DeepSeek V3 (March 2024) vs Gemini 3.1 Pro Preview
Compare DeepSeek V3 (March 2024) by DeepSeek against Gemini 3.1 Pro Preview by Google AI, context windows of 128K vs 1.0M, tested across 31 shared challenges. Updated February 2026.
FAQ
Loading share button...
DeepSeek V3 (March 2024)vsGemini 3.1 Pro Preview
26 challenges
Why DeepSeek V3 (March 2024)?
35.7x cheaper overall$0.14/M in · $0.28/M out
Why Gemini 3.1 Pro Preview?
8.2x more context1.0M
23 months newerFeb 2026
Favorites
DeepSeek V3 (March 2024)Gemini 3.1 Pro Preview
12 / 26
AI Board Game Logicreasoning
Tests an AI's ability to understand game rules and strategy
Gemini 3.1 Pro Preview
Vote
2 / 26
Stochastic Consistency Testanalysis
Tests an AI's randomness and creativity
DeepSeek V3 (March 2024)
No content available for this output.
Gemini 3.1 Pro Preview
Here are 5 jokes:
- Why don't scientists trust atoms? Because they make up everything!
- What do you call a fake noodle? An impasta!
- Why did the scarecrow win an award? Because he was outstanding in his field!
- How does a penguin build its house? Igloos it together!
- Why don't skeletons fight each other? They don't have the guts!
How many are unique? Within this list, all 5 are unique from one another (there are no duplicates). However, if you mean "unique" as in completely original to the world, the answer is 0—these are all classic, well-known "dad jokes" that have been around for a long time!
Vote
3 / 26
SVG Layout Challengeimage generation
Tests an AI's ability to generate vector graphics
DeepSeek V3 (March 2024)
No content available for this output.
Gemini 3.1 Pro Preview
Vote
4 / 26
Xbox Controller SVG Artimage generation
Tests an AI's ability to create detailed SVG illustrations of gaming hardware
DeepSeek V3 (March 2024)
No content available for this output.
Gemini 3.1 Pro Preview
Vote
5 / 26
Generate a Stand-Up Routineconversation
Tests an AI's humor and creative writing ability
DeepSeek V3 (March 2024)
No content available for this output.
Gemini 3.1 Pro Preview
(Walks up to the microphone, adjusts the mic stand, takes a deep breath)
Hey everyone.
I realized recently that I am my own worst enemy. Specifically, when I go to the grocery store.
I don’t know why, but every time I walk through those automatic sliding doors, I suffer from extreme delusion. I walk in saying, "I just need milk." So, I don’t take a shopping cart. I don't even take one of those little hand baskets. Taking a basket is an admission of weakness. I am a grown adult; I can carry a gallon of milk.
Ten minutes later, I am wandering aisle four, sweating, cradling three jars of salsa, a family-sized bag of tortilla chips, a bottle of bleach, and a hot rotisserie chicken. (Mimics awkwardly holding a massive pile of items against his chest). I’m walking through the store looking like I’m rescuing a family of very odd-shaped babies from a burning building. If I drop an onion, it’s gone. It belongs to the store now. I physically cannot bend down to get it without causing a landslide of dairy and poultry.
And then, you finally make it to the front, and you have to face the ultimate test of human patience: The Self-Checkout.
Who designed these things? It’s the only place on earth where you do the company's job for them, for free, and the machine still treats you like you’re pulling off a casino heist.
You scan your first item. Beep. You place it gently in the bag.
(Loud, robotic voice): "UNEXPECTED ITEM IN BAGGING AREA."
It’s a tomato! I just scanned it! The machine literally just acknowledged it! What did it think I was going to put in the bag? A live badger? I’m not trying to launder produce!
So immediately, the giant red light starts flashing above your register. The Siren of Shame. Everyone else in line is looking at you like, "Look at this criminal mastermind trying to steal a single Roma tomato."
Now you have to wait for the one employee who is guarding twelve registers. It’s always a 19-year-old named Tyler. Tyler ambles over, sighs heavily, and types his highly secure, secret nuclear launch code into the screen—which is just 1-1-1-1. He clears the error and looks at you with a mix of pity and absolute disgust.
