Best Data Analytics Software Products
2025
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 2025 list of the Best Data Analytics Software Products
We are excited to share our 2025 Best Data Analytics Software list. Based on honest reviews and ratings from our G2 users this year, this list features the best analytics tools and data analysis software found on G2. Top analytics software vendors include: Amazon Web Services (AWS), Microsoft, and Google.
Check out our FAQs to learn more.
Award-Winning Best Data Analytics Software Product Categories Include:
Best Software by Function / Analytics Products
Out of 2,479 total products in this category, and 968 that were eligible for the 2025 Best Software Awards, here are the 50 best software products. When looking at this year’s winners, 23 remained on the list from last year, while 27 are new entrants — representing a 54% change on this list since the 2024 Best Software Awards.
1
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 Software Products 2025
Best Global Sellers 2025
Best Software Products 2025
EMEA Leader Embedded Business Intelligence Winter 2026
India Leader Embedded Business Intelligence Winter 2026
United Kingdom Leader Analytics Platforms Winter 2026
Asia Pacific Leader Embedded Business Intelligence Winter 2026
United Kingdom Leader Embedded Business Intelligence Winter 2026
Europe Leader Embedded Business Intelligence Winter 2026
2
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 Global Sellers 2025
Best Analytics Software Products 2025
Best Software Products 2025
Latin America Leader Analytics Platforms Winter 2026
Momentum Leader Analytics Platforms Winter 2026
Grid Leader Analytics Platforms Winter 2026
India Leader Analytics Platforms Winter 2026
Usability Leader Analytics Platforms Winter 2026
3
Google Cloud Scheduler
Other Analytics
Cloud Scheduler Fully managed cron job service.
Cloud Scheduler Fully managed cron job service.
Categories
G2 Awards
Best Analytics Software Products 2025
Best Global Sellers 2025
4
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 Software Products 2025
Best Global Sellers 2025
India Leader Data Visualization Winter 2026
Asia Pacific Leader Data Visualization Winter 2026
Southeast Asia Leader Analytics Platforms Winter 2026
Grid Leader Data Visualization Winter 2026
Asia Leader Data Visualization Winter 2026
5
NVIDIA cuOpt
Other Analytics
NVIDIA® cuOpt™ optimizes operations by enabling better, faster decisions with accelerated computing. cuOpt helps teams solve complex routing problems with multiple constraints and delivers new capabilities such as dynamic rerouting, horizontal load-balancing, and robotic simulations, with subsecond
NVIDIA® cuOpt™ optimizes operations by enabling better, faster decisions with accelerated computing. cuOpt helps teams solve complex routing problems with multiple constraints and delivers new capabilities such as dynamic rerouting, horizontal load-balancing, and robotic simulations, with subsecond
Categories
G2 Awards
Best Analytics Software Products 2025
6
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 Software Products 2025
Best Global Sellers 2025
Relationship Leader Embedded Business Intelligence Winter 2026
Relationship Leader Predictive Analytics Winter 2026
Relationship Leader Data Preparation Winter 2026
Relationship Leader Business Intelligence Winter 2026
Canada Leader Analytics Platforms Winter 2026
Grid Leader Embedded Business Intelligence Winter 2026
Americas Leader Analytics Platforms Winter 2026
7
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 Software Products 2025
Best Global Sellers 2025
India Leader Enterprise Search Software Winter 2026
Asia Leader Enterprise Search Software Winter 2026
Asia Pacific Leader Enterprise Search Software Winter 2026
Grid Leader Enterprise Search Software Winter 2026
8
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 Global Sellers 2025
Best Analytics Software Products 2025
Asia Pacific Leader Embedded Business Intelligence Winter 2026
Asia Leader Analytics Platforms Winter 2026
Asia Pacific Leader Analytics Platforms Winter 2026
India Leader Analytics Platforms Winter 2026
India Leader Embedded Business Intelligence Winter 2026
Asia Leader Embedded Business Intelligence Winter 2026
9
Google Cloud Telecom Subscriber Insights
Other Analytics
Google Cloud's Telecom Subscriber Insights is an AI-powered solution designed to help Communication Service Providers enhance subscriber acquisition, engagement, and retention. By ingesting data from various sources, it creates predictive models and uses artificial intelligence to recommend personal
