Gemini 3.1 Ultra 2M Context Window: Developer Guide 2026

Google's Gemini 3.1 Ultra launched with a 2 million token context window — the largest ever shipped in a production API. Here is what it actually means for developers: the practical measurements, the five use cases that were impossible before, the cost math, and how to use context caching to keep your bills under control.

Continue reading the full article on WowHow →

Originally published at https://wowhow.cloud/blogs/gemini-3-1-ultra-2m-context-window-developer-guide-2026

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