Best IT Infrastructure Products
2023
Nothing but the best software. G2 is proud to share our 2023 list of the Best IT Infrastructure Products
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.
Top 5 Best IT Infrastructure Products:
Best Software by Function / IT Infrastructure Products
1
Datadog
Enterprise Monitoring
Datadog is a monitoring service for IT, Dev and Ops teams who write and run applications at scale, and want to turn the massive amounts of data produced by their apps, tools and services into actionable insight.
Datadog is a monitoring service for IT, Dev and Ops teams who write and run applications at scale, and want to turn the massive amounts of data produced by their apps, tools and services into actionable insight.
Reviews
Categories
G2 Awards
Best IT Infrastructure Products 2023
Best Security Products 2023
Best Products for Enterprise 2023
Best Development Products 2023
Best Software Products 2023
Asia Pacific Leader Database Monitoring Winter 2024
Asia Leader Database Monitoring Winter 2024
Grid Leader Log Monitoring Winter 2024
India Leader Website Monitoring Winter 2024
2
LogicMonitor
Cloud Infrastructure Monitoring
LogicMonitor is the SaaS-based, automated performance monitoring platform that provides agile IT Ops teams with the visibility and actionable metrics they need to ensure the availability of services and applications running on complex and distributed infrastructure.
LogicMonitor is the SaaS-based, automated performance monitoring platform that provides agile IT Ops teams with the visibility and actionable metrics they need to ensure the availability of services and applications running on complex and distributed infrastructure.
Reviews
Categories
G2 Awards
Best IT Infrastructure Products 2023
Fastest Growing Products 2023
EMEA Leader Enterprise Monitoring Winter 2024
Results Leader ServiceNow Store Apps Winter 2024
Grid Leader Network Monitoring Winter 2024
Grid Leader Enterprise Monitoring Winter 2024
Usability Leader Website Monitoring Winter 2024
EMEA Leader Network Monitoring Winter 2024
3
dbt
DataOps Platforms
dbt is a transformation workflow that lets teams quickly and collaboratively deploy analytics code following software engineering best practices like modularity, portability, CI/CD, and documentation. Now anyone who knows SQL can build production-grade data pipelines.
dbt is a transformation workflow that lets teams quickly and collaboratively deploy analytics code following software engineering best practices like modularity, portability, CI/CD, and documentation. Now anyone who knows SQL can build production-grade data pipelines.
Reviews
Categories
G2 Awards
Best IT Infrastructure Products 2023
Grid Leader Data Quality Winter 2024
Results Leader DataOps Platforms Winter 2024
EMEA Leader Data Quality Winter 2024
Momentum Leader Data Warehouse Automation Winter 2024
Momentum Leader DataOps Platforms Winter 2024
Results Leader Data Preparation Winter 2024
4
Checkmk
Network Monitoring
Helping you stay up and running from simple to the most complex environments
Reviews
Categories
G2 Awards
Best IT Infrastructure Products 2023
Best Germany Sellers 2023
Relationship Leader Container Monitoring Winter 2024
Grid High performer Enterprise Monitoring Winter 2024
Relationship Leader Server Monitoring Winter 2024
Relationship Leader Enterprise Monitoring Winter 2024
Momentum Leader Enterprise Monitoring Winter 2024
EMEA Leader Enterprise Monitoring Winter 2024
5
Census
Reverse ETL
A single, trusted place to sync data from your warehouse to the business apps you love. Census empowers everyone in your organization to take action with good data, no custom scripts or engineering favors required.
A single, trusted place to sync data from your warehouse to the business apps you love. Census empowers everyone in your organization to take action with good data, no custom scripts or engineering favors required.
Reviews
Categories
G2 Awards
Best IT Infrastructure Products 2023
Usability Leader ETL Tools Winter 2024
Relationship Leader ETL Tools Winter 2024
Usability Leader Big Data Integration Platforms Winter 2024
Grid Leader ETL Tools Winter 2024
EMEA Leader Reverse ETL Winter 2024
Momentum Leader Reverse ETL Winter 2024
Grid Leader Reverse ETL Winter 2024
Momentum Leader Big Data Integration Platforms Winter 2024
6
Databricks Data Intelligence Platform
Big Data Processing and Distribution
Making big data simple
Reviews
Categories
G2 Awards
Best IT Infrastructure Products 2023
Best Analytics and AI Products 2023
Fastest Growing Products 2023
Relationship Leader Data Science and Machine Learning Platforms Winter 2024
Implementation Leader Big Data Processing and Distribution Winter 2024
Implementation Leader Data Science and Machine Learning Platforms Winter 2024
Grid Leader ETL Tools Winter 2024
Asia Leader Big Data Processing and Distribution Winter 2024
Asia Pacific Leader Big Data Processing and Distribution Winter 2024
7
Hightouch
Reverse ETL
Hightouch is the easiest way to sync customer data into your tools like CRMs, email tools, and Ad networks. Sync data from any source (data warehouse, spreadsheets) to 70+ tools, using SQL or a point-and-click UI, without relying on favors from Engineering. For example, you can sync data on how lead
Hightouch is the easiest way to sync customer data into your tools like CRMs, email tools, and Ad networks. Sync data from any source (data warehouse, spreadsheets) to 70+ tools, using SQL or a point-and-click UI, without relying on favors from Engineering. For example, you can sync data on how lead
Reviews
Categories
G2 Awards
Best IT Infrastructure Products 2023
Usability Leader Reverse ETL Winter 2024
Implementation Leader iPaaS Winter 2024
Results Leader Reverse ETL Winter 2024
Implementation Leader DataOps Platforms Winter 2024
Relationship Leader iPaaS Winter 2024
8
Keboola
ETL Tools
Keboola is a cloud based data platform that helps clients combine, enhance and publish crucial information for their internal analytics projects and data products.
