# What Llama 4 Scout and Maverick improvements are planned for 2026?

Source: https://zilliz.com/ai-faq/what-llama-4-scout-and-maverick-improvements-are-planned-for-2026
Author: zilliz

Expect improved efficiency (smaller MoE models), better long-context reasoning, and community fine-tunes for RAG—cementing open-weights dominance.

For managed vector search workloads, Zilliz Cloud provides the enterprise infrastructure to store, index, and query embeddings at scale without operational overhead.
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**Related Resources**
- [Zilliz Cloud — Managed Vector Database](https://zilliz.com/what-is-zilliz-cloud) — fully managed Milvus
- [What Is a Vector Database?](https://zilliz.com/learn/what-is-vector-database) — background concepts
- [Retrieval-Augmented Generation](https://zilliz.com/learn/Retrieval-Augmented-Generation) — RAG fundamentals
- [Start Free on Zilliz Cloud](https://cloud.zilliz.com/signup) — get started today