Marqo vs Vespa
Marqo: End-to-end tensor search engine that embeds text and images for you, built on Vespa. Vespa: Big-data serving engine for search, recommendation and RAG with tensors and ML ranking.
key differences
- Marqo is primarily a vector database; Vespa is search engine.
- Vespa is built for larger datasets (Multi-PB) than Marqo (≤ 10 TB).
- Horizontal scaling is addon in Marqo and native in Vespa.
- Transactions: Marqo offers none ACID; Vespa offers limited.
- Only Vespa has geospatial, ttl / expiry, compression, online schema changes, streaming ingest.
choose marqo for
- +Multimodal product and image search
- +Prototyping semantic search without an embedding pipeline
- +E-commerce discovery
best at · Vector search, Search, RAG
choose vespa for
- +Large-scale hybrid search and RAG retrieval
- +Recommendation and personalization feeds
- +Ad serving and ranking
- +E-commerce search with learned ranking
best at · Search, Vector search, RAG
Marqo vs Vespa: FAQ
What is the difference between Marqo and Vespa?
Marqo: End-to-end tensor search engine that embeds text and images for you, built on Vespa. Vespa: Big-data serving engine for search, recommendation and RAG with tensors and ML ranking. Marqo is primarily a vector database; Vespa is search engine. Vespa is built for larger datasets (Multi-PB) than Marqo (≤ 10 TB). Horizontal scaling is addon in Marqo and native in Vespa.
When should I choose Marqo over Vespa?
Choose Marqo for multimodal product and image search; prototyping semantic search without an embedding pipeline; and E-commerce discovery. Choose Vespa for large-scale hybrid search and RAG retrieval; recommendation and personalization feeds; and ad serving and ranking.
Is Marqo or Vespa more popular?
Vespa ranks #127 on the WhichDB Score (23.8/100) and Marqo ranks #229 (14.5/100). Popularity is not fit: check the requirements that matter for your project.
Are Marqo and Vespa open source?
Yes. Marqo is open source. License: Apache License 2.0. Yes. Vespa is open source. License: Apache License 2.0.