Compare · Last checked October 20, 2026
ImageQuarry vs Replicate: a conversational workspace or a model cloud
Replicate is a cloud API for running, fine-tuning and deploying machine learning models, including image models such as Nano Banana 2, GPT Image 2 and FLUX, billed by use; it joined Cloudflare in November 2025 and continues as its own brand. ImageQuarry is an app for making images: describe or upload one, ask for changes in words, and keep every version in projects. Replicate is for developers and model builders. ImageQuarry is for people who want to work on images directly.
We make ImageQuarry. We compared it with Replicate using Replicate's own public pages, checked October 20, 2026, and say where Replicate does more.
Last updated October 20, 2026
At a glance
| ImageQuarry | Replicate | |
|---|---|---|
| What it is | An app for creating and editing images by conversation | "Run AI with an API": a cloud for running and deploying models |
| Models | Four image models, Nano Banana 2.1 by default | Thousands of community and vendor models |
| Editing with words | Ask for a change on a selected version | Through hosted models such as FLUX.1 Kontext [pro] |
| Billing | Starter at $9 per month with 100 image credits a month | Usage based: by run time or per output image |
| Interface | The ImageQuarry app | API, client libraries, MCP server and a desktop web Playground |
ImageQuarry and Replicate: the differences that matter
Fine-tuning and deploying models
Replicate lets you "Run and fine-tune models. Deploy custom models." with private models billed for all the time they are online. ImageQuarry does not offer model training or deployment.
Comparing models
Replicate's Playground offers "easy comparison of models" on desktop. ImageQuarry compares versions of your image instead, and you switch among its four models when you want a different result for the same request.
Paying for what runs
Replicate bills hosted image models per output, such as $0.04 per image for flux-1.1-pro, and other models by GPU time, as of October 2026, with a limited number of no-card runs on some models. ImageQuarry plans are monthly and paid.
Ownership terms
Replicate's Terms grant you its rights in outputs, including commercial use, subject to third-party model terms. ImageQuarry has not published rights terms.
A history you do not have to build
ImageQuarry keeps each change as a new version with its conversation, and you can branch from any version. On Replicate, keeping a history across runs is up to your own application.
ImageQuarry vs Replicate, side by side
Checked against Replicate's public pages on October 20, 2026. "Not stated" means the pages we read do not say; it is not a claim that the feature is missing. "Not published" means ImageQuarry has not published that detail.
| Topic | ImageQuarry | Replicate |
|---|---|---|
| Starting point | Describe the image in plain language, or upload an image and describe how you want it changed | API or Playground runs of hosted text-to-image models |
| Editing with words | Select a version and ask for a change in words: lighting, background, an added object, composition or color | Through hosted models, for example "Edit images using text prompts with FLUX.1 Kontext [pro]" |
| Reference images | Add one or more source and reference images to guide material, color, light or shape | Depends on the hosted model |
| Versions, variations and branching | Each change makes a new version and earlier versions are kept; make variations and branch from any version | Up to your own application |
| Projects and library | Projects and a persistent library that keep prompts, references and versions together | Not stated |
| Image models | Nano Banana 2.1 (default), Nano Banana Pro, GPT Image 2.5 Flare and GPT Image 2.5 Sunburst | Nano Banana 2, Imagen 4 Ultra, GPT Image 2 and 1.5, FLUX.2, Seedream, Recraft v4 and thousands more |
| Output resolution and formats | Not published | Depends on the model |
| Commercial use terms | Not published | Rights in Output including commercial use, subject to third-party terms |
| Price | Starter at $9 per month with 100 image credits a month; Pro at $29 per month with 300 image credits a month; optional metered overage, off unless you turn it on; every plan is paid | Per output (flux-1.1-pro $0.04) or by GPU time (gpu-h100 $5.49 an hour), October 2026 |
As of 2026-10-20
Sources: Replicate homepage; Replicate replicate cloudflare; Replicate flux kontext pro; Replicate playground; Replicate pricing; Replicate try for free; Replicate terms; Replicate docs; Replicate data retention
Pricing
ImageQuarry plans come from its pricing. Replicate prices are as of October 2026, from replicate.com. Credits are not comparable across products, because each vendor defines its own credit. Check the vendor for current pricing.