Keboola is a cloud based data platform that helps clients combine, enhance and publish crucial information for their internal analytics projects and data products.
Reviews
Categories
G2 Awards
Best IT Infrastructure Products 2023
Europe Leader Data Extraction Winter 2024
EMEA Leader Data Extraction Winter 2024
Relationship Leader Data Extraction Winter 2024
Europe High performer Big Data Integration Platforms Winter 2024
EMEA Leader Big Data Integration Platforms Winter 2024
9
Site24x7
Website Monitoring
An all-in-one cloud monitoring service for DevOps and IT operations with broad monitoring capabilities covering applications, servers, networks, public and private clouds, websites and web apps.
An all-in-one cloud monitoring service for DevOps and IT operations with broad monitoring capabilities covering applications, servers, networks, public and private clouds, websites and web apps.
Reviews
Categories
G2 Awards
Best IT Infrastructure Products 2023
Best India Sellers 2023
Grid Leader Database Monitoring Winter 2024
Asia Leader Network Monitoring Winter 2024
India Leader Network Monitoring Winter 2024
Relationship Leader Cloud Infrastructure Monitoring Winter 2024
Asia Pacific Leader Network Monitoring Winter 2024
10
Progress WhatsUp Gold
Network Monitoring
WhatsUp Gold is unified infrastructure and application monitoring software that gives modern IT teams the ability to monitor their increasingly complex IT environment with a single product.
WhatsUp Gold is unified infrastructure and application monitoring software that gives modern IT teams the ability to monitor their increasingly complex IT environment with a single product.
Reviews
Categories
G2 Awards
Best IT Infrastructure Products 2023
Implementation Leader Network Traffic Analysis (NTA) Winter 2024
Results Leader Network Traffic Analysis (NTA) Winter 2024
Grid Leader Network Management Tools Winter 2024
Grid Leader Network Traffic Analysis (NTA) Winter 2024
Momentum Leader Network Automation Tools Winter 2024
Grid Leader Network Automation Tools Winter 2024
Canada High performer Application Performance Monitoring (APM) Winter 2024
11
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.
Reviews
Categories
G2 Awards
Best IT Infrastructure Products 2023
Relationship Leader Data Virtualization Winter 2024
Grid Leader ETL Tools Winter 2024
Asia Pacific Leader Data Virtualization Winter 2024
Asia Leader Data Virtualization Winter 2024
India Leader Data Virtualization Winter 2024
Momentum Leader Data Virtualization Winter 2024
India Leader Data Replication Winter 2024
Asia Pacific Leader Data Replication Winter 2024
12
Microsoft SQL Server
Relational Databases
SQL Server 2017 brings the power of SQL Server to Windows, Linux and Docker containers for the first time ever, enabling developers to build intelligent applications using their preferred language and environment. Experience industry-leading performance, rest assured with innovative security feature
SQL Server 2017 brings the power of SQL Server to Windows, Linux and Docker containers for the first time ever, enabling developers to build intelligent applications using their preferred language and environment. Experience industry-leading performance, rest assured with innovative security feature
Reviews
Categories
G2 Awards
Best IT Infrastructure Products 2023
Usability Leader On-Premise Data Integration Winter 2024
Implementation Leader On-Premise Data Integration Winter 2024
Grid Leader On-Premise Data Integration Winter 2024
Grid Leader Database Management Systems (DBMS) Winter 2024
EMEA Leader On-Premise Data Integration Winter 2024
13
IBM Cloud Pak for Integration
API Management
Set up the appropriate organizational models and governance practices to support agile integration, simplify the management of your integration architecture and reduce cost with the IBM Cloud Pak™ for Integration. Running on Red Hat® OpenShift®, the IBM Cloud Pak for Integration gives businesses com
Set up the appropriate organizational models and governance practices to support agile integration, simplify the management of your integration architecture and reduce cost with the IBM Cloud Pak™ for Integration. Running on Red Hat® OpenShift®, the IBM Cloud Pak for Integration gives businesses com
Reviews
Categories
G2 Awards
Best IT Infrastructure Products 2023
Americas Leader iPaaS Fall 2023
Grid Leader iPaaS Fall 2023
Momentum Leader Enterprise Service Bus (ESB) Fall 2023
Grid Leader Event Stream Processing Fall 2023
Americas Leader API Management Fall 2023
Grid Leader ETL Tools Fall 2023
14
Integrate.io
ETL Tools
Integrate.io launched in 2022 when Xplenty, FlyData, Dreamfactory and Intermix.io were brought together to create the Integrate.io platform. Finally use all of your data to get deep insights that drive your go-to-market success. The Integrate.io platform allows you to quickly unify your data for eas
Integrate.io launched in 2022 when Xplenty, FlyData, Dreamfactory and Intermix.io were brought together to create the Integrate.io platform. Finally use all of your data to get deep insights that drive your go-to-market success. The Integrate.io platform allows you to quickly unify your data for eas
Reviews
Categories
G2 Awards
Best IT Infrastructure Products 2023
Implementation Leader Reverse ETL Winter 2024
Implementation Leader iPaaS Winter 2024
Implementation Leader E-Commerce Data Integration Winter 2024
Asia Pacific High performer Data Replication Winter 2024
Asia High performer Data Replication Winter 2024
15
Informatica Intelligent Cloud Services (IICS)
iPaaS
A next-generation iPaaS, reimagined for new data management challenges with a microservices architecture.
