Stable Diffusion XL is an open source base model on which you build other models focussed on more specific areas, also you have LORAs which influence the attention layer. So you are not testing the whole package. Also the prompt is a little too wordy and won't break into tokens very well. "(cartoon:1.4) octopus, cheerful, pirate hat, shimmering, coral reef, fish, underwater, magical, colorful" is probably all you need. As I understand it he current generation don't read ordinary text they only break it into tokens, although with Stable diffusion you can now hook Chat GPT4 to it which will write a prompt which tokenises well. They are all pretty good though and getting better at a dizzying rate.

Very cute little ending with Dall-E 2. I remember when it blew my mind. Took me back!

really good video, would love to see more!

Awesome Video! Thank you!

This was awesome Wes! You'll need to do this video again in a year. Things are about to get silly.

Great video, thank you for the comparison!

Leonardo is my all time fav. Especially “live canvas”. And I like ideogram. There’s a ton of ai in canva now and I would love some deep dives into workflows using the image generator and exploring the possibilities with it.

This is great! I was looking for a comparison just today. Also dalle3 has an api i can use! Perfect. Midjourney doesnt have an api if anyone is wondering

After I guessed the first 3 rounds 100% accurately I patted myself on the back, been working with Mid and Stable for over a year and can easily spot its images from a block away. 🚀🚀

How to change aspect ratio of the pictures in Dall-e 3?

Very cool. Thank you. Can you compare or recommend which ai does best sketch to photo/rendering ?

🎯 Key Takeaways for quick navigation: 00:00 🎨 *Image Generator Overview* - Introduction to the comparison of image generation results. - Overview of the three contenders: DALL-E 3, Stable Diffusion XL, and Mid Journey v6. - Explanation of how to access and use each image generator. 01:19 🌈 *Categories for Comparison* - Explanation of the five categories for image generation comparison: cartoon images, photorealistic humans, architecture, seamless patterns, and logos. - Mention of the selected prompts for each category. - Emphasis on the variety of outputs to capture a wide range of styles. 02:27 🤔 *Cartoon Image Generation* - Presentation of the first category: cartoon images. - Display of three generated images without revealing their sources. - Inviting viewers to guess which image corresponds to DALL-E 3, Mid Journey v6, and Stable Diffusion XL. 03:59 🎭 *Cartoon Image Reveal* - Reveal of the sources for the three cartoon images. - Comparison and analysis of each image's adherence to the prompt. - Encouragement for viewers to share their preferences among the three images. 04:46 📸 *Photorealistic Human Image Generation* - Introduction to the second category: photorealistic human images. - Presentation of three generated images of a street performer playing a saxophone. - Observation of details and expressions in each image. 06:33 🌟 *Photorealistic Human Image Evaluation* - Reveal of the sources for the three photorealistic human images. - Comparison and personal preference assessment of the images. - Highlighting Mid Journey v6 as a standout in terms of photorealism. 07:16 🏰 *Architectural Image Generation* - Introduction to the third category: architecture. - Presentation of three generated images of an elaborate Gothic Cathedral complex. - Focus on architectural details and surroundings. 08:25 🖼️ *Architectural Image Sources Revealed* - Reveal of the sources for the three architectural images. - Analysis of each model's approach to the Gothic Cathedral prompt. - Recognition of common traits in the output of each image generator. 09:06 🌸 *Seamless Texture Generation* - Introduction to the fourth category: seamless textures. - Presentation of three generated images of vintage floral wallpaper. - Evaluation of hand-drawn details and pastel color choices. 10:44 🔄 *Seamless Texture Assessment* - Reveal of the sources for the three seamless texture images. - Assessment of the seamlessness of each texture. - Acknowledgment of preference and recognition of mid Journey v6 for its performance. 11:11 ☕ *AI Business Logo Generation* - Introduction to the fifth category: AI business logos for a gourmet coffee shop. - Presentation of three generated logo designs. - Evaluation of details, color schemes, and overall aesthetic. 12:49 🎓 *AI Business Logo Sources Unveiled* - Reveal of the sources for the three AI business logos. - Critique of each model's performance in logo design. - Reflection on the progress from earlier AI models like DALL-E 2. 13:45 🤖 *Closing Remarks and Future Plans* - Brief explanation of accessing Mid Journey version 6 in alpha stage. - Request for viewer feedback on continuing the series with more models and diverse prompts. - Mention of previous videos and potential additions to future comparisons. Made with HARPA AI

