Productivity

Canva ships Craft, its first in-house image model trained on design templates instead of photographs

Available free to all 250 million Canva users on launch day, Craft is tuned for the exact job small-business owners spend most of their marketing time on: posters, social posts and layouts with legible text.

By Esi Boateng· Productivity tools·2026-10-25·3 min read

Photo: Unsplash / Campaign Creators — Marketing strategy worksheet on a desk with pens and planning materials

On October 22, Canva released Craft, the first foundation image model built and trained from scratch by Canva Research, and shipped it free to all 250 million users on day one. The architectural choice is the news: Craft wasn’t trained on photographs. It was trained on human-designed templates from Canva’s library, including posters, social posts, presentations, infographics, menus, and typography-rich layouts.

That inversion matters. Most image models treat text and layout as emergent properties of a photograph-trained diffusion process, which is why they garble words and misplace headlines. Craft treats composition as the primary job. Its two-stage pipeline separates compositional planning from image rendering, which is a bet that the hardest problem in marketing graphics isn’t photorealism, it’s hierarchy.

On DesignArena’s crowdsourced leaderboard, Craft currently ranks fourth, behind OpenAI’s GPT-Image-2.5 Sunburst, GPT-Image-2.5 Flare, and GPT-Image-2. The more revealing numbers sit inside the categories: Craft holds first global rank in People & Portraits (out of 87 models) and in Landscapes & Nature (out of 85). A design-template model winning the portrait category against the dominant photorealistic incumbents is a legibility result, not an aesthetics one.

For a one-to-four-person business, the distribution matters more than the benchmark. Craft lives inside the existing Canva editor via Dream Lab, outputs up to 2K resolution across more than 30 aspect ratios, and will be available through Canva’s public API with planned Model Context Protocol support. Two cheaper variants, Craft-fast and Craft-ultrafast, are in development.

This is the second platform move this month pointed squarely at founder-led operators. It follows TikTok’s recent shove toward full-funnel in-feed selling for small B2C brands, and the pattern is becoming legible: the tools that make customer-acquisition graphics and the surfaces that convert them are collapsing into the same workflow, with the switching cost pushed toward zero. The incumbents built photo models and tried to teach them to read. Canva skipped the step.

Sources