Compare GPT-5.4 Pro by OpenAI against Nova Premier 1.0 by Amazon, context windows of 1.1M vs 1.0M, tested across 17 shared challenges. Updated April 2026.
GPT-5.4 Pro and Nova Premier 1.0 are both competitive models. GPT-5.4 Pro costs $30/M input tokens vs $2.5/M for Nova Premier 1.0. Context windows: 1050K vs 1000K tokens. Compare their real outputs side by side below.
GPT-5.4 Pro is made by openai while Nova Premier 1.0 is from amazon. GPT-5.4 Pro has a 1050K token context window compared to Nova Premier 1.0's 1000K. On pricing, GPT-5.4 Pro costs $30/M input tokens vs $2.5/M for Nova Premier 1.0.
No community votes yet. On paper, GPT-5.4 Pro has the edge — bigger model tier, newer, major provider backing.
Nova Premier 1.0 is 14x cheaper per token — worth considering if cost matters.
Nova Premier 1.0 uses 21.2x 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 by OpenAI against Nova Premier 1.0 by Amazon, context windows of 1.1M vs 1.0M, tested across 17 shared challenges. Updated April 2026.
GPT-5.4 Pro and Nova Premier 1.0 are both competitive models. GPT-5.4 Pro costs $30/M input tokens vs $2.5/M for Nova Premier 1.0. Context windows: 1050K vs 1000K tokens. Compare their real outputs side by side below.
GPT-5.4 Pro is made by openai while Nova Premier 1.0 is from amazon. GPT-5.4 Pro has a 1050K token context window compared to Nova Premier 1.0's 1000K. On pricing, GPT-5.4 Pro costs $30/M input tokens vs $2.5/M for Nova Premier 1.0.
No community votes yet. On paper, GPT-5.4 Pro has the edge — bigger model tier, newer, major provider backing.
Nova Premier 1.0 is 14x cheaper per token — worth considering if cost matters.
Nova Premier 1.0 uses 21.2x 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.

12 fights queued
12 fights queued