edits images in seconds, the fastest and most cost-efficient tier in the Nano Banana family. The speed suits real-time apps, rapid iteration, and high-volume pipelines where each image must be quick and cheap.

The Nano Banana 2 Lite API handles text to image and plain-language image editing through one model. Describe a change and it applies the edit while preserving the rest of the scene, so generation and refinement stay on a single endpoint.

Even at its speed-first tier, Nano Banana 2 Lite keeps the family's character and subject consistency, so series, variations, and repeated characters stay coherent across many images without identity drift.

The Nano Banana 2 Lite API renders readable text inside images, so marketing mockups, social graphics, and localized assets keep their wording intact, even at high throughput.

Nano Banana 2 Lite retains the family's real-world knowledge and reliable prompt following, interpreting detailed descriptions and everyday objects accurately for predictable results.

Nano Banana 2 Lite can combine multiple reference images into one coherent result, keeping people, products, and style aligned across a composition, a fit for merges, mood boards, and consistent series.

The Nano Banana 2 Lite API supports 14 aspect ratios, from 1:1 to 21:9 and 9:16, with PNG or JPEG output, so one prompt covers social, ad, and app formats without reframing.

Google positions Lite as the drop-in replacement for the first Nano Banana, and on Atlas Cloud it sits beside NB2 and Pro. Draft at high volume on Lite, then route final renders to a higher tier through the same key.
Run the same prompt through the Nano Banana 2 Lite API and other fast image models on Atlas Cloud, and compare how each handles detail, lighting, and composition, all through one key.
A cinematic wide shot of a bustling night market in the rain, seen from a low angle. Dozens of glowing paper lanterns and neon food-stall signs reflect in the wet cobblestone street, steam rising from noodle carts. A crowd of people with umbrellas moves through the frame, one vendor tossing flames over a wok in the mid-ground. Warm orange lantern light clashes with cool blue evening shadows, raindrops streak through the light beams, rich atmospheric depth from sharp foreground puddles to soft bokeh lights in the distance. Photorealistic, cinematic color grading, layered composition, 16:9, high quality.

Nano Banana 2 Lite

GPT Image 2

Nano Banana Pro
An opulent flat-lay still life on a dark marble table, shot from above. A cracked pomegranate spilling ruby seeds, a brass goblet catching warm candlelight, silk fabric draped in deep emerald folds, scattered gold coins, fresh figs, and a single white orchid. Dramatic chiaroscuro lighting like a Dutch master painting, dew on the fruit, reflections in the metal, fine texture in the silk and stone. Rich saturated colors against deep shadow, ultra-detailed, baroque composition