Google Cloud's Telecom Subscriber Insights is an AI-powered solution designed to help Communication Service Providers enhance subscriber acquisition, engagement, and retention. By ingesting data from various sources, it creates predictive models and uses artificial intelligence to recommend personal
Categories
G2 Awards
Best Analytics Software Products 2025
Best Global Sellers 2025
10
Domo
Analytics Platforms
Domo is a cloud-native data experience platform that empowers organizations to connect, visualize, and analyze data from diverse sources in real-time. Designed for both technical and non-technical users, Domo facilitates data-driven decision-making across all levels of an organization by providing i
Domo is a cloud-native data experience platform that empowers organizations to connect, visualize, and analyze data from diverse sources in real-time. Designed for both technical and non-technical users, Domo facilitates data-driven decision-making across all levels of an organization by providing i
Categories
G2 Awards
Best Analytics Software Products 2025
Implementation Leader Data Science and Machine Learning Platforms Winter 2026
Grid Leader Data Governance Winter 2026
Americas Leader Data Preparation Winter 2026
Americas Leader Embedded Business Intelligence Winter 2026
11
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 Global Sellers 2025
Best Analytics Software Products 2025
India Leader Statistical Analysis Winter 2026
Asia Pacific Leader Statistical Analysis Winter 2026
Asia Leader Statistical Analysis Winter 2026
Grid Leader Statistical Analysis Winter 2026
Momentum Leader Statistical Analysis Winter 2026
12
Azure AI Search
Enterprise Search Software
Deliver accurate, hyper-personalized responses in your Gen AI applications
Deliver accurate, hyper-personalized responses in your Gen AI applications
Categories
G2 Awards
Best Analytics Software Products 2025
Best Global Sellers 2025
Asia Leader Enterprise Search Software Winter 2026
India Leader Enterprise Search Software Winter 2026
Asia Pacific Leader Enterprise Search Software Winter 2026
Results Leader Enterprise Search Software Winter 2026
India Leader Enterprise Search Software Fall 2025
Asia Leader Enterprise Search Software Fall 2025
Asia Pacific Leader Enterprise Search Software Fall 2025
Implementation Leader Enterprise Search Software Fall 2025
13
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 Software Products 2025
Best Global Sellers 2025
Best AI Software Products 2025
Asia Pacific Leader Text Analysis Winter 2026
India Leader Text Analysis Winter 2026
Asia Leader Text Analysis Winter 2026
Grid Leader Text Analysis Winter 2026
Asia Pacific Leader Natural Language Understanding (NLU) Winter 2026
14
Oracle Netsuite Analytics
Embedded Business Intelligence
Oracle NetSuite Analytics is a comprehensive business intelligence solution that provides real-time visibility into a company's operational and financial performance across all business functions. By integrating prebuilt, customizable reports with role-based dashboards and key performance indicators
Oracle NetSuite Analytics is a comprehensive business intelligence solution that provides real-time visibility into a company's operational and financial performance across all business functions. By integrating prebuilt, customizable reports with role-based dashboards and key performance indicators
Categories
G2 Awards
Best Global Sellers 2025
Best Analytics Software Products 2025
India Leader Embedded Business Intelligence Winter 2026
Asia Leader Embedded Business Intelligence Winter 2026
Asia Pacific Leader Embedded Business Intelligence Winter 2026
India Leader Embedded Business Intelligence Fall 2025
Asia Leader Embedded Business Intelligence Fall 2025
Asia Pacific Leader Embedded Business Intelligence Fall 2025
Grid Leader Embedded Business Intelligence Fall 2025
15
DroneDeploy
Drone Analytics
DroneDeploy is a cloud-based drone mapping software that helps businesses solve critical problems, fast. The platform offers a powerful range of products that enables its customers to easily collect and analyze aerial data using any type of drone.
DroneDeploy is a cloud-based drone mapping software that helps businesses solve critical problems, fast. The platform offers a powerful range of products that enables its customers to easily collect and analyze aerial data using any type of drone.
