Img2img Alternative Test Jun 2026

Used the FLUX.1 Pro API via Replicate. Prompt identical to the Midjourney test, but with a specific instruction: "Depth map guidance: preserve the exact composition of the input image."

Use this for mood boards. If you want 100 variations of your sketch's color scheme, nothing beats MJ's aesthetic intelligence. img2img alternative test

In this test, we explored to achieve controlled image variation without using conventional img2img. The goal was to preserve content intent while offering more flexibility, better prompt alignment, and reduced structural bias. Used the FLUX