# Cognee vs Marqo — Fit & Features

Canonical: https://trutool.co/compare/cognee-vs-marqo
Author: Snehil (https://trutool.co/authors/snehil)

Compare Cognee and Marqo by use case, features, limitations, and evaluation questions.

## Compare fit, features, and limitations

### Cognee
Prepare connected knowledge and memory for AI applications.
Best fit: Developers building grounded assistants with persistent context and retrieval.
- Knowledge graphs
- Agent memory
- Data ingestion
Before you choose: Test retrieval quality, deletion behavior, access boundaries, and retention. Compare hosting and embedding costs for your data.
Pricing: https://www.cognee.ai/pricing
- [Read Cognee profile](https://trutool.co/tools/cognee): Read Cognee profile

### Marqo
Build multimodal search using text and image embeddings.
Best fit: Developers building grounded assistants with persistent context and retrieval.
- Multimodal search
- Embedding generation
- Vector retrieval
Before you choose: Test retrieval quality, deletion behavior, access boundaries, and retention. Compare hosting and embedding costs for your data.
Pricing: https://www.marqo.ai
- [Read Marqo profile](https://trutool.co/tools/marqo): Read Marqo profile