Categories
G2 Awards
Best Analytics Software Products 2025
Momentum Leader Drone Analytics Winter 2026
Grid Leader Drone Analytics Winter 2026
Grid High performer Jobsite Management Winter 2026
Relationship Leader Jobsite Management Winter 2026
Grid High performer Autodesk Construction Cloud Integration Partners Winter 2026
Results Leader Autodesk Construction Cloud Integration Partners Winter 2026
Grid Leader Jobsite Management Winter 2026
16
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 Software Products 2025
Best Global Sellers 2025
Asia Leader Predictive Analytics Winter 2026
Americas Leader Embedded Business Intelligence Winter 2026
Asia Pacific Leader Predictive Analytics Winter 2026
Grid Leader Predictive Analytics Winter 2026
Asia Leader Embedded Business Intelligence Winter 2026
Asia Pacific Leader Embedded Business Intelligence Winter 2026
India Leader Predictive Analytics Winter 2026
17
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 Software Products 2025
Best Global Sellers 2025
Asia Pacific Leader Embedded Business Intelligence Winter 2026
India Leader Embedded Business Intelligence Winter 2026
Asia Leader Embedded Business Intelligence Winter 2026
Grid Leader Embedded Business Intelligence Winter 2026
Grid Leader Business Intelligence Winter 2026
18
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 Global Sellers 2025
Best Analytics Software Products 2025
Canada Leader Data Visualization Winter 2026
India Leader Data Visualization Winter 2026
Asia Leader Data Visualization Winter 2026
Asia Pacific Leader Data Visualization Winter 2026
Grid Leader Data Visualization Winter 2026
19
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 Software Products 2025
Canada High performer Embedded Business Intelligence Winter 2026
United Kingdom Leader Embedded Business Intelligence Winter 2026
EMEA Leader Embedded Business Intelligence Winter 2026
Canada Leader Analytics Platforms Winter 2026
Americas Leader Embedded Business Intelligence Winter 2026
Canada High performer Analytics Platforms Winter 2026
India High performer Embedded Business Intelligence Winter 2026
Europe High performer Analytics Platforms Winter 2026
20
Fusion ERP Analytics
Other Analytics
Oracle Fusion ERP Analytics is a prebuilt cloud native analytics solution for Oracle Fusion Cloud ERP that helps finance, procurement, and project professionals uncover the underlying drivers of profitability, improve the use of working capital, and control business expenditures.
Oracle Fusion ERP Analytics is a prebuilt cloud native analytics solution for Oracle Fusion Cloud ERP that helps finance, procurement, and project professionals uncover the underlying drivers of profitability, improve the use of working capital, and control business expenditures.
Categories
G2 Awards
Best Global Sellers 2025
Best Analytics Software Products 2025
21
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 Software Products 2025
Usability Leader Data Preparation Winter 2026
Results Leader Data Preparation Winter 2026
Results Leader Data Science and Machine Learning Platforms Winter 2026
Usability Leader Data Science and Machine Learning Platforms Winter 2026
EMEA Leader Big Data Integration Platforms Winter 2026
22
Fusion CX Analytics
Other Analytics
Oracle Fusion CX Analytics helps organizations achieve their full revenue potential by combining sales, marketing, and service data in a unified analytics solution.
Oracle Fusion CX Analytics helps organizations achieve their full revenue potential by combining sales, marketing, and service data in a unified analytics solution.
Categories
G2 Awards
Best Analytics Software Products 2025
Best Global Sellers 2025
23
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 Global Sellers 2025
Best Analytics Software Products 2025
24
IBM Business Analytics Enterprise
Analytics Platforms
IBM® Business Analytics Enterprise provides a single entry no-code content hub to discover, personalize and recommend business analytics content among multiple vendors. It's an analytics platform that combines predictive analytics, reporting, data analytics and data integration capabilities natively
IBM® Business Analytics Enterprise provides a single entry no-code content hub to discover, personalize and recommend business analytics content among multiple vendors. It's an analytics platform that combines predictive analytics, reporting, data analytics and data integration capabilities natively
Categories
G2 Awards
Best Analytics Software Products 2025
Best Global Sellers 2025
25
GoodData
Semantic Layer Tools
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 Software Products 2025
Americas Leader Embedded Business Intelligence Winter 2026
Relationship Leader Embedded Business Intelligence Winter 2026
Grid Leader Embedded Business Intelligence Winter 2026
Grid Leader Business Intelligence Winter 2026
EMEA Leader Embedded Business Intelligence Winter 2026
Europe Leader Embedded Business Intelligence Winter 2026
Americas Leader Analytics Platforms Winter 2026
26
Salesforce CRM Analytics (formerly Tableau CRM)
Analytics Platforms
Business intelligence software for the everyday business user. Unlock the power of your Salesforce data with Wave Analytics.
