Best Data Center Infrastructure Management Tools - Page 4

How Many Data Center Infrastructure Management (DCIM) Software Products Does G2 Track?

Total Products under this Category: 99

Category Stats (Nov 2026)

  • Average Rating: 4.44/5 (↑0.02 vs Oct 2026) The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: Modius OpenData (+2.87%) - Among all products in this category, Modius OpenData recorded the largest rating increase compared to last month

Last updated: November 01, 2026

How Does G2 Rank Data Center Infrastructure Management (DCIM) Software Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 4,200+ Authentic Reviews
  • 99+ Products
  • Unbiased Rankings

G2's software rankings are built on verified user reviews, rigorous moderation, and a consistent research methodology maintained by a team of analysts and data experts. Each product is measured using the same transparent criteria, with no paid placement or vendor influence. While reviews reflect real user experiences, which can be subjective, they offer valuable insight into how software performs in the hands of professionals. Together, these inputs power the G2 Score, a standardized way to compare tools within every category.

G2 Grid® for Data Center Infrastructure Management (DCIM) Software

G2 Grid® for Data Center Infrastructure Management (DCIM) Software plotting products by satisfaction and market presence

Highlighted products: VMware vSphere Foundation (VVF), OpManager Nexus, Modius OpenData, BMC AMI Ops, Faddom, StruxureWare, Nlyte, and Cisco Nexus Dashboard.

Underlying data: [Grid® JSON](https://www.g2.com/categories/data-center-infrastructure-management-dcim/grids.json?focus%5B%5D=vmware-vsphere-foundation-vvf&focus%5B%5D=opmanager-nexus&focus%5B%5D=modius-opendata&focus%5B%5D=bmc-ami-ops&focus%5B%5D=faddom&focus%5B%5D=struxureware&focus%5B%5D=nlyte&focus%5B%5D=cisco-nexus-dashboard)

Vektor

UPC Vektor is an AI Factory platform designed to help enterprises manage, optimize, and scale AI infrastructure and workloads. It provides GPU management, AI workload orchestration, multi-tenant infrastructure, observability, governance, security, and cost management in a unified platform. Vektor enables organizations to efficiently run and monetize AI workloads while maintaining control, security, and operational visibility.

Average Rating: 5.0/5.0

Total Reviews: 1

Who Is the Company Behind Vektor?

  • Seller: UnitedLayer
  • Year Founded: 2001
  • HQ Location: Santa Clara, California, United States
  • LinkedIn® Page: www.linkedin.com
    128 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Medium

What Are Recent G2 Reviews of Vektor?

Amazon ElastiCache

Amazon ElastiCache is a fully managed service that makes it easy to deploy, operate, and scale an in-memory data store and cache in the cloud. Often working in conjunction with other AWS database and storage services, ElastiCache ensures modern applications meet real-time requirements for high data throughput and sub-milli second response times, while serving millions of simultaneous requests. Amazon ElastiCache supports two open-source in-memory engines: o Redis - a fast, open source, in-memory data store and cache. Amazon ElastiCache for Redis is a Redis-compatible in-memory service that delivers the ease-of-use and power of Redis along with the availability, reliability and performance suitable for the most demanding applications. ElastiCache for Redis is fully managed, scalable, and secure - making it an ideal candidate to power high-performance use cases such as Web, Mobile Apps, Gaming, Ad-Tech, and IoT. o Memcached - a widely adopted memory object caching system. Amazon ElastiCache for Memcached is protocol compliant with Memcached, so popular tools that you use today with existing Memcached environments will work seamlessly with the service. ElastiCache for Memcached is suitable for caching use cases where performance and concurrency is important.

Average Rating: 4.5/5.0

Total Reviews: 84

How Do G2 Users Rate Amazon ElastiCache?

  • Quality of Support: 8.6/10 (Category avg: 8.2/10)

Who Is the Company Behind Amazon ElastiCache?

Who Uses This Product?

  • Who Uses This: DevOps Engineer, Software Engineer
  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 35% Small, 33% Medium

What Do G2 Reviewers Say About Amazon ElastiCache?

AI-generated summary from verified user reviews

Pros
  • Users find cost efficiency in alternatives to Amazon ElastiCache, citing significant savings and better performance options.
  • Users highlight the lack of effective customer support from AWS, leading to negative experiences with billing and account security.
  • Users appreciate the extremely low-latency performance of Amazon ElastiCache, enhancing application responsiveness during traffic spikes.
  • Users appreciate the extremely low-latency performance of Amazon ElastiCache, enhancing application response times significantly.
  • Users appreciate the extremely low-latency performance of Amazon ElastiCache, enhancing application response times and managing traffic spikes effectively.
Cons
  • Users criticize the cost issues with ElastiCache, feeling it's overpriced with inadequate support compared to alternatives.
  • Users often face downtime issues when scaling large Redis clusters, requiring careful planning and rebalancing.
  • Users find AWS ElastiCache to be expensive and lacking support, prompting many to switch to more cost-effective solutions.
  • Users report poor customer support with Amazon ElastiCache, leading many to switch to alternatives like GCP.
  • Users struggle with scaling issues in Amazon ElastiCache, often needing downtime and careful rebalancing for large Redis clusters.

