# Heabsy vs Vespa — Fit & Features

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

Compare Heabsy and Vespa by use case, features, limitations, and evaluation questions.

## Compare fit, features, and limitations

### Heabsy
AI implementation partner for regulated companies: document assistants, RAG search, agents. Inference on own hardware in the EEA.
Best fit: People and teams evaluating ai memory & retrieval for a specific workflow.
- Document workflows
Before you choose: Test a representative task, inspect outputs, and confirm integrations, permissions, data handling, licensing, and current costs.
Pricing: https://heabsy.com/pricing
- [Read Heabsy profile](https://trutool.co/tools/heabsy): Read Heabsy profile

### Vespa
Build scalable search and recommendation applications with vector and keyword retrieval.
Best fit: Developers building grounded assistants with persistent context and retrieval.
- Hybrid search
- Ranking
- Vector retrieval
Before you choose: Test retrieval quality, deletion behavior, access boundaries, and retention. Compare hosting and embedding costs for your data.
Pricing: https://vespa.ai/pricing/
- [Read Vespa profile](https://trutool.co/tools/vespa): Read Vespa profile