Business intelligence software for the everyday business user. Unlock the power of your Salesforce data with Wave Analytics.
Categories
G2 Awards
Best Global Sellers 2025
Best Analytics Software Products 2025
Southeast Asia Leader Analytics Platforms Summer 2025
Grid Leader Revenue Operations & Intelligence (RO&I) Summer 2025
India Leader Revenue Operations & Intelligence (RO&I) Summer 2025
Asia Pacific Leader Revenue Operations & Intelligence (RO&I) Summer 2025
Asia Leader Revenue Operations & Intelligence (RO&I) Summer 2025
Grid Leader Predictive Analytics Summer 2025
27
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 Software Products 2025
Relationship Leader Analytics Platforms Winter 2026
Africa High performer Analytics Platforms Winter 2026
Middle East & Africa High performer Analytics Platforms Winter 2026
28
Jaspersoft
Embedded Business Intelligence
Jaspersoft provides developers and business users the ability to connect, create, embed, and distribute highly interactive, pixel perfect reports, ad hoc reports, dashboards, and analytics into their applications to enhance the end-user experience. These tools give Jaspersoft’s over 1,100 customers
Jaspersoft provides developers and business users the ability to connect, create, embed, and distribute highly interactive, pixel perfect reports, ad hoc reports, dashboards, and analytics into their applications to enhance the end-user experience. These tools give Jaspersoft’s over 1,100 customers
Categories
G2 Awards
Best Analytics Software Products 2025
Europe Leader Embedded Business Intelligence Winter 2026
Asia Leader Embedded Business Intelligence Winter 2026
EMEA Leader Embedded Business Intelligence Winter 2026
India Leader Embedded Business Intelligence Winter 2026
Asia Pacific Leader Embedded Business Intelligence Winter 2026
29
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 Software Products 2025
Relationship Leader Embedded Business Intelligence Winter 2026
Momentum Leader Embedded Business Intelligence Winter 2026
Momentum Leader Analytics Platforms Winter 2026
Americas Leader Embedded Business Intelligence Winter 2026
Grid Leader Analytics Platforms Winter 2026
India High performer Embedded Business Intelligence Winter 2026
Americas Leader Analytics Platforms Winter 2026
30
Elevate AI
Other Analytics
Elevate AI reads emotions in your video calls, providing valuable insights and enhancing communication.
Elevate AI reads emotions in your video calls, providing valuable insights and enhancing communication.
Categories
G2 Awards
Rookies of the Year 2025
Best Analytics Software Products 2025
31
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 Software Products 2025
Europe Leader Embedded Business Intelligence Winter 2026
EMEA Leader Embedded Business Intelligence Winter 2026
Americas High performer Embedded Business Intelligence Winter 2026
Relationship Leader Embedded Business Intelligence Winter 2026
EMEA High performer Analytics Platforms Winter 2026
EMEA Leader Digital Analytics Winter 2026
Americas Leader Embedded Business Intelligence Winter 2026
Canada High performer Analytics Platforms Winter 2026
32
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 Software Products 2025
Best Fastest Growing Products 2025
Momentum Leader Python Integrated Development Environments (IDE) Winter 2026
Implementation Leader Data Science and Machine Learning Platforms Winter 2026
Implementation Leader Python Integrated Development Environments (IDE) Winter 2026
33
Logi Symphony
Embedded Business Intelligence
Modern BI Software to Augment Any Application With Analytics.
Modern BI Software to Augment Any Application With Analytics.
Categories
G2 Awards
Best Analytics Software Products 2025
India High performer Embedded Business Intelligence Winter 2026
Asia High performer Embedded Business Intelligence Winter 2026
Asia Pacific High performer Embedded Business Intelligence Winter 2026
Americas High performer Embedded Business Intelligence Winter 2026
India Leader Embedded Business Intelligence Winter 2026
34
Microsoft SQL Server Integration Services to Alation
AWS Marketplace
Shows the lineage between Table to File, File to Table and Table to Table of Microsoft SQL Server Integration Services jobs in Alation.