A next-generation iPaaS, reimagined for new data management challenges with a microservices architecture.
Categories
G2 Awards
Best IT Infrastructure Products 2023
Grid Leader iPaaS Spring 2023
Grid High performer ETL Tools Spring 2023
Grid Leader Big Data Integration Platforms Spring 2023
Relationship Leader Big Data Integration Platforms Spring 2023
Grid Leader ETL Tools Spring 2023
16
IBM Instana
Application Performance Monitoring (APM)
Instana automatically discovers, maps, and monitors all services and infrastructure components across on-prem and cloud, providing AI-driven application context, issue remediation to enhance IT operations. Instana’s zero-configuration dashboards help reduce toil for SRE and DevOps teams, helping the
Instana automatically discovers, maps, and monitors all services and infrastructure components across on-prem and cloud, providing AI-driven application context, issue remediation to enhance IT operations. Instana’s zero-configuration dashboards help reduce toil for SRE and DevOps teams, helping the
Reviews
Categories
G2 Awards
Best IT Infrastructure Products 2023
Best Products for Enterprise 2023
Highest Satisfaction Products 2023
Best Software Products 2023
India Leader Container Monitoring Winter 2024
EMEA Leader IT Alerting Winter 2024
Europe Leader IT Alerting Winter 2024
Asia Pacific Leader Container Monitoring Winter 2024
Europe Leader Container Monitoring Winter 2024
17
Splunk Enterprise
Enterprise Monitoring
Splunk is a software platform for machine data that enables customers to gain real-time Operational Intelligence.
Splunk is a software platform for machine data that enables customers to gain real-time Operational Intelligence.
Reviews
Categories
G2 Awards
Best IT Infrastructure Products 2023
Best Products for Enterprise 2023
Grid Leader Log Analysis Winter 2024
India Leader Log Analysis Winter 2024
Asia Leader Log Analysis Winter 2024
EMEA Leader Log Analysis Winter 2024
Asia Pacific Leader Log Analysis Winter 2024
18
Astro by Astronomer
Big Data Integration Platforms
Astronomer is a data engineering platform designed to collect, process and unifiy enterprise data, so users can get straight to analytics, data science and insights.
Astronomer is a data engineering platform designed to collect, process and unifiy enterprise data, so users can get straight to analytics, data science and insights.
Reviews
Categories
G2 Awards
Best IT Infrastructure Products 2023
Grid Leader Workload Automation Winter 2024
India Leader Workload Automation Winter 2024
Asia Leader Workload Automation Winter 2024
Asia Pacific Leader Workload Automation Winter 2024
Momentum Leader Workload Automation Winter 2024
Grid High performer Data Fabric Winter 2024
19
Workato
iPaaS
The only intelligent automation platform that enables both business users and IT to build, operate and rollout app and data integration, process and workflow automation, in a single platform - without compromising security and governance.
The only intelligent automation platform that enables both business users and IT to build, operate and rollout app and data integration, process and workflow automation, in a single platform - without compromising security and governance.
Reviews
Categories
G2 Awards
Best IT Infrastructure Products 2023
Grid Leader iPaaS Winter 2024
Results Leader ETL Tools Winter 2024
Americas Leader API Management Winter 2024
Usability Leader ETL Tools Winter 2024
Relationship Leader API Management Winter 2024
20
IBM Db2
Relational Databases
IBM® Db2® is the database that offers enterprise-wide solutions handling high-volume workloads. It is optimized to deliver industry-leading performance while lowering costs.