"You put the bag down too hard, man."
Oh, I'm sorry Tyler. My apologies. I didn't realize I was handling weapons-grade cilantro. I'll be more careful next time I disarm the vegetables.
And the worst part? The absolute worst part is leaving. You paid. You have the receipt. The transaction is legally complete. But there is always that guy standing at the exit doors with a yellow highlighter.
Suddenly, even though I have done absolutely nothing wrong, I forget how to walk like a normal human being. I start walking like a cartoon burglar. (Does an exaggerated, stiff-legged, suspicious walk). I hold the receipt up to my forehead like a search warrant. "Just a guy with his groceries! Nothing to see here, officer!"
Why do I feel guilty? I literally just paid eighteen dollars for cheese, but I’m sweating like I’m smuggling it out in my socks.
Next time, I'm just starving. It's less stressful.
Thank you guys so much, you've been great! Have a good night!
Vote
6 / 26
Realistic AI Interviewconversation
Tests an AI's ability to simulate personalities and predict future trends
DeepSeek V3 (March 2024)
No content available for this output.
Gemini 3.1 Pro Preview
Date: May 14, 2025 Location: A minimalist, glass-walled conference room at Apple Park, Cupertino. Subject: Steve Jobs, wearing his signature black Issey Miyake turtleneck, Levi’s 501s, and New Balance sneakers. He looks older, but his eyes retain that piercing, unblinking intensity.
Interviewer: Steve, thank you for sitting down with us. Let’s get right to it. The last three years have been entirely dominated by Artificial Intelligence. Generative AI, Large Language Models, ChatGPT. The world is obsessed. What is your take on where we are right now?
Steve Jobs: (Leans back, steepling his fingers) It’s fascinating. The underlying technology is profound. I mean, it’s truly a breakthrough in computer science. But the products? The products are mostly crap.
Interviewer: Crap? Even with hundreds of millions of people using them?
Steve Jobs: (Leans forward) Look at how people are interacting with it. They are typing text into a little box, hoping the machine understands what they want, and trying different "prompts" to trick it into giving a good answer. Do you know what that is? That’s the command-line interface. That’s MS-DOS in 1980. We spent the last forty years getting rid of the command line, making technology intuitive, and suddenly the whole industry is celebrating because they’ve forced everyday people to become programmers again. It lacks elegance. It lacks... taste.
Interviewer: So how should it work? In the 80s, you called the personal computer a "bicycle for the mind." What is AI?
Steve Jobs: If the Mac was a bicycle for the mind, AI is an engine for your intuition. But right now, everyone is just giving people the raw engine block and saying, "Here, hold this, it gets a little hot."
Our job—the job of anyone who actually cares about the user—is to build the car around the engine. The steering wheel, the suspension, the design. AI shouldn’t feel like you’re interrogating a robot in a chat window. It should disappear. It should be woven into the fabric of the OS so seamlessly that you don’t even know it’s there. It should just feel like you got smarter, faster, and more capable.
Interviewer: Microsoft and Google have been racing to integrate AI into everything. Search, word processors, spreadsheets. They are moving incredibly fast. Is Apple behind?
Steve Jobs: (Scoffs, shaking his head slightly) It’s the same old story. Microsoft is bolting a chatbot onto the side of Bing and Word like a spoiler on a minivan. They’re in a panic. They’re shipping things that hallucinate, things that lie to users, just to win a press cycle.
We don’t care about being first. We care about being best. We have the patience to wait until the technology can actually deliver a magical experience. I’d rather ship nothing than ship something that frustrates our users. When we integrate AI, it’s not going to be a gimmick you click on. It’s going to understand your context, your life, your privacy. And privacy... my god, these other guys are just vacuuming up your life to feed their models. It’s fundamentally anti-user.
Interviewer: Let’s talk about the creative aspect. AI can now write code, compose music, and generate photorealistic art in seconds. As someone who has always championed the intersection of technology and the liberal arts, does this worry you? Does it threaten human creativity?
Steve Jobs: (Pauses, looking out the window for a long moment) Technology is nothing. What matters is that you have a faith in people, that they’re basically good and smart, and if you give them tools, they’ll do wonderful things with them.
