2026
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. Based on honest reviews and ratings from our G2 users this year, this list features the top software products found on G2.
Out of 18,312 total products in this category, and 241 that were eligible for the 2026 Best Software Awards, here are the 50 best software products. When looking at this year’s winners, 14 remained on the list from last year, while 36 are new entrants — representing a 72% change on this list since the 2025 Best Software Awards.
1

ChatGPT
AI Chatbots

ChatGPT is an advanced AI language model developed by OpenAI, designed to assist users in generating human-like text based on the input it receives. It serves as a versatile tool for a wide range of applications, including drafting emails, writing code, creating content, and providing detailed expla
ChatGPT is an advanced AI language model developed by OpenAI, designed to assist users in generating human-like text based on the input it receives. It serves as a versatile tool for a wide range of applications, including drafting emails, writing code, creating content, and providing detailed expla
Reviews
Categories
G2 Awards
Best AI Software Products 2026
Best Global Sellers 2026
Best Mid-Market Products 2026
Best Software Products 2026
Best Highest Satisfaction Products 2026
2
ElevenLabs
Text to Speech
AI Voice Generator and research lab. Convert text to speech in any voice, style and language with the most powerful AI speech tool ever.
AI Voice Generator and research lab. Convert text to speech in any voice, style and language with the most powerful AI speech tool ever.
Reviews
Categories
G2 Awards
Best AI Software Products 2026
Best Fastest Growing Products 2026
3
Grammarly
AI Writing Assistant
Grammarly is the trusted AI assistant for communication and productivity, helping over 30 million people and 70,000 teams do their best work. Companies like Atlassian, Databricks, and Zoom rely on Grammarly to brainstorm, compose, and enhance communication that moves work forward. Grammarly works wh
Grammarly is the trusted AI assistant for communication and productivity, helping over 30 million people and 70,000 teams do their best work. Companies like Atlassian, Databricks, and Zoom rely on Grammarly to brainstorm, compose, and enhance communication that moves work forward. Grammarly works wh
Reviews
Categories
G2 Awards
Best Global Sellers 2026
Best AI Software Products 2026
Best Software Products 2026
Best Highest Satisfaction Products 2026
4
Canva
Display Ad Design
Canva is an online design and publishing platform that provides user friendly design tools for non-designers.
Reviews
Categories
G2 Awards
Best Design Software Products 2026
Best APAC Products 2026
Best AI Software Products 2026
Best Australia & New Zealand Products 2026
Best Content Management Software Products 2026
Best Global Sellers 2026
Best Analytics Software Products 2026
Best Marketing & Digital Advertising Software Products 2026
Best Collaboration & Productivity Software Products 2026
Best Software Products 2026
Best Small Business Products 2026
Best Mid-Market Products 2026
5
Zendesk for Customer Service
Help Desk
Zendesk for Customer Service is an AI-powered service solution that’s easy to set up, use, and scale. It offers out-of-the-box functionality that’s simple to modify, helping businesses move faster. Leveraging AI built on billions of CX interactions, Zendesk enhances the entire service experience—fro
Zendesk for Customer Service is an AI-powered service solution that’s easy to set up, use, and scale. It offers out-of-the-box functionality that’s simple to modify, helping businesses move faster. Leveraging AI built on billions of CX interactions, Zendesk enhances the entire service experience—fro
