Best Analytics Software Products
2024
Nothing but the best software. Find the best software for anything and everything you want to accomplish, as decided by software buyers on the world’s largest and most trusted software marketplace.
G2 is proud to share our 2024 list of the Best Analytics Software Products
We are proud to share our 2024 list of the Best Analytics Software. This best software list features some of the top software sellers and service providers found on G2. Some of the top Analytics Software Sellers include: Salesforce. Amazon Web Services (AWS), and Alteryx.
To qualify for the best Analytics Software list, the product must be listed under one or more Analytics software categories. Analytics software provides analytics solutions to businesses across sectors and industries. These solutions give businesses the tools they need to make data-driven decisions.
Check out our FAQs to learn more.
Award-Winning Best Analytics Software Product Categories Include:
Best Software by Function / Analytics Products
This is a new list for 2024. Out of 2,226 total products in this category — and 123 that were eligible for the 2024 Best Software Awards — here are the 50 best software products.
1
Tableau
Analytics Platforms
Tableau Server is a business intelligence application that provides browser-based analytics anyone can learn and use.
Tableau Server is a business intelligence application that provides browser-based analytics anyone can learn and use.
Categories
G2 Awards
Best Analytics Products 2024
Usability Leader Data Preparation Winter 2025
Implementation Leader Embedded Business Intelligence Winter 2025
Usability Leader Location Intelligence Winter 2025
Implementation Leader Data Preparation Winter 2025
Results Leader Location Intelligence Winter 2025
Results Leader Embedded Business Intelligence Winter 2025
2
Amazon QuickSight
Analytics Platforms
Amazon QuickSight is a cloud-based business intelligence (BI) service that help employees to build visualizations, perform ad-hoc analysis, and quickly get business insights from their data.
Amazon QuickSight is a cloud-based business intelligence (BI) service that help employees to build visualizations, perform ad-hoc analysis, and quickly get business insights from their data.
Categories
G2 Awards
Best Analytics Products 2024
Asia Pacific Leader Analytics Platforms Winter 2025
Grid Leader Embedded Business Intelligence Winter 2025
India Leader Analytics Platforms Winter 2025
Asia Leader Embedded Business Intelligence Winter 2025
India Leader Predictive Analytics Winter 2025
India Leader Embedded Business Intelligence Winter 2025
Asia Leader Analytics Platforms Winter 2025
Asia Leader Predictive Analytics Winter 2025
3
Alteryx
Analytics Platforms
Alteryx drives transformational business outcomes through unified analytics, data science, and process automation.
Alteryx drives transformational business outcomes through unified analytics, data science, and process automation.
Categories
G2 Awards
Best Analytics Products 2024
Usability Leader Predictive Analytics Winter 2025
Americas Leader Data Preparation Winter 2025
Relationship Leader Analytics Platforms Winter 2025
Implementation Leader Data Preparation Winter 2025
Momentum Leader Predictive Analytics Winter 2025
Momentum Leader Data Preparation Winter 2025
4
Qlik Sense
Analytics Platforms
Qlik Sense is a revolutionary self-service data visualization and discovery application designed for individuals, groups and organizations.
Qlik Sense is a revolutionary self-service data visualization and discovery application designed for individuals, groups and organizations.
Categories
G2 Awards
Best Analytics Products 2024
EMEA Leader Embedded Business Intelligence Winter 2025
United Kingdom Leader Embedded Business Intelligence Winter 2025
Latin America Leader Embedded Business Intelligence Winter 2025
Usability Leader Data Warehouse Automation Winter 2025
EMEA Leader Location Intelligence Winter 2025
Europe Leader Embedded Business Intelligence Winter 2025
Momentum Leader Data Warehouse Automation Winter 2025
5
SAS Viya
Analytics Platforms
As a cloud-native AI, analytics and data management platform, SAS Viya enables you to scale cost-effectively, increase productivity and innovate faster, backed by trust and transparency. SAS Viya makes it possible to integrate teams and technology enabling all users to work together successfully to
As a cloud-native AI, analytics and data management platform, SAS Viya enables you to scale cost-effectively, increase productivity and innovate faster, backed by trust and transparency. SAS Viya makes it possible to integrate teams and technology enabling all users to work together successfully to
Categories
G2 Awards
Best Analytics Products 2024
Best AI Products 2024
Best IT Management Products 2024
Asia Leader Statistical Analysis Winter 2025
Asia Pacific Leader Statistical Analysis Winter 2025
Grid High performer Machine Learning Winter 2025
Grid Leader Text Analysis Winter 2025
Grid Leader Statistical Analysis Winter 2025
6
JMP
Statistical Analysis
JMP combines powerful statistics with dynamic graphics, in memory and on the desktop. Its interactive and visual paradigm enables JMP to reveal insights that are impossible to gain from raw tables of numbers or static graphs.
JMP combines powerful statistics with dynamic graphics, in memory and on the desktop. Its interactive and visual paradigm enables JMP to reveal insights that are impossible to gain from raw tables of numbers or static graphs.
