Vertex AI Vector Search comparisons
Vertex AI Vector Search is compared head-to-head with Elasticsearch, VikingDB and Actian VectorAI DB and more: 7 head-to-heads in Vector Databases, each with the specs and prices we checked.
Vertex AI Vector Search head-to-head
- Vertex AI Vector Search vs Elasticsearch
- Vertex AI Vector Search vs VikingDB
- Vertex AI Vector Search vs Actian VectorAI DB
- Vertex AI Vector Search vs Cloudflare Vectorize
- Vertex AI Vector Search vs Milvus
- Vertex AI Vector Search vs Qdrant
- Vertex AI Vector Search vs Zilliz Cloud
Vertex AI Vector Search vs each of them
| # | Tool | Free plan | Paid from | Deployment | Hybrid search | Metadata filtering | Sparse vectors | Maximum dimensions | Score |
|---|---|---|---|---|---|---|---|---|---|
| 2 | Vertex AI Vector Search | Cloud | Yes | Yes | Yes | 9.2 | |||
| 1 | Elasticsearch | Yes | Both | 9.3 | |||||
| 3 | VikingDB | Cloud | Yes | Yes | Yes | 4096 dimensions | 9.1 | ||
| 4 | Actian VectorAI DB | Yes | $417/mo | Both | Yes | Yes | 9.0 | ||
| 5 | Cloudflare Vectorize | Yes | $5/mo | Cloud | No | Yes | No | 1536 dimensions | 8.9 |
| 6 | Milvus | Yes | Free | Both | Yes | Yes | Yes | 8.8 | |
| 7 | Qdrant | Yes | Both | Yes | Yes | Yes | 65535 dimensions | 8.7 | |
| 8 | Zilliz Cloud | Yes | Cloud | Yes | Yes | Yes | 32768 dimensions | 8.6 |
Compare Vertex AI Vector Search with any vector database
These are the matchups our editors wrote up. The compare tool pairs Vertex AI Vector Search with any other product in Vector Databases — and up to four at once — from the same checked specs.
Compare Vertex AI Vector Search with any tool side by side →
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Our full Vertex AI Vector Search verdict, pricing and fact sheet →
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Compared by iTechGuides Editors · Editorial team · Updated Oct 2026
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