Shows the lineage between Table to File, File to Table and Table to Table of Microsoft SQL Server Integration Services jobs in Alation.
Categories
G2 Awards
Best Analytics Software Products 2025
35
Mimicpc
Other Analytics
MimicPC is an AI-powered platform that allows users to run popular open-source AI applications directly in their browser, without need for expensive hardware or extensive technical knowledge.It offers cloud-based workspaces where users can access and manage AI models efficiently.MimicPC facilitates
MimicPC is an AI-powered platform that allows users to run popular open-source AI applications directly in their browser, without need for expensive hardware or extensive technical knowledge.It offers cloud-based workspaces where users can access and manage AI models efficiently.MimicPC facilitates
Categories
G2 Awards
Best Analytics Software Products 2025
36
SearchUnify Cognitive Search
Enterprise Search Software
SearchUnify is an enterprise search solution that provides rich insights & relevant search results, thus making you a self-service leader.
SearchUnify is an enterprise search solution that provides rich insights & relevant search results, thus making you a self-service leader.
Categories
G2 Awards
Best India Sellers 2025
Best Analytics Software Products 2025
Grid Leader Enterprise Search Software Winter 2026
Momentum Leader Enterprise Search Software Winter 2026
Grid Leader Enterprise Search Software Fall 2025
Relationship Leader Enterprise Search Software Fall 2025
Momentum Leader Enterprise Search Software Fall 2025
37
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 Software Products 2025
Best German Sellers 2025
Asia Pacific Leader Data Visualization Winter 2026
Best EMEA Sellers 2025
Asia Leader Data Visualization Winter 2026
Best Global Sellers 2025
India Leader Data Visualization Winter 2026
Implementation Leader Data Visualization Fall 2025
Asia Pacific Leader Data Visualization Fall 2025
38
SAS/QC
Other Analytics
SAS/QC software provides a wide range of specialized tools that will help you improve products, optimize processes and increase levels of customer satisfaction. It includes tools for process management as well as process control.
SAS/QC software provides a wide range of specialized tools that will help you improve products, optimize processes and increase levels of customer satisfaction. It includes tools for process management as well as process control.
Categories
G2 Awards
Best Global Sellers 2025
Best Analytics Software Products 2025
39
Bing Custom Search API
Site Search Software
Azure Bing Custom Search is an easy-to-use, ad-free custom search tool that lets you deliver the search results you want. Bing Custom Search allows you to select the slices of the web that you want to search over and control the ranking when searching over your targeted web space.
Azure Bing Custom Search is an easy-to-use, ad-free custom search tool that lets you deliver the search results you want. Bing Custom Search allows you to select the slices of the web that you want to search over and control the ranking when searching over your targeted web space.
Categories
G2 Awards
Best Analytics Software Products 2025
Best Global Sellers 2025
Implementation Leader Site Search Software Winter 2026
India Leader Enterprise Search Software Fall 2025
India Leader Enterprise Search Software Summer 2025
Asia Leader Enterprise Search Software Spring 2025
40
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 Software Products 2025
Best Global Sellers 2025
India Leader Data Visualization Winter 2026
Asia Leader Data Visualization Winter 2026
Asia Pacific Leader Data Visualization Winter 2026
Asia Pacific Leader Embedded Business Intelligence Winter 2026
Asia Leader Embedded Business Intelligence Winter 2026
India Leader Analytics Platforms Winter 2026
41
PowerBI Tiles
Other Analytics
Our Power BI suite provides key digital services focused on helping professionals handling their business intelligence needs.
Our Power BI suite provides key digital services focused on helping professionals handling their business intelligence needs.
Categories
G2 Awards
Best Analytics Software Products 2025
42
Vizlib
Other Analytics
Vizlib is a supported, highly customisable & feature-rich Qlik Sense Visualisation Extension library. The Vizlib Library is packed with data visualisation solutions for every industry.
Vizlib is a supported, highly customisable & feature-rich Qlik Sense Visualisation Extension library. The Vizlib Library is packed with data visualisation solutions for every industry.