Reviews
Categories
G2 Awards
Best IT Infrastructure Products 2023
Europe Leader Relational Databases Winter 2024
Grid Leader XML Databases Winter 2024
Momentum Leader XML Databases Winter 2024
EMEA Leader Relational Databases Winter 2024
Implementation Leader Database as a Service (DBaaS) Winter 2024
Europe Leader Database as a Service (DBaaS) Winter 2024
Grid Leader Data Warehouse Winter 2024
Grid Leader Relational Databases Winter 2024
21
Skyvia
ETL Tools
Skyvia is a universal cloud platform for no-coding data integration. It allows you to ETL SaaS and database data in both directions, replicate cloud data to databases, import/export CSV files on schedule, create OData services, manage data with SQL, back up cloud data, etc. It supports all major clo
Skyvia is a universal cloud platform for no-coding data integration. It allows you to ETL SaaS and database data in both directions, replicate cloud data to databases, import/export CSV files on schedule, create OData services, manage data with SQL, back up cloud data, etc. It supports all major clo
Reviews
Categories
G2 Awards
Best IT Infrastructure Products 2023
Relationship Leader Data Mapping Winter 2024
Usability Leader Big Data Integration Platforms Winter 2024
Usability Leader Data Extraction Winter 2024
Grid Leader Data Mapping Winter 2024
Momentum Leader On-Premise Data Integration Winter 2024
Implementation Leader Data Mapping Winter 2024
22
Hevo Data
Data Replication
Integrate data from 150+ sources effortlessly with Hevo's Data Pipeline. Choose your data sources and destination, and start moving data in near real-time for faster analytics.
Integrate data from 150+ sources effortlessly with Hevo's Data Pipeline. Choose your data sources and destination, and start moving data in near real-time for faster analytics.
Reviews
Categories
G2 Awards
Best IT Infrastructure Products 2023
Best India Sellers 2023
Best IT Management Products 2023
Implementation Leader E-Commerce Data Integration Winter 2024
Implementation Leader ETL Tools Winter 2024
Results Leader E-Commerce Data Integration Winter 2024
Implementation Leader Data Replication Winter 2024
23
Nvidia Virtual GPU
Server Virtualization
NVIDIA virtual GPU (vGPU) technology uses the power of NVIDIA GPUs and NVIDIA virtual GPU software products to accelerate every virtual workflow—from AI to virtual desktop infrastructure (VDI). By making GPU performance possible for every virtual machine (VM), vGPU technology enables users to work m
NVIDIA virtual GPU (vGPU) technology uses the power of NVIDIA GPUs and NVIDIA virtual GPU software products to accelerate every virtual workflow—from AI to virtual desktop infrastructure (VDI). By making GPU performance possible for every virtual machine (VM), vGPU technology enables users to work m
Reviews
Categories
G2 Awards
Best IT Infrastructure Products 2023
Grid Leader Server Virtualization Spring 2023
24
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.
Reviews
Categories
G2 Awards
Best IT Infrastructure Products 2023
EMEA Leader Big Data Integration Platforms Winter 2024
Europe Leader Big Data Integration Platforms Winter 2024
India Leader Big Data Integration Platforms Winter 2024
India Leader Big Data Processing and Distribution Winter 2024
Asia Leader Big Data Integration Platforms Winter 2024
Asia Pacific Leader Big Data Processing and Distribution Winter 2024
Europe Leader Big Data Processing and Distribution Winter 2024
25
Amazon DynamoDB
Document Databases
Nonrelational database for applications that need performance at any scale
Nonrelational database for applications that need performance at any scale
Reviews
Categories
G2 Awards
Best IT Infrastructure Products 2023
Grid Leader Document Databases Winter 2024
Grid Leader Key Value Databases Winter 2024
Relationship Leader Database as a Service (DBaaS) Winter 2024
Asia Pacific Leader Database as a Service (DBaaS) Winter 2024
India Leader Key Value Databases Winter 2024
Relationship Leader Key Value Databases Winter 2024
26
Dataddo
Data Extraction
With Dataddo, you can easily automate data extraction, transformation and delivery to yourself or to your clients, thus eliminating repetetive and boring tasks for analysts
With Dataddo, you can easily automate data extraction, transformation and delivery to yourself or to your clients, thus eliminating repetetive and boring tasks for analysts
Reviews
Categories
G2 Awards
Best IT Infrastructure Products 2023
Fastest Growing Products 2023
EMEA High performer Data Extraction Winter 2024
Europe High performer Data Extraction Winter 2024
Europe High performer Big Data Integration Platforms Winter 2024
EMEA High performer E-Commerce Data Integration Winter 2024
EMEA High performer Big Data Integration Platforms Winter 2024
27
Frends
iPaaS
Frends is a European integration and automation platform (iPaaS) that helps organizations connect systems, automate workflows, and manage APIs, all in one low-code environment. The platform enables IT and business teams to eliminate data silos, streamline operations, and adapt quickly to change. Wit
Frends is a European integration and automation platform (iPaaS) that helps organizations connect systems, automate workflows, and manage APIs, all in one low-code environment. The platform enables IT and business teams to eliminate data silos, streamline operations, and adapt quickly to change. Wit
Reviews
Categories
G2 Awards
Best IT Infrastructure Products 2023
Europe Leader iPaaS Winter 2024
