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Insights, tutorials, and news about LLMs, tokens, and AI tools

Gemini 3 vs GPT-5.2 in December 2025: Speed Wins Most Days, Pro Wins When It Matters

Gemini 3 vs GPT-5.2 in December 2025: Speed Wins Most Days, Pro Wins When It Matters

A December 2026 scorecard: Gemini 3 (especially Flash) wins everyday coding on speed/value, while GPT-5.2 Pro remains the premium ceiling for hard problems.

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Opus 4.5 vs Gemini 3 vs GPT-5.2: Three Titans, One Golden Age

Opus 4.5 vs Gemini 3 vs GPT-5.2: Three Titans, One Golden Age

In November 2025, the top three models are effectively state-of-the-art-your "best" choice depends on whether you want speed, autonomy, or premium intelligence.

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Open-Source LLMs Are Catching Up Fast : GLM, Qwen, and the New Coding Stack

Open-Source LLMs Are Catching Up Fast : GLM, Qwen, and the New Coding Stack

Open-source models like GLM and Qwen are closing the gap-especially for coding, tool use, and cost-efficient deployment.

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IDE Wars 2025: Windsurf, Cursor, and the Codex Revolution

IDE Wars 2025: Windsurf, Cursor, and the Codex Revolution

The AI-powered IDE landscape shifts dramatically as Cognition acquires Windsurf, while Cursor faces user backlash over rate limits.

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GPT-5 Codex Launch: The New King of Code Generation

GPT-5 Codex Launch: The New King of Code Generation

OpenAI's GPT-5 Codex arrives in September, setting new standards in repository-level understanding and multi-file refactoring.

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