Categories
G2 Awards
Best Analytics Products 2024
Europe Leader Statistical Analysis Winter 2025
Momentum Leader Statistical Analysis Winter 2025
EMEA Leader Statistical Analysis Winter 2025
Grid Leader Statistical Analysis Winter 2025
Americas Leader Predictive Analytics Winter 2025
7
Explo
Data Visualization
Explo provides a powerful embedded dashboard and reporting solution. Securely share customizable product analytics, project reports, and KPIs with each of your customers all while seamlessly matching your product's design. Give your users the power to explore their data on their on by editing dashbo
Explo provides a powerful embedded dashboard and reporting solution. Securely share customizable product analytics, project reports, and KPIs with each of your customers all while seamlessly matching your product's design. Give your users the power to explore their data on their on by editing dashbo
Categories
G2 Awards
Best Analytics Products 2024
Relationship Leader Embedded Business Intelligence Winter 2025
Relationship Leader Business Intelligence Winter 2025
Usability Leader Data Visualization Winter 2025
Usability Leader Business Intelligence Winter 2025
Implementation Leader Business Intelligence Winter 2025
8
Amazon Forecast
Machine Learning
Amazon Forecast is a fully managed service that uses machine learning to deliver highly accurate forecasts.
Amazon Forecast is a fully managed service that uses machine learning to deliver highly accurate forecasts.
Categories
G2 Awards
Best Analytics Products 2024
Implementation Leader Time Series Intelligence Winter 2025
Grid Leader Time Series Intelligence Winter 2025
India Leader Time Series Intelligence Winter 2025
Asia Leader Time Series Intelligence Winter 2025
Results Leader Time Series Intelligence Winter 2025
Asia Pacific Leader Time Series Intelligence Winter 2025
Asia Pacific Leader Machine Learning Winter 2025
9
IBM Cognos Analytics
Analytics Platforms
IBM® Cognos® Analytics offers smarter, self-service capabilities so you can quickly gain insight and act on it. The solution empowers business users to create and personalize dashboards and reports on their own - while providing IT with a scalable solution that is available on premises or on the clo
IBM® Cognos® Analytics offers smarter, self-service capabilities so you can quickly gain insight and act on it. The solution empowers business users to create and personalize dashboards and reports on their own - while providing IT with a scalable solution that is available on premises or on the clo
Categories
G2 Awards
Best Analytics Products 2024
Asia Pacific Leader Analytics Platforms Winter 2025
India Leader Predictive Analytics Winter 2025
India Leader Embedded Business Intelligence Winter 2025
Grid Leader Analytics Platforms Winter 2025
Americas Leader Embedded Business Intelligence Winter 2025
Asia Leader Analytics Platforms Winter 2025
India Leader Analytics Platforms Winter 2025
Asia Pacific Leader Predictive Analytics Winter 2025
10
TrendMiner
Time Series Intelligence
TrendMiner is a fast, powerful and intuitive advanced industrial analytics platform designed for real-time monitoring and troubleshooting of industrial processes. It provides robust data collection, analysis, and visualization enabling everyone in industrial operations for making smarter data-driven
TrendMiner is a fast, powerful and intuitive advanced industrial analytics platform designed for real-time monitoring and troubleshooting of industrial processes. It provides robust data collection, analysis, and visualization enabling everyone in industrial operations for making smarter data-driven
Categories
G2 Awards
Best Analytics Products 2024
Grid Leader Manufacturing Intelligence Winter 2025
Europe Leader Predictive Analytics Winter 2025
Relationship Leader Manufacturing Intelligence Winter 2025
Grid Leader Time Series Intelligence Winter 2025
Grid Leader IoT Analytics Platforms Winter 2025
EMEA Leader Time Series Intelligence Winter 2025
11
SAP Analytics Cloud
Analytics Platforms
SAP Analytics Cloud is a multi-cloud solution built for software as a service (SaaS) that provides all analytics and planning capabilities – business intelligence (BI), augmented and predictive analytics, and extended planning and analysis – for all users in one offering.
SAP Analytics Cloud is a multi-cloud solution built for software as a service (SaaS) that provides all analytics and planning capabilities – business intelligence (BI), augmented and predictive analytics, and extended planning and analysis – for all users in one offering.
Categories
G2 Awards
Best Analytics Products 2024
Americas Leader Predictive Analytics Winter 2025
EMEA Leader Analytics Platforms Winter 2025
Asia Pacific Leader Analytics Platforms Winter 2025
Grid Leader Predictive Analytics Winter 2025
India Leader Data Visualization Winter 2025
India Leader Analytics Platforms Winter 2025
12
Mode
Analytics Platforms
Mode is an analytics platform that helps data driven teams analyze, visualize, and share data.
Mode is an analytics platform that helps data driven teams analyze, visualize, and share data.
