Best data analysis and insights tools in 2025

Spark SQL

Run SQL queries on big data with ease and efficiency.

Neum AI

Framework for efficient and scalable data pipelines.

LakeSail

Open-source big data processing framework for seamless analytics.

Apache Drill

Run SQL queries on diverse data without preparation.

Apache Spark ML

Scalable library for efficient machine learning and data processing.

BasicAI Cloud

Data annotation for diverse business needs and projects.

Reformer

Advanced framework for efficient long-sequence data processing.

Hex.tech

Automated data analysis and visualization for all users.

Monitr

User-friendly data analytics for quick insights and collaboration.

PostgresML

Integrates machine learning directly into PostgreSQL databases.