| ImageQuarry plan | Price | Includes |
|---|---|---|
| Starter | $9 per month | 100 image credits a month; optional metered overage at $0.12 per extra credit, off unless you turn it on |
| Pro | $29 per month | 300 image credits a month; optional metered overage at $0.09 per extra credit, off unless you turn it on |
| Product | Plan | Price | Includes |
|---|---|---|---|
| Replicate | Hosted image models | flux-1.1-pro $0.04, ideogram-v3-quality $0.09 per output image | Usage based; no subscription plans |
| Replicate | Hardware time | gpu-l40s $3.51, gpu-h100 $5.49 per hour | Billed by run time |
| Replicate | Enterprise | Not published | Dedicated account manager, SLAs, volume discounts |
Prices as of 2026-10
About each product
ImageQuarry
ImageQuarry is a conversational AI image workspace. You describe an image or upload one, then ask for specific changes in words, such as new lighting, a different background or an added object. Each change makes a new version and earlier versions are kept, so you can make variations, branch from any version, add reference images and organize the work in projects and a library. You can choose between four image models: Nano Banana 2.1 (the default), Nano Banana Pro, GPT Image 2.5 Flare and GPT Image 2.5 Sunburst. Plans: Starter at $9 per month with 100 image credits a month, and Pro at $29 per month with 300 image credits a month, with optional metered overage that is off unless you turn it on. Every plan is paid. ImageQuarry has not published output specifications or rights terms yet, and it is not a headshot or background removal tool.
Replicate
Replicate (replicate.com) says "Run AI with an API." It hosts open and proprietary models, from Nano Banana 2 and Imagen 4 Ultra to FLUX.2 and Seedream, plus thousands contributed by its community, and lets you fine-tune and deploy your own. Billing is usage based, per output image or by hardware time, with enterprise SLAs on request and a "Try for Free" collection for limited runs. Its blog announced on November 17, 2025 that Replicate is joining Cloudflare and will "carry on as a distinct brand." Replicate says "Thousands of businesses are building their AI products on Replicate."
Which one fits your work
Choose ImageQuarry when
- You want to make and refine images yourself
- You want each written change saved as a version you can return to
- You want projects and a library ready to use
Choose Replicate when
- You are building a product on hosted models
- You want to fine-tune or deploy a custom model
- You want to pay per output or by GPU time
- You want published terms covering commercial use of outputs
How to try both on the same image
- Run a description through a Nano Banana model on Replicate's Playground.
- Use the same description in ImageQuarry with Nano Banana 2.1, the default.
- Ask ImageQuarry for a change and branch once from the first version.
- Keep Replicate for the part of your product that calls models, and use ImageQuarry for hands-on image work.
Questions about ImageQuarry vs Replicate
Is Replicate part of Cloudflare?
Yes. Replicate's blog said on November 17, 2025 that it is joining Cloudflare, will carry on as a distinct brand, and that its API is not changing.
How does Replicate price image models?
By use: some hosted models are priced per output image, such as flux-1.1-pro at $0.04, and others by GPU time, as of October 2026.
Does Replicate work on a phone?
Its Playground shows a notice on mobile asking you to switch to a desktop or laptop.
How do I start with ImageQuarry?
In the ImageQuarry app: create an account, choose a plan and start creating.
Does ImageQuarry keep earlier versions?
Yes. Each change produces a new version and earlier versions are preserved.
Sources
Every competitor fact on this page comes from the vendor's own pages, checked on the date shown. Recheck them before you buy.
Checked October 20, 2026
Create an image. Edit it with words. Keep refining.
Skip the setup
Describe the image you want and keep refining it in words, with every version saved.
Start creatingAlready have an account? Sign in