Categories
G2 Awards
Best Analytics Products 2024
Results Leader Embedded Business Intelligence Winter 2025
Europe High performer Embedded Business Intelligence Winter 2025
EMEA High performer Embedded Business Intelligence Winter 2025
Americas High performer Embedded Business Intelligence Winter 2025
Americas Leader Analytics Platforms Winter 2025
Grid High performer Digital Analytics Winter 2025
13
Domo
Analytics Platforms
Domo is an all-in-one platform that helps you achieve better, faster ROI on your AI and data investments. Real-time data integration Connect to over 1,000 data sources, including legacy systems, CRMs, ERPs, and cloud storage platforms like Google BigQuery and Snowflake. Centralize your data whil
Domo is an all-in-one platform that helps you achieve better, faster ROI on your AI and data investments. Real-time data integration Connect to over 1,000 data sources, including legacy systems, CRMs, ERPs, and cloud storage platforms like Google BigQuery and Snowflake. Centralize your data whil
Categories
G2 Awards
Best Analytics Products 2024
Americas Leader Embedded Business Intelligence Winter 2025
Americas Leader Analytics Platforms Winter 2025
Grid Leader Embedded Business Intelligence Winter 2025
Grid Leader Business Intelligence Winter 2025
14
Zoho Analytics
Analytics Platforms
Zoho Analytics (previously, Zoho Reports) is a self-service BI and data analytics software that lets you create visually appealing data visualizations and insightful dashboards in minutes.
Zoho Analytics (previously, Zoho Reports) is a self-service BI and data analytics software that lets you create visually appealing data visualizations and insightful dashboards in minutes.
Categories
G2 Awards
Best Analytics Products 2024
India High performer Embedded Business Intelligence Winter 2025
India Leader Analytics Platforms Winter 2025
Asia Pacific Leader Analytics Platforms Winter 2025
Asia High performer Embedded Business Intelligence Winter 2025
Asia Pacific High performer Embedded Business Intelligence Winter 2025
Asia Leader Analytics Platforms Winter 2025
15
Sigma
Analytics Platforms
Give business teams the freedom to analyze cloud data in real time without limits. Sigma provides the full power of SQL without coding, cloud flexibility, and an intuitive spreadsheet interface.
Give business teams the freedom to analyze cloud data in real time without limits. Sigma provides the full power of SQL without coding, cloud flexibility, and an intuitive spreadsheet interface.
Categories
G2 Awards
Best Analytics Products 2024
Relationship Leader Analytics Platforms Winter 2025
Momentum Leader Embedded Business Intelligence Winter 2025
Relationship Leader Embedded Business Intelligence Winter 2025
Usability Leader Analytics Platforms Winter 2025
Momentum Leader Analytics Platforms Winter 2025
Americas Leader Embedded Business Intelligence Winter 2025
Americas High performer Embedded Business Intelligence Winter 2025
Asia Pacific Leader Analytics Platforms Winter 2025
16
Looker
Analytics Platforms
Looker supports a discovery-driven culture throughout the organization; its web-based data discovery platform provides the power and finesse required by data analysts while empowering business users throughout the organization to find their own answers.
Looker supports a discovery-driven culture throughout the organization; its web-based data discovery platform provides the power and finesse required by data analysts while empowering business users throughout the organization to find their own answers.
Categories
G2 Awards
Best Analytics Products 2024
India Leader Data Visualization Winter 2025
Middle East & Africa Leader Data Visualization Winter 2025
Grid Leader Data Visualization Winter 2025
Southeast Asia Leader Digital Analytics Winter 2025
Southeast Asia Leader Analytics Platforms Winter 2025
Asia Pacific Leader Data Visualization Winter 2025
17
Sisense
Embedded Business Intelligence
Sisense is an end-to-end business analytics software that enables users to easily prepare and analyze complex data, covering the full scope of analysis from data integration to visualization.
Sisense is an end-to-end business analytics software that enables users to easily prepare and analyze complex data, covering the full scope of analysis from data integration to visualization.