So you've used the BASE Stable Diffusion XL. The base is like a rough Diamond, is does not look that great but you can shape it into many beautiful shapes. For someone who just wants to get some images Midjourney is the best looking "right out of the box"... Most people who just use Stable Diffusion BASE "as is", never get the quality images that you see the pros achieve But if you are going for a specific look use and mix Models, Loras and train your own, you can get superior results. I wonder if you'll consider comparing these again , giving Stable Diffusion the time and effort that it needs to be a real gem.

Hello WES, i want to ask that how can you use openai free trial?

Cool pictures

❤Thank you sir 🎉😮😊

3:50 I guessed the MJ......but I failed the Dall-E and SDXL. I'm actually a bit surprised SDXL did that well with that prompt.

Nice vid, couple of things though: =First of all "photorealism" "photorealistic" is an art style that involves painting, digital illustration, or drawing in a manner that attempts to depict its subject in the most realistic fashion possible. So actually Dall-e got the art style the closest in your second round. I only say this because the models often understand the definition of art styles as an artist would. While the term is commonly used by non-artists to describe photography, it's not what you want to use in a prompt if you want a photograph. =Second using the same prompt between these AI systems, while it might seem to be a way to control variables, is going create problems. Prompts need to be tailored to the way the models are labeled. Midjourney and Stable Diffusion tend to work best with "tag-like" prompts. A list of visual attributes that don't include a narrative and isn't constructed as a sentence: Photograph, black man blue shirt saxophone busy downtown street, and it's best to keep your prompt under the token limit for the first tensor (about 100 words). Dall-e likes longer prompts with narrative and descriptions of the subject's emotions etc. Just a difference in the way the models were built and the images labeled.

Love this stuff! Leonardo AI maybe?

I guessed all the MidJourney V6 renditions so think I will stay with that. I just need to get the face swapping fixed as it works good with MJ5.2, but 6 just came out badly.

You got to mention which model do you use for Stable Diffusion. Not fair comparison because some models do better than others. I think midjourney is capable of auto switching best model for you to use that's why normally we get good result.

I've been working with AI image generators for a long time. Even so, I was surprised that I got all of them correct somehow. Yay

If you want a prompt only generation with SDXL, use fooocus as it imitates midjourney and creates great results. Otherwise SDXL without any customised controls or community trained checkpoints is going to be lackluster.

My impression is that DALL-E has the best language understanding, but the resulting image often have a "corporate art style" and care more about accuracy than coherence. SDXL seems to have relatively weak language understanding, but is also the easiest to manipulate with certain key words. SDXL prompts feel more like instructions than descriptions. Midjourney has really good scene and style consistency, but it can be hard to precisely control what you want. Ultimately I still prefer SDXL because you have more exposed knobs to tune when run locally, and when you really want to create something precisely, being able to directly feed control instructions to the model is much easier than trying and failing with different prompts.

Did you put the words for the coffee one in quotation marks? MJ version 6 does its best to copy text but only if they are specified within quotes.

Prompt understanding - Dall-e 3.

Octopus - Very predictable. Midjourney doesn't do anthropomorphic very well (from what I've seen), so the left image was obviously Midjourney. The bubble-duplication of the treasure chests on the right said Stable Diffusion. And the very cartoony center image was very Dall-E. (All correct) Sax player - Midjourney likes its dark compositions, so that was obviously the third image. The broken sax was an easy Stable Diffusion tell. And the slightly plastic-y person on the left was clearly Dall-E. (All correct) Cathedral - Composition and realistic plants in the middle image says Midjourney. The toy model on the left is Dall-E (it looks very similar to architecture prompts I've tried on Dall-E before). So the messy cathedral on the right is Stable Diffusion. (All correct) Wallpaper - Midjourney does not like color, so the left image. There's a subtle roundedness in the right image which to me suggests Dall-E. That leaves Stable Diffusion for the brightly colored middle image. (Wrong: Mixed up SD and MJ. Apparently MJ doesn't hate bright colors as much as I've imagined.) Logo - Dall-E does logos well, so that should be the middle image. Midjourney tends towards extra noise in the image details, so the right image. So Stable Diffusion on the left, which really didn't grasp "logo" all that well. (All correct) Given how Stable Diffusion did with the logo, if it had come first, I would have more easily guessed that SD did the left wallpaper image, because of similar design problems. Overall, Dall-E does bright and round and cartoony, and is very good at adhering to prompt detail; Midjourney does dark and realistic, with good composition and image balance, but has real issues following prompts with detail; and Stable Diffusion is most likely to be a bit broken.

