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ChatGPT 5.2 Codex vs Gemini 3: AI Coding Assistants Compared

ChatGPT 5.2 Codex and Gemini 3 are both used by professional developers as daily coding companions, but they reflect two very different philosophies about what an AI coding assistant should optimize for when integrated into real software projects that evolve over time. One model is built explicitly around software engineering discipline, correctness, and incremental change safety. The other treats code as one reasoning domain among many, emphasizing breadth, synthesis, and th

Grok 4.1 Fast vs Claude Sonnet 4.5: Lightweight AI Models for Professional Tasks

Grok 4.1 Fast and Claude Sonnet 4.5 sit in a category that matters more in practice than flagship comparisons, because these are the models professionals actually use every day for drafting, summarizing, light coding, internal research, and workflow automation under real time and cost constraints. They are designed to be fast enough to feel responsive , cheap enough to scale , and reliable enough to avoid reputational risk , but they achieve these goals through very different

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