Reviews
Categories
G2 Awards
Best Customer Service Software Products 2026
Best Global Sellers 2026
Best Agentic AI Software Products 2026
Best AI Software Products 2026
Best Software Products 2026
Best Fastest Growing Products 2026
6
Fin by Intercom
AI Customer Support Agents
Fin’s AI Agent System gives you complete control with four core capabilities, analyze, train, test, and deploy, all in one easy-to-use workspace. It’s designed to fine-tune quality and drive continuous performance improvement. No code required. Train: Teach Fin with your knowledge, data, policies, a
Fin’s AI Agent System gives you complete control with four core capabilities, analyze, train, test, and deploy, all in one easy-to-use workspace. It’s designed to fine-tune quality and drive continuous performance improvement. No code required. Train: Teach Fin with your knowledge, data, policies, a
Reviews
Categories
G2 Awards
Best Agentic AI Software Products 2026
Best Global Sellers 2026
Best AI Software Products 2026
Best Customer Service Software Products 2026
7
Vertex AI
Data Science and Machine Learning Platforms
Vertex AI is a managed machine learning (ML) platform that helps you build, train, and deploy ML models faster and easier. It includes a unified UI for the entire ML workflow, as well as a variety of tools and services to help you with every step of the process. Vertex AI Workbench is a cloud-based
Vertex AI is a managed machine learning (ML) platform that helps you build, train, and deploy ML models faster and easier. It includes a unified UI for the entire ML workflow, as well as a variety of tools and services to help you with every step of the process. Vertex AI Workbench is a cloud-based
Reviews
G2 Awards
Best AI Software Products 2026
Best Global Sellers 2026
Best Agentic AI Software Products 2026
Best Small Business Products 2026
Best Mid-Market Products 2026
8
Synthesia
AI Video Generators
Create AI videos by simply typing in text. Easy to use, cheap and scalable. Make engaging videos with human presenters — directly from your browser. Free demo.
Create AI videos by simply typing in text. Easy to use, cheap and scalable. Make engaging videos with human presenters — directly from your browser. Free demo.
Reviews
Categories
G2 Awards
Best UK Sellers 2026
Best AI Software Products 2026
Best Design Software Products 2026
Best EMEA Sellers 2026
Best HR Software Products 2026
Best Global Sellers 2026
Best Software Products 2026
9
Roboflow
Image Recognition
10
Notion
Knowledge Base
Notion is a unified workspace for teams. Notion is a connected workspace where your team can create docs, take notes, manage tasks, and organize your work – all in one place. And now, with Notion AI, you can augment your capabilities in new and unexpected ways. Leverage the power of AI right inside
Notion is a unified workspace for teams. Notion is a connected workspace where your team can create docs, take notes, manage tasks, and organize your work – all in one place. And now, with Notion AI, you can augment your capabilities in new and unexpected ways. Leverage the power of AI right inside
Reviews
Categories
G2 Awards
Best Highest Satisfaction Products 2026
Best Global Sellers 2026
Best Project Management Software Products 2026
Best AI Software Products 2026
Best Analytics Software Products 2026
Best Content Management Software Products 2026
Best Software Products 2026
11
UiPath Agentic Automation
Robotic Process Automation (RPA)
UiPath enables business users with no coding skills to design and run robotic process automation
Reviews
Categories
G2 Awards
Best IT Management Software Products 2026
Best Global Sellers 2026
Best Development Software Products 2026
Best AI Software Products 2026
Best Agentic AI Software Products 2026
12

