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· Etsy Market Pulse · weekly
Nº 001 · MAY 2026
A production system,
not a generator.
Today, you ship.
Wall art · Clipart · Posters
Stickers · SVG · Custom
Grow your Etsy shop without growing your hours.
Projects & product types · Updated 22 May 2026

Choosing a generation model

Each product type lets you pick the AI model that generates your images. Cheaper models are faster and cost less per piece; premium models give better composition and detail. Here's how to choose.

The model picker sits in the right sidebar of the create form. It’s a radio list — pick one. Each model shows its per-image credit cost inline so you can see the trade-off before you launch.

Where the picker appears (and where it doesn’t)

Product typeModel picker
Wall ArtYes — multiple models
PosterYes — multiple models
ClipartYes — multiple models
StickerNo — single fixed model (fofr/sticker-maker)
SVGNo — single fixed model (Recraft V4 SVG)
CustomNo — no image generation

For sticker and SVG, the form omits the picker because there’s only one good model on the market for that format. Same logic for custom — you upload your own images, nothing to generate.

What changes when you pick a different model

Only one thing changes: the model that generates your images. Everything else is identical:

  • The same design-option fields are available (art medium, color palette, mood, room/setting, composition, negative prompts). There’s no longer a tiered “feature unlock” gating these — every model gets all options.
  • The same brief and prompt LLM logic runs.
  • The same upscale, processing, and delivery pipeline runs downstream.

The old tier system (Creator / Studio / Signature) was retired in May 2026. The launch payload still includes a qualityTier field for backward compatibility but it no longer drives the UI.

Picking by intent

Without naming specific models (they rotate as the market changes — the picker always shows what’s currently available), the trade-off is:

  • Cheaper models (low credit cost) are best for prototyping, batch volume, and styles where composition matters less than throughput — e.g. abstract patterns, simple clipart, mood-board pieces.
  • Mid-tier models are the workhorse for most listings. Good composition, reasonable cost, predictable output.
  • Premium models (high credit cost) are worth it for hero pieces where you need cleaner detail, better text rendering, or more reliable adherence to specific style cues (vintage botanical, fine-line illustration, specific photography styles).

If you’re unsure, start with a cheaper model on the first 1-2 pieces in a new direction. If the composition holds together, scale up; if not, you’ve spent less to learn it.

Credit cost is per image, not per project

For clipart bundles, the per-image credit cost is multiplied by the number of images in the bundle. A 20-image clipart bundle on a model that costs 2 credits per image costs 40 credits total. The sidebar shows the total credit cost for the launch — always look at that number, not the per-image one.

Upscale and infrastructure models stay hidden

Only the generation model is user-facing. The upscaler (AlexGenovese ×10 for wall art/poster, ESRGAN for clipart/sticker), background removal (WaveSpeed), and other infrastructure models stay out of the UI — you can’t pick or swap them. That’s intentional: the model behind a step like “background removal” is an implementation choice, not a creative one.

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