When choosing between Gemini 3.1 Pro and ChatGPT (GPT-5.4) for coding support,...

https://magic-wiki.win/index.php/Gemini_vs_ChatGPT_for_Analyzing_a_100K%2B_Line_Codebase_in_One_Pass

When choosing between Gemini 3.1 Pro and ChatGPT (GPT-5.4) for coding support, cost and token limits matter. Gemini 3.1 Pro offers up to 1 million tokens per month, helping teams handle larger codebases without constantly upgrading