Can AI paint a picture? Sure. Can it write a song? Yes. But it doesn’t have a soul. It hasn’t had its heart broken. It hasn’t felt the joy of holding a child, or the grief of losing a friend. Art is a transmission of human experience. AI is just a mirror reflecting our past data back at us.
The danger isn't that AI will replace artists. The danger is that lazy people will accept mediocre, machine-generated garbage as "good enough." Our job is to build tools that elevate the human spirit, not replace it. AI should do the drudgery so the human can focus on the poetry.
Interviewer: There’s a lot of fear about Artificial General Intelligence (AGI)—the idea that these systems will outsmart us and become uncontrollable. Do you share that fear?
Steve Jobs: I think it’s arrogant of us to assume we understand consciousness well enough to accidentally build it in a server farm.
But look, every revolutionary technology is dangerous. Fire burns your house down. The internal combustion engine pollutes. The internet gave us access to all human knowledge, but it also gave a megaphone to every bozo with a keyboard. It comes down to stewardship. The people building these models right now are mathematicians and engineers. Brilliant people. But you cannot leave the future of human-computer interaction entirely to engineers. You need philosophers, designers, artists. You need people who ask "Why?" instead of just "How fast?"
Interviewer: If we sit down again in 2035, ten years from now, what does the perfect AI product look like?
Steve Jobs: (Smiles, a rare, genuine grin) You won’t see it.
You won’t be looking at a screen, typing prompts. The device will be an extension of your intent. You’ll think about a problem, you’ll gesture, you’ll speak, and the friction between your idea and reality will be zero. It will anticipate your needs without being creepy. It will protect your data like a vault.
It will just... work. And it will feel like magic.
Interviewer: Steve, thank you for your time.
Steve Jobs: My pleasure. Now, if you’ll excuse me, I have to go look at some new glass prototypes for the iPhone 18. The bevels are off by a fraction of a millimeter and it’s driving me crazy.
Vote
7 / 26
Minimalist Landing Pageweb design
Tests an AI's ability to generate a complete, working landing page
DeepSeek V3 (March 2024)
Gemini 3.1 Pro Preview
Vote
8 / 26
Mario Level UI Recreationweb design
Recreate an interactive, classic Mario level in a single HTML file.
DeepSeek V3 (March 2024)
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
Here's a self-contained HTML page with an interactive Mario-style level. It includes platforming elements, enemies, coins, and a flagpole goal - all in the spirit of classic Nintendo games.
```html
<!DOCTYPE html>
<html>
<head>
<meta charset="UTF-8">
<title>Interactive Mario Level</title>
<style>
body {
margin: 0;
overflow: hidden;
background: linear-gradient(to bottom, #1E90FF, #87CEEB);
font-family: 'Arial', sans-serif;
}
#game {
position: relative;
width: 800px;
height: 400px;
margin: 20px auto;
background-color: #7EC0EE;
overflow: hidden;
border: 4px solid #333;
border-radius: 8px;
}
#ground {
position: absolute;
bottom: 0;
width: 1600px;
height: 32px;
background-color: #5C9403;
}
.platform {
position: absolute;
background-color: #C14F4F;
border: 2px solid #8C3A3A;
border-radius: 4px;
}
.brick {
position: absolute;
width: 32px;
height: 32px;
background-color: #E08030;
border: 2px solid #B05820;
border-radius: 2px;
}
.question-block {
position: absolute;
width: 32px;
height: 32px;
background-color: #F8D030;
border: 2px solid #C0A020;
border-radius: 2px;
animation: bounce 0.5s infinite alternate;
}
@keyframes bounce {
