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GPT-5.4 Has a 256K Context Window
OpenAI's GPT-5.4 supports a massive 256K token context window, allowing you to feed entire codebases, books, or lengthy research papers into a single prompt. This makes it ideal for tasks that require long-range comprehension.
Gemini 3.1 Pro Supports 2 Million Token Context
Google's Gemini 3.1 Pro pushes context limits further with a 2 million token window - roughly 1.5 million words. This allows analysis of entire software repositories, legal document sets, or multi-book corpora in one call.
Llama 4 Scout Has a 10M Token Context Window
Meta's Llama 4 Scout model supports a record-breaking 10 million token context window. While this is impressive for research use cases, production inference at this context depth requires significant GPU memory and specialized hardware.
Start With Smaller Context Windows
Test models with smaller context windows first to save on API costs during development.
Shorter Context Aids Summarization
For summarization tasks, shorter context windows help LLMs focus on key points.
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