Leo
Emerging AI Software

Leo is the AI built for mechanical engineers - trusted by 50,000 engineers including teams at Onshape by PTC, Elbit Systems, Zutacore, ERC Systems, and more. Engineers use Leo to get accurate technical answers in seconds, instantly find parts from PLM and supplier databases, generate new concepts, a
Leo is the AI built for mechanical engineers - trusted by 50,000 engineers including teams at Onshape by PTC, Elbit Systems, Zutacore, ERC Systems, and more. Engineers use Leo to get accurate technical answers in seconds, instantly find parts from PLM and supplier databases, generate new concepts, a
Reviews
Categories
G2 Awards
Rookies of the Year 2026
Best AI Software Products 2026
13
Semrush
SEO Tools
14
Replit
AI Code Generation
Reviews
Categories
G2 Awards
Best AI Software Products 2026
Best Fastest Growing Products 2026
15

Adobe Firefly
AI Image Generators

Adobe Firefly is an advanced generative AI platform designed to empower creatives by streamlining content creation across various media types. Integrated seamlessly into Adobe's Creative Cloud suite, Firefly offers tools for generating images, videos, audio, and vector graphics from simple text prom
Adobe Firefly is an advanced generative AI platform designed to empower creatives by streamlining content creation across various media types. Integrated seamlessly into Adobe's Creative Cloud suite, Firefly offers tools for generating images, videos, audio, and vector graphics from simple text prom
Reviews
Categories
G2 Awards
Best Global Sellers 2026
Best AI Software Products 2026
Best Design Software Products 2026
16

Google Cloud AI Infrastructure
Generative AI Infrastructure

Google Cloud AI Infrastructure offers a scalable, high-performance, and cost-effective platform tailored for diverse AI workloads, encompassing both training and inference tasks. By integrating advanced hardware accelerators such as GPUs and TPUs with managed services like Vertex AI and Google Kuber
Google Cloud AI Infrastructure offers a scalable, high-performance, and cost-effective platform tailored for diverse AI workloads, encompassing both training and inference tasks. By integrating advanced hardware accelerators such as GPUs and TPUs with managed services like Vertex AI and Google Kuber
Reviews
Categories
G2 Awards
Best Global Sellers 2026
Best AI Software Products 2026
Best Small Business Products 2026
17
Databricks
Big Data Processing and Distribution
18

GitHub Copilot
AI Coding Assistants

GitHub Copilot is powered by a combination of large language models (LLMs), including a customized version of OpenAI’s GPT that translates natural language to code and additional models from Microsoft and GitHub to further hone and improve upon results. Available as an extension for Visual Studio C
GitHub Copilot is powered by a combination of large language models (LLMs), including a customized version of OpenAI’s GPT that translates natural language to code and additional models from Microsoft and GitHub to further hone and improve upon results. Available as an extension for Visual Studio C
Reviews
Categories
G2 Awards
Best AI Software Products 2026
19