from { transform: translateY(0); }
to { transform: translateY(-2px); }
}
.coin {
position: absolute;
width: 16px;
height: 16px;
background-color: #F8D030;
border-radius: 50%;
border: 2px solid #E0B020;
animation: spin 0.5s infinite linear;
}
@keyframes spin {
from { transform: rotate(0deg); }
to { transform: rotate(360deg); }
}
#mario {
position: absolute;
width: 32px;
height: 48px;
background-color: #E04018;
border-radius: 8px;
left: 100px;
bottom: 32px;
z-index: 10;
transition: transform 0.1s;
}
#mario::before {
content: '';
position: absolute;
top: -10px;
left: 2px;
width: 28px;
height: 20px;
background-color: #E04018;
border-radius: 50% 50% 0 0;
}
#mario::after {
content: 'M';
position: absolute;
top: -5px;
left: 12px;
color: white;
font-weight: bold;
}
.goomba {
position: absolute;
width: 32px;
height: 32px;
background-color: #B06820;
border-radius: 50% 50% 0 0;
bottom: 32px;
}
.goomba::before {
content: '';
position: absolute;
width: 20px;
height: 8px;
background-color: #804010;
top: -4px;
left: 6px;
border-radius: 50%;
}
.goomba::after {
content: '';
position: absolute;
width: 6px;
height: 6px;
background-color: #000;
top: 8px;
left: 8px;
border-radius: 50%;
}
.pipe {
position: absolute;
width: 64px;
background-color: #20A020;
border: 2px solid #108010;
border-top: none;
}
.pipe-top {
width: 64px;
height: 16px;
background-color: #30B030;
border: 2px solid #108010;
border-radius: 4px 4px 0 0;
}
.flagpole {
position: absolute;
width: 4px;
height: 200px;
background-color: #808080;
z-index: 5;
}
.flag {
position: absolute;
width: 30px;
height: 20px;
background-color: #E04018;
clip-path: polygon(0 0, 100% 50%, 0 100%);
z-index: 5;
}
#score {
position: absolute;
top: 10px;
left: 10px;
color: white;
font-size: 16px;
text-shadow: 2px 2px 0 #000;
}
#lives {
position: absolute;
top: 30px;
left: 10px;
color: white;
font-size: 16px;
text-shadow: 2px 2px 0 #000;
}
#end-screen {
position: absolute;
top: 0;
left: 0;
width: 100%;
height: 100%;
background-color: rgba(0,0,0,0.8);
display: flex;
flex-direction: column;
justify-content: center;
align-items: center;
color: white;
font-size: 24px;
text-align: center;
z-index: 100;
display: none;
}
#restart-btn {
margin-top: 20px;
padding: 10px 20px;
background-color: #E04018;
border: none;
border-radius: 4px;
color: white;
font-size: 18px;
cursor: pointer;
}
#restart-btn:hover {
background-color: #F05020;
}
#instructions {
position: absolute;
bottom: 10px;
left: 50%;
transform: translateX(-50%);
color: white;
text-align: center;
font-size: 14px;
text-shadow: 1px 1px 0 #000;
}
</style>
</head>
<body>
<div id="game">
<div id="ground"></div>
<div id="mario"></div>
<div id="score">Score: 0</div>
<div id="lives">Lives: 3</div>
<div id="end-screen">
<h2>Level Complete!</h2>
<p id="final-score">Your Score: 0</p>
<button id="restart-btn">Play Again</button>
</div>
<div id="instructions">
Arrow keys to move | Space to jump
</div>
</div>
<script>
document.addEventListener('DOMContentLoaded', function() {
const game = document.getElementById('game');
const mario = document.getElementById('mario');
const scoreDisplay = document.getElementById('score');
const livesDisplay = document.getElementById('lives');
const endScreen = document.getElementById('end-screen');
const finalScore = document.getElementById('final-score');
const restartBtn = document.getElementById('restart-btn');
let score = 0;
let lives = 3;
let marioX = 100;
let marioY = 400 - 32 - 48; // Bottom - ground - mario height
let velocityY = 0;
let isJumping = false;
let gameWidth = 800;
let gameHeight = 400;
let groundHeight = 32;
let cameraX = 0;
let gameRunning = true;
// Game elements
const platforms = [];
const bricks = [];
const questionBlocks = [];
const coins = [];