Europe High performer Electronic Data Interchange (EDI) Winter 2024
EMEA High performer Electronic Data Interchange (EDI) Winter 2024
EMEA Leader iPaaS Winter 2024
EMEA High performer Embedded Integration Platforms Winter 2024
EMEA High performer iPaaS Winter 2024
Europe High performer Embedded Integration Platforms Winter 2024
Usability Leader API Management Winter 2024
28
Citrix DaaS
Desktop as a Service (DaaS)
Citrix Virtual Apps and Desktops lead the industry in desktop and app virtualization. Deliver Windows, Linux, and web business applications or full virtual desktops from any cloud—public, on-premises or hybrid—within a modern digital workspace
Citrix Virtual Apps and Desktops lead the industry in desktop and app virtualization. Deliver Windows, Linux, and web business applications or full virtual desktops from any cloud—public, on-premises or hybrid—within a modern digital workspace
Reviews
Categories
G2 Awards
Best IT Infrastructure Products 2023
Asia Leader Virtual Desktop Infrastructure (VDI) Winter 2024
Grid Leader Virtual Desktop Infrastructure (VDI) Winter 2024
India Leader Virtual Desktop Infrastructure (VDI) Winter 2024
Asia Pacific Leader Virtual Desktop Infrastructure (VDI) Winter 2024
Grid Leader Desktop as a Service (DaaS) Winter 2024
Momentum Leader Virtual Desktop Infrastructure (VDI) Winter 2024
29
SolarWinds Server & Application Monitor
Application Performance Monitoring (APM)
SolarWinds Server & Application Monitor provides deep visibility into health, availability and performance of over 200 enterprise applications and multi-vendor servers out of the box. Proactively monitor and alert on performance issues and simplify troubleshooting from a single dashboard.
SolarWinds Server & Application Monitor provides deep visibility into health, availability and performance of over 200 enterprise applications and multi-vendor servers out of the box. Proactively monitor and alert on performance issues and simplify troubleshooting from a single dashboard.
Categories
G2 Awards
Best IT Infrastructure Products 2023
EMEA High performer Cloud Infrastructure Monitoring Winter 2024
Grid High performer Cloud Infrastructure Monitoring Winter 2024
EMEA High performer Application Performance Monitoring (APM) Winter 2024
EMEA High performer Cloud Infrastructure Monitoring Fall 2023
Grid High performer Cloud Infrastructure Monitoring Summer 2023
Grid Leader Application Performance Monitoring (APM) Spring 2023
Grid Leader Cloud Infrastructure Monitoring Spring 2023
30
Mezmo
Log Analysis
Reviews
Categories
G2 Awards
Best IT Infrastructure Products 2023
Implementation Leader Enterprise Monitoring Winter 2024
Results Leader Log Monitoring Winter 2024
31
IBM Turbonomic
AIOps Platforms
IBM Turbonomic matches application demand to infrastructure supply to continuously ensure application performance. The software integrates with leading APM and IT service management solutions to form a control plane to automate IT resource management, on-premises and in multi-cloud environments.
IBM Turbonomic matches application demand to infrastructure supply to continuously ensure application performance. The software integrates with leading APM and IT service management solutions to form a control plane to automate IT resource management, on-premises and in multi-cloud environments.
Reviews
Categories
G2 Awards
Best IT Management Products 2023
Best IT Infrastructure Products 2023
Implementation Leader AIOps Platforms Winter 2024
Results Leader Cloud Infrastructure Monitoring Winter 2024
Implementation Leader Cloud Infrastructure Monitoring Winter 2024
32
APPSeCONNECT
Workflow Management
APPSeCONNECT integrates your ERP with Ecommerce, Marketplace and CRM Apps helping you save time and be a more profitable business!
APPSeCONNECT integrates your ERP with Ecommerce, Marketplace and CRM Apps helping you save time and be a more profitable business!
Reviews
Categories
G2 Awards
Best IT Infrastructure Products 2023
EMEA High performer E-Commerce Data Integration Winter 2024
Europe High performer E-Commerce Data Integration Winter 2024
Relationship Leader API Management Winter 2024
Grid Leader E-Commerce Data Integration Winter 2024
Grid High performer API Management Winter 2024
33
Snowflake
Data Warehouse
Snowflake’s platform eliminates data silos and simplifies architectures, so organizations can get more value from their data. The platform is designed as a single, unified product with automations that reduce complexity and help ensure everything “just works”. To support a wide range of workloads, i
Snowflake’s platform eliminates data silos and simplifies architectures, so organizations can get more value from their data. The platform is designed as a single, unified product with automations that reduce complexity and help ensure everything “just works”. To support a wide range of workloads, i
Reviews
Categories
G2 Awards
Best IT Infrastructure Products 2023
Relationship Leader Big Data Processing and Distribution Winter 2024
Results Leader Big Data Processing and Distribution Winter 2024
Results Leader Data Warehouse Winter 2024
Usability Leader Data Warehouse Winter 2024
Relationship Leader Data Warehouse Winter 2024
34
Google Cloud SQL
Relational Databases
Cloud SQL is a fully managed, relational database service for running PostgreSQL, MySQL and SQL Server workloads. It's an ideal choice if you want to lift & shift an existing database or build a new application in the cloud.