Nano Banana 2 Lite

GPT Image 2

Nano Banana Pro
From real-time app visuals and high-volume ad variants to rapid prototyping and character series, the Nano Banana 2 Lite API turns Google's fastest image model into production features through one key on Atlas Cloud.
Generate and edit images live inside a product, from AI avatars and social filters to on-the-fly scene creation, where each result needs to return in seconds. Nano Banana 2 Lite's speed makes in-app generation feel instant instead of a background job.
Spin up dozens of ad creatives and social graphics from one brief with the Nano Banana 2 Lite API, keeping legible text and consistent branding across every variant. The low per-image cost makes wide creative testing practical at campaign scale.
Run broad prompt sweeps to explore concepts before committing to a final render, then route the winners to a higher Nano Banana tier. Fast, cheap drafts keep the iteration loop moving, a fit for designers, agencies, and early-stage concepting.
Use the Nano Banana 2 Lite API to generate storyboards, comics, and catalog series where a character or product must stay consistent across many frames. Family-level consistency holds identity from image to image without manual checks.
Produce and edit product shots at catalog scale, swapping backgrounds, adjusting scenes, and generating lifestyle variations from a single reference. High throughput makes it practical to cover thousands of listings without a photo shoot.
Wire the Nano Banana 2 Lite API into an automated pipeline that turns rows of data into finished images, polling asynchronously at scale. It suits programmatic content, personalization, and any workflow producing many images on a schedule.
See how the Nano Banana 2 Lite API lines up against other fast, cost-efficient image models on Atlas Cloud by provider, speed, strengths, and editing, so you can route each job to the right one, all under one key.
| Model | Provider | Speed | Editing | Best For |
|---|---|---|---|---|
| Nano Banana 2 Lite | Seconds | Yes | Fast, consistent characters and legible text at high volume | |
| Z-Image Turbo | Alibaba | ~1 second | No (text to image) | Fastest raw generation for real-time and batch drafts |
| Seedream v5.0 Lite | ByteDance | ~2 seconds | Yes | High-volume production with strong text and higher resolution |
| GPT Image 2 | OpenAI | Fast | Yes | High-volume production with strong text and higher resolution |
| FLUX.2 [dev] | Black Forest Labs | Fast | Reference-based | Open, LoRA-friendly generation for custom pipelines |
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Combining the advanced Nano Banana 2 Lite models with Atlas Cloud's GPU-accelerated platform provides unmatched performance, scalability, and developer experience.
Low Latency:
GPU-optimized inference for real-time reasoning.
Unified API:
Run Nano Banana 2 Lite, GPT, Gemini, and DeepSeek with one integration.
Transparent Pricing:
Predictable per-token billing with serverless options.
Developer Experience:
SDKs, analytics, fine-tuning tools, and templates.
Reliability:
99.99% uptime, RBAC, and compliance-ready logging.
Security & Compliance:
SOC 2 Type II, HIPAA alignment, data sovereignty in US.
The Nano Banana 2 Lite API gives developers Google's Gemini 3.1 Flash-Lite image model on Atlas Cloud through one OpenAI-compatible key. It is the fastest and most cost-efficient tier in the Nano Banana family, built for high-volume text to image and image editing where speed and cost matter most. It runs alongside NB2, Pro, and 300+ other models on the same account, so you reach it without a separate integration.
The three tiers trade speed against control. Nano Banana 2 Lite is the speed-first, lowest-cost option for high-throughput work; Nano Banana 2 is the balanced generalist; and Nano Banana Pro targets the most demanding professional output. A common workflow is to draft and iterate at high volume on Lite, then route final renders to NB2 or Pro when quality is the priority.
Nano Banana 2 Lite generates at 1K resolution, which is part of how it stays fast and low-cost. If a job needs higher resolution, that work is better routed to Nano Banana 2 or Pro, which support larger outputs. Exact resolution and output options depend on the configuration on Atlas Cloud, so confirm the available settings in the console before building around a specific size.
Nano Banana 2 Lite generates images in seconds, several times faster than the heavier Nano Banana tiers, and it is the most cost-efficient model in the family. Billing is pay-as-you-go per image with no subscription, so high-volume drafting and real-time generation stay economical. This makes it a fit for workloads that produce many images at once.
The Nano Banana 2 Lite API handles text to image, natural-language image editing, and multi-image composition through one model. It keeps the Nano Banana family's character and subject consistency, renders legible text inside images, and draws on real-world knowledge for accurate, prompt-faithful results. That covers generation and refinement without switching models.
The Nano Banana 2 Lite API accepts text prompts and image inputs for editing and composition, and supports 14 aspect ratios, from 1:1 to 21:9 and 9:16, so one prompt covers social, ad, and app formats. Output is available in PNG or JPEG. This flexibility lets a single integration produce assets sized for many channels.
Google positions Nano Banana 2 Lite as the drop-in replacement for the first Nano Banana, built on Gemini 2.5, offering better quality, faster speed, and lower cost. If your pipeline still calls the original model for high-frequency generation, switching is a low-risk upgrade. On Atlas Cloud you change the model name in your request and keep the rest of your integration.
Use Nano Banana 2 Lite for exploration, prototyping, and high-volume drafts where speed and cost lead, and move to NB2 or Pro when a final asset needs maximum detail or a larger resolution. Because all tiers sit behind one key on Atlas Cloud, you switch by changing the model parameter, with no new integration. This tiered approach keeps both iteration cost and final quality in check.
Generation is asynchronous: each request returns a prediction ID that you poll until the image is ready, which fits batch jobs and real-time apps. Add exponential backoff and a retry on a 429 response, and queue requests during traffic spikes. Contact support to raise concurrency limits as your workload grows.
Create an account on Atlas Cloud, generate an API key, and send a request to the Nano Banana 2 Lite model with your prompt through the OpenAI-compatible endpoint. Poll the prediction endpoint for the finished image, then scale up as needed. Because the same key reaches NB2, Pro, and 300+ other models, you can switch tiers or try other models without extra setup.
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