Data as of Sep 9, 2026 · Based on 3,265,539 AI responses across 10,525 prompts · See how Parse measures this
Zilliz Cloud offers a fully managed Vector Lakebase platform (built on Milvus) that unifies real-time vector search, lake-scale discovery, and AI data operations on a single source of truth for AI applications. It is designed for reliability and scale, capable of 100B+ entities and 10K+ QPS with consistent latency, using S3-based storage with hot caching and on-demand compute to cut costs by up to 90%. The platform enables full-spectrum search across vectors, text, JSON, and geospatial with hybrid retrieval and reranking, backed by lake-native storage built on Vortex for fast, cost-efficient access, and is developed by the creators of Milvus.
Market map · 5 of 100 labelled
Developer Backend & Vector Search Services →56%positive
Where Zilliz ranks in AI
open-sourcebestlarge-scalebillion-scaleexcellententerprise-gradehigh performancehigh-performance
Excerpts where Zilliz appeared in the AI's answer

Zilliz Cloud (Managed Milvus): Offers enterprise-scale vector search, using partition keys to manage tenant isolation for very large-scale deployments.
Excerpts where Zilliz appeared in the AI's answer

Zilliz Cloud (Managed Milvus): The undisputed heavyweight for massive, billion-scale vector workloads.

Zilliz Cloud (Managed Milvus) & Weaviate Cloud : Best for massive scale