Kinetica

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Ranked in Database Software·Free plan

About

Kinetica is a distributed database for real-time analytics, combining SQL, vector, graph, time-series, and spatial workloads in one engine. Its columnar, memory-first, vectorized architecture distributes work across GPUs and CPUs. The maker says Kafka and change-data-capture records can be queried as they arrive, while streaming materialized views update with incoming records. Embeddings are searchable as they land, and vector search can share a SQL statement with structured filters, joins, and time windows. Embedding sources include OpenAI, NVIDIA NIM, and locally hosted models with a compatible inference endpoint. Kinetica documents role-based permissions, granular table and schema access, and row and column controls such as masking and obfuscation. Enterprise Edition supports LDAP, Microsoft Active Directory, and Kerberos authentication; it is self-managed on customer-selected hardware, on-premise, or through AWS and Azure Marketplace. Developer Edition runs locally in Docker and requires at least 8GB of allocated RAM. The free Kinetica Cloud account includes up to 10GB of storage, shared compute, full database functionality, unlimited SQL and API access, and basic support. Dedicated Cloud is listed at 1.80 USD per month, billed hourly on a pay-as-you-go basis.

Who it is for

Kinetica may suit teams working with real-time data and mixed analytical workloads, including the listed defense, finance, energy, telecom, logistics, and insurance use cases. It also offers local Docker development and self-managed enterprise deployment options.

What is good

  • Combines SQL, vector, graph, time-series, and spatial workloads
  • Queries Kafka and CDC records as they arrive
  • Vector search supports filters, joins, and time windows
  • Free Cloud plan includes unlimited SQL and API access

What to know first

  • Local Developer Edition requires Docker and 8GB allocated RAM
  • Free Cloud storage is capped at 10GB
  • Cloud free compute is shared

Verdict

Kinetica is aimed at analytical workloads that need to combine incoming data with several data models in one database. Compare the shared-compute Cloud option with self-managed Enterprise deployment, and account for the local Docker memory requirement during development.

Compared on database software

Free plan
Yeskinetica.com

Facts

Product
Kinetica describes itself as a distributed, hardware-accelerated database for real-time analytics, combining SQL, vector, graph, time-series, and spatial workloads in one engine.kinetica.com · 4 Oct 2026
Architecture
Its database is distributed, columnar, memory-first, and vectorized, and it orchestrates work across GPUs and CPUs.kinetica.com · 4 Oct 2026
Real-time data
The maker says Kafka and CDC records can be queried as they arrive, while streaming materialized views update as records arrive.kinetica.com · 4 Oct 2026
Vector search
Kinetica says new embeddings are searchable as they land and that vector search can run with structured filters, joins, and time windows in one SQL statement.kinetica.com · 4 Oct 2026
Integrations
Kinetica's vector search page says embedding providers include OpenAI, NVIDIA NIM, and locally hosted models with a compatible inference endpoint.kinetica.com · 4 Oct 2026
Security
Kinetica documents role-based permissions, granular access to tables and schemas, and row and column controls including masking and obfuscation.docs.kinetica.com · 4 Oct 2026
Enterprise authentication
Enterprise Edition supports external authentication through LDAP, Microsoft Active Directory, or Kerberos.kinetica.com · 4 Oct 2026
Enterprise deployment
Enterprise Edition is self-managed and can run on customer-selected hardware, on-premise, or through AWS and Azure Marketplace.kinetica.com · 4 Oct 2026
Developer setup
The local Developer Edition runs as a Docker container and requires Docker with at least 8GB of RAM allocated.kinetica.com · 4 Oct 2026
Cloud free limits
The free Kinetica Cloud account includes up to 10GB storage, shared compute, full database functionality, unlimited SQL and API access, and basic support.cloud.kinetica.com · 4 Oct 2026
Support
Kinetica offers Basic, Standard, and Premium support tiers; Premium includes off-hours and weekend coverage, follow-the-sun case management, and monthly incident reporting.kinetica.com · 4 Oct 2026
Intended users
The maker presents Kinetica for defense and intelligence, financial services, energy and utilities, telecommunications, logistics and supply chain, and insurance use cases.kinetica.com · 4 Oct 2026
Company
Kinetica's contact page lists its address as 8219 Leesburg Pike, Suite 650, Vienna, Virginia 22182.kinetica.com · 4 Oct 2026

Company

Headquarters
Vienna, Virginia, United Stateskinetica.com · 28 Sept 2026

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