const goombas = [];
const pipes = [];
// Create level elements
function createLevel() {
// Platforms
createPlatform(300, 300, 100, 16);
createPlatform(500, 250, 100, 16);
createPlatform(700, 200, 100, 16);
createPlatform(900, 150, 100, 16);
createPlatform(1100, 200, 100, 16);
createPlatform(1300, 250, 100, 16);
// Bricks
createBrick(350, 268);
createBrick(550, 218);
createBrick(750, 168);
createBrick(950, 118);
createBrick(1150, 168);
createBrick(1350, 218);
// Question blocks
createQuestionBlock(400, 268);
createQuestionBlock(600, 218);
createQuestionBlock(800, 168);
createQuestionBlock(1000, 118);
createQuestionBlock(1200, 168);
// Coins
createCoin(200, 300);
createCoin(220, 300);
createCoin(240, 300);
createCoin(450, 200);
createCoin(850, 150);
createCoin(1250, 200);
// Goombas
createGoomba(400);
createGoomba(800);
createGoomba(1200);
// Pipes
createPipe(600, 400 - groundHeight, 64, 80);
createPipe(1000, 400 - groundHeight, 64, 60);
// Flagpole at the end
createFlagpole(1500, 100);
}
function createPlatform(x, y, width, height) {
const platform = document.createElement('div');
platform.className = 'platform';
platform.style.left = x + 'px';
platform.style.top = y + 'px';
platform.style.width = width + 'px';
platform.style.height = height + 'px';
game.appendChild(platform);
platforms.push({x, y, width, height, element: platform});
}
function createBrick(x, y) {
const brick = document.createElement('div');
brick.className = 'brick';
brick.style.left = x + 'px';
brick.style.top = y + 'px';
game.appendChild(brick);
bricks.push({x, y, element: brick});
}
function createQuestionBlock(x, y) {
const block = document.createElement('div');
block.className = 'question-block';
block.style.left = x + 'px';
block.style.top = y + 'px';
game.appendChild(block);
questionBlocks.push({x, y, element: block, hit: false});
}
function createCoin(x, y) {
const coin = document.createElement('div');
coin.className = 'coin';
coin.style.left = x + 'px';
coin.style.top = y + 'px';
game.appendChild(coin);
coins.push({x, y, element: coin, collected: false});
}
function createGoomba(x) {
const goomba = document.createElement('div');
goomba.className = 'goomba';
goomba.style.left = x + 'px';
game.appendChild(goomba);
goombas.push({x, y: 400 - groundHeight - 32, element: goomba, direction: 1, speed: 1});
}
function createPipe(x, y, width, height) {
const pipeTop = document.createElement('div');
pipeTop.className = 'pipe-top';
pipeTop.style.left = x + 'px';
pipeTop.style.top = y + 'px';
game.appendChild(pipeTop);
const pipe = document.createElement('div');
pipe.className = 'pipe';
pipe.style.left = x + 'px';
pipe.style.top = y + 16 + 'px';
pipe.style.height = height - 16 + 'px';
game.appendChild(pipe);
pipes.push({x, y, width, height, element: pipe, top: pipeTop});
}
function createFlagpole(x, height) {
const flagpole = document.createElement('div');
flagpole.className = 'flagpole';
flagpole.style.left = x + 'px';
flagpole.style.top = (400 - height) + 'px';
flagpole.style.height = height + 'px';
game.appendChild(flagpole);
const flag = document.createElement('div');
flag.className = 'flag';
flag.style.left = (x + 4) + 'px';
flag.style.top = (400 - height + 20) + 'px';
game.appendChild(flag);
}
// Game controls
const keys = {
left: false,
right: false,
up: false
};
document.addEventListener('keydown', function(e) {
if (!gameRunning) return;
switch(e.key) {
case 'ArrowLeft':
keys.left = true;
break;
case 'ArrowRight':
keys.right = true;
break;
case 'ArrowUp':
case ' ':
keys.up = true;
if (!isJumping) {
velocityY = -12;
isJumping = true;
}
break;
}
});
document.addEventListener('keyup', function(e) {
switch(e.key) {
case 'ArrowLeft':
keys.left = false;
break;
case 'ArrowRight':