Categories
G2 Awards
Best Analytics Products 2024
Canada Leader Embedded Business Intelligence Winter 2025
EMEA Leader Embedded Business Intelligence Winter 2025
Americas Leader Embedded Business Intelligence Winter 2025
Europe Leader Embedded Business Intelligence Winter 2025
Canada Leader Analytics Platforms Winter 2025
EMEA Leader Analytics Platforms Winter 2025
Europe Leader Analytics Platforms Winter 2025
18
ThoughtSpot
Analytics Platforms
ThoughtSpot is the AI-native Intelligence Platform company for the enterprise. With natural language and AI, ThoughtSpot empowers everyone in an organization to ask data questions, get answers, and take action. Code-first for data teams and code-free for business users, ThoughtSpot is intuitive enou
ThoughtSpot is the AI-native Intelligence Platform company for the enterprise. With natural language and AI, ThoughtSpot empowers everyone in an organization to ask data questions, get answers, and take action. Code-first for data teams and code-free for business users, ThoughtSpot is intuitive enou
Categories
G2 Awards
Best Analytics Products 2024
Fastest Growing Products 2024
Americas High performer Embedded Business Intelligence Winter 2025
Grid Leader Embedded Business Intelligence Winter 2025
Americas Leader Embedded Business Intelligence Winter 2025
Asia Pacific High performer Analytics Platforms Winter 2025
Canada High performer Analytics Platforms Winter 2025
Americas Leader Analytics Platforms Winter 2025
19
IBM Watson Studio
Data Science and Machine Learning Platforms
IBM Watson Studio accelerates the machine and deep learning workflows required to infuse AI into your business to drive innovation. It provides a suite of tools for data scientists, application developers and subject matter experts to collaboratively and easily work with data and use that data to bu
IBM Watson Studio accelerates the machine and deep learning workflows required to infuse AI into your business to drive innovation. It provides a suite of tools for data scientists, application developers and subject matter experts to collaboratively and easily work with data and use that data to bu
G2 Awards
Best Analytics Products 2024
Best AI Products 2024
Asia Pacific Leader Text Analysis Winter 2025
Asia Leader Text Analysis Winter 2025
Relationship Leader Predictive Analytics Winter 2025
Americas Leader Data Preparation Winter 2025
Relationship Leader Data Preparation Winter 2025
Grid Leader Data Preparation Winter 2025
Grid Leader Text Analysis Winter 2025
20
GoodData
Embedded Business Intelligence
GoodData is an API-first, cloud-based business intelligence and data analytics platform built to create real-time dashboards and support building of low-code/no-code analytics applications with open APIs.
GoodData is an API-first, cloud-based business intelligence and data analytics platform built to create real-time dashboards and support building of low-code/no-code analytics applications with open APIs.
Categories
G2 Awards
Best Analytics Products 2024
EMEA Leader Embedded Business Intelligence Winter 2025
Europe Leader Embedded Business Intelligence Winter 2025
Americas Leader Embedded Business Intelligence Winter 2025
United Kingdom High performer Embedded Business Intelligence Winter 2025
21
IBM Environmental Intelligence Suite
Sustainability Management
The IBM Environmental Intelligence Suite is an AI-powered SaaS solution that helps business leaders plan for and respond to critical weather and environmental conditions while better understanding and controlling their impact on the planet. Monitor for disruptive environmental conditions such as sev
The IBM Environmental Intelligence Suite is an AI-powered SaaS solution that helps business leaders plan for and respond to critical weather and environmental conditions while better understanding and controlling their impact on the planet. Monitor for disruptive environmental conditions such as sev
Categories
G2 Awards
Best Analytics Products 2024
Momentum Leader Sustainability Management Winter 2025
Grid Leader Data Visualization Winter 2025
Grid Leader Business Intelligence Winter 2025
Momentum Leader Sustainability Management Fall 2024
Grid Leader Data Visualization Fall 2024
Grid Leader Business Intelligence Fall 2024
Momentum Leader Data Visualization Fall 2024
Momentum Leader Sustainability Management Summer 2024
22
Hex
Analytics Platforms
Hex is a platform for collaborative analytics and data science. It combines code notebooks, data apps, and knowledge management, making it easy to use data and share the results.
Hex is a platform for collaborative analytics and data science. It combines code notebooks, data apps, and knowledge management, making it easy to use data and share the results.
Categories
G2 Awards
Best Analytics Products 2024
Fastest Growing Products 2024
Momentum Leader Python Integrated Development Environments (IDE) Winter 2025
Implementation Leader Data Science and Machine Learning Platforms Winter 2025
Implementation Leader Embedded Business Intelligence Winter 2025
Implementation Leader Python Integrated Development Environments (IDE) Winter 2025
23
PopSQL
Database Management Systems (DBMS)
PopSQL is a SQL editor for teams.
PopSQL is a SQL editor for teams.
Categories
G2 Awards
Best Analytics Products 2024
Grid High performer Data Visualization Winter 2025
EMEA High performer Data Visualization Winter 2025
Grid High performer Database Management Systems (DBMS) Winter 2025
Asia High performer Data Visualization Winter 2025
Asia Pacific High performer Data Visualization Winter 2025
Grid High performer Business Intelligence Winter 2025
24
QlikView
Analytics Platforms
The modern analytics era truly began with the launch of QlikView, our classic analytics solution, and the game-changing Associative engine it is built on. It revolutionized the way organizations use data with intuitive visual discovery that put business intelligence in the hands of more people than
The modern analytics era truly began with the launch of QlikView, our classic analytics solution, and the game-changing Associative engine it is built on. It revolutionized the way organizations use data with intuitive visual discovery that put business intelligence in the hands of more people than
Categories
G2 Awards
Best Analytics Products 2024
Latin America High performer Analytics Platforms Fall 2024
Asia High performer Analytics Platforms Fall 2024
Asia Pacific High performer Analytics Platforms Fall 2024
India High performer Analytics Platforms Fall 2024
Americas Leader Analytics Platforms Fall 2024
Asia Pacific Leader Analytics Platforms Fall 2024
Asia Leader Analytics Platforms Fall 2024
Grid Leader Analytics Platforms Fall 2024
25
Oracle Analytics Cloud
Analytics Platforms
Comprehensive suite of enterprise BI and Analytics products, delivering the full range of reporting and analysis capabilities including interactive dashboards.