Microsoft Copilot Studio
AI Agent Builders

Microsoft Copilot Studio is a low-code platform designed to empower users to create and customize AI-driven agents that automate tasks and processes across various applications and services. By leveraging natural language processing and generative AI, Copilot Studio enables the development of intell
Microsoft Copilot Studio is a low-code platform designed to empower users to create and customize AI-driven agents that automate tasks and processes across various applications and services. By leveraging natural language processing and generative AI, Copilot Studio enables the development of intell
Reviews
Categories
G2 Awards
Best Global Sellers 2026
Best Agentic AI Software Products 2026
Best AI Software Products 2026
20
HeyGen
AI Video Generators
21
Birdeye
Online Reputation Management
Birdeye is the #1 agentic marketing platform for multi-location brands, trusted by over 200,000 businesses to deliver measurable growth with AI. With Birdeye, brands harness the power of intelligent agents to run marketing, automate engagement, and drive business outcomes at scale. Built specificall
Birdeye is the #1 agentic marketing platform for multi-location brands, trusted by over 200,000 businesses to deliver measurable growth with AI. With Birdeye, brands harness the power of intelligent agents to run marketing, automate engagement, and drive business outcomes at scale. Built specificall
Reviews
Categories
G2 Awards
Best Customer Service Software Products 2026
Best Global Sellers 2026
Best Healthcare Software Products 2026
Best Marketing & Digital Advertising Software Products 2026
Best AI Software Products 2026
Best Agentic AI Software Products 2026
Best Software Products 2026
22
BrowserStack
Software Testing
BrowserStack is the world’s leading cloud-based testing platform, trusted by 50,000+ Dev and QA teams to deliver fast, reliable, and high-quality software. From manual to automated, visual to accessibility testing, BrowserStack brings every layer of the QA process onto a single, integrated platform,
BrowserStack is the world’s leading cloud-based testing platform, trusted by 50,000+ Dev and QA teams to deliver fast, reliable, and high-quality software. From manual to automated, visual to accessibility testing, BrowserStack brings every layer of the QA process onto a single, integrated platform,
Reviews
Categories
G2 Awards
Best India Sellers 2026
Best Development Software Products 2026
Best Content Management Software Products 2026
Best APAC Products 2026
Best Global Sellers 2026
Best AI Software Products 2026
Best Mid-Market Products 2026
Best Enterprise Products 2026
23
Qualified
Conversational Marketing
Qualified is the Agentic Marketing platform for B2B companies around the world. Headquartered in San Francisco, Qualified delivers pipeline generation at scale with Piper the AI SDR for thousands of customers like Crunchbase, Demandbase, Greenhouse, Plaid, and Suse. Led by former Salesforce CMO Krai
Qualified is the Agentic Marketing platform for B2B companies around the world. Headquartered in San Francisco, Qualified delivers pipeline generation at scale with Piper the AI SDR for thousands of customers like Crunchbase, Demandbase, Greenhouse, Plaid, and Suse. Led by former Salesforce CMO Krai
Reviews
Categories
G2 Awards
Best Agentic AI Software Products 2026
Best AI Software Products 2026
Best Customer Service Software Products 2026
24
Retell AI
AI Agents For Business Operations
Retell AI offers an API for creating voice agents with human-like speech capabilities for developer integration.
Retell AI offers an API for creating voice agents with human-like speech capabilities for developer integration.
Reviews
Categories
G2 Awards
Best Fastest Growing Products 2026
Best Agentic AI Software Products 2026
Best AI Software Products 2026
Best Highest Satisfaction Products 2026
25
VEED
AI Video Generators
Making professional video production simple. VEED offers online video editing, recording, hosting and sharing. Key features include one-click subtitling, translation, noise reduction, cropping, cutting, transitions, custom branding, compression and format conversion. VEED is ideal for teams as it
Making professional video production simple. VEED offers online video editing, recording, hosting and sharing. Key features include one-click subtitling, translation, noise reduction, cropping, cutting, transitions, custom branding, compression and format conversion. VEED is ideal for teams as it
Reviews
Categories
G2 Awards
Best UK Sellers 2026
Best Design Software Products 2026
Best EMEA Sellers 2026
Best AI Software Products 2026
Best Collaboration & Productivity Software Products 2026
26

Synthflow
AI Agents For Business Operations

Synthflow is a no-code voice AI platform that enables enterprises to automate high-volume customer calls, from appointment scheduling to support and lead qualification. With 200+ integrations and enterprise-grade security, Synthflow helps organizations scale 24/7 service while reducing costs by up t
Synthflow is a no-code voice AI platform that enables enterprises to automate high-volume customer calls, from appointment scheduling to support and lead qualification. With 200+ integrations and enterprise-grade security, Synthflow helps organizations scale 24/7 service while reducing costs by up t
Reviews
Categories
G2 Awards
Best Fastest Growing Products 2026
Best Agentic AI Software Products 2026
Best Highest Satisfaction Products 2026
Best AI Software Products 2026
27
Jotform AI Agents
AI Customer Support Agents
Jotform AI Agents are the future of customer service. They are powerful automated customer service tools that provide real-time assistance to users. Use your own AI Agent to streamline support operations, enhance user engagement, and improve response times. Train and customize AI Agents to answer FA
Jotform AI Agents are the future of customer service. They are powerful automated customer service tools that provide real-time assistance to users. Use your own AI Agent to streamline support operations, enhance user engagement, and improve response times. Train and customize AI Agents to answer FA
Reviews
Categories
G2 Awards
Best Agentic AI Software Products 2026
Best Global Sellers 2026
Best AI Software Products 2026
Best Customer Service Software Products 2026
28
Tidio
Live Chat
Tidio is an all-in-one AI customer support platform that includes help desk issue tracking, live chat, chatbot automation (Flows), and an AI customer service agent (Lyro). The platform allows businesses to manage all customer communication from a single dashboard, including email and social media ch
Tidio is an all-in-one AI customer support platform that includes help desk issue tracking, live chat, chatbot automation (Flows), and an AI customer service agent (Lyro). The platform allows businesses to manage all customer communication from a single dashboard, including email and social media ch
Reviews
Categories
G2 Awards
Best Agentic AI Software Products 2026
Best AI Software Products 2026
Best Customer Service Software Products 2026
29

