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Ocient

Hyperscale data warehouse built for petabyte-scale analytics workloads.

4.2 Data and Analytics
4.2 Very good 4.2
Purpose-built architecture targets a scale tier most conventional warehouses were not designed for No published pricing, so evaluating cost requires a direct sales engagement
Reviewed by Challenging Voice Editorial · Updated Jul 2026 How we rate
PricingContact for Pricing
Free planNo
CompanyOcient
PlatformsAPI, Web
CategoryData and Analytics
Founded2016
Last reviewedJul 2026

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Overview

Ocient builds a hyperscale data warehouse designed to analyze trillions of data records at performance levels and costs that standard cloud data warehouses struggle to match. The Chicago-based company was founded in 2016 by CEO Chris Gladwin, who previously founded and sold Cleversafe to IBM for $1.3 billion in 2015.

The Ocient Hyperscale Data Warehouse is built from the ground up for petabyte-scale workloads with concurrent users, and the company reports performance 10 to 50 times faster than competing solutions on certain workloads, achieved partly through what its team calls a "compute adjacent" architecture that keeps processing near NVMe storage. Ocient has raised $49.4 million from investors including Greycroft, OCA Ventures, and In-Q-Tel, the CIA's strategic investment arm, pointing to interest from government-scale data use cases alongside commercial ones.

Ocient fits organizations and government agencies running massive-scale analytics, telecom, ad tech, and geospatial data among them, rather than teams with gigabyte- or terabyte-scale workloads better served by conventional warehouses. The company does not publish fixed pricing, instead pricing through a SaaS or managed-service monthly fee, a perpetual on-premises software license, or a managed-support model priced by CPU cores, all quoted through a custom cost analysis.

Key features

  • Hyperscale data warehouse built for petabyte-scale, trillion-record workloads
  • Compute adjacent architecture pairing processing with NVMe storage
  • Deployment across OcientCloud, Google Cloud Platform, or AWS
  • Perpetual on-premises license option alongside SaaS subscription pricing
  • Support for concurrent multi-user access at hyperscale
  • In-Q-Tel backing signals suitability for government-scale data workloads

Screenshots & demo

Demo video

Screenshots

Ocient screenshot 1

Pricing

Ocient uses custom pricing. Contact their team for a quote based on your needs.

  • Pricing modelContact for Pricing
  • Starting priceCustom
  • Free planNo
Visit Ocient

Pricing is provided as a guide. Check the official site for the latest plans.

Pros & cons

Pros

  • Purpose-built architecture targets a scale tier most conventional warehouses were not designed for
  • Multiple deployment models (SaaS, on-prem license, managed support) fit different procurement needs
  • In-Q-Tel investment reflects vetting for government and defense-grade data use cases
  • Founder's prior exit (Cleversafe to IBM) points to experience scaling infrastructure companies

Cons

  • No published pricing, so evaluating cost requires a direct sales engagement
  • Built for hyperscale workloads, meaning it is likely overbuilt for smaller data teams
  • Competing against well-funded cloud data warehouse incumbents with broader ecosystems
  • On-premises and managed-support options add deployment complexity versus a pure SaaS product

How it compares

ToolRatingFreeFromBest known for
Ocient (this tool)4.2No—Hyperscale data warehouse built for petabyte-scale, trillion-record workloads
MotherDuck4.3Yes$25/moCloud-hosted version of the open-source DuckDB database
Snowflake Cortex Analyst4.2No—Natural-language querying grounded in Snowflake's data warehouse
Zilliz4.6YesFreeReal-time vector, full-text, JSON and geospatial hybrid search

Alternatives to Ocient

4 tools matched to Ocient on what they do, their category and their price.

Zilliz

4.6

Fully managed vector database platform built by the creators of Milvus, offering real-time vector search, hybrid retrieval and lake-scale analytics for AI applications at billion-vector scale.

Frequently asked questions

What is Ocient?
Ocient builds a hyperscale data warehouse designed to analyze trillions of data records at performance levels and costs that standard cloud data warehouses struggle to match.
Is Ocient free?
Ocient does not offer a free plan.
What are the best Ocient alternatives?
The closest matches in the directory are MotherDuck, Snowflake Cortex Analyst, and Zilliz, compared side by side above.

Reviews

4.2 Editorial rating No reviews yet

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