Midjourney now supports --stylize in its Version 4! Let's look at how it works, what it can affect in our generations, and what we control with it.

That's what the team themselves say on Midjourney's official Discord channel:

What does that mean in practice? Let's get to experiments!

For this trial, I locked the random seed (--seed 1) to get consistent generations while only changing --stylize. I started from 0 and went up to 1000 with 100, 250, 500, and 750 steps. Since the rest of the prompt stayed the same, I will only caption the first image in the examples below and then indicate the Stylize value for each sample.

To best illustrate how the new --stylize works, I began with a simple prompt: circle.

In short, Midjourney's new Stylize helps make generations more beautiful, complex, and detailed on every level: from background to subject. Where V3 brings you completely random results after a certain --stylize number, V4 is much more subtle and smooth.

On the Library Instagram, we have a daily section where we trial artists and techniques against nine standardized prompts: cyberpunk character, Nazgul over sleeping town, decaying peonies, tech genius teenage girl, cute Mainecoon cat, Chernobog, bioarchitecture, Thom Yorke, and an image prompt (a portrait of Francis D.)

To put the new Midjourney AI V4 Stylize setting to a real test, I used these prompts followed by the names of various artists from the Library.

However subtle the new Stylize might be it also may drastically affect the composition, cropping, and even the image's subject. In most cases, it happens early—between --stylize 0 and 100. Sometimes, the same might occur later, between 750 and 1000.

But in most cases, the one dramatic change happens when you start going from 0 up, and the following transitions are smoother.

However, another variant of the same generation is a great example of how Stylize may subtly evolve your generation, keeping most of it intact from 0 to 1000.

At times the changes in details, subjects, and environments seem almost like Remaster or even Re-roll effect.

Upping Stylize tends to make images more beautiful. If default V4 wasn't enough already, you can now dial the "beautiful" value even higher up.

Another effect mentioned by the Midjourney team: higher --stylize generates more consistent images and fewer glitches (but hands are still the issue ¯\_(ツ)_/¯).

Sometimes the higher Stylize generations appeared more inventive and artistic than the ones with lower numbers.

Apart from making pictures more beautiful, higher stylize value also develops composition and details, making results more intricate and interesting to look at.

Note how the town goes from an awkward rooftop to a pencil sketch to much more detailed and elaborate concept art.

At lower values, Midjourney will generally try to keep the picture simpler and more minimalistic in shapes and textures. The higher you go, the more intricate the whole generation becomes.

Raising --stylize not only makes generations more detailed, but the details themselves more consistent—even ordered according to a certain logic. Note how Francis' costume became less chaotic and more well-thought-through, and how the bioarchitecture building became more wholesome and structured.

Dramatic changes in --stylize value can often change the cropping and even the overall composition of your generations. Most of the time, Midjourney does it for a good reason.

Note how higher Stylize flipped the direction of images in these examples to make the composition go from left to right (which is more natural and appealing=more beautiful to Western taste).

Throughout my experiments, I encountered very few issues with the new Stylize. For instance, on some occasions raising --stylize number may move your generations away from the initial style modifier.

There is another minor glitch I encountered. When you're gradually raising --stylize with locked --seed, Midjourney would often swap image slots between generations. So U1 at --stylize 0 can unexpectedly move to U3 at 100.

Also, one or more variants can simply disappear between different Stylize levels to be replaced with entirely different ones.

But that's about it!

Here are my first impressions about Stylize in Midjourney V4. I will continue testing its limits and will try to update this article with new discoveries and examples!

If you want to share your thoughts, ideas, or results of your experiments with Stylize, send me a note via the form below. ↓

-- Yours, Andrei

P.S. Another circle anyone?