Compare GPT-5.1 Codex Max by OpenAI against Nova Premier 1.0 by Amazon, in 2 community votes, gpt-5.1 codex max wins 100% of head-to-head duels, tested across 51 shared challenges. Updated April 2026.
GPT-5.1 Codex Max is the better choice overall, winning 100% of 2 blind community votes on Rival. Compare their real outputs side by side below.
GPT-5.1 Codex Max is made by openai while Nova Premier 1.0 is from amazon. In community voting, In 2 community votes, GPT-5.1 Codex Max wins 100% of head-to-head duels.
In 2 community votes, GPT-5.1 Codex Max wins 100% of head-to-head duels. Based on blind community voting from the Rival open dataset of 2+ human preference judgments for this pair.
Pick GPT-5.1 Codex Max. In 2 blind votes, GPT-5.1 Codex Max wins 100% of the time. That's not luck.
Nova Premier 1.0 uses 8.1x 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 Codex Max by OpenAI against Nova Premier 1.0 by Amazon, in 2 community votes, gpt-5.1 codex max wins 100% of head-to-head duels, tested across 51 shared challenges. Updated April 2026.
GPT-5.1 Codex Max is the better choice overall, winning 100% of 2 blind community votes on Rival. Compare their real outputs side by side below.
GPT-5.1 Codex Max is made by openai while Nova Premier 1.0 is from amazon. In community voting, In 2 community votes, GPT-5.1 Codex Max wins 100% of head-to-head duels.
In 2 community votes, GPT-5.1 Codex Max wins 100% of head-to-head duels. Based on blind community voting from the Rival open dataset of 2+ human preference judgments for this pair.
Pick GPT-5.1 Codex Max. In 2 blind votes, GPT-5.1 Codex Max wins 100% of the time. That's not luck.
Nova Premier 1.0 uses 8.1x 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.

46 fights queued
34+ 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
46 fights queued
34+ 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