My site: https://natebjones.com
Full Story w/ Prompt Configurator: https://natesnewsletter.substack.com/p/the-gemini-3-vs-chatgpt-51-prompting?r=1z4sm5&utm_campaign=post&utm_medium=web&showWelcomeOnShare=true
My substack: https://natesnewsletter.substack.com/
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What’s the real story with prompting ChatGPT 5.1 vs Gemini 3?
The common story is that models matter most — but the reality is more complicated.
In this video, I share the inside scoop on using GPT-5.1 and Gemini 3 for different kinds of AI work:
• Why GPT-5.1 thrives on clean inputs and complex tasks
• How Gemini 3 “eats” messy multimodal context at scale
• What shifts when you align prompts to context vs task entropy
• Where each model wins for operators, builders, and teams
The takeaway: teams that match the model to the entropy of the work — not the hype cycle — get dramatically better results with LLMs.
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For deeper playbooks and analysis: https://natesnewsletter.substack.com/
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