Krita AI Diffusion vs Octopus.do
Side-by-side trajectory, velocity, and editorial themes.
Krita's AI plugin stays first to support every new open image model, from Flux 2 to Anima.
Krita AI Diffusion is a mature, fast-moving ComfyUI-backed plugin shipping near-monthly. Each release pairs support for the latest open diffusion models with steady refinement of the inpaint/selection pipeline and cross-platform install handling across CUDA, ROCm, and macOS.
Across these releases the plugin absorbed Flux 2, Z-Image, Qwen, ERNIE, and Anima, wiring each into Krita's selection, control-layer, and custom-workflow machinery. The direction is clear: be the fastest on-ramp for new diffusion models inside a real painting app, while smoothing the rough edges of local install and editing.
Anima is still in training and preview; expect it to graduate to official support with the full set of control modes, and for the project to keep absorbing new open models as they land. The just-added ROCm path suggests further AMD/hardware-support polish ahead.
Octopus.do is becoming the planning stage that feeds Figma, AI site builders and docs.
Octopus.do is repositioning from a standalone visual sitemap tool into the front of a production pipeline. Recent releases rebuilt its core editor on a modern foundation (adding columns, tables and alignment), shipped a Figma plugin that turns an Octopus project into a high-fidelity, variable-driven prototype, and added export paths — Word, an Octopus XML import/export format, and an AI-prompt export for website generators. The common thread is moving structured plans out of Octopus into wherever the work continues.
The direction is to own the planning and content-structuring stage and then hand off cleanly to every downstream tool. The Figma prototype generation is the most ambitious of these bridges, collapsing the usual gap between sitemap and design. The AI-prompt export and XML format hedge across the other paths teams take — AI site builders and external tools — so Octopus stays upstream regardless of what users build with next.
Expect deeper AI-assisted handoff (richer Figma and prompt generation) and continued editor capability buildout now that the rewrite gives Octopus a faster foundation to ship on.
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