Compare GPT-5.4 Pro and o1, both from OpenAI, context windows of 1.1M vs 128K, tested across 18 shared challenges. Updated April 2026.
GPT-5.4 Pro and o1 are both competitive models. GPT-5.4 Pro costs $30/M input tokens vs $15/M for o1. Context windows: 1050K vs 128K tokens. Compare their real outputs side by side below.
GPT-5.4 Pro is made by openai while o1 is from openai. GPT-5.4 Pro has a 1050K token context window compared to o1's 128K. On pricing, GPT-5.4 Pro costs $30/M input tokens vs $15/M for o1.
No community votes yet. On paper, GPT-5.4 Pro has the edge — bigger model tier, newer, bigger context window.
o1 is 3.0x cheaper per token — worth considering if cost matters.
o1 uses 39.7x more transitions
Ask them anything yourself
Some models write identically. You are paying for the brand.
178 models fingerprinted across 32 writing dimensions. Free research.
185x
price gap between models that write identically
178
models
12
clone pairs
32
dimensions
279 AI models invented the same fake scientist.
We read every word. 250 models. 2.14 million words. This is what we found.

Compare GPT-5.4 Pro and o1, both from OpenAI, context windows of 1.1M vs 128K, tested across 18 shared challenges. Updated April 2026.
GPT-5.4 Pro and o1 are both competitive models. GPT-5.4 Pro costs $30/M input tokens vs $15/M for o1. Context windows: 1050K vs 128K tokens. Compare their real outputs side by side below.
GPT-5.4 Pro is made by openai while o1 is from openai. GPT-5.4 Pro has a 1050K token context window compared to o1's 128K. On pricing, GPT-5.4 Pro costs $30/M input tokens vs $15/M for o1.
No community votes yet. On paper, GPT-5.4 Pro has the edge — bigger model tier, newer, bigger context window.
o1 is 3.0x cheaper per token — worth considering if cost matters.
o1 uses 39.7x more transitions
Ask them anything yourself
Some models write identically. You are paying for the brand.
178 models fingerprinted across 32 writing dimensions. Free research.
185x
price gap between models that write identically
178
models
12
clone pairs
32
dimensions
279 AI models invented the same fake scientist.
We read every word. 250 models. 2.14 million words. This is what we found.

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13 fights queued
1+ more head-to-head results. Free. Not a trick.
Free account. No card required. By continuing, you agree to Rival's Terms and Privacy Policy