Compare GPT-5.1 by OpenAI against Nova Premier 1.0 by Amazon, context windows of 400K vs 1.0M, tested across 50 shared challenges. Updated April 2026.
GPT-5.1 and Nova Premier 1.0 are both competitive models. GPT-5.1 costs $1.25/M input tokens vs $2.5/M for Nova Premier 1.0. Context windows: 400K vs 1000K tokens. Compare their real outputs side by side below.
GPT-5.1 is made by openai while Nova Premier 1.0 is from amazon. GPT-5.1 has a 400K token context window compared to Nova Premier 1.0's 1000K. On pricing, GPT-5.1 costs $1.25/M input tokens vs $2.5/M for Nova Premier 1.0.
No community votes yet. On paper, GPT-5.1 has the edge — bigger model tier, major provider backing.
Nova Premier 1.0 uses 7.7x 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-5.1 by OpenAI against Nova Premier 1.0 by Amazon, context windows of 400K vs 1.0M, tested across 50 shared challenges. Updated April 2026.
GPT-5.1 and Nova Premier 1.0 are both competitive models. GPT-5.1 costs $1.25/M input tokens vs $2.5/M for Nova Premier 1.0. Context windows: 400K vs 1000K tokens. Compare their real outputs side by side below.
GPT-5.1 is made by openai while Nova Premier 1.0 is from amazon. GPT-5.1 has a 400K token context window compared to Nova Premier 1.0's 1000K. On pricing, GPT-5.1 costs $1.25/M input tokens vs $2.5/M for Nova Premier 1.0.
No community votes yet. On paper, GPT-5.1 has the edge — bigger model tier, major provider backing.
Nova Premier 1.0 uses 7.7x 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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33+ more head-to-head results. Free. Not a trick.
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45 fights queued
33+ 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