Creatify AI
AI Video Generators

Create, test, and scale AI ads that win — lower CPA, higher ROAS. Creatify is the leading AI-powered platform for video ad creation, trusted by over a million marketers and 10,000+ teams worldwide. We automate the entire video ad lifecycle — from inspiration and production to testing and optimizatio
Create, test, and scale AI ads that win — lower CPA, higher ROAS. Creatify is the leading AI-powered platform for video ad creation, trusted by over a million marketers and 10,000+ teams worldwide. We automate the entire video ad lifecycle — from inspiration and production to testing and optimizatio
Reviews
Categories
G2 Awards
Best AI Software Products 2026
Best Design Software Products 2026
30
Coram AI
Video Surveillance
Coram AI is the modern AI-native physical security platform that combines video security, access control, and emergency management in one seamless solution. Unlike legacy systems, Coram works with any IP camera and is built as an open platform, making it fast to deploy, cost-effective, and highly fl
Coram AI is the modern AI-native physical security platform that combines video security, access control, and emergency management in one seamless solution. Unlike legacy systems, Coram works with any IP camera and is built as an open platform, making it fast to deploy, cost-effective, and highly fl
Reviews
Categories
G2 Awards
Best AI Software Products 2026
Best Fastest Growing Products 2026
31
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
Reviews
Categories
G2 Awards
Best Analytics Software Products 2026
Best IT Infrastructure Software Products 2026
Best AI Software Products 2026
32
Microsoft Teams
Video Conferencing
Microsoft Teams is a comprehensive collaboration platform developed by Microsoft, designed to streamline communication and teamwork within organizations. It integrates chat, video conferencing, file storage, and application integration into a single interface, facilitating seamless collaboration acr
Microsoft Teams is a comprehensive collaboration platform developed by Microsoft, designed to streamline communication and teamwork within organizations. It integrates chat, video conferencing, file storage, and application integration into a single interface, facilitating seamless collaboration acr
Reviews
Categories
G2 Awards
Best Collaboration & Productivity Software Products 2026
Best Global Sellers 2026
Best Software Products 2026
Best Enterprise Products 2026
Best Highest Satisfaction Products 2026
Best Small Business Products 2026
Best Mid-Market Products 2026
Best AI Software Products 2026
33
Rhombus
Physical Security
Rhombus provides cloud managed security cameras and IoT sensors for the enterprise that are intelligent, accessible anywhere, and don’t require complicated hardware like NVR’s or servers. Everything is plug and play where setting up a new device just takes a matter of minutes. The platform leverages
Rhombus provides cloud managed security cameras and IoT sensors for the enterprise that are intelligent, accessible anywhere, and don’t require complicated hardware like NVR’s or servers. Everything is plug and play where setting up a new device just takes a matter of minutes. The platform leverages
Reviews
Categories
G2 Awards
Best AI Software Products 2026
34
Profound
Answer Engine Optimization (AEO)
Ensure positive and accurate representation of your brand on LLMs. Our system analyzes the cited sources of AI search to identify where and how your brand can enter the conversation in a natural way. Brands use our suggestions to inform their Marketing, PR, Content and Social strategies.
Ensure positive and accurate representation of your brand on LLMs. Our system analyzes the cited sources of AI search to identify where and how your brand can enter the conversation in a natural way. Brands use our suggestions to inform their Marketing, PR, Content and Social strategies.
Reviews
Categories
G2 Awards
Best AI Software Products 2026
35

Gemini
Large Language Models (LLMs)

