Best Data Lake Products in 2025

AWS Lake Formation is a service that lets you build, secure, and manage your data lake on AWS, reducing the set up time from months to days.

Transform your cloud storage into a Live Search + SQL + GenAI analytical database.

Key CHAOSSEARCH features:

Scalability Cost Efficiency Simplicity Schema-on-Read

Learn about Amazon Redshift cloud data warehouse.

Key Amazon Redshift features:

Scalability Performance Integration Cost-effective

Explore and analyze the data in and around your data lake.

Octopussy, Log Management Solution.

Open Source

Event log management software. Monitor real-time logs from numerous data sources in a single pane with our log monitoring tool, InTrust.

WhatsUp Gold Log Management lets users monitor, filter, search and alert on syslogs and Windows logs as well as meta trends like log volume changes.

View a timeline of Splunk's acquisitions to-date.

Snowflake is the only data platform built for the cloud for all your data & all your users. Learn more about our purpose-built SQL cloud data warehouse.

Key Snowflake features:

Scalability Performance Ease of Use Data Sharing

Splunk's operational intelligence platform helps unearth intelligent insights from machine data.

Key Splunk features:

Powerful Data Analysis Real-Time Processing Scalability Wide Range of Integrations

A fully managed data warehouse for large-scale data analytics.

Key Google BigQuery features:

Scalability Speed Integrations Automatic Optimization

Open Source

One platform for accelerating data-driven innovation across data engineering, data science & business analytics.

Key Databricks Unified Analytics Platform features:

Scalability Integrated Environment Collaborative Workspace Lakehouse Architecture

DataDog Log Management is a trusted and nimble software that is surfacing the log analysis with complete visualizations and prediction.

Key DataDog Log Management features:

Centralized Logging Scalability Integration Real-Time Monitoring