The Challenge: Can AI Keep Up with Coding Puzzles? 🤔
This isn’t about writing “Hello World!” 👋. We’re diving into the exciting world of AI coding abilities with a twist! We put over 20 different AI models to the test using a custom-built app. The mission? Solve a simple coding problem AND a challenging LeetCode problem designed to make even seasoned programmers sweat a little. 😓
Round 1: A Simple Warm-Up 💪
The first challenge involved analyzing a survey of 10,000 responses (numbers between 1 and 100) and finding the top 3 most frequent choices. Think you can handle it? The AI sure did!
🏆 Winners’ Circle:
- OpenAI Models (GPT-4, GPT-3.5) aced it! 💯
- Anthropic Models (except Claude-instant) showed their skills.
- Mistral Models (except OpenMistral-Nemo) surprised us.
- DeepSeek Coder, the underdog, pulled off an impressive win!
- Even some smaller models like FLAN-T5-XXL managed to solve it.
🤯 The Plot Twist:
While many models wrote decent code, some struggled with following specific instructions. It’s like asking someone to bake a cake and they forget to preheat the oven! 🤦♀️ This highlights a key point: Coding is more than just writing code, it’s about understanding and following precise steps.
Round 2: LeetCode – The Real Test 🔥
Next up, we threw a curveball – a hard LeetCode problem involving palindromes and divisibility (sounds fun, right?). This one separated the coding pros from the amateurs!
🏆 The Champions:
- OpenAI Models (except GPT-4 Turbo) took the crown again, demonstrating their dominance in complex problem-solving.
- DeepSeek Coder continued to impress with a speedy solution.
- OpenMistral-Nemo shocked us by holding its own against the big leagues.
⚡ Speed Demons:
Mistral Large clocked in the fastest runtime, proving that efficiency matters in the coding world.
The Takeaway: AI is Changing the Coding Game 🚀
This experiment shows us that AI is becoming incredibly capable of tackling real-world coding tasks. But remember, even the best models have room to grow when it comes to understanding nuances and following detailed instructions.
Tools and Resources to Level Up Your AI Coding Journey: 🧰
- LeetCode: https://leetcode.com/ – The ultimate platform to practice your coding skills and prepare for technical interviews.
- Scrimba – AI Engineer Course: https://scrimba.com/learn/aiengineer?ref=allabtai – Want to master the art of AI engineering? This course is your go-to resource.
- All About AI YouTube Channel: https://www.youtube.com/c/AllAboutAI/join – Stay ahead of the curve with insightful videos on the latest advancements in AI.
- All About AI Newsletter: https://aiswe.tech – Subscribe for your dose of AI news, trends, and breakthroughs.
- All About AI Website: https://aiswe.tech – Explore the fascinating world of AI and its impact on various industries.
- All About AI GitHub: https://github.com/AllAboutAI-YT/ – Dive into code repositories and collaborate with fellow AI enthusiasts.
The Future of Coding is Collaborative 🤝
As AI evolves, it won’t replace human programmers but rather become their trusty sidekick. Imagine a future where AI handles the repetitive tasks, freeing us up to focus on creativity, innovation, and solving even bigger challenges. The possibilities are endless! 🌟
