getapp-logo

App comparison

Add up to 4 apps below to see how they compare. You can also use the "Compare" buttons while browsing.

Software categoriesBlog & researchAbout us

GetApp offers objective, independent research and verified user reviews. We may earn a referral fee when you visit a vendor through our links. 

Top Rated Big Data Software with Free

Last updated: September 2026

Verified reviewer profile picture
Get free expert advice+1 (888) 216-6745
Call now for a one-to-one consultation in under 15 mins.
1 filter applied

Features

Integrated with

Pricing model

Devices supported

Organization types

User rating

68 software options

BigQuery logo

Autonomous data and AI platform for analytics

visit website
BigQuery is an autonomous data and AI platform that automates the entire data lifecycle from ingestion to insights. The platform features built-in predictive analytics, AI inferencing capabilities, and support for machine learning model training using SQL. It includes AI-powered agents for data engineering, data science, and conversational analytics workflows.

Read more about BigQuery

Users also considered
Google Cloud logo

Modular platform for computing, hosting, storage and more

Google Cloud Platform is a modular-based platform providing multiple build and scale services to businesses of any size within any industry. It offers tools for document storage, data warehousing, security key enforcement, app creation, API management, AI and machine learning, live chat, and more.

Read more about Google Cloud

Users also considered
Hevo logo

No-code, data pipeline for advanced ETL, ELT and Reverse ETL

Hevo is a no-code, bi-directional data pipeline technology designed specifically for advanced ETL, ELT, and Reverse ETL requirements.

Read more about Hevo

Users also considered
Hermix logo

Win public contracts with AI

Hermix helps companies win public contracts, with tender monitoring, analysis, and market intelligence based on AI

Read more about Hermix

Users also considered
MongoDB logo

Database management and application development software

AI demands adaptability. MongoDB offers flexible, scalable, AI-ready data solutions, eliminating friction and accelerating innovation.

Read more about MongoDB

Users also considered
Peakboard logo

The low-code platform for industrial applications.

Peakboard's low-code platform simplifies digitalization in production and logistics. It assists in process monitoring and system management. Gathering data from various sources like SAP, machine controls, and Excel, it offers real-time evaluation and display for more operational excellence.

Read more about Peakboard

Users also considered
Gathr logo

Power AI with complete data context

Gathr.ai powers AI with complete data context for higher quality intelligence.

Read more about Gathr

Users also considered
Crashlytics logo

Crash reporting solution for iOS and Android developers

Mobile developers have no visibility into how their apps perform in customers’ hands. Until now. Crashlytics is an elegant tool to a big data problem. Most powerful, yet lightest weight crash reporting solution, we find the needle in haystack, even the exact line of code that your app crashed on.

Read more about Crashlytics

Users also considered
Sumo Logic logo

Unified Logs & Metrics for Full App Visibility

Sumo Logic is a log management and data analytics software that creates information based on data feeds. It assesses server, application and website performances by creating graphs and charts. It creates alerts when data reaches certain levels which in turn notify of potential threats/downtime.

Read more about Sumo Logic

Users also considered
Gigasheet logo

Cloud Big Data Spreadsheet

Gigasheet is the cloud big data spreadsheet. Gain insights from your data in minutes, not days or hours. If you can use a spreadsheet, you can get started with big data analysis and data science.

Read more about Gigasheet

Users also considered
Blossom Sky logo

Federated AI Learning and Data Analytics

Blossom is a system designed to fully support cross-platform data processing: the platform enables users to run data analytics over multiple data processing platforms.

Read more about Blossom Sky

Users also considered
CoolPlanet logo

Business intelligence software designed for factories

Clarity is business intelligence software designed specifically for factories. Clarity can help everyone from operators to plant managers, maintenance managers to CEOs understand their data and plant better.

Read more about CoolPlanet

Users also considered
Anodot logo

We monitor your business

Spot Revenue-Critical Incidents in Real-time

Read more about Anodot

Users also considered
ZIPPYDOC logo

Data analysis and processing platform

ZIPPYDOC is a web-based platform that can generate complex problem solutions for data analysis issues.

Read more about ZIPPYDOC

Users also considered
ILUM logo

Open data lakehouse platform for Kubernetes

Modular, open data lakehouse platform for Kubernetes and Hadoop Yarn, unifying Spark, Trino, Flink, and Duckdb for enterprises.

Read more about ILUM

Users also considered
Altova MapForce logo

Affordable ETL and Data Mapping Tool

MapForce is an any-to-any data integration and ETL tool for graphically defining data mappings for all popular data formats.

Read more about Altova MapForce

Users also considered
Upsolver logo

Data lake platform, on-premises or in the cloud

Upsolver’s data lake platform helps simplify the process for developers to integrate, manage and structure streaming data for analysis, whether on-premises or in the cloud, through a set of advanced stream processing algorithms and an intuitive drag & drop interface

Read more about Upsolver

Users also considered
OpenText Analytics Database logo

Big data analytics and machine learning solution

Vertica is a powerful big data analytics platform that enables organizations to analyze their data on-premises, in the cloud, or on Hadoop. The analytics capabilities are enhanced by machine learning and predictive analytics, which enable users to uncover insights and identify patterns in their data.

Read more about OpenText Analytics Database

Users also considered
Worksheet Systems logo

Build online databases & custom business applications

Worksheet Systems enables users to build enterprise quality custom business applications for data management needs, without any coding knowledge required

Read more about Worksheet Systems

Users also considered
Zerve logo

Platform for managing data science and AI/ML development

Zerve is the agentic data workspace designed for anyone who works with data, from solo analysts, data scientists, business users and teams alike. Zerve brings together exploration, advanced analysis, collaboration, and production deployment into a single AI-native environment.

Read more about Zerve

Users also considered
Trendalyze logo

Visualize, search & monitor for micro-trends in data

Leverage Hadoop platforms and AWS, Azure, GCP and OCI big data cloud services

Read more about Trendalyze

Users also considered
Qubole Data Service logo

Big-data-as-a-service provider

Qubole provides a managed Big Data service that makes it simple to prepare, integrate and explore Big Data in the cloud. It is trusted by the largest brands in social media, online advertising, gaming and other data-intensive companies such as Pinterest, Quora, MediaMath and TubeMogul.

Read more about Qubole Data Service

Users also considered
WinPure logo

Web-based email verification solution

WinPure is a web-based solution that helps businesses across healthcare, banking, education, insurance, and other sectors validate and verify email addresses. It allows managers to manage email lists, highlight email addresses with fake or improper names, and upload files in CSV formats.

Read more about WinPure

Users also considered
Datadog logo

Cloud-based observability & security for all sizes

Datadog is a full stack monitoring service for IT, Operations, Security, and Development teams who develop and run cloud applications and deal with large amounts of data.

Read more about Datadog

Users also considered
Logz.io logo

Machine data analytics based on ELK and Grafana

Logz.io was designed for big data, adding a sophisticated machine learning layer on top of a powerful ELK Stack.

Read more about Logz.io

Users also considered