Comprehensive suite of enterprise BI and Analytics products, delivering the full range of reporting and analysis capabilities including interactive dashboards.
Categories
G2 Awards
Best Analytics Products 2024
Asia Pacific Leader Analytics Platforms Winter 2025
Asia Leader Analytics Platforms Winter 2025
India Leader Analytics Platforms Winter 2025
26
SAS Enterprise Miner
Statistical Analysis
SAS Enterprise Miner is a software provide insights that drive better decision making, it streamline the data mining process to develop models quickly, understand key relationships and find the patterns that matter most.
SAS Enterprise Miner is a software provide insights that drive better decision making, it streamline the data mining process to develop models quickly, understand key relationships and find the patterns that matter most.
Categories
G2 Awards
Best Analytics Products 2024
Momentum Leader Statistical Analysis Summer 2024
27
SAP HANA Cloud
Relational Databases
SAP HANA Cloud is the cloud-native data foundation of SAP Business Technology Platform, it stores, processes and analyzes data in real time at petabyte scale and converges multiple data types in a single system while managing it more efficiently with integrated multitier storage.
SAP HANA Cloud is the cloud-native data foundation of SAP Business Technology Platform, it stores, processes and analyzes data in real time at petabyte scale and converges multiple data types in a single system while managing it more efficiently with integrated multitier storage.
Categories
G2 Awards
Best Analytics Products 2024
Grid Leader Data Virtualization Winter 2025
Asia Leader Data Virtualization Winter 2025
Asia Pacific Leader Data Virtualization Winter 2025
India Leader Data Virtualization Winter 2025
Momentum Leader Data Virtualization Winter 2025
Grid Leader Text Analysis Winter 2025
Asia Leader Data Visualization Winter 2025
28
Epsilon3
Standard Operating Procedures
Software for complex engineering, testing, and operational procedures. At Epsilon3, we modernize space missions and complex engineering and testing by building the industry standard of operational software. We are a team of engineering and design leaders from Northrop, Google, and SpaceX, whe
Software for complex engineering, testing, and operational procedures. At Epsilon3, we modernize space missions and complex engineering and testing by building the industry standard of operational software. We are a team of engineering and design leaders from Northrop, Google, and SpaceX, whe
Categories
G2 Awards
Best Content Management Products 2024
Best Analytics Products 2024
Momentum Leader Systems Engineering And MBSE Winter 2025
Grid High performer Systems Engineering And MBSE Winter 2025
Relationship Leader Systems Engineering And MBSE Winter 2025
Europe High performer Work Instructions Winter 2025
Grid High performer Time Series Intelligence Winter 2025
Grid High performer Work Instructions Winter 2025
EMEA High performer Work Instructions Winter 2025
29
Bold BI
Analytics Platforms
Bold BI is an analytics platform designed from the ground up to be embedded. No compromises. No shortcuts. Enrich your applications with sophisticated analytics, visualizations, and dashboards.
Bold BI is an analytics platform designed from the ground up to be embedded. No compromises. No shortcuts. Enrich your applications with sophisticated analytics, visualizations, and dashboards.
Categories
G2 Awards
Best Analytics Products 2024
30
Yellowfin BI
Analytics Platforms
Yellowfin helps clients solve problems with data and increase the performance of their business
Yellowfin helps clients solve problems with data and increase the performance of their business
Categories
G2 Awards
Best Analytics Products 2024
Australia High performer Analytics Platforms Winter 2025
ANZ High performer Analytics Platforms Winter 2025
United Kingdom High performer Embedded Business Intelligence Winter 2025
31
Canva
Display Ad Design
Canva is an online design and publishing platform that provides user friendly design tools for non-designers.
Canva is an online design and publishing platform that provides user friendly design tools for non-designers.
Categories
G2 Awards
Best Design Products 2024
Best Analytics Products 2024
Fastest Growing Products 2024
Usability Leader Desktop Publishing Winter 2025
Usability Leader Data Visualization Winter 2025
Europe Leader Display Ad Design Winter 2025
Usability Leader Business Intelligence Winter 2025
Results Leader Print Fulfillment Services Winter 2025
32
Microsoft Bing Web Search API
Enterprise Search Software
Microsoft Bing Web Search API is a service that retrieve web documents indexed by Bing and narrow down the results by result type, freshness and more, it bring intelligent search to apps and harness the ability to comb billions of webpages, images, videos, and news with a single API call.
Microsoft Bing Web Search API is a service that retrieve web documents indexed by Bing and narrow down the results by result type, freshness and more, it bring intelligent search to apps and harness the ability to comb billions of webpages, images, videos, and news with a single API call.
