#Context Windows

2 articles tagged with Context Windows

Context Window Wars: Do You Actually Need a Massive Context Model?

2M-10M token context windows vs retrieval accuracy. Why 'Needle in a Haystack' decay, prefill latency penalties, and financial token costs make RAG + prompt caching the smarter 2026 choice.

8/1/202623 min read

Token Budget Management: Strategies for Handling the 2M Window

Control prompt inflation and API costs. Learn design patterns and sliding-window strategies for managing Gemini's 2-million token context window.

7/13/202612 min read