Gemini is a family of multimodal, generative AI models. These models were developed by Google DeepMind and Google Research. They are designed to understand, operate across, and combine different types of information. This includes text, images, audio, video, and code. Gemini serves as a versatile, e
Gemini is a family of multimodal, generative AI models. These models were developed by Google DeepMind and Google Research. They are designed to understand, operate across, and combine different types of information. This includes text, images, audio, video, and code. Gemini serves as a versatile, e
Reviews
Categories
G2 Awards
Best Global Sellers 2026
Best AI Software Products 2026
36
AssemblyAI - Speech to Text API
Voice Recognition
We're a team of engineers and researchers, and we're working to give developers and global companies an alternative to big tech companies when it comes to advanced AI solutions.
We're a team of engineers and researchers, and we're working to give developers and global companies an alternative to big tech companies when it comes to advanced AI solutions.
Reviews
Categories
G2 Awards
Best AI Software Products 2026
37

Amazon Q Developer
AI Coding Assistants

Amazon Q Developer is a generative AI-powered assistant designed to enhance the entire software development lifecycle. It integrates seamlessly into various development environments, offering real-time code suggestions, automating routine tasks, and providing expert guidance on AWS services. By leve
Amazon Q Developer is a generative AI-powered assistant designed to enhance the entire software development lifecycle. It integrates seamlessly into various development environments, offering real-time code suggestions, automating routine tasks, and providing expert guidance on AWS services. By leve
Reviews
Categories
G2 Awards
Best AI Software Products 2026
38

Atria AI
Emerging AI Software

Atria AI is an advanced platform designed to revolutionize the advertising workflow for marketing teams and creative professionals. By integrating artificial intelligence, Atria streamlines the processes of ad research, creation, and performance analysis, enabling users to produce high-performing ad
Atria AI is an advanced platform designed to revolutionize the advertising workflow for marketing teams and creative professionals. By integrating artificial intelligence, Atria streamlines the processes of ad research, creation, and performance analysis, enabling users to produce high-performing ad
Reviews
Categories
G2 Awards
Rookies of the Year 2026
Best AI Software Products 2026
39
Lovable
AI App Builder
40
AI Studios
AI Video Generators
No More Actors. Just AI Studios. You no longer need real-life studios set up with cameras, microphones, and actors to create content. All you need is a computer and DeepBrain AI Studios. Experience the easiest way to create videos. Create your media with DeepBrain AI Studios, a revolutionary video
No More Actors. Just AI Studios. You no longer need real-life studios set up with cameras, microphones, and actors to create content. All you need is a computer and DeepBrain AI Studios. Experience the easiest way to create videos. Create your media with DeepBrain AI Studios, a revolutionary video
Reviews
Categories
G2 Awards
Best AI Software Products 2026
41
Krisp
AI Meeting Assistants
Krisp delivers real-time Voice AI technology that improves digital conversations across meetings, contact centers, and embedded applications. The platform combines noise and echo removal, background voice cancellation, accent conversion, live voice translation, transcription, meeting summarization,
Krisp delivers real-time Voice AI technology that improves digital conversations across meetings, contact centers, and embedded applications. The platform combines noise and echo removal, background voice cancellation, accent conversion, live voice translation, transcription, meeting summarization,
Reviews
Categories
G2 Awards
Best Collaboration & Productivity Software Products 2026
Best AI Software Products 2026
42
Zapier
iPaaS
Zapier enables you to automate tasks between other online services (services like Salesforce, Basecamp, and Gmail). Connect hundreds of best-in-breed SaaS apps.
Reviews
Categories
G2 Awards
Best IT Infrastructure Software Products 2026
Best Global Sellers 2026
Best Collaboration & Productivity Software Products 2026
Best Agentic AI Software Products 2026
Best AI Software Products 2026
Best Development Software Products 2026
43

