DeepSeek V3.1 vs DeepSeek Prover V2
Compare DeepSeek V3.1 and DeepSeek Prover V2, both from DeepSeek, context windows of 164K vs 164K, tested across 6 shared challenges. Updated February 2026.
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DeepSeek V3.1vsDeepSeek Prover V2
6 challenges
Why DeepSeek V3.1?
4 months newerAug 2025
Why DeepSeek Prover V2?
No standout advantages
Favorites
DeepSeek V3.1DeepSeek Prover V2
6 / 6
Xbox Controller SVG Artimage generation
Tests an AI's ability to create detailed SVG illustrations of gaming hardware
DeepSeek Prover V2
Vote
2 / 6
Generate a Stand-Up Routineconversation
Tests an AI's humor and creative writing ability
DeepSeek V3.1
(The Comedian walks out, grabs the mic. They look tired but amused.)
Alright, how we doin'? Good, good. You all look… adequately hydrated. That’s a win.
You know, I was at the grocery store yesterday, in the self-checkout line. Which is a modern form of torture. It’s you, a machine that hates you, and a piece of lettuce that won’t scan.
The machine’s just screaming at me. “UNEXPECTED ITEM IN BAGGING AREA!”
Calm down, it’s a banana. It’s not unexpected. We’re in a grocery store. The presence of produce should be the most expected thing in this entire building.
The machine’s like a suspicious border agent. “What is the purpose of this avocado?” “I… I plan to mash it, sir. With some lime juice.” “And how long do you intend to stay in the country?” “Just until Thursday, I have chips at home.”
And there’s always that one employee standing over by the regular registers, just watching you struggle. They don’t help. They’re the guardian of the paid workforce. Their only job is to make eye contact with you while you’re frantically searching the screen for the button that says “My cilantro is organic, you monster!”
We’ve outsourced all the jobs… to ourselves. I’m scanning, I’m bagging, I’m paying. I’m even providing my own emotional support. I’m my own cashier. And I’m a terrible employee. I show up late, I have a bad attitude, and I definitely give myself a friends-and-family discount on these granola bars.
And it’s not just the store. My phone is now my travel agent, my map, my camera, my restaurant… My phone is basically my mom. It tells me where to go, what to do, and it’s always watching me. The only thing it doesn’t do is ask when I’m going to give it grandchildren. Though, with all the photos of my friend’s babies I ‘like’, its algorithm is probably very concerned.
We’re living in the future and it’s… oddly passive aggressive. My smart speaker got sassy with me the other day. I asked for the weather. It said, “Currently 42 degrees and cloudy. And just a reminder, you were also supposed to buy light bulbs today. You’re failing at basic sustenance.”
I live alone, so now I get bullied by my own appliances. My fridge sent me an email. Subject line: “We need to talk about the cheese.” It’s a concerning subject line to get from anyone, but especially from a large appliance that knows where you sleep.
I think we all need to just… slow down. Disconnect. Get back to nature. I tried that last weekend. I went for a hike. It was awful. So quiet. No notifications. Just me, the trees, and the crushing anxiety of my own thoughts. After ten minutes I was like, “Alright, where’s the ‘like’ button on this squirrel?” I need validation for existing, nature doesn’t provide that.
I ended up just sitting on a log and accidentally making eye contact with a deer for like, a full minute. It was a whole thing. No words were exchanged, but we understood each other. We were both just… tired. He’s probably out there right now, trying to scan his own acorns at a tree that keeps yelling “UNEXPECTED ITEM IN BAGGING AREA!”
We’re not so different, me and that deer. We’re all just trying to get through the day without a machine yelling at us.
Thank you, you’ve been great! My name is [Your Name], don’t forget to tip your server, not your smart speaker!
(Exits.)
DeepSeek Prover V2
3-Minute Stand-Up Comedy Routine
Opening: Hey everyone! How's it going? You know, I've been thinking a lot about relationships lately. Not because I'm in one, but because I'm not. And that's the problem. I'm single, and I'm starting to think that my dating profile is the reason why.
Dating Profile: I mean, have you ever tried to write a dating profile? It's like trying to sell a used car that's been in three accidents and has a weird smell. "Runs great! Just needs a little love." And the photos? I have to choose between looking like a serial killer or a guy who's trying too hard. "Here's me hiking! I don't actually hike, but I thought it would make me look adventurous."
First Dates: First dates are the worst. You're trying to be charming, but you're also trying not to be a creep. It's a fine line. Like, "Hey, you look nice tonight." That's fine. But if you say, "Hey, you look nice tonight... in that dress... that you're wearing... that I can see you in," suddenly you're on a watchlist.
Texting: And then there's texting. Why is it so hard to text someone you like? You spend 20 minutes crafting the perfect message, and then they reply with "K." "K"? What does that even mean? Are you mad? Are you busy? Are you a robot? Because if you are, I'm into it. At least robots respond.
Social Media: Social media doesn't help either. You see all these couples posting about their perfect lives. "Look at us on this beach! We're so in love!" Meanwhile, I'm at home eating cereal for dinner and watching Netflix. But you know what? I'm happy for them. Really. I'm just over here living my best life, one episode at a time.
Family Pressure: And then there's the family pressure. My mom is always asking, "When are you going to settle down?" Mom, I'm trying. But it's hard out here. It's like the Hunger Games, but instead of fighting to the death, we're swiping left and right. And sometimes, it feels like death would be easier.
Self-Improvement: I've tried self-improvement. I read a book on how to be more confident. It said, "Fake it till you make it." So, I walked into a bar and pretended to be James Bond. I ordered a martini, shaken, not stirred. The bartender said, "We don't serve martinis here." I said, "Well, this is awkward." He said, "No, this is a coffee shop."
Conclusion: But you know what? I'm not giving up. I'm going to keep trying. Because one day, I'll find someone who loves me for who I am. Someone who appreciates my weird sense of humor and my love for cereal. And until then, I'll be here, swiping right on robots and hoping for the best. Thanks, everyone!
Closing: Thanks for listening, you've been a great audience! Remember, if you're single, it's not you, it's them. And if you're in a relationship, well, good for you. I guess. No, I'm kidding. Love is great. I'm just bitter. Have a good night!
Vote
3 / 6
Pokémon Battle UI Recreationweb design
Recreate an interactive, nostalgic Pokémon battle UI in a single HTML file.
DeepSeek V3.1
DeepSeek Prover V2
Vote
4 / 6
Interactive Catan Boardweb design
Tests an AI's ability to create interactive web elements
DeepSeek V3.1
DeepSeek Prover V2
Vote
5 / 6
World Map SVGimage generation
Tests an AI's ability to create a detailed world map in SVG format
DeepSeek V3.1
DeepSeek Prover V2
Vote
6 / 6
Random Tailwind Webappweb design
Generate a single-page, self-contained HTML webapp using Tailwind CSS for a randomly chosen category/industry/niche.
DeepSeek V3.1
DeepSeek Prover V2
Vote
6 of 6