Categories
G2 Awards
Best Analytics Software Products 2025
43
Kyvos Semantic Layer
Semantic Layer Tools
Kyvos semantic intelligence layer powers and accelerates every AI and BI initiative. It enables lightning-fast analytics at massive scale on all BI tools and unmatched savings on any data platform. Kyvos’ semantic performance layer provides a fully functional conversational analytics experience, gov
Kyvos semantic intelligence layer powers and accelerates every AI and BI initiative. It enables lightning-fast analytics at massive scale on all BI tools and unmatched savings on any data platform. Kyvos’ semantic performance layer provides a fully functional conversational analytics experience, gov
Categories
G2 Awards
Best Analytics Software Products 2025
Relationship Leader Analytics Platforms Winter 2026
Relationship Leader Big Data Analytics Winter 2026
Asia High performer Big Data Processing and Distribution Winter 2026
India High performer Big Data Processing and Distribution Winter 2026
Asia Pacific High performer Big Data Processing and Distribution Winter 2026
India High performer Big Data Analytics Winter 2026
44
SAS Enterprise Guide
Analytics Platforms
SAS Enterprise Guide is a point-and-click, menu- and wizard-driven tool that empowers users to analyze data and publish results.
SAS Enterprise Guide is a point-and-click, menu- and wizard-driven tool that empowers users to analyze data and publish results.
Categories
G2 Awards
Best Global Sellers 2025
Best Analytics Software Products 2025
Grid Leader Analytics Platforms Winter 2026
Americas Leader Analytics Platforms Winter 2026
Asia Leader Analytics Platforms Winter 2026
Americas High performer Analytics Platforms Winter 2026
Asia Pacific Leader Analytics Platforms Winter 2026
India Leader Analytics Platforms Winter 2026
Americas Leader Analytics Platforms Fall 2025
45
ZoneReporting
Other Analytics
ZoneReporting is the Only Pre-Built Power BI Reporting Solution for NetSuite. Implementation in weeks with daily or hourly automated refreshes. In addition to unlimited joins, you can integrate all your data sources, financial and operational reporting functionality, and the creation of a NetSuite d
ZoneReporting is the Only Pre-Built Power BI Reporting Solution for NetSuite. Implementation in weeks with daily or hourly automated refreshes. In addition to unlimited joins, you can integrate all your data sources, financial and operational reporting functionality, and the creation of a NetSuite d
Categories
G2 Awards
Best Analytics Software Products 2025
46
Toucan
Embedded Business Intelligence
Toucan Toco is focused on the development of data visualization software solutions for businesses to assist them in their decision making. It also offers Small Apps, applications that are able to analyze, correlate, and visualize sales, human resources, marketing, and financial data though mobile de
Toucan Toco is focused on the development of data visualization software solutions for businesses to assist them in their decision making. It also offers Small Apps, applications that are able to analyze, correlate, and visualize sales, human resources, marketing, and financial data though mobile de
Categories
G2 Awards
Best Analytics Software Products 2025
Results Leader Embedded Business Intelligence Winter 2026
Usability Leader Data Visualization Winter 2026
Relationship Leader Embedded Business Intelligence Winter 2026
Relationship Leader Data Visualization Winter 2026
47
Minitab Statistical Software
Statistical Analysis
Minitab Statistical Software is a leading statistical software used for quality improvement and statistics education worldwide.
Minitab Statistical Software is a leading statistical software used for quality improvement and statistics education worldwide.
Categories
G2 Awards
Best Analytics Software Products 2025
Implementation Leader Statistical Analysis Winter 2026
Relationship Leader Statistical Analysis Winter 2026
Grid Leader Statistical Analysis Winter 2026
EMEA Leader Statistical Analysis Winter 2026
Relationship Leader Predictive Analytics Winter 2026
48
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 Software Products 2025
EMEA Leader Statistical Analysis Winter 2026
Grid Leader Statistical Analysis Winter 2026
Asia Leader Statistical Analysis Winter 2026
Asia Pacific Leader Statistical Analysis Winter 2026
Grid Leader Data Visualization Winter 2026
Grid Leader Predictive Analytics Winter 2026
49
Coactive
Other Analytics
Coactive supercharges data-driven businesses. We bring structure to unstructured data and help analysts to make image and video data useful. Bringing unprecedented insights, ease of use, and blistering speeds, we can make machine learning your new superpower.