Cloud SQL is a fully managed, relational database service for running PostgreSQL, MySQL and SQL Server workloads. It's an ideal choice if you want to lift & shift an existing database or build a new application in the cloud.
Reviews
Categories
G2 Awards
Best IT Infrastructure Products 2023
Grid Leader Database Management Systems (DBMS) Winter 2024
Momentum Leader Database Management Systems (DBMS) Winter 2024
EMEA Leader Database Management Systems (DBMS) Winter 2024
Europe Leader Database Management Systems (DBMS) Winter 2024
Europe Leader Database as a Service (DBaaS) Winter 2024
EMEA Leader Database as a Service (DBaaS) Winter 2024
EMEA Leader Relational Databases Winter 2024
Asia Pacific Leader Database Management Systems (DBMS) Winter 2024
35
ScyllaDB
Key Value Databases
Manage terabytes to petabytes of digital information with millions of read/write operations and msec P99 response. Our high availability architecture takes full advantage of modern infrastructure and networking capabilities. This translates to dramatically higher throughput and lower latency--elimin
Manage terabytes to petabytes of digital information with millions of read/write operations and msec P99 response. Our high availability architecture takes full advantage of modern infrastructure and networking capabilities. This translates to dramatically higher throughput and lower latency--elimin
Reviews
Categories
G2 Awards
Best IT Infrastructure Products 2023
Momentum Leader Wide Column Database Winter 2024
Grid High performer Key Value Databases Winter 2024
Grid High performer Wide Column Database Winter 2024
EMEA High performer Key Value Databases Winter 2024
Momentum Leader Key Value Databases Winter 2024
Momentum Leader Database as a Service (DBaaS) Winter 2024
36
Google Compute Engine
Auto Scaling
Compute Engine enables you to create and run large-scale workloads on virtual machines hosted on Google Cloud. Get running quickly with pre-built and ready-to-go configurations or create machines of your own with the optimal amount of vCPU and memory required for your workload.
Compute Engine enables you to create and run large-scale workloads on virtual machines hosted on Google Cloud. Get running quickly with pre-built and ready-to-go configurations or create machines of your own with the optimal amount of vCPU and memory required for your workload.
Reviews
Categories
G2 Awards
Best IT Infrastructure Products 2023
Usability Leader Infrastructure as a Service (IaaS) Winter 2024
Grid Leader Server Virtualization Winter 2024
EMEA Leader Server Virtualization Winter 2024
Grid Leader Cloud Management Platforms Winter 2024
Momentum Leader Server Virtualization Winter 2024
Implementation Leader Server Virtualization Winter 2024
37
Vultr
Infrastructure as a Service (IaaS)
Vultr offers a standardized highly reliable high performance cloud compute environment with 14 datacenters around the globe.
Vultr offers a standardized highly reliable high performance cloud compute environment with 14 datacenters around the globe.
Reviews
Categories
G2 Awards
Best IT Infrastructure Products 2023
Implementation Leader Database as a Service (DBaaS) Winter 2024
Implementation Leader Infrastructure as a Service (IaaS) Winter 2024
Usability Leader Database as a Service (DBaaS) Winter 2024
38
V2 Cloud
Cloud Application Hosting
V2 Cloud is a multi-user desktop environment designed to allow employees and colleagues to work online remotely, share files and applications and collaborate together under the same system.
V2 Cloud is a multi-user desktop environment designed to allow employees and colleagues to work online remotely, share files and applications and collaborate together under the same system.
Reviews
Categories
G2 Awards
Best IT Infrastructure Products 2023
Results Leader Virtual Desktop Infrastructure (VDI) Winter 2024
Relationship Leader Virtual Desktop Infrastructure (VDI) Winter 2024
Grid Leader Virtual Desktop Infrastructure (VDI) Winter 2024
Usability Leader Desktop as a Service (DaaS) Winter 2024
Momentum Leader Desktop as a Service (DaaS) Winter 2024
Grid Leader Desktop as a Service (DaaS) Winter 2024
39
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 Products 2023
Fastest Growing Products 2023
Implementation Leader Embedded Integration Platforms Winter 2024
Grid Leader Embedded Integration Platforms Winter 2024
Usability Leader API Marketplace Winter 2024
Results Leader API Marketplace Winter 2024
EMEA Leader Embedded Integration Platforms Winter 2024
India Leader iPaaS Winter 2024
Europe Leader Embedded Integration Platforms Winter 2024
40
IBM Cloud Pak for Data
Data Fabric
Your AI is only as good as the data that feeds it. With IBM Cloud Pak for Data, you can make your data ready for an AI and multi-cloud world and access an array of IBM Watson technologies at your fingertips. Rapidly provision services for data scientists, data engineers and developers so they can wo
Your AI is only as good as the data that feeds it. With IBM Cloud Pak for Data, you can make your data ready for an AI and multi-cloud world and access an array of IBM Watson technologies at your fingertips. Rapidly provision services for data scientists, data engineers and developers so they can wo
Reviews
Categories
G2 Awards
Best Analytics and AI Products 2023
Best IT Infrastructure Products 2023
Grid Leader Infrastructure as a Service (IaaS) Winter 2024
Grid Leader Data Fabric Fall 2023
Grid Leader Infrastructure as a Service (IaaS) Fall 2023
Relationship Leader Big Data Analytics Fall 2023
Grid Leader Predictive Analytics Summer 2023
Grid Leader Infrastructure as a Service (IaaS) Summer 2023
41
Files.com
Managed File Transfer (MFT)
Files.com is a cloud-native/SaaS file automation and integration platform that provides a cloud-centric approach to enterprise grade, file-based integrations and automations while emphasizing security, compliance, and data residency for business-critical file transfers and exchanges.
