AI image generation
Articles about AI image generation.
How to Make Animated GIF Ads With AI: in the App, by API or From Claude
To make a GIF ad with AI, write a prompt where the first frame shows your product and each frame after it changes one thing, then make it with GPT Image 2.6 in Novoads' picture tool, through its API or from Claude.
Best Image Generation MCP Servers for Claude: 11 Compared on Setup, Keys and Cost
Eleven vendor-run image generation MCP servers, compared on what each reaches, how you add it to Claude, OAuth or API key, and what one image costs.
What Is GPT Image 2: OpenAI's Model Behind ChatGPT Images 2.0, Tested on Ads
GPT Image 2 is the image model OpenAI released on its API on April 21, 2026. Two newer versions have come out since, but it's still for sale. We made three ads with it and show the prompt, size and credits for each.
GPT Image 2 vs Nano Banana Pro: Same Ad Prompts, Pro at $0.134
We ran three ad prompts on GPT Image 2 and Nano Banana Pro in Novoads. See what each spelled, what it missed, and its list price and credit cost.
What Is Nano Banana Pro? Google's Premium Image Model for Ads
Nano Banana Pro is Google's Gemini 3 Pro Image, the model Google says is best for complex graphic design, product mockups and data visuals with accurate text. Google offers it in the Gemini app, Flow, Google Ads and its API, and Novoads sells it from 2 credits an image.
What Is Stable Diffusion? Ad Images at 6.5 Cents on Its API
Stable Diffusion is Stability AI's family of open image models. What one ad image costs on its API, what the $1M license line means for ads, and what changed at Stability this fall.
Is Nano Banana Free? Free in Gemini, and What an Image Costs
Google lists Nano Banana as available for free in the Gemini app, but it doesn't say how many images you get, and downloads without a plan come out at 1K. The Gemini API has no free tier, and a standard 1K or 2K Nano Banana Pro image costs $0.134 there.
Recraft V4.1 Flash for Static Ad Variations: What $0.007 an Image Buys You
Recraft announced V4.1 Flash on September 23, 2026, quoting a median of about 1.3 seconds from prompt to image through its API; its API docs list it at $0.007 per image as of September 28, 2026. Here is what that changes in a static ad variation loop, the two color controls it exposes, and the limits that decide where it fits.
Hex Codes in AI Image Generators: What 5 Makers Document for Exact Brand Colors
Only some AI image makers document hex-code input, and their own pages disagree on how exact it is, so the brand colors that must match belong on a layer you add after generation.
Nano Banana 2 vs Nano Banana Pro: Which Gemini Image Model for Ads
Google deprecated Nano Banana 2 on October 6, 2026, weeks after its docs called it the go-to image model. Here is how it compares with Nano Banana Pro on price per image, reference slots, grounding and lifecycle, and which one each ad job should call.
Qwen-Image-2.1 Explained: Transparent Cut-Outs, 10 Reference Images and a Non-Commercial License
Alibaba's Qwen team released Qwen-Image-2.1 on September 20, 2026, with downloadable weights, native transparent output and editing from up to ten reference images. Its benchmark is Qwen's own and its license allows non-commercial use only. Here is what an ad team can do with it today.
Best Nano Banana Alternatives for Ad Images: 7 Picks for Text, Edits and Volume
On November 8, 2026, Google's docs list five Nano Banana models, so the right alternative depends on the job yours is doing. Here are seven image models for ad work, sorted by text that has to read, edits that keep the real product, and cheap draft volume, with what each one costs.
Best Midjourney Alternatives for Ad Creatives: 7 Image Generators Matched to the Job
Midjourney makes striking concept images. Here are seven alternatives for ad creatives, matched to legible text, product edits, brand consistency and batch work.
GPT Image 2.5 for ad creative: Flare, Sunburst, and why both cost the same
OpenAI shipped GPT Image 2.5 as two variants, and fal prices them identically at every size and quality, so the choice between Flare and Sunburst is a scheduling decision rather than a budget one.
Nano Banana Pro for Ad Creative: Legible Headlines, Price Badges, and the 2K Sweet Spot
Nano Banana Pro is no longer the only model in its family that reaches 4K, and for ad creative that was never the interesting part. Here is what still makes it the right pick for text-heavy statics, and how the resolution you choose decides what a variant set costs.
xAI's Imagine Image 2.0 Is on the API at $0.04 to $0.08 an Image
The fast variant of xAI's Imagine Image 2.0 debuted second on both Arena boards on August 7, 2026, behind GPT Image 2. xAI's docs, read November 3, sell the model through the API at $0.04 to $0.08 an image, and a rank still can't tell you how it handles your product.
MAI Image 2.5 Pro vs the Models Behind Your Ads: Eight Ratios, One Megapixel
Microsoft put MAI-Image-2.5 Pro into public preview in Microsoft Foundry on July 23, 2026, pitched at hero imagery and precise in-image text. Here is how its published specs line up against the image models already drawing ad creative, and which one to open when your ad has a headline, a legible label, or a product that has to look identical every time.
Qwen Image 3 Promises Ten-Pixel Text in Ad Images, and Ships Zero Benchmarks
Alibaba says Qwen Image 3 renders legible text down to ten pixels from 4,500-token prompts. It published no benchmarks, no weights and no technical report. Here is what the model actually exposes to buyers, and what it changes for ad creative.
Krea 2 Style Reference Holds One Brand Look Across Every Product Ad for $0.035
Krea 2's style-reference input, launched on fal, lets you feed the model one look and hold it consistent across a whole batch of product-ad images. Here is what it does, what it costs, and where it fits next to the image models already inside Novoads.
Meta Pulled Its AI Image Feature After Backlash: The Consent Lesson for Ad Makers
Meta launched an AI feature that remixed public Instagram accounts, then pulled it three days later after backlash. Here is what the walk-back teaches anyone using AI-generated imagery in ads about consent, likeness, and trust.
What Is Midjourney V8.2? What Changed, and What It Means for Ads
Midjourney launched its V8.2 image model on July 24, 2026. We read what it changes for making ad images, and where Midjourney's separate video model fits.
Seedream 5.0 Pro Can Finally Put Readable Text Inside Your AI Product Images
Seedream 5.0 Pro writes readable text in more than ten languages and runs in Novoads at 2 credits a picture. Plus what Seedream 5.5 changes for ad pictures.
Ideogram V4.0q Renders Accurate Text in Ad Images, and It's Now on fal
Ideogram released V4.0q, an open-weight image model built around accurate in-image text for logos, posters, and ad creatives. It's now on fal from $0.00525 per megapixel. Here is what reliable text-in-image changes for ad-makers.
Meta Muse Image for Advertisers: What the New AI Image Model Means for Your Ads
Meta just launched Muse Image, its first in-house AI image model, and it is rolling into Advantage+ creative. Here is what it does, why it matters for ad creative, and how to pair AI images with AI UGC video ads today.
Nano Banana 2 Lite Makes a Product Ad Image in 4 Seconds for $0.034
Google launched Nano Banana 2 Lite, a fast text-to-image model that returns a picture in about four seconds for $0.034. Here is what a cheap, fast AI image model changes for ecommerce ad-makers who live on product photos and static variations.