Claude Opus 4.6 vs GPT-5.3 Chat
Compare Claude Opus 4.6 by Anthropic against GPT-5.3 Chat by OpenAI, context windows of 1.0M vs 128K, tested across 52 shared challenges. Updated March 2026.
Compare Claude Opus 4.6 by Anthropic against GPT-5.3 Chat by OpenAI, context windows of 1.0M vs 128K, tested across 52 shared challenges. Updated March 2026.
47 fights queued
Tests an AI's ability to make educated estimates based on technical knowledge
We can do a back‑of‑the‑envelope estimate using a common scaling rule for transformer training compute.
FLOPs per token ≈ 6 × N
Reasoning (rough):
= 6 × N × T
Plug in values:
6 × (1.75 × 10^11) × (3 × 10^11)
First multiply constants: 6 × 1.75 × 3 = 31.5
Then powers: 10^11 × 10^11 = 10^22
So:
Total ≈ 31.5 × 10^22
≈ 3.15 × 10^23 FLOPs
≈ 3 × 10^23 FLOPs
Final estimate: about 3 × 10^23 FLOPs to train GPT‑3.
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