Files.com is a cloud-native/SaaS file automation and integration platform that provides a cloud-centric approach to enterprise grade, file-based integrations and automations while emphasizing security, compliance, and data residency for business-critical file transfers and exchanges.
Reviews
Categories
G2 Awards
Best IT Infrastructure Products 2023
Implementation Leader Managed File Transfer (MFT) Winter 2024
Usability Leader Managed File Transfer (MFT) Winter 2024
Usability Leader File Transfer Protocol (FTP) Winter 2024
Grid High performer File Transfer Protocol (FTP) Winter 2024
Asia Pacific High performer File Transfer Protocol (FTP) Winter 2024
Grid High performer Managed File Transfer (MFT) Winter 2024
42
HubSpot Data Hub
iPaaS
HubSpot Operations Hub allows you to keep all your contacts in 2-Way, Real Time Sync no matter if you use (Gmail/Outlook, Salesforce, Pipedrive, Constant Contact, Prosperworks, HubSpot, MailChimp or ActiveCampaign to name a few).
HubSpot Operations Hub allows you to keep all your contacts in 2-Way, Real Time Sync no matter if you use (Gmail/Outlook, Salesforce, Pipedrive, Constant Contact, Prosperworks, HubSpot, MailChimp or ActiveCampaign to name a few).
Reviews
Categories
G2 Awards
Best IT Infrastructure Products 2023
Usability Leader Stream Analytics Winter 2024
Results Leader Stream Analytics Winter 2024
Implementation Leader Stream Analytics Winter 2024
43
Twilio Segment
Customer Data Platform (CDP)
Segment is a customer data platform that helps every team access clean and reliable customer data to make real-time decisions, accelerate growth, and personalize experiences. Today, over 20,000 companies across 70+ countries use Segment, from fast-growing businesses like Instacart, Peloton, and Bon
Segment is a customer data platform that helps every team access clean and reliable customer data to make real-time decisions, accelerate growth, and personalize experiences. Today, over 20,000 companies across 70+ countries use Segment, from fast-growing businesses like Instacart, Peloton, and Bon
Reviews
Categories
G2 Awards
Best IT Infrastructure Products 2023
Best Software Products 2023
Europe Leader Data Governance Winter 2024
EMEA Leader Data Governance Winter 2024
Asia Pacific Leader E-Commerce Data Integration Winter 2024
Europe Leader E-Commerce Data Integration Winter 2024
Results Leader Data Governance Winter 2024
EMEA Leader Customer Data Platform (CDP) Winter 2024
44
Amazon Kinesis Data Streams
Stream Analytics
Amazon Kinesis Data Streams is a serverless streaming data service that makes it easy to capture, process, and store data streams at any scale.
Amazon Kinesis Data Streams is a serverless streaming data service that makes it easy to capture, process, and store data streams at any scale.
Reviews
Categories
G2 Awards
Best IT Infrastructure Products 2023
Grid Leader Event Stream Processing Winter 2024
Grid Leader Stream Analytics Winter 2024
Asia Leader Stream Analytics Winter 2024
Asia Pacific Leader Stream Analytics Winter 2024
India Leader Event Stream Processing Winter 2024
Asia Leader Event Stream Processing Winter 2024
Asia Pacific Leader Event Stream Processing Winter 2024
45
Amazon Redshift
Data Warehouse
Amazon Redshift is a fast, fully managed data warehouse that makes it simple and cost-effective to analyze all your data using standard SQL and your existing Business Intelligence (BI) tools.
Amazon Redshift is a fast, fully managed data warehouse that makes it simple and cost-effective to analyze all your data using standard SQL and your existing Business Intelligence (BI) tools.