SuperAnnotate
Data Labeling

SuperAnnotate is the leading platform for building, fine-tuning, iterating, and managing your AI models faster with the highest-quality training data.
SuperAnnotate is the leading platform for building, fine-tuning, iterating, and managing your AI models faster with the highest-quality training data.
Reviews
Categories
G2 Awards
Best AI Software Products 2026
44
Apollo.io
Sales Intelligence
Apollo is an all-in-one sales intelligence platform with tools to help you prospect, engage, and drive more revenue. Sellers and marketers use Apollo to discover more customers in market, connect with contacts, and establish a modern go-to-market strategy. Apollo's B2B Database includes over 210M co
Apollo is an all-in-one sales intelligence platform with tools to help you prospect, engage, and drive more revenue. Sellers and marketers use Apollo to discover more customers in market, connect with contacts, and establish a modern go-to-market strategy. Apollo's B2B Database includes over 210M co
Reviews
Categories
G2 Awards
Best Sales Software Products 2026
Best Global Sellers 2026
Best Marketing & Digital Advertising Software Products 2026
Best Collaboration & Productivity Software Products 2026
Best AI Software Products 2026
45
Verkada
Physical Security
Verkada’s IoT platform combines plug-and-play security cameras with intelligent, cloud-based software — all in a scalable, user-friendly system. Hundreds of organizations use Verkada to protect people and assets, secure facilities, and gain new insights that improve the efficiency of their operation
Verkada’s IoT platform combines plug-and-play security cameras with intelligent, cloud-based software — all in a scalable, user-friendly system. Hundreds of organizations use Verkada to protect people and assets, secure facilities, and gain new insights that improve the efficiency of their operation
Reviews
Categories
G2 Awards
Best AI Software Products 2026
46
Anaconda Platform
Data Science and Machine Learning Platforms
The Anaconda AI Platform is a unified platform for organizations looking to securely leverage open source for AI development. As the only comprehensive platform that combines trusted distribution, simplified workflows, real-time insights, and governance controls, the Anaconda AI Platform helps organ
The Anaconda AI Platform is a unified platform for organizations looking to securely leverage open source for AI development. As the only comprehensive platform that combines trusted distribution, simplified workflows, real-time insights, and governance controls, the Anaconda AI Platform helps organ
Reviews
G2 Awards
Best AI Software Products 2026
47

Microsoft Copilot
AI Writing Assistant

Microsoft Copilot is an advanced AI-powered assistant designed to enhance productivity and streamline workflows across various Microsoft applications. By integrating seamlessly with tools like Word, Excel, PowerPoint, and Teams, Copilot offers intelligent suggestions, automates repetitive tasks, and
Microsoft Copilot is an advanced AI-powered assistant designed to enhance productivity and streamline workflows across various Microsoft applications. By integrating seamlessly with tools like Word, Excel, PowerPoint, and Teams, Copilot offers intelligent suggestions, automates repetitive tasks, and
Reviews
Categories
G2 Awards
Best Global Sellers 2026
Best Enterprise Products 2026
Best Agentic AI Software Products 2026
Best AI Software Products 2026
48
Deepgram
Voice Recognition
49
ClickUp
Work Management
ClickUp is one app to replace them all. It's the future of work. More than just task management - ClickUp offers docs, reminders, goals, calendars, and even an inbox. Fully customizable, ClickUp works for every type of team, so all teams can use the same app to plan, organize, and collaborate.
ClickUp is one app to replace them all. It's the future of work. More than just task management - ClickUp offers docs, reminders, goals, calendars, and even an inbox. Fully customizable, ClickUp works for every type of team, so all teams can use the same app to plan, organize, and collaborate.
Reviews
Categories
G2 Awards
Best Project Management Software Products 2026
Best Global Sellers 2026
Best Agentic AI Software Products 2026
Best Content Management Software Products 2026
Best IT Management Software Products 2026
Best HR Software Products 2026
Best Development Software Products 2026
Best AI Software Products 2026
Best Software Products 2026
50

