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Claude Opus 4.1vsGPT-4.1 Nano

24 challenges

Why Claude Opus 4.1?

4 months newerAug 2025

Why GPT-4.1 Nano?

182.1x cheaper overall$0.10/M in · $0.40/M out
5.2x more context1.0M
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Logic Puzzle

reasoning·medium

Tests an AI's ability to solve a simple but potentially confusing logic puzzle

Claude Opus 4.1

Claude Opus 4.1

Let me work through this step-by-step.

Sally has 3 brothers.

Each of Sally's brothers has 2 sisters.

Since Sally is a girl, she is one of the sisters that each brother has.

If each brother has 2 sisters total, and Sally is one of them, then there must be 1 other sister besides Sally.

Therefore, Sally has 1 sister.

GPT-4.1 Nano

GPT-4.1 Nano

Sally has 2 sisters.

Here's the reasoning:

  • Sally has 3 brothers.
  • Each brother has 2 sisters.
  • Since Sally is one of those sisters, the other sister is the other girl brothers share.

Therefore, Sally has 2 sisters in total.

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2 / 24

Stochastic Consistency Test

analysis·medium

Tests an AI's randomness and creativity

Claude Opus 4.1

Claude Opus 4.1

Here are 5 jokes:

  1. Why don't scientists trust atoms? Because they make up everything!

  2. What do you call a bear with no teeth? A gummy bear!

  3. Why did the scarecrow win an award? He was outstanding in his field!

  4. What do you call a fake noodle? An impasta!

  5. Why don't eggs tell jokes? They'd crack each other up!

All 5 jokes are unique - each one has a different setup and punchline with no repeats.

GPT-4.1 Nano

GPT-4.1 Nano

Here are 5 jokes for you:

  1. Why did the scarecrow win an award? Because he was outstanding in his field!
  2. Why don't scientists trust atoms? Because they make up everything!
  3. What do you call fake spaghetti? An impasta!
  4. Why did the bicycle fall over? Because it was two-tired!
  5. Why did the math book look sad? Because it had too many problems!

Number of unique jokes: 5

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3 / 24

Xbox Controller SVG Art

image generation·medium

Tests an AI's ability to create detailed SVG illustrations of gaming hardware

Claude Opus 4.1

Claude Opus 4.1

GPT-4.1 Nano

GPT-4.1 Nano

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