Are you using community trained checkpoints on SDXL?

Dall e 3 would be great if I weren't paying to get throttled after making a few images

more, this is interesting

Cascade can do text, I hear. Haven't gotten it to work yet. Fooocus is pretty damn good, but not with text

The seamless pattern “test” would be better if you actually placed at least two images next to each other, instead of guessing if it’s actually seamless! Seamless is the most important part in that test. Using text with quotes gives a better result.

Could you do another comparison to see which one is able to compose a group of in-focus subjects most coherently?

Im running stable diffusion locally. You just need an rtx or gtx video card.

Yeah, Midge and SD must be prompted with a description, not a command. Just saying. :)

I think you just pick the image with the least amount of brightness/awesomeness, and that would be Stable DiffusionXL. It sucks at making images that POP. Also, Dalle-3 tends to make isometric images for some reason.

Midjourney gives realistic images and better colors, while Dall E gives more cartoonish images or something from Pixar Studios and stable diffusion is something between

I think you're suppose to put the text in "quotes" to generate properly

Mid journey being not accessible for myself is out of the picture or out of the question but between the other two it's really hard to pick a favorite. Dall-E is pretty cool because the interpretation of the prompt tends to be extremely literal. I would say stable decision interprets prompts a little bit more loosely. And Dall-E, at least for me always as some extra something like a finished shine that i don't see on SD a much. Cool video. Thanks. Just one thing too. And I hear this all the time and got it wrong myself in the past but apparently photo realism is just an art style that attempts to get close to looking like an actual photo. But if you're looking for a realistic photo or a realistic-looking art that appears to be a photo, you would just prompt "photo"

this is a cool idea and cool test... but it's not really fair cause to get the best results out of midjourney (even v6) and certainly SDXL... you have to prompt it differently than DALL E... so using the same prompt for all 3 won't give fair results unfortunately 💪😎

❤

Midjourney v 6 is lacking in understanding prompts compared to v 5.2

Midjourny loves muted backgrounds 🤭

imho, all depend on the requirements, not only about the aesthetics. for example, dalle3 is not replacable for storytelling (such as my weird tutorials project in: kzfaq.info/get/bejne/qb6Xjaefkpu1d3k.html (100% made by AI) 😄

Midjourney is the best in my opinion

Octopus = stable diffusion / dall-e / midjourney Saxophone = dall-e / stable diffusion / midjourney Building = dall-e / stable diffusion / midjourney

There is something wrong with that Sax for sure...

I kinda like dalle : 2 haha its more artsy

3:44 "Definitely got the chest right" **Shows blob of wood and locks mangled together in the rough shape of a pyramid.*

Midjourney FTW

It is better

Stable diffusion can generate nsfw, that alone kill the other 2😂

👋 Dall-E 3 is the clear winner for most images in regards to prompt coherence and image fidelity. Plus......... *it's FREE to use* For certain types of architecture, SDXL does exceptionally well. 👍

It’s called bokeh. 😂

200 images? lol

Under water cartoon = 1 mj 2 Dalle 3 sd Realistic man 1 sd 2 dalle 3 mj Dalle 2. 😂😂😂😂 Architecture 1 dalle 2 mj 3 sd Pattern 1 dalle 2 mj 3 sd Got tricked as well. Logo 1 sd 2 dalle 3 mj Thanks for the game. 😂. Fun.

Before the cartoon prompt reveal I've paused to guess: 1. MJ 2. D3 3. SD Wohhoo! I guessed right.

A1111 plus CivitAI for the $0 win or ComfyUI + CivitAI if you're a masochist.

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