Reviews
Categories
G2 Awards
Best IT Infrastructure Products 2023
India Leader Big Data Integration Platforms Winter 2024
Grid Leader Columnar Databases Winter 2024
Grid Leader Data Warehouse Winter 2024
Asia Pacific Leader Data Warehouse Winter 2024
Asia Leader Data Warehouse Winter 2024
India Leader Columnar Databases Winter 2024
46
TeamViewer
Remote Support
Easy-to-use remote support and access software that lets you securely connect to and monitor desktop-to-desktop, desktop-to-mobile, mobile-to-mobile, or to unattended devices like servers and IoT devices from anywhere.
Easy-to-use remote support and access software that lets you securely connect to and monitor desktop-to-desktop, desktop-to-mobile, mobile-to-mobile, or to unattended devices like servers and IoT devices from anywhere.
Reviews
Categories
G2 Awards
Best IT Infrastructure Products 2023
Best Germany Sellers 2023
Grid Leader Co-Browsing Winter 2024
Best EMEA Sellers 2023
Relationship Leader Co-Browsing Winter 2024
India Leader Remote Support Winter 2024
Asia Leader Remote Support Winter 2024
Usability Leader Remote Desktop Winter 2024
Asia Pacific Leader Remote Support Winter 2024
47
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.
Reviews
Categories
G2 Awards
Best Analytics and AI Products 2023
Best IT Infrastructure Products 2023
Americas Leader Predictive Analytics Winter 2024
Americas Leader Data Preparation Winter 2024
Relationship Leader Big Data Analytics Winter 2024
Usability Leader Big Data Analytics Winter 2024
Results Leader Big Data Analytics Winter 2024
48
Progress MOVEit
Managed File Transfer (MFT)
Exchanging files over the Internet shouldn’t be complicated. That’s why more than 40 million users from around the world rely on MOVEit – The Managed File Transfer Software from Progress to simplify and secure the file transfer tasks, save time, and improve communications.
Exchanging files over the Internet shouldn’t be complicated. That’s why more than 40 million users from around the world rely on MOVEit – The Managed File Transfer Software from Progress to simplify and secure the file transfer tasks, save time, and improve communications.
Reviews
Categories
G2 Awards
Best IT Infrastructure Products 2023
Grid Leader Managed File Transfer (MFT) Winter 2024
Implementation Leader Managed File Transfer (MFT) Winter 2024
Relationship Leader Encryption Winter 2024
Relationship Leader Managed File Transfer (MFT) Winter 2024
49
IBM StreamSets
ETL Tools
StreamSets DataOps Platform is an end-to-end data engineering platform to design, deploy, operate and optimize data pipelines to deliver continuous data. StreamSets offers a single pane of glass for batch, streaming, CDC, ETL and ML pipelines with built-in data drift protection for full transparency
StreamSets DataOps Platform is an end-to-end data engineering platform to design, deploy, operate and optimize data pipelines to deliver continuous data. StreamSets offers a single pane of glass for batch, streaming, CDC, ETL and ML pipelines with built-in data drift protection for full transparency
Reviews
Categories
G2 Awards
Best IT Infrastructure Products 2023
Grid High performer Stream Analytics Spring 2023
Grid High performer Big Data Integration Platforms Spring 2023
50
Amazon Athena
Database as a Service (DBaaS)
Amazon Athena is a serverless, interactive query service that enables users to analyze large datasets directly in Amazon S3 using standard SQL. With no infrastructure to manage, Athena allows for quick, ad-hoc querying without the need for complex ETL processes. It automatically scales to execute qu
Amazon Athena is a serverless, interactive query service that enables users to analyze large datasets directly in Amazon S3 using standard SQL. With no infrastructure to manage, Athena allows for quick, ad-hoc querying without the need for complex ETL processes. It automatically scales to execute qu
Reviews
Categories
G2 Awards
Best IT Infrastructure Products 2023
India Leader Database Management Systems (DBMS) Winter 2024
Asia Leader Database Management Systems (DBMS) Winter 2024
Asia Pacific Leader Database Management Systems (DBMS) Winter 2024
India Leader Database as a Service (DBaaS) Winter 2024
FAQs
What are the G2 Best Software Awards?
G2’s Annual Best Software Awards ranks the world’s best software companies and products based on authentic, timely reviews from real users.
How are the winners determined?
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 they are a part of. 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 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 or product must receive at least 50 approved and published reviews during the 2022 calendar year. 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 2022. Other G2 reports might include more or less data which would potentially show different rankings for software companies and products. Also, broadly-defined “Other” categories such as “Other Marketing Software” and “Other IT Security Software” were excluded to ensure we were evaluating products with relevant comparative scoring.
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 2023 Best Software Lists researched and published using the same methodology and criteria as past years? If not, what is new?
To be more inclusive of software companies and products, in 2022, we reduced the number of vendor-level reviews per calendar year to be eligible - from 100 to 50. This criteria is being leveraged for the 2023 list as well. Being eligible of course does not guarantee inclusion on a list.
In 2023, we also added net-new lists for:
- Companies
- UK Software Companies
- France Software Companies
- Germany Software Companies
- Products (persona-based)
- Best products for professionals in Customer Service