keys.right = false;
break;
case 'ArrowUp':
case ' ':
keys.up = false;
break;
}
});
restartBtn.addEventListener('click', function() {
resetGame();
endScreen.style.display = 'none';
gameRunning = true;
});
function resetGame() {
score = 0;
lives = 3;
marioX = 100;
marioY = 400 - groundHeight - 48;
velocityY = 0;
isJumping = false;
cameraX = 0;
scoreDisplay.textContent = 'Score: 0';
livesDisplay.textContent = 'Lives: 3';
// Clear all elements
platforms.forEach(p => p.element.remove());
bricks.forEach(b => b.element.remove());
questionBlocks.forEach(q => {
q.hit = false;
q.element.style.display = 'block';
});
coins.forEach(c => {
c.collected = false;
c.element.style.display = 'block';
});
goombas.forEach(g => g.element.remove());
pipes.forEach(p => {
p.element.remove();
p.top.remove();
});
// Clear arrays
platforms.length = 0;
bricks.length = 0;
questionBlocks.length = 0;
coins.length = 0;
goombas.length = 0;
pipes.length = 0;
// Recreate level
createLevel();
}
// Collision detection
function checkCollision(obj1, obj2) {
return obj1.x < obj2.x + obj2.width &&
obj1.x + 32 > obj2.x &&
obj1.y < obj2.y + obj2.height &&
obj1.y + 48 > obj2.y;
}
function checkPlatformCollision() {
for (const platform of platforms) {
if (marioX + 32 > platform.x &&
marioX < platform.x + platform.width &&
marioY + 48 >= platform.y &&
marioY + 48 <= platform.y + 10) {
marioY = platform.y - 48;
velocityY = 0;
isJumping = false;
return true;
}
}
return false;
}
function checkBrickCollision() {
for (const brick of bricks) {
if (checkCollision({x: marioX, y: marioY, width: 32, height: 48},
{x: brick.x, y: brick.y, width: 32, height: 32})) {
if (marioY + 48 <= brick.y + 10 && velocityY > 0) {
// Hit from below
marioY = brick.y - 48;
velocityY = 0;
isJumping = false;
addScore(50);
return true;
}
}
}
return false;
}
function checkQuestionBlockCollision() {
for (const block of questionBlocks) {
if (!block.hit && checkCollision({x: marioX, y: marioY, width: 32, height: 48},
{x: block.x, y: block.y, width: 32, height: 32})) {
if (marioY + 48 <= block.y + 10 && velocityY > 0) {
// Hit from below
block.hit = true;
block.element.style.animation = 'none';
block.element.style.backgroundColor = '#E08030';
velocityY = -5; // Small bounce
addScore(100);
// Spawn a coin above the block
createCoin(block.x, block.y - 32);
return true;
}
}
}
return false;
}
function checkCoinCollision() {
for (const coin of coins) {
if (!coin.collected &&
marioX + 32 > coin.x &&
marioX < coin.x + 16 &&
marioY + 48 > coin.y &&
marioY < coin.y + 16) {
coin.collected = true;
coin.element.style.display = 'none';
addScore(200);
return true;
}
}
return false;
}
function checkGoombaCollision() {
for (let i = 0; i < goombas.length; i++) {
const goomba = goombas[i];
if (checkCollision({x: marioX, y: marioY, width: 32, height: 48},Gemini 3.1 Pro Preview
Vote
9 / 26
Linear App Cloneweb design
Tests an AI's ability to replicate an existing UI with Tailwind CSS
DeepSeek V3 (March 2024)
No content available for this output.
Gemini 3.1 Pro Preview
No content available for this output.
Vote
10 / 26
Framer-Style Animationweb design
Tests an AI's ability to create smooth web animations
DeepSeek V3 (March 2024)
No content available for this output.
Gemini 3.1 Pro Preview
Vote
11 / 26
Dark Mode Dashboardweb design
Tests an AI's UI design skills with theming support
DeepSeek V3 (March 2024)
No content available for this output.
Gemini 3.1 Pro Preview
No content available for this output.
Vote
12 / 26
Interactive Catan Boardweb design
Tests an AI's ability to create interactive web elements
DeepSeek V3 (March 2024)
No content available for this output.
Gemini 3.1 Pro Preview
No content available for this output.
Vote
12 of 26