Best big data tools in 2025

Apache Hadoop

Framework for processing large datasets across multiple computers.

SvectorDB

Serverless vector database optimized for AWS environments.

Apache Samza

Real-time data processing framework for stateful applications.

Substrate

Build and execute complex AI workflows efficiently.

Centauri AI

AI-driven data processing for finance professionals.

Vector database comparison

Compare various vector databases for informed decision-making.

DataMation

Centralized source for technology news and insights.

QMapper

Local management for videos and photos without cloud reliance.

Paid + from $49/lifetime
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Frigate NVR

Local AI-powered home security monitoring for privacy-conscious users.

Elephas

Personal knowledge assistant for organizing and accessing information.

Neoform ai

Advanced AI for communication in African dialects.

Moonbeam Exchange

Data-driven insights for corporate innovation and market trends.

Hadoop

Framework for processing large data sets across multiple systems.

Hashmeta AI

AI-driven growth and innovation for businesses.