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GPT 5.4 Marks a Major Advancement for Codex

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GPT 5.4 is a big step for Codex

In this review of GPT 5.4, the author reflects on its performance metrics relevant to agents, emphasizing traditional benchmarks that often oversimplify model evaluation. While GPT 5.4 appears incremental on paper, it excels in key areas: correctness, ease of use, speed, and cost. The model’s new features enhance usability, addressing previous frustrations related to task execution and git operations. Compared to Claude, which offers a more personable interaction, GPT 5.4 is noted for its precision and effective context management, though both models share issues with task retention. The review highlights the transformative potential of GPT 5.4 in agent coordination, particularly in software applications. Despite its complexities, GPT 5.4 balances better efficiency and performance, making it appealing to seasoned users. Overall, the author anticipates further advancements in both OpenAI and Claude, recognizing that choosing the right model depends on specific task requirements and user preferences.

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