Compare Gemini 3.1 Pro Preview by Google AI against GPT-5.4 Nano by OpenAI, context windows of 1.0M vs 400K, tested across 53 shared challenges. Updated April 2026.
Gemini 3.1 Pro Preview and GPT-5.4 Nano are both competitive models. Gemini 3.1 Pro Preview costs $2/M input tokens vs $0.2/M for GPT-5.4 Nano. Context windows: 1049K vs 400K tokens. Compare their real outputs side by side below.
Gemini 3.1 Pro Preview is made by google while GPT-5.4 Nano is from openai. Gemini 3.1 Pro Preview has a 1049K token context window compared to GPT-5.4 Nano's 400K. On pricing, Gemini 3.1 Pro Preview costs $2/M input tokens vs $0.2/M for GPT-5.4 Nano.
No community votes yet. On paper, Gemini 3.1 Pro Preview has the edge — bigger model tier, bigger context window.
GPT-5.4 Nano is 9.6x cheaper per token — worth considering if cost matters.
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 Gemini 3.1 Pro Preview by Google AI against GPT-5.4 Nano by OpenAI, context windows of 1.0M vs 400K, tested across 53 shared challenges. Updated April 2026.
Gemini 3.1 Pro Preview and GPT-5.4 Nano are both competitive models. Gemini 3.1 Pro Preview costs $2/M input tokens vs $0.2/M for GPT-5.4 Nano. Context windows: 1049K vs 400K tokens. Compare their real outputs side by side below.
Gemini 3.1 Pro Preview is made by google while GPT-5.4 Nano is from openai. Gemini 3.1 Pro Preview has a 1049K token context window compared to GPT-5.4 Nano's 400K. On pricing, Gemini 3.1 Pro Preview costs $2/M input tokens vs $0.2/M for GPT-5.4 Nano.
No community votes yet. On paper, Gemini 3.1 Pro Preview has the edge — bigger model tier, bigger context window.
GPT-5.4 Nano is 9.6x cheaper per token — worth considering if cost matters.
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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48 fights queued
36+ 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