Iteration Layer
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Image Generation

Iteration Layer vs Puppeteer

Puppeteer takes screenshots of HTML pages — a browser pipeline for what should be a simple API call.

Why developers switch from Puppeteer

Puppeteer spins up a full browser for every screenshot — heavy on memory and slow to cold-start.

No Chromium to deploy or maintain

Each Puppeteer screenshot requires a running Chromium instance consuming 200–300 MB of RAM. We are a managed API: define your layers as JSON, get a PNG or JPEG back — no browser, no containers, no memory management.

AI operations on every layer

Puppeteer takes screenshots of what Chrome renders. We apply background removal and smart crop with object detection to individual layers as part of the same generation request.

Explicit layer composition

Puppeteer renders HTML — what you get depends on CSS interpretation, font loading, and browser quirks. Our layer model is explicit: each element has a precise position, size, and style, producing the same result every time.

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 Puppeteer
Template definition
JSON layers

Templates defined as JSON layer arrays — versionable and diffable

HTML/JS

Takes screenshots of HTML pages rendered in a headless browser

Layer composition
Per layer

Independent text, image, and shape layers composited pixel-perfectly

Browser rendering

Browser rendering can vary based on font loading, CSS interpretation, and rendering timing

Output formats
4 formats

PNG, JPEG, WebP, and PDF output

4 formats

PNG, JPEG, WebP, and PDF output supported via Chromium

AI operations
Included

Background removal and smart crop with object detection available per layer

None

No AI-based image operations available — takes browser screenshots only

Output determinism
Deterministic

Same input always produces the same output with pixel-level consistency

Non-deterministic

Browser rendering can vary based on font loading, CSS interpretation, and rendering timing

Open source
Proprietary

Closed-source managed SaaS platform

Free

Open source and free to use with no per-image cost

Web screenshots
Layer-based

Composes images from individual layers rather than capturing web pages

Pixel-perfect

Captures pixel-perfect screenshots of any web page as Chrome renders it

JS interaction
Static

Static layer composition without JavaScript execution

Full JS

Can interact with JavaScript-rendered pages including SPAs and dynamic content

EU hosting
EU only

All processing happens exclusively on EU-hosted servers

Your choice

Runs on your infrastructure, so data residency depends on where you deploy

Pricing
$0.066

2 credits per action

Compute only

Self-hosted OSS

Infrastructure required
None

Fully managed API with no binaries, containers, or infrastructure to manage

Chromium

Requires Node.js and a Chromium instance consuming 200-300 MB per screenshot process

GDPR / Data privacy
Zero retention

No files or results stored beyond temporary 90-day logs

Your responsibility

Data privacy depends entirely on your deployment and infrastructure choices

Pricing

Start usage-based. Switch to a subscription when your volume becomes predictable.

Pay as you go

Usage-based

$0.033 to $0.022 / credit

Graduated pricing. Your effective rate decreases automatically as monthly usage grows.

  • No monthly commitment
  • Pay only for credits used
  • Automatic volume discounts as usage grows
Subscriptions

Predictable volume

From $29.99 /month

Fixed recurring credit packs with lower effective credit prices for steady usage.

  • Lower effective per-credit prices
  • Fixed recurring credit packs
  • Predictable monthly budget
All APIs included Free trial credits per API Project-based budget caps Auto overage billing

Still evaluating?

See how we compare — and where the competition still wins. Choosing the right tool shouldn't require a week of research.

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Free trial credits included.

Zero data retention Made & hosted in the EU $65 free trial credits