What Are Recent G2 Reviews of Amazon ElastiCache?

What Are G2 Users Discussing About Amazon ElastiCache?

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Amazon Relational Database Service (RDS)

Amazon Relational Database Service (Amazon RDS) makes it easy to set up, operate, and scale a relational database in the cloud. It provides cost-efficient and resizable capacity while managing time-consuming database administration tasks such as hardware provisioning, database setup, patching and backups. It frees you up to focus on your apps so you can give them the better performance, availability, security, and compatibility they need. Amazon RDS is available on 6 familiar database instances: Amazon Aurora, MySQL, PostgreSQL, MariaDB, Oracle Database and SQL Server engines. This means that the code, applications, and tools you already use today with your existing databases can be used with Amazon RDS. Amazon RDS automatically patches the database software and backs up your database, storing the backups for a user-defined retention period and enabling point-in-time recovery. You benefit from the flexibility of being able to scale the compute resources or storage capacity associated with your relational database instance via a single API call. In addition, Amazon RDS makes it easy to use replication to enhance availability and reliability for production databases. Amazon RDS for MySQL also enables you to scale out beyond the capacity of a single database deployment for read-heavy database workloads. As with all Amazon Web Services, there are no up-front investments required, and you pay only for the resources you use.

Average Rating: 4.5/5.0

Total Reviews: 865

How Do G2 Users Rate Amazon Relational Database Service (RDS)?

  • Quality of Support: 8.6/10 (Category avg: 8.2/10)

Who Is the Company Behind Amazon Relational Database Service (RDS)?

Who Uses This Product?

  • Who Uses This: DevOps Engineer, Software Engineer
  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 38% Medium, 34% Large

What Do G2 Reviewers Say About Amazon Relational Database Service (RDS)?

AI-generated summary from verified user reviews

Pros
  • Users enjoy the ease of use of Amazon RDS, appreciating its seamless integration and automatic management features.
  • Users value the seamless scalability of Amazon RDS, enabling efficient management of expanding datasets and microservices.
  • Users highlight Amazon RDS's strong security, which simplifies operations while ensuring data protection and reliability.
  • Users appreciate the setup ease of Amazon RDS, enabling swift, hassle-free deployment for their applications.
  • Users value the automated backups and maintenance of RDS, enhancing operational efficiency and minimizing errors.
Cons
  • Users find the costs quite high, especially with unused instances leading to significant charges over time.
  • Users note that cost issues arise with Amazon RDS, especially for larger databases and high availability configurations.
  • Users express frustration with the limited control in RDS, impacting custom monitoring and configuration capabilities.
  • Users find the complexity of understanding AWS services challenging, particularly regarding naming conventions and pricing structures.
  • Users find Amazon RDS has very limited customization options due to its managed service nature, restricting advanced configurations.

What Are Recent G2 Reviews of Amazon Relational Database Service (RDS)?

What Are G2 Users Discussing About Amazon Relational Database Service (RDS)?

Asset VUE Inventory

Asset Vue creates RFID-based IT asset management solutions for conducting fast IT asset audits that save time and reduce hassles.

Average Rating: 5.0/5.0

Total Reviews: 1

How Do G2 Users Rate Asset VUE Inventory?

  • Quality of Support: 8.3/10 (Category avg: 8.2/10)

Who Is the Company Behind Asset VUE Inventory?

Who Uses This Product?

  • Company Size: 100% Medium

What Are Recent G2 Reviews of Asset VUE Inventory?

What Are G2 Users Discussing About Asset VUE Inventory?

AWS DataSync

AWS DataSync is a data transfer service that makes it easy for you to automate moving data between on-premises storage and Amazon S3 or Amazon Elastic File System (Amazon EFS).

Average Rating: 4.2/5.0

Total Reviews: 14

How Do G2 Users Rate AWS DataSync?

  • Quality of Support: 8.5/10 (Category avg: 8.2/10)

Who Is the Company Behind AWS DataSync?

Who Uses This Product?

  • Company Size: 43% Small, 43% Medium

What Are Recent G2 Reviews of AWS DataSync?

What Are G2 Users Discussing About AWS DataSync?

Canfigure

Who Is the Company Behind Canfigure?

  • Seller: Canfigure
  • Year Founded: 2005
  • HQ Location: Great Neck, US
  • LinkedIn® Page: www.linkedin.com
    1 employees on LinkedIn®

Cisco ACI

Who Is the Company Behind Cisco ACI?

