ParadeDB
- Company typePrivate
- Founded2023
- HeadquartersSan Francisco, United States
- Headcount11–50
- GTM typeB2B
- OfferingSoftware
What ParadeDB does
ParadeDB is a Postgres-native search and analytics platform built as a database extension (pg_search) that delivers BM25 full-text search, hybrid lexical-and-vector search, faceted search, aggregations, and Top-K query optimization directly inside PostgreSQL, positioned as an alternative to Elasticsearch that avoids separate infrastructure and ETL pipelines. The technology stack is implemented in Rust via the pgrx framework, with the underlying search engine built on Tantivy (a Lucene-inspired library) and Apache DataFusion handling analytical execution; its core index uses an LSM tree architecture combining inverted and columnar indexes accessed through custom Postgres scan nodes. The product is offered in three tiers — a free Community edition for single-node self-hosted use, a quote-priced Enterprise edition with high availability, read replicas, physical replication, WAL integration, and SLAs, and a fully managed ParadeDB Cloud currently in private beta, plus a BYOC deployment option.
The company monetizes through Enterprise subscriptions sold via a Calendly-assisted motion and is moving toward managed-cloud recurring revenue. Go-to-market is product-led, anchored on the AGPL-licensed open-source extension that has accumulated 9K+ GitHub stars, 1.5M+ Docker deployments, and 250K+ extension installs, with distribution channels spanning Railway, Render, DigitalOcean, and a Helm chart integrated with CloudNativePG. ParadeDB was founded in 2023 by Philippe Noël (CEO) and Ming Ying (CTO), is headquartered in New York (with the firmographic record listing San Francisco), operates with a 1-10 person team, and has raised approximately $14.1M across a Y Combinator pre-seed, a 2023 seed round, and a $12M Series A led by Craft Ventures in July 2025. Named customers include Modern Treasury, Alibaba, Bilt, Sweetspot, INSA Strasbourg, Cofactr, and Terrapin Finance, spanning fintech, real estate, e-commerce, education, procurement, and finance verticals.
ParadeDB firmographics
Firmographics- Name
- ParadeDB
- Legal name
- ParadeDB, Inc.
- Website
- https://paradedb.com
- Company type
- Private
- Founded year
- 2023
- Operating status
- Operating
- Headcount range
- 11–50 employees
- Ownership category
- akta.pro rank
ParadeDB industry classification
Industry- Product category
- Database Search Software
- NAICS
- Web Search Portals and All Other Information Services (519290)
- SIC
- Services-Computer Programming, Data Processing, Etc. (7370)
- akta.pro primary industry
- Search / Index Databases (HDAEAAAK)
Keywords
Where ParadeDB is headquartered
LocationHeadquarters
- HQ city
- San Francisco
- HQ country
- United States
- HQ region
- North America
Offices1 record
Markets served
ParadeDB business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Technology or R&D, Personnel, Infrastructure, Marketing or Sales, Operations
Revenue model
- Enterprise Subscription: ParadeDB Enterprise is a subscription-based offering that includes read replica support, high availability, dedicated support and SLA. Priced via custom quote (Custom Pricing through Calendly). This is the primary monetization vehicle for the company, targeting production deployments at scale.
- Fully Managed Cloud: Fully managed cloud deployment option where ParadeDB handles all infrastructure. Currently in private beta. Customers pay for managed service with one-click deployments.
- Community Edition: Free forever tier for single-node deployments with community support. Used as a lead generator for Enterprise upgrades.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Freemium | Monthly | Free forever for single-node deployments with community support |
| Subscription | Annual | Custom-priced tier with high availability and dedicated support |
| Subscription | Monthly | Fully managed cloud deployment in private beta |
Go-to-market motion1 record
Distribution channels9 records
Marketing channels8 records
ParadeDB product offering
Product offeringCore offering
ParadeDB is a Postgres-native search and analytics platform delivered as a Postgres extension (pg_search) that brings Elastic-quality BM25 full-text search, hybrid (text + vector) search, faceted search, aggregations, and Top K optimization directly into PostgreSQL. It eliminates the need for a separate search engine like Elasticsearch by running as a logical replica or as an installed extension in self-hosted Postgres deployments. The product is offered in three tiers — Community (free, single-node), Enterprise (paid, high-availability), and Cloud (fully managed, private beta).
Product overview
ParadeDB is a Postgres-native search platform delivered as a collection of Postgres extensions (primarily pg_search) that bring full-text search, vector search, and analytics directly into Postgres. The product portfolio consists of three tiers: Community (free, single-node), Enterprise (paid, high-availability with WAL/replication support), and Cloud (fully managed, private beta), plus a BYOC deployment option. All tiers share the same pg_search extension which provides BM25 full-text search, hybrid search, faceted search, aggregations, and Top K optimization. The extension is available as a Docker image, a Postgres extension binary, or an extension image for CloudNativePG clusters. ParadeDB also offers an MCP-based AI Agent Skills package for integrating with AI coding agents.
Differentiator
Problem solved
Functional benefit
Products and services
- pg_search Extension
- ParadeDB Community
- ParadeDB Enterprise
Quantifiable outcome
- Modern Treasury replaced 26 B-tree and GIN indexes over one table with a single ParadeDB index
- +9 more outcomes
Companies that use ParadeDB
Customer profileNamed customers7 records
Segments3 records
Ideal customer profiles3 records
ParadeDB technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- Yes
- API docs
- API detail
Core technology
AI maturity
App detail
Integration22 records
AI capability7 records
Feature8 records
ParadeDB partnerships and signals
Strategic signalPartnerships
Six partnerships are on record, tiered core.
- CloudNativePGcoreCloudNativePG operator integration for Kubernetes deployments. ParadeDB provides extension images compatible with CloudNativePG clusters. Supports monitoring via Prometheus and Grafana. Recommended for production high availability deployments.
