Iteration Layer
Image Transformation

Iteration Layer vs imgix

imgix is an image CDN for serving responsive images in browsers — not a backend processing API.

No credit card required — start with free trial credits

Why developers switch from imgix

imgix handles the basics well, but has no AI operations like smart crop or background removal.

No origin storage required

imgix requires you to configure an origin — an S3 bucket, GCS bucket, or web folder — before it can transform anything. We take the image directly: pass a URL or upload a file, get the result back.

AI operations included

Smart crop with object detection, 4× AI upscaling, and background removal are standard pipeline operations. imgix has no equivalent — it covers resize, format, and basic adjustments.

Explicit JSON pipelines

imgix transformations are URL query string parameters — abbreviated, implicitly ordered, and embedded in every image URL in your codebase. Our pipelines are explicit JSON arrays that live in your application code.

Feature-by-feature comparison

We went through the docs so you don't have to. Here's how every feature compares — including the ones where we're not the better choice.

Feature Iteration Layer imgix
Resize
Yes

Resize images to exact dimensions or by percentage with multiple fit modes

Yes

Comprehensive resize via w, h, and fit URL parameters

Crop
Yes

Crop images to exact dimensions with configurable anchor points

Yes

Multiple crop modes including focal point and face detection cropping

Format conversion
Yes

Convert between image formats as a pipeline step

Yes

Automatic format negotiation or explicit conversion via fm parameter

Compression
Yes

Control output quality and compression level per format

Yes

Quality and compression control via q and lossless parameters

Rotate / flip
Yes

Rotate by arbitrary angles and flip horizontally or vertically

Yes

Rotation and flip operations via rot and flip URL parameters

Blur / sharpen
Yes

Gaussian blur and unsharp mask sharpening with configurable parameters

Yes

Blur and sharpen effects via blur and sharp URL parameters

Watermark / overlay
Yes

Composite images and text overlays with positioning and opacity control

Yes

Image and text overlays via mark and txt URL parameters

Smart crop (AI)
Yes

AI-powered object detection for intelligent cropping

No

No AI-powered smart cropping available

AI upscale
Yes

4× AI-powered image upscaling

No

No AI upscaling available

Background removal
Yes

AI-powered background removal in a single pipeline step

No

No background removal available

Output formats
6 formats

JPEG, PNG, WebP, AVIF, HEIF, and GIF output supported

4 formats

JPEG, PNG, WebP, and AVIF output supported

Pipeline model
JSON pipeline

Define transformation steps as a JSON array in each API request

URL parameters

Transformations defined as abbreviated query string parameters in image URLs

Requires own storage origin
No

Process any URL or uploaded file directly without configuring a storage origin

Required

An S3 bucket, GCS bucket, or web folder must be configured as an origin before transformations work

Primary use case
Backend API

Designed for backend processing pipelines where images are transformed programmatically

Browser delivery

Optimized for serving responsive images to browsers via CDN edge delivery

CDN delivery
None

No built-in CDN — designed as a processing API, not a delivery network

Best-in-class

Industry-leading edge delivery optimized for high-cache-hit responsive image serving at scale

Community & docs
Growing

Expanding documentation and community with active development

Established

Large community with extensive documentation and many years of ecosystem development

EU hosting
EU only

All processing happens exclusively on EU-hosted servers

Global edge

Processing distributed across CDN edge locations with no EU-only option

Language support
Any language

REST API callable from any programming language with HTTP support

Any language

URL-based API accessible from any programming language

Pricing model
Per transformation

Flat per-transformation pricing with no shared credit pools

Per render + bandwidth

Per image render plus bandwidth costs, designed for high-cache-hit browser delivery

Infrastructure required
None

Fully managed API with no deployment or infrastructure to manage

None

Fully managed SaaS platform with no infrastructure to manage

GDPR / Data privacy
Zero retention

No files or results stored beyond temporary 90-day logs

Origin-based

Caches transformed images on global CDN nodes outside EU jurisdiction

Pricing

Start with free trial credits. No credit card required.

Developer

For individuals & small projects

$29.99 /per month
  • 1,000 credits / month
    That's either: 1,000 image transformations 500 document generations 500 image generations 500 sheet generations 200 document extractions (5-page docs) 200 markdown conversions (5-page docs)
  • All APIs included
  • Free trial credits per API
  • Email support
  • Budget caps per key
  • Optional auto top-up
Most Popular

Startup

Save 40%

For growing teams

$119.99 /per month
  • 5,000 credits / month
    That's either: 5,000 image transformations 2,500 document generations 2,500 image generations 2,500 sheet generations 1,000 document extractions (5-page docs) 1,000 markdown conversions (5-page docs)
  • All APIs included
  • Free trial credits per API
  • Priority support
  • Budget caps per key
  • Optional auto top-up

Business

Save 47%

For high-volume workloads

$319.99 /per month
  • 15,000 credits / month
    That's either: 15,000 image transformations 7,500 document generations 7,500 image generations 7,500 sheet generations 3,000 document extractions (5-page docs) 3,000 markdown conversions (5-page docs)
  • All APIs included
  • Free trial credits per API
  • Priority support
  • Budget caps per key
  • Optional auto top-up

Start building in minutes

Free trial credits included. No credit card required.