--- title: "orama vs paradedb" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/oramasearch-orama-vs-paradedb-paradedb" tools: ["oramasearch-orama", "paradedb-paradedb"] --- # orama vs paradedb *GraphCanon updated Jul 12, 2026* ## Verdict Pick orama when orama is primarily TypeScript; paradedb is Rust; pick paradedb when paradedb is primarily Rust; orama is TypeScript. [orama](https://docs.orama.com/docs/orama-js) reports 10k GitHub stars, 398 forks, and 17 open issues, last pushed Jul 3, 2026. [paradedb](https://paradedb.com) has 9.0k stars, 419 forks, and 155 open issues, last pushed Jul 11, 2026. Figures are from public GitHub metadata via [orama's repository](https://github.com/oramasearch/orama) and [paradedb's repository](https://github.com/paradedb/paradedb). | | [orama](/tools/oramasearch-orama.md) | [paradedb](/tools/paradedb-paradedb.md) | | --- | --- | --- | | Tagline | A complete search engine and RAG pipeline with support for full-text, vector, and hybrid search. | One Postgres for your application data, full-text search, vector retrieval, and aggregations. Home of the pg_search extension. | | Stars | 10,474 | 9,036 | | Forks | 398 | 419 | | Open issues | 17 | 155 | | Language | TypeScript | Rust | | Adopt for | Orama is a compact (<2kb) full-text, vector, and hybrid search engine supporting RAG pipelines that can be deployed in browsers, servers, or edge networks. | - | | Persona | - | - | | Runtime | - | - | | License | Other | AGPL-3.0 | | Categories | Vector Databases, Data & Retrieval | Vector Databases, Data & Retrieval | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [orama](/tools/oramasearch-orama.md) | [paradedb](/tools/paradedb-paradedb.md) | | --- | --- | --- | | Maintenance | Active (82%) | Very active (96%) | | Days since push | 7d | 0d | | Open issues (now) | 17 | 155 | | Full report | [trust report](/tools/oramasearch-orama/trust.md) | [trust report](/tools/paradedb-paradedb/trust.md) | ## Decision facts: orama - **Adopt for:** Orama is a compact (<2kb) full-text, vector, and hybrid search engine supporting RAG pipelines that can be deployed in browsers, servers, or edge networks. ## Choose when ### Choose orama if… - orama is primarily TypeScript; paradedb is Rust. - License: orama is Other, paradedb is AGPL-3.0. - Tags unique to orama: full-text, search-engine, vector-database-embedding, vector-search. - - When you need a lightweight (~2kb) solution for integrating robust search capabilities into web applications. ### Choose paradedb if… - paradedb is primarily Rust; orama is TypeScript. - License: paradedb is AGPL-3.0, orama is Other. - Tags unique to paradedb: full-text-search, htap, analytics, database. ## When NOT to use orama - - If your project demands high-throughput and low-latency text search in large document sets, as others may offer more optimized backend solutions. - - For situations requiring scalability to handle very large datasets; Orama's compact nature might restrict its performance with extensive data. - - In instances where a rich set of administrative tools or built-in storage solutions are necessary, as Orama focuses on lightweight search functionality. ## When NOT to use paradedb - Vector Databases: Don't reach for a dedicated vector DB under ~100k vectors; pgvector on your existing Postgres is simpler to operate. - Data & Retrieval: Skip a heavy ingestion framework when your corpus is small and static; a script plus the embedding API is enough. ## Common questions ### What is the difference between orama and paradedb? orama: A complete search engine and RAG pipeline with support for full-text, vector, and hybrid search.. paradedb: One Postgres for your application data, full-text search, vector retrieval, and aggregations. Home of the pg_search extension.. See the comparison table for live GitHub stats and shared categories. ### When should I choose orama over paradedb? Choose orama over paradedb when orama is primarily TypeScript; paradedb is Rust; License: orama is Other, paradedb is AGPL-3.0; Tags unique to orama: full-text, search-engine, vector-database-embedding, vector-search; - When you need a lightweight (~2kb) solution for integrating robust search capabilities into web applications. ### When should I choose paradedb over orama? Choose paradedb over orama when paradedb is primarily Rust; orama is TypeScript; License: paradedb is AGPL-3.0, orama is Other; Tags unique to paradedb: full-text-search, htap, analytics, database. ### When should I avoid orama? - If your project demands high-throughput and low-latency text search in large document sets, as others may offer more optimized backend solutions. - For situations requiring scalability to handle very large datasets; Orama's compact nature might restrict its performance with extensive data. - In instances where a rich set of administrative tools or built-in storage solutions are necessary, as Orama focuses on lightweight search functionality. ### When should I avoid paradedb? Vector Databases: Don't reach for a dedicated vector DB under ~100k vectors; pgvector on your existing Postgres is simpler to operate. Data & Retrieval: Skip a heavy ingestion framework when your corpus is small and static; a script plus the embedding API is enough. ### Is orama or paradedb more popular on GitHub? orama has more GitHub stars (10,474 vs 9,036). Stars measure visibility, not whether either tool fits your constraints. ### Are orama and paradedb open source? Yes - both are open-source projects on GitHub (orama: Other, paradedb: AGPL-3.0). ### Where can I find alternatives to orama or paradedb? GraphCanon lists graph-backed alternatives at [orama alternatives](/tools/oramasearch-orama/alternatives) and [paradedb alternatives](/tools/paradedb-paradedb/alternatives) ([orama markdown twin](/tools/oramasearch-orama/alternatives.md), [paradedb markdown twin](/tools/paradedb-paradedb/alternatives.md)), ranked by typed relationship edges rather than popularity votes. ### Is there a machine-readable version of this comparison? Yes. The markdown twin at [this comparison](/compare/oramasearch-orama-vs-paradedb-paradedb.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, orama or paradedb? orama: Active. paradedb: Very active. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance. ### Where are the full trust reports for orama and paradedb? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [orama trust report](/tools/oramasearch-orama/trust); [paradedb trust report](/tools/paradedb-paradedb/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=oramasearch-orama`](/api/graphcanon/graph?tool=oramasearch-orama) - LLM index: [/llms.txt](/llms.txt) - Full corpus: [/llms-full.txt](/llms-full.txt) _GraphCanon - The knowledge graph for AI development. https://www.graphcanon.com/_