AlloyDB AI vs Zilliz Cloud
AlloyDB AI
cloud.google.com
Zilliz Cloud
zilliz.comSide by side
| Figure | AlloyDB AI | Zilliz Cloud |
|---|---|---|
| Price from | — | Free |
| Free plan | — | Yes |
| Free trial | Yes | Yes |
| Open source | — | — |
| Web | Yes | Yes |
| Linux | Yes | — |
| API | Yes | Yes |
| Self-hosted | Yes | — |
| Plans published | 1 | 4 |
| Spec score · Ai Databases | 8.1 (#10) | 7.3 (#31) |
| Who it is for | The product is presented for developers building AI applications and agents grounded in structured and unstructured enterprise data. | The Standard plan is described as suited to prototypes and testing, while Enterprise is suited to production applications and Business Critical to healthcare, finance, and mission-critical systems. |
Plans
Zilliz Cloud
- Free clusterFree
- Business CriticalPriced on request
- DedicatedPriced on request
- ServerlessPriced on request
In their own words
AlloyDB AI
AlloyDB AI has no write-up on Specifiction yet; its figures are above.
Zilliz Cloud
Zilliz Cloud is a managed Milvus service for deploying and scaling vector search applications. It supports approximate nearest neighbor, filtered, hybrid, and full-text search. Teams can choose Free, Serverless, or Dedicated cluster deployments; Serverless clusters scale automatically to zero. During ingestion, the service can create vector embeddings from raw text using a configured embedding function.
Documented integrations include Prometheus, Datadog, AWS S3, Azure Blob Storage, Google Cloud Storage, and external model providers. Migration sources include Pinecone, Qdrant, Elasticsearch, and PostgreSQL. The service supports sparse vectors, metadata filtering, up to 32768 dimensions, and a range of index types, including FLAT, HNSW, DISKANN, and AUTOINDEX. SDKs are listed for Python, Java, Go, Node.js, and C++. The Free cluster costs nothing and includes 5 GB storage, 2.5M vCUs/month, and up to 5 collections. Dedicated and Serverless pricing is pay as you go; storage charges apply to stored data and backup files even when a cluster is stopped.