Categories
G2 Awards
Best Analytics Products 2024
Asia Pacific Leader Enterprise Search Software Winter 2025
Grid Leader Enterprise Search Software Winter 2025
Asia Leader Enterprise Search Software Winter 2025
India Leader Enterprise Search Software Winter 2025
33
Microsoft Power BI
Analytics Platforms
Power BI Desktop is part of the Power BI product suite. Use Power BI Desktop to create and distribute BI content. To monitor key data and share dashboards and reports, use the Power BI web service. To view and interact with your data on any mobile device, get the Power BI Mobile app on the AppStore,
Power BI Desktop is part of the Power BI product suite. Use Power BI Desktop to create and distribute BI content. To monitor key data and share dashboards and reports, use the Power BI web service. To view and interact with your data on any mobile device, get the Power BI Mobile app on the AppStore,
Categories
G2 Awards
Best Analytics Products 2024
Middle East & Africa Leader Analytics Platforms Winter 2025
Europe Leader Analytics Platforms Winter 2025
Latin America Leader Analytics Platforms Winter 2025
United Kingdom Leader Analytics Platforms Winter 2025
Results Leader Analytics Platforms Winter 2025
EMEA Leader Analytics Platforms Winter 2025
34
Azure Analysis Services
Other Analytics
Azure Analysis Services integrates with many Azure services enabling you to build sophisticated analytics solutions.Its integration with Azure Active Directory provides secure, role-based access to your critical data.
Azure Analysis Services integrates with many Azure services enabling you to build sophisticated analytics solutions.Its integration with Azure Active Directory provides secure, role-based access to your critical data.
Categories
G2 Awards
Best Analytics Products 2024
35
MongoDB Atlas
Database as a Service (DBaaS)
MongoDB Atlas empowers innovators to create, transform, and disrupt industries by unleashing the power of software and data.
MongoDB Atlas empowers innovators to create, transform, and disrupt industries by unleashing the power of software and data.
Categories
G2 Awards
Best Analytics Products 2024
Relationship Leader Document Databases Winter 2025
Usability Leader Document Databases Winter 2025
Momentum Leader Document Databases Winter 2025
Momentum Leader Database as a Service (DBaaS) Winter 2025
Asia Leader Data Visualization Winter 2025
36
Google Earth Engine
Location Intelligence
Earth Engine Public and private sector leaders can improve operations to become more sustainable by sourcing raw materials more responsibly and by analyzing and mitigating climate risks to their organizations. If you would like to start using Earth Engine, click Get started.
Earth Engine Public and private sector leaders can improve operations to become more sustainable by sourcing raw materials more responsibly and by analyzing and mitigating climate risks to their organizations. If you would like to start using Earth Engine, click Get started.
Categories
G2 Awards
Best Analytics Products 2024
Asia Pacific Leader Location Intelligence Winter 2025
Grid Leader Location Intelligence Winter 2025
Asia Leader Location Intelligence Winter 2025
India Leader Location Intelligence Winter 2025
Americas Leader Location Intelligence Winter 2025
37
IBM SPSS Statistics
Statistical Analysis
IBM SPSS Statistics is an integrated family of products that addresses the entire analytical process, from planning to data collection to analysis, reporting and deployment.
IBM SPSS Statistics is an integrated family of products that addresses the entire analytical process, from planning to data collection to analysis, reporting and deployment.
Categories
G2 Awards
Best Analytics Products 2024
Asia Pacific Leader Statistical Analysis Winter 2025
Grid Leader Statistical Analysis Winter 2025
Relationship Leader Statistical Analysis Winter 2025
Usability Leader Statistical Analysis Winter 2025
Implementation Leader Statistical Analysis Winter 2025
Asia Leader Statistical Analysis Winter 2025
38
Google Places
Location Intelligence
Help users discover the world with rich details for over 100 million points of interest
Help users discover the world with rich details for over 100 million points of interest
Categories
G2 Awards
Best CAD & PLM Products 2024
Best Analytics Products 2024
EMEA Leader Location Intelligence Summer 2024
Implementation Leader GIS Summer 2024
Asia Leader GIS Summer 2024
Grid Leader Location Intelligence Summer 2024
India Leader GIS Summer 2024
39
Google Cloud Natural Language API
Natural Language Understanding (NLU)
Google Cloud’s Natural Language API helps developers unlock natural language understanding features including sentiment analysis, entity analysis, entity sentiment analysis, content classification, & syntax analysis. We incorporate the best of Google’s technology and research into our API, including
Google Cloud’s Natural Language API helps developers unlock natural language understanding features including sentiment analysis, entity analysis, entity sentiment analysis, content classification, & syntax analysis. We incorporate the best of Google’s technology and research into our API, including
Categories
G2 Awards
Best Analytics Products 2024
Usability Leader Natural Language Processing (NLP) Winter 2025
Grid Leader Text Analysis Winter 2025
India Leader Text Analysis Winter 2025
Usability Leader Natural Language Understanding (NLU) Winter 2025
Asia Pacific Leader Text Analysis Winter 2025
40
Google Cloud Interference API
Time Series Intelligence
Quickly run large-scale correlations over typed time-series datasets.
Quickly run large-scale correlations over typed time-series datasets.
