getapp-logo

App comparison

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

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

Data Preparation Software

Last updated: April 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


21 software options

Mitra logo

Data analysis and business intelligence solution

learn more
Mitra enables the systematization of processes with a high level of customization, complementing the ERP. The company offers various lines of applications are analytics, planning which includes budget tracking, cash flow management as well as production management, and process flows.

Read more about Mitra

Users also considered
AddMaple logo

The fastest way to explore and visualize your raw data

learn more
AddMaple is a data exploration tool that enables users to analyze and gain insights from data. It empowers users to unlock the true potential of data without the need for complex coding or spreadsheet manipulation.

Read more about AddMaple

Users also considered
Reeport logo

Data analytics tool to convert business data into insights

learn more
Reeport is a French cloud-based data analytics platform designed to help teams automatically centralize, reconcile, and convert disparate data into actionable insights. Users can automatically collect data from multiple sources and generate data visualizations, dashboards, and granular reports.

Read more about Reeport

Users also considered
Bold BI logo

Embed powerful analytics right inside your applications

learn more
Turn your customers into success stories with built-in intelligence featuring state of the art analytics, dashboards and more.

Read more about Bold BI

Users also considered
Pyplan logo

The most flexible and powerful planning platform

learn more
Experience the utmost flexibility and potency of a business planning platform that surpasses all others. Address every planning and analytical requirement within a unified and cohesive environment.

Read more about Pyplan

Users also considered
Gathr logo

Power AI with complete data context

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

Read more about Gathr

Users also considered
ZIPPYDOC logo

Data analysis and processing platform

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

Read more about ZIPPYDOC

Users also considered
Funnel logo

Marketing data aggregation and reporting platform

learn more
Funnel is a marketing intelligence platform that aggregates data from multiple marketing sources into a centralized hub. The platform offers multiple connectors to integrate data from various advertising and analytics platforms, enabling automated reporting and data warehouse integration. Funnel provides AI-based measurement tools including marketing mix modeling and multi-touch attribution to analyze campaign performance across channels.

Read more about Funnel

Users also considered
Inzata  logo

Data modeling, analytics & visualization tool for businesses

learn more
Inzata is a cloud-based data analytics solution which helps businesses manage data integration, as well as data analysis from multiple sources. Key features include business intelligence, analytics, data transformation, trend analysis, pattern recognition, compliance, filtered views, and reporting.

Read more about Inzata

Users also considered
CleverMaps logo

Location Insights you can trust.

learn more
CleverMaps is a map-based analytics platform transforming how the world is using data to solve location-related problems. CleverMaps empowers people and organizations to make data-driven decisions based on the insights visualized in our intuitive and interactive analytical map.

Read more about CleverMaps

Users also considered
Hevo  logo

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

learn more
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
MongoDB logo

Database management and application development software

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

Read more about MongoDB

Users also considered
Yellowfin logo

The Most Powerful Embedded Bl Platform

learn more
Yellowfin’s single platform includes one of the broadest ranges of capabilities, spanning data preparation, reporting with scheduled distributions, visual exploration and augmented analytics.

Read more about Yellowfin

Users also considered
Tableau logo

Visual analytics platform for data exploration

learn more
Tableau is a business intelligence and analytics platform that enables users to connect to databases, create data visualizations, and share insights. The platform offers deployment options including cloud-based, self-hosted, and desktop environments with drag-and-drop functionality for building interactive dashboards. It features AI-based analytics capabilities, integration with Salesforce CRM, and supports visual storytelling and collaboration across organizations.

Read more about Tableau

Users also considered
Zoho Analytics logo

Agentic Al-powered self-service Bl and analytics platform

learn more
AI-powered self-service BI platform that cleans, prepares, and transforms data to uncover meaningful business insights.

Read more about Zoho Analytics

Users also considered
Phrazor logo

Automated insights in language on dashboards in real-time.

learn more
Phrazor is a double-patented BI product used by enterprises to create highly personalized language-based reports at scale, instantly. It allows non-technical users to conduct ad-hoc analyses all on their own. Phrazor’s automated language insights are also available as plugins on Tableau and Power BI

Read more about Phrazor

Users also considered
DataHero logo

Visualize data from spreadsheets & cloud services

learn more
DataHero is a cloud-based data visualization solution which allows users to create custom dashboards and charts with data from cloud services & spreadsheets

Read more about DataHero

Users also considered
Zoho DataPrep logo

AI-powered ETL platform with advanced data preparation

learn more
Zoho DataPrep automates data cleaning, transformation & enrichment with AI, drag-and-drop tools & 100+ connectors for analytics prep.

Read more about Zoho DataPrep

Users also considered
Crunchmetrics logo

AI-based anomaly detection and risk management software

learn more
CrunchMetrics is a cloud-based anomaly detection solution that helps medium to large telecom, retail, & fintech organizations manage large data sets, detect deviations, and identify risk across operations. The platform uses artificial intelligence and machine learning to analyze historical data.

Read more about Crunchmetrics

Users also considered
Dataflow logo

AI-ready data platform for unified workflows

learn more
Dataflow is a data platform that unifies development tools including Airflow, VS Code, and Jupyter notebooks for data engineering and AI/ML workflows. The platform features managed Python dependency environments, GPU-powered instances for machine learning workloads, and integrated tools for data exploration, ETL orchestration, and visualization. It supports one-click deployment to production and includes MLflow integration for model tracking.

Read more about Dataflow

Users also considered
Firebolt logo

The Next Gen Data Warehouse as a Service

learn more
Firebolt delivers extreme speed and elasticity at any scale solving your impossible data challenges.

Read more about Firebolt

Users also considered