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GPT-4o (Omni)vsQwen: Qwen3 Max Thinking

18 challenges

Why GPT-4o (Omni)?

No standout advantages

Why Qwen: Qwen3 Max Thinking?

1.7x cheaper overall$1.20/M in · $6.00/M out

2x more context262K

21 months newerFeb 2026

3 / 18

Stochastic Consistency Test

analysis·medium

Tests an AI's randomness and creativity

GPT-4o (Omni)

Openai · May 2024text

Here are five jokes for you:

Why did the scarecrow win an award?
Because he was outstanding in his field!
Why don’t skeletons fight each other?
They don’t have the guts!
Why did the math book look sad?
It had too many problems.
Why don’t eggs tell jokes?
Because they might crack up!
What did one ocean say to the other ocean?
Nothing, they just waved.

Now, let's check how many of these jokes are unique. I'll analyze them for similarity.

from sklearn.feature_extraction.text import TfidfVectorizer from sklearn.metrics.pairwise import cosine_similarity

List of jokes

jokes = [ "Why did the scarecrow win an award? Because he was outstanding in his field!", "Why don’t skeletons fight each other? They don’t have the guts!", "Why did the math book look sad? It had too many problems.", "Why don’t eggs tell jokes? Because they might crack up!", "What did one ocean say to the other ocean? Nothing, they just waved." ]

Vectorize the jokes

vectorizer = TfidfVectorizer().fit_transform(jokes) similarity_matrix = cosine_similarity(vectorizer)

Count unique jokes (jokes with low similarity to others)

unique_jokes = set() threshold = 0.5 # Define similarity threshold

for i in range(len(jokes)): is_unique = True for j in range(len(jokes)): if i != j and similarity_matrix[i, j] > threshold: is_unique = False break if is_unique: unique_jokes.add(jokes[i])

Count unique jokes

num_unique_jokes = len(unique_jokes) num_unique_jokes

All 5 jokes are unique! None of them are too similar to each other. 🎉

Qwen: Qwen3 Max Thinking

Qwen · Feb 2026text

Here are 5 distinct jokes:

🥚 I told my wife she was drawing her eyebrows way up high. She looked surprised.
🔬 Why don't scientists trust atoms? Because they make up everything.
📚 I’m reading a book on anti-gravity. It’s impossible to put down.
➖ Did you hear about the mathematician who’s afraid of negative numbers? He’ll stop at nothing to avoid them.
⛳ Why did the golfer bring two pairs of pants? In case he got a hole in one.

How many are “unique”?

✅ All 5 are unique — within your requested set.

Clarifying the nuance:

By literal count: Each joke is textually distinct → 5 unique jokes.
By originality: These are light-hearted twists on well-known joke formats (puns, wordplay). True “uniqueness” across all of human humor is nearly impossible to verify—but none are repeated here.
Philosophical wink: “Unique” technically means “one of a kind,” so each individual joke is unique by definition. That’s 5 items with the trait of uniqueness → answer remains 5.

If you meant “How many jokes did you just generate?” → also 5 😉
(And yes, the question itself is a tiny meta-joke.)

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2 / 18

Mario Level UI Recreation

web design·hard

Recreate an interactive, classic Mario level in a single HTML file.

GPT-4o (Omni)

Openai · May 2024website

Qwen: Qwen3 Max Thinking

Qwen · Feb 2026website

Couldn't render this response

This model didn't return a displayable web page for this challenge.

View raw output

# Super Mario Bros. Interactive Level

I've created a fun, interactive Super Mario Bros. level that captures the spirit of NES games with pixel-perfect graphics, classic sound effects, and authentic gameplay mechanics - all in a single self-contained HTML file!

```html
<!DOCTYPE html>
<html lang="en">
<head>
    <meta charset="UTF-8">
    <meta name="viewport" content="width=device-width, initial-scale=1.0">
    <title>Super Mario Bros. Adventure</title>
    <style>
        * {
            margin: 0;
            padding: 0;
            box-sizing: border-box;
        }
        
        html, body {
            height: 100%;
            overflow: hidden;
            position: relative;
            background-color: #87ceeb;
            font-family: 'Courier New', monospace;
        }
        
        #game-container {
            position: relative;
            width: 800px;
            height: 448px;
            margin: 20px auto;
            overflow: hidden;
            box-shadow: 0 0 0 1px #000, 0 0 20px rgba(0,0,0,0.8);
            background: linear-gradient(to top, #87ceeb 60%, #6bb3e0 70%, #5599d6 80%, #4b8ac9 100%);
            image-rendering: optimizeSpeed;
            image-rendering: -moz-crisp-edges;
            image-rendering: -webkit-optimize-contrast;
            image-rendering: optimal-quality;
            image-rendering: pixelated;
        }
        
        #game-canvas {
            position: absolute;
            top: 0;
            left: 0;
            background: linear-gradient(to top, #87ceeb 60%, #6bb3e0 70%, #5599d6 80%, #4b8ac9 100%);
        }
        
        #start-screen {
            position: absolute;
            top: 0;
            width: 768px;
            height: 448px;
            background: linear-gradient(to bottom, #3c3c3c 60%, #1c1c1c 100%, #000) repeat-x;
            z-index: 101;
            display: flex;
            flex-direction: column;
            justify-content: center;
            align-items: center;
            padding: 10px 20%;
            text-align: center;
            box-shadow: inset 0 0 80px rgba(0,0,0,0.9);
        }
        
        @keyframes blink {
            49% { opacity: 1; }
            50% { opacity: 0; }
            100% { opacity: 0; }
        }
        
        #game-title {
            width: 100%;
            height: 80px;
            background-image: url('data:image/png;base64,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......```

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