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Explain quantum error correction and write a Python simulation...
Run
ClaudeClaude Opus 5.5Best Reasoning
1.4s · 1,240 tokens

<thinking> Quantum error correction relies on encoding logical qubits across physical ones to detect decoherence... </thinking> Here is a Qiskit implementation using the 7-qubit Steane code...

OpenAIGPT-6 AstraHard Sciences
0.9s · 980 tokens

Quantum error correction uses redundancy to protect quantum states. The surface code is most hardware-efficient. Below is a cirq implementation using stabilizer checks...

Avg latency: 1.15s
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2 of 4 models

> Write a recursive fibonacci in TypeScript with memoization

ClaudeFable 5.10.7s
const fib = (n: number, 
  memo = new Map<number, 
  number>()): number => {
  if (n <= 1) return n;
  if (memo.has(n)) 
    return memo.get(n)!;
  const result = fib(n-1, memo) 
    + fib(n-2, memo);
  memo.set(n, result);
  return result;
};
DeepSeekV4.1 Flash0.5s
function fibonacci(
  n: number, 
  cache: Record<number, number> 
  = {}
): number {
  if (n in cache) return cache[n];
  if (n < 2) return n;
  return cache[n] = 
    fibonacci(n-1, cache) + 
    fibonacci(n-2, cache);
}
Tokens: 320 vs 298•Latency: 0.7s vs 0.5s
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Claude
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