IBM watsonx Code Assistant
AI Coding Assistants

Description: IBM watsonx Code Assistant enables hybrid cloud developers of all experience levels to write code with AI-generated recommendations.
Description: IBM watsonx Code Assistant enables hybrid cloud developers of all experience levels to write code with AI-generated recommendations.
Reviews
Categories
G2 Awards
Best AI Software Products 2026
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. To rank products and vendors across different categories, G2 uses normalized Satisfaction and Market Presence scores.
Scores are first calculated within categories for all products that have received at least 10 reviews in the past year. For functional product lists, individual products need at least 10 reviews in the eligibility period in at least one category in the correlated persona area (e.g., Best Sales Software) to be eligible for that list.
Only reviews submitted between Jan. 1 and Dec. 31 of the preceding calendar year are considered for eligibility and ranking.
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
Best Software Companies lists
The top 100 software companies are ranked based on weighted Satisfaction and Market Presence scores. Specifically, G2 scores Satisfaction within each category and averages those scores across all of a vendor’s products. Market Presence is aggregated and scored relative to all eligible software companies.
G2 also releases geographic Best Software Companies lists, which highlight the top companies from the corresponding region or country. A company’s headquarters, according to LinkedIn, is the primary source used to determine a software company’s region. Several additional factors are used as needed, including where the majority of its workforce is located, where the company was founded, and where its executive team resides
Best Software Products lists
The top 100 products are ranked based on weighted Satisfaction and Market Presence scores. Specifically, the score for a product is first calculated for each category, and then those category scores are combined to create an overall score for the product. The overall score is then weighted based on the competitiveness of each category. Competitiveness is determined by how many products are competing in each category and how many reviews those products receive.
G2 also releases the following supplemental Best Software Products reports:
Highest Satisfaction: Ranking is based solely on Satisfaction scores.
Fastest Growing Products: Ranking is based on Momentum scores.
Segment: Rankings are based on reviews submitted by reviewers from the corresponding market segment.
Rookies of the Year: This report includes the top 25 products that were listed on G2 and received their first review during the previous calendar year. To qualify for inclusion, both the product and its corresponding vendor must be newly listed.
Best Software by Function lists
For these lists, which focus on the software’s function or persona use case, individual products need at least 10 reviews in the eligibility period in at least one category in the correlated persona area (e.g., Best Sales Software) to be eligible for that list.
The top 50 products are ranked based on weighted Satisfaction and Market Presence scores, based on reviews within the corresponding top-level G2 categories. The score for a product is first calculated for the subcategory, and then those category scores are combined to create an overall score for the product. The overall score is then weighted based on the competitiveness of each category and the relevance of each product to the given function or persona.
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 10 reviews in the prior calendar year. Scores reflect only data from reviews submitted during the evaluation period (Jan. 1 – Dec. 31, 2025).
Can software companies and products win multiple awards?
Yes. A software company 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 reviewer identities and use more than 43 data points and consistent guidelines to ensure authenticity. In fact, G2 rejects more than one-third of the reviews submitted for not meeting those guidelines and standards. For more information, view G2’s approach to review validity and learn why G2 joined the Coalition for Trusted Reviews.
Are there any methodology and criteria changes for the Best Software 2026 lists?
Some eligibility requirements have changed for Best Software 2026, including:
Product and vendors now need a minimum of 10 reviews from the prior calendar year.
In 2025, just one review from the past year was needed, in addition to appearing on a G2 Grid®. Last year’s change was made to expand eligibility for vendors and products on G2 while simplifying the requirements, making it easier to be considered.
This year’s change is to maintain that simplicity while prioritizing review recency and volume as a key factor for continued and consistent high performance.
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. This year, we have adjusted the category weighting in our algorithm.
We did this to ensure the best possible fit for products on persona lists, based on their categories and reviews.
We also added the following new lists in 2026:
New “Best Software By Function” lists:
Best Agentic AI Software
Best ERP 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 (for customers only)
Promoting their recognition via news announcements
Celebrating with 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 award lists that can be accessed without a login; whereas, Seasonal Market Reports are quarterly, detailed reports that only can be viewed by logging into my.g2.
There are also differences in eligibility criteria and the depth and breadth of the product and vendor recognition.
Learn more here.