Categories
G2 Awards
Best Analytics Products 2024
Grid Leader Time Series Intelligence Winter 2025
India Leader Time Series Intelligence Winter 2025
Asia Leader Time Series Intelligence Winter 2025
Asia Pacific Leader Time Series Intelligence Winter 2025
Grid Leader Time Series Intelligence Fall 2024
India Leader Time Series Intelligence Fall 2024
41
AWS Glue
ETL Tools
AWS Glue is a fully managed extract, transform, and load (ETL) service designed to make it easy for customers to prepare and load their data for analytics.
AWS Glue is a fully managed extract, transform, and load (ETL) service designed to make it easy for customers to prepare and load their data for analytics.
Categories
G2 Awards
Best IT Infrastructure Products 2024
Best Analytics Products 2024
Asia Leader Data Virtualization Winter 2025
Grid Leader Data Virtualization Winter 2025
India Leader Data Replication Winter 2025
Asia Pacific Leader Data Replication Winter 2025
Grid Leader Machine Learning Data Catalog Winter 2025
Asia Pacific Leader Data Virtualization Winter 2025
India Leader Data Virtualization Winter 2025
42
Amazon Comprehend
Natural Language Understanding (NLU)
Amazon Comprehend is a natural language processing (NLP) service that uses machine learning to find insights and relationships in text. Amazon Comprehend identifies the language of the text; extracts key phrases, places, people, brands, or events; understands how positive or negative the text is; an
Amazon Comprehend is a natural language processing (NLP) service that uses machine learning to find insights and relationships in text. Amazon Comprehend identifies the language of the text; extracts key phrases, places, people, brands, or events; understands how positive or negative the text is; an
Categories
G2 Awards
Best Analytics Products 2024
Grid Leader Text Analysis Winter 2025
Grid Leader Natural Language Understanding (NLU) Winter 2025
Asia Leader Text Analysis Fall 2024
Grid Leader Text Analysis Fall 2024
Asia Pacific Leader Text Analysis Fall 2024
Momentum Leader Natural Language Understanding (NLU) Fall 2024
43
Microsoft Power BI Embedded
Embedded Business Intelligence
Power BI Embedded lets you create data visualizations against your application data in Power BI Desktop—without writing any code. Easily explore your application data through a freeform, drag-and-drop canvas and produce rich data models using formulas and relationships.
Power BI Embedded lets you create data visualizations against your application data in Power BI Desktop—without writing any code. Easily explore your application data through a freeform, drag-and-drop canvas and produce rich data models using formulas and relationships.
Categories
G2 Awards
Best Analytics Products 2024
Asia Pacific Leader Embedded Business Intelligence Winter 2025
Asia Leader Embedded Business Intelligence Winter 2025
India Leader Embedded Business Intelligence Winter 2025
Grid Leader Embedded Business Intelligence Winter 2025
44
Adobe Analytics
Digital Analytics
Adobe Analytics helps you create a holistic view of your business by turning customer interactions into actionable insights. With intuitive and interactive dashboards and reports, you can sift, sort, and share real-time information to provide insights you can use to identify problems and opportuniti
Adobe Analytics helps you create a holistic view of your business by turning customer interactions into actionable insights. With intuitive and interactive dashboards and reports, you can sift, sort, and share real-time information to provide insights you can use to identify problems and opportuniti
Categories
G2 Awards
Best Analytics Products 2024
India Leader Digital Analytics Winter 2025
Asia Pacific Leader Digital Analytics Winter 2025
Asia Leader Digital Analytics Winter 2025
India Leader Predictive Analytics Winter 2025
Asia Pacific Leader Predictive Analytics Winter 2025
Asia Leader Predictive Analytics Winter 2025
45
SAP Crystal Reports
Data Visualization
With SAP Crystal, you can create powerful, richly formatted, dynamic reports from virtually any data source, delivered in dozens of formats, in up to 24 languages.
With SAP Crystal, you can create powerful, richly formatted, dynamic reports from virtually any data source, delivered in dozens of formats, in up to 24 languages.
Categories
G2 Awards
Best Analytics Products 2024
Implementation Leader Data Visualization Winter 2025
India Leader Data Visualization Winter 2025
Asia Leader Data Visualization Winter 2025
Asia Pacific Leader Data Visualization Winter 2025
Implementation Leader Business Intelligence Winter 2025
Grid Leader Data Visualization Winter 2025
46
Looker Studio
Data Visualization
Google Data Studio (beta) turns your data into informative dashboards and reports that are easy to read, easy to share, and fully customizable. Start telling great stories with your data and make better business decisions.
Google Data Studio (beta) turns your data into informative dashboards and reports that are easy to read, easy to share, and fully customizable. Start telling great stories with your data and make better business decisions.
Categories
G2 Awards
Best Analytics Products 2024
Latin America Leader Data Visualization Winter 2025
Europe Leader Data Visualization Winter 2025
EMEA Leader Data Visualization Winter 2025
Grid Leader Data Visualization Winter 2025
Asia Leader Data Visualization Winter 2025
47
Noteable
Analytics Platforms
Work with data the way you want. Meet Noteable, the collaborative notebook experience that goes beyond silos and breaks down barriers for your data teams.