  • Seller: Cisco
  • Year Founded: 1984
  • HQ Location: San Jose, CA
  • LinkedIn® Page: www.linkedin.com
    95,294 employees on LinkedIn®
  • Ownership: NASDAQ:CSCO
  • Phone: 847-678-6600

Cohesity

Cohesity protects, secures, and provides insights into the world’s data. As the leader in AI and data security, Cohesity helps organizations strengthen resilience, accelerate recovery, and reduce IT costs. The Cohesity Data Cloud helps organizations defend against cybersecurity threats with comprehensive data security and management capabilities, including immutable backup snapshots, AI-based threat detection, monitoring for malicious behavior, and rapid recovery at scale. Cohesity solutions can be delivered as a service, self-managed, or provided by a Cohesity-powered partner. Cohesity is headquartered in Santa Clara, CA and is trusted by customers in more than 140 countries, including two-thirds of the Global 500. Cohesity is also backed by industry leaders such as NVIDIA, Amazon, Google, IBM, Cisco, and HPE.

Average Rating: 4.2/5.0

Total Reviews: 214

How Do G2 Users Rate Cohesity?

  • Quality of Support: 8.4/10 (Category avg: 8.2/10)

Who Is the Company Behind Cohesity?

  • Seller: Cohesity
  • Company Website:
  • Year Founded: 2013
  • HQ Location: Santa Clara, CA
  • LinkedIn® Page: www.linkedin.com
    7,808 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Systems Administrator
  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 45% Large, 38% Medium

What Do G2 Reviewers Say About Cohesity?

AI-generated summary from verified user reviews

Pros
  • Users value the seamless integration of Cohesity with M365, enhancing their backup experience across all services.
  • Users value the backup frequency of Cohesity, ensuring timely and reliable data protection.
  • Users value the all-in-one backup solution of Cohesity, benefiting from a single point of contact for support.
  • Users appreciate the seamless cloud integration of Cohesity with M365, ensuring comprehensive backup and management.
  • Users value the seamless integration of Cohesity for easy backup and remote management across platforms.
Cons
  • Users are frustrated by the alert issues in Cohesity, requiring manual management of disabled user accounts.
  • Users express dissatisfaction with Cohesity's authentication issues, such as lack of automatic detection of disabled user accounts.
  • Users express frustration with backup failures caused by the inability to auto-remove disabled accounts from protection groups.
  • Users face backup issues due to manual intervention required for disabled accounts, complicating the backup process.
  • Users find the initial setup complex, necessitating careful planning to ensure a smooth implementation.

What Are Recent G2 Reviews of Cohesity?

What Are G2 Users Discussing About Cohesity?

Conversionomics

Cloud based ETL platform that helps businesses collect, aggregate, analyze and report on datasets using automated dashboards. Conversionomics can automate and accelerate your data preparation cycle, even if it means combining thousands of sources, dimensions, and metrics, adding labels and transforming…and having it done by the morning. Set up all the automated connections you want, no per-connection charges. Don’t you hate it when you bump up against limits on connections, or projects, or rows, or MB/TBs of data? We do, too! So, we built a data integration tool that doesn’t do that. APIs available: CSV, Google Ads, Google Analytics, Facebook, Bing, Email, DCM, Google BigQuery, RDB, Sprinklr, Google Sheets, Salesforce, Google Search Ads 360, Google Search Console, Adobe Analytics, Criteo, LinkedIn, SFTP, Twitter, Spotify, Waze, + more coming soon!

Average Rating: 5.0/5.0

Total Reviews: 2

How Do G2 Users Rate Conversionomics?

  • Quality of Support: 9.2/10 (Category avg: 8.2/10)

Who Is the Company Behind Conversionomics?

Who Uses This Product?

  • Company Size: 100% Medium

What Are Recent G2 Reviews of Conversionomics?

What Are G2 Users Discussing About Conversionomics?

Cybus Connectware

Cybus Connectware is a centralized and scalable factory data hub that collects, processes and distributes industrial data. It supports large scale configurations along multiple factory sites and is tailored for production-critical operation. With its strength in data integration at scale, Connectware creates robust data infrastructures to guarantee seamless technological integration of production, IT and business. Based on the power of code, Connectware is the only Industrial IoT software that streamlines the automated deployment and management of data integration – standardized, fail-safe and cloud-native. Running fully on-premises, Connectware bridges the gap between cloud and edge by combining containerization, modularity and CI/CD with highest security standards and data sovereignty. Global enterprises from industries such as automotive, metal processing or machinery rely on Cybus’ software technology to set new standards for data-driven production.

Who Is the Company Behind Cybus Connectware?

  • Seller: Cybus
  • Year Founded: 2015
  • HQ Location: Hamburg, Hamburg, Germany
  • LinkedIn® Page: www.linkedin.com
    63 employees on LinkedIn®
Shalaka Joshi
SJ
Researched and written by Shalaka Joshi
Updated May 8, 2026