Coactive supercharges data-driven businesses. We bring structure to unstructured data and help analysts to make image and video data useful. Bringing unprecedented insights, ease of use, and blistering speeds, we can make machine learning your new superpower.
Categories
G2 Awards
Best Analytics Software Products 2025
50
Software AG CONNX
Data Visualization
View data in a meaningful way whether via the desktop to handle queries or to visualize key business metrics on a mobile device. Read more
View data in a meaningful way whether via the desktop to handle queries or to visualize key business metrics on a mobile device. Read more
Categories
G2 Awards
Best German Sellers 2025
Best Analytics Software Products 2025
Best EMEA Sellers 2025
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 and publicly available market presence data.
How are the winners determined?
Dozens of lists are generated based on G2’s verified user reviews and publicly available market presence data. G2 uses Satisfaction and Market Presence scores to rank products and vendors across different categories. Scores are first calculated within categories for all products with at least one review in the past year, which also appears on at least one G2 Grid® (having at least 10 total reviews) for a category that aligns with a Best Software list. Scores are then aggregated and compared based on the scoring criteria for each of the three Best Software lists: Best Software Companies, Best Software Products, and Best Software by Function.
Read more about the methodology used to calculate G2’s Best Software Awards here.
How does a vendor become eligible for the awards?
To be eligible for one of G2’s Best Software Companies or Products lists, a software product or company must have at least one review in the prior calendar year. Products must also appear on at least one G2 Grid® (having at least 10 total reviews all time) for a category that aligns with a Best Software list. Scores reflect only data from reviews submitted during the evaluation period (January 1st, 2024 - December 31, 2024).
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?
Authenticity and trust are paramount to our approach to review collection, moderation, and publishing. It is our aim to ensure every review is the honest opinion of a real user and their own experience with a product or service. Every review submitted to G2 undergoes rigorous moderation. We verify user identities and use over 43 data points and consistent guidelines to ensure authenticity. In fact, G2 rejects over one-third of the reviews submitted for not meeting those guidelines and standards. And while we see the clear opportunity for AI and are using it to fuel our own innovations, G2 maintains that reviews should come from genuine user experiences, only allowing AI for minor content enhancements but not review generation. For more information, view G2’s community guidelines.
Were G2’s 2025 Best Software lists researched and published using the same methodology and criteria as past years? If not, what is new?
Some eligibility requirements have changed for Best Software 2025. Changes for 2025 include:
Vendors no longer need 50+ reviews to qualify for the awards. To be considered for one of G2’s Best Software Sellers or Best Software Products Lists, a software company must have at least one review over the prior calendar year. Products must also appear on at least one G2 Grid® (having at least 10 total reviews all time) for a child category that aligns with a Best Software list.
This change was made to expand eligibility for vendors and products on G2 while simplifying the requirements, making it easier to be considered. However, on the most competitive Best Software lists, winners typically have hundreds or even thousands of reviews.
For the Functional Product Lists, a product’s percentage of categories and reviews earned within that functional list will be used as a factor in scoring. Previously, we considered representation across all categories across G2.
We believe this change will provide a better representation of the top-ranked products for each functional product list.
We also added the following new lists in 2025:
Best Governance, Risk & Compliance Software Products
Best Supply Chain & Logistics Software Products
Best Hosting Software Products
Best Data Privacy Software Products
Best Healthcare Software Products
Best Non-Profit Software Products
Best Legal Software Products
Best Financial Services Software Products
Best Real Estate Software Products
How can I promote my Best Software Award recognition if I am named a winner?
All winners will receive an email from G2 providing promotional materials and instructions, including templates and guidelines for:
Accessing their Best Software Award badge(s) in my.g2
Promoting their recognition via news announcements
Celebrating with customizable social media graphics
How will G2 celebrate the winners?
G2 will celebrate award winners through a series of promotions, including news announcements, social media posts, emails, website banners, and more. While some winners will be featured on billboards in New York City, this is limited to select top winners pre-determined by G2.
How are the Best Software Awards different from G2’s quarterly reports?
Key differences between G2’s Best Software Awards and Market Reports include:
- Best Software consists of annual awards lists accessed without log-in required, whereas Seasonal Market Reports are quarterly detailed reports viewed only by logging into my.g2.
- There are also differences in eligibility criteria and the depth and breadth of the product & vendor recognition.
- Learn more here.