Work with data the way you want. Meet Noteable, the collaborative notebook experience that goes beyond silos and breaks down barriers for your data teams.
Categories
G2 Awards
Best Analytics Products 2024
Relationship Leader Analytics Platforms Winter 2025
Europe High performer Python Integrated Development Environments (IDE) Winter 2025
EMEA High performer Python Integrated Development Environments (IDE) Winter 2025
Latin America High performer Integrated Development Environments (IDE) Winter 2025
ANZ High performer Analytics Platforms Winter 2025
Middle East & Africa High performer Analytics Platforms Winter 2025
48
Google Cloud BigQuery
Data Warehouse
Analyze Big Data in the cloud with BigQuery. Run fast, SQL-like queries against multi-terabyte datasets in seconds. Scalable and easy to use, BigQuery gives you real-time insights about your data.
Analyze Big Data in the cloud with BigQuery. Run fast, SQL-like queries against multi-terabyte datasets in seconds. Scalable and easy to use, BigQuery gives you real-time insights about your data.
Categories
G2 Awards
Best IT Infrastructure Products 2024
Best Analytics Products 2024
India Leader Big Data Processing and Distribution Winter 2025
Asia Leader Big Data Analytics Winter 2025
Asia Leader Big Data Processing and Distribution Winter 2025
Europe Leader Big Data Analytics Winter 2025
Momentum Leader Columnar Databases Winter 2025
Relationship Leader Big Data Processing and Distribution Winter 2025
Europe Leader Data Warehouse Winter 2025
49
Salesforce Maps
Field Sales
Leading Location Intelligence Tool for Salesforce | Leverage mapping and optimization technologies to maximize the productivity of sales and service resources.
Leading Location Intelligence Tool for Salesforce | Leverage mapping and optimization technologies to maximize the productivity of sales and service resources.
Categories
G2 Awards
Best Analytics Products 2024
Results Leader Location Intelligence Winter 2025
Grid Leader Field Sales Winter 2025
Relationship Leader Location Intelligence Winter 2025
Americas Leader Location Intelligence Winter 2025
Grid Leader Location Intelligence Winter 2025
Grid Leader Route Planning Winter 2025
50
MyAnalytics
Other Analytics
Work smarter with personal productivity insights in Microsoft 365.
Work smarter with personal productivity insights in Microsoft 365.
Categories
G2 Awards
Best Analytics Products 2024
FAQs
What are the G2 Best Software Awards?
G2’s Annual Best Software Awards rank the world’s best software companies and products based on authentic, timely reviews from real users.
How are the winners determined?
More than 30 different lists are generated using G2’s proprietary algorithm based on G2’s verified user reviews and publicly available market presence data. The top 100 software companies are ranked based on a combination of Satisfaction and Market Presence scores. The top 100 products are ranked based on reviews across all categories in which they are a part. Satisfaction is an aggregate score based on a company’s products across their assigned categories. More tailored company and product lists (e.g., "India Software Companies" and "Products for Small Businesses") feature a smaller set of winners at 25 or 50 appearing on each list.
Read more about the methodology used to calculate G2’s Best Software Awards here.
How many reviews does a vendor need to be eligible?
To be included in one of G2’s Best Software Sellers or Best Software Products Lists, a software company must receive at least 50 approved reviews in aggregate across all of its G2-listed products during the 2023 calendar year. Reviews must have been submitted by Dec. 31, 2023 to impact Best Software eligibility and rankings. Scores reflect only data from reviews submitted during this evaluation period.
How are the Best Software Awards different from quarterly badge lists?
For G2’s annual Best Software Awards, the scores reflect reviews submitted in the evaluation period - in this case, the calendar year 2023. Other G2 reports might include more or less data which would potentially show different rankings for software companies and products.
Read more about G2’s research scoring methodologies.
Can software sellers and products win multiple awards?
Yes. A software seller and/or product has the potential to be named on multiple lists based on its eligibility and rankings.
How are reviews verified and vetted?
It is important to us at G2 to be objective and trustworthy, with reviews being thoroughly vetted. To ensure this, we require the use of a LinkedIn™ account or verified business email address to validate a G2 reviewer’s identity and current employer. We also validate reviewers by partnering with companies to securely authenticate users through select platforms. We do not allow users to leave reviews for their current employers, former employers, or competitors.
For more information on the reviews process, view G2’s community guidelines.
Were G2’s 2024 Best Software Lists researched and published using the same methodology and criteria as past years? If not, what is new?
Eligibility criteria and methodology have remained unchanged from last year. Being eligible, of course, does not guarantee inclusion on a list.
We did, however, add net-new lists in 2024 for:
Companies:
APAC Software Companies
Products:
Rookies of the Year
Best Products for Professionals in Analytics (this was previously combined with AI)
Best Products for Professionals in AI (this was previously combined with Analytics)
Best Products for Professionals in Education