- RailwaycoreCloud platform partnership for one-click ParadeDB deployment. Users can deploy ParadeDB on Railway with a single click. Listed as official integration on ParadeDB website.
- RendercoreCloud platform partnership for one-click ParadeDB deployment. Official integration announced May 2026. Full-text, vector, and hybrid search over Postgres.
- TantivycoreCore dependency - Rust-based full-text search library inspired by Lucene. Created by Paul Masurel (also co-founder of Quickwit). ParadeDB uses Tantivy for the underlying search engine implementation.
- Apache DataFusioncoreCore dependency - extensible query execution framework for OLAP processing. ParadeDB uses DataFusion for analytical query execution.
- pgrxcoreCore dependency - library for writing Postgres extensions in Rust. ParadeDB is built using pgrx framework.
Scale indicators13 records
Recent moves7 records
Expansion highlights6 records
ParadeDB competitors and assessment
Company assessmentDirect peers
- Elasticsearch: The dominant dedicated full-text search engine that ParadeDB directly positions against. Elasticsearch is the incumbent that ParadeDB replaces when teams want search quality without separate search infrastructure.
- OpenSearch: AWS's open-source fork of Elasticsearch, a direct competitor in the dedicated search engine category. Competes with ParadeDB for teams considering a search engine adjacent to their primary database.
- Meilisearch: A lightweight, developer-focused search engine that competes for the same 'simpler than Elasticsearch' positioning. Targets developers wanting easy search-as-a-service and offers similar plug-and-play appeal.
- Typesense: An open-source typo-tolerant search engine focused on developer experience and instant search. Competes with ParadeDB for developers building in-app search without managing Elasticsearch.
Emerging players
- Quickwit: An open-source, Rust-based distributed search engine built on Tantivy (the same library ParadeDB uses internally). Closely comparable technology stack and a potential competitor in cloud-native search.
- TigerSearch / TigerData: Postgres-compatible database (TimescaleDB lineage) with native full-text and hybrid search capabilities. Competes in the Postgres-derived analytics + search category where ParadeDB plays.
Broad incumbents
- MongoDB Atlas Search: Atlas Search brings Lucene-based search to MongoDB, providing a database-integrated search experience. Comparable as a managed, integrated alternative to standalone search engines, particularly for organizations using MongoDB.
- Algolia: A leading hosted search-as-a-service platform. Competes for in-app and e-commerce search workloads with an enterprise GTM motion that overlaps with ParadeDB's Enterprise tier targeting.
- Supabase: Managed Postgres platform that ParadeDB lists as a supported replication source. Competes indirectly as an integrated data platform that could ship native search capabilities of its own.
- Neon: Serverless Postgres provider listed as a supported ParadeDB replication source. Competes indirectly in the Postgres ecosystem, where it could partner with or compete against ParadeDB on integrated search.
Market position
Strengths5 records
Weaknesses5 records
Competitive moat5 records
Key risks5 records
Key highlights7 records
Customer concentration
ParadeDB social profiles
Digital presenceParadeDB compliance and trust
Trust signalCompliance2 records
ParadeDB financial estimates
Financial estimateRevenue estimate
Valuation estimate
ParadeDB leadership team
Management profileNumber of profiles
Profiles2 records
ParadeDB funding detail
Funding detailFunding overview
Funding rounds3 records
Investors7 records
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
ParadeDB M&A and investment
M&A and investmentM&A
Investments
M&A and investment is available on the Subscription and Enterprise plan.Contact sales →
Frequently asked questions about ParadeDB
What does ParadeDB do?
ParadeDB is a Postgres-native search and analytics platform delivered as a Postgres extension (pg_search) that brings Elastic-quality BM25 full-text search, hybrid (text + vector) search, faceted search, aggregations, and Top K optimization directly into PostgreSQL. It eliminates the need for a separate search engine like Elasticsearch by running as a logical replica or as an installed extension in self-hosted Postgres deployments. The product is offered in three tiers — Community (free, single-node), Enterprise (paid, high-availability), and Cloud (fully managed, private beta).
Is ParadeDB a public or private company?
ParadeDB is a private company. It is classified as venture growth investor backed and is currently operating.
When was ParadeDB founded?
ParadeDB was founded in 2023. It employs 11 to 50 people.
Where is ParadeDB based?
ParadeDB is headquartered in San Francisco, United States, in the North America region.
How does ParadeDB make money?
Three revenue lines are on record. Enterprise Subscription is the primary driver. The others are fully Managed Cloud and community Edition.
Who are ParadeDB's main competitors?
Direct peers on record are Elasticsearch, OpenSearch, Meilisearch and Typesense. Emerging players are Quickwit and TigerSearch / TigerData. Broad incumbents are MongoDB Atlas Search, Algolia, Supabase and Neon.
Does ParadeDB have an API?
Yes. ParadeDB is used via SQL within Postgres, and the pg_search extension provides query builder functions (paradedb.match, paradedb.term, paradedb.regex_phrase, etc.), aggregate functions (pdb.agg), and scoring functions (pdb.score) that developers call from any Postgres-compatible client. The extension is available as a public extension image for Postgres 18+ (tag format: --trixie). An MCP (Model Context Protocol) server is available, allowing AI coding agents (Claude Code, Codex, Gemini, Cursor, Windsurf) to interact with ParadeDB via a single command: npx skills add paradedb/agent-skills. Developer documentation is at docs.paradedb.com/welcome/introduction.
What industry is ParadeDB in?
ParadeDB's product category is Database Search Software. Its primary akta.pro industry code is HDAEAAAK, Search / Index Databases. Its NAICS code is 519290 and its SIC code is 7370.