# Best Other IT Infrastructure Software - Page 18 *By [Shalaka Joshi](https://research.g2.com/insights/author/shalaka-joshi)* Other IT infrastructure category encompasses products that deliver relevant functionality but do not align precisely with G2’s defined subcategories. This includes solutions with specialized, emerging, or cross-functional capabilities. These products offer a range of functionalities, such as enhancing Java application development, providing system restoration solutions, offering high-performance computing resources, and cloud infrastructure management. Key features often include advanced security measures, flexible configurations, seamless integration with existing systems, and support for multiple platforms and environments. These tools are designed to address specific needs such as system consistency, database management, cloud computing, and web performance optimization, providing organizations with the flexibility and control required to manage their IT infrastructure effectively. To qualify for inclusion in the Other IT Infrastructure category, a product must: - Have features and use cases that do not fit into existing IT infrastructure categories - Provide specialized, emerging, or cross-functional capabilities that enhance traditional IT infrastructure ## G2 Grid® for Other IT Infrastructure Software ![G2 Grid® for Other IT Infrastructure Software plotting products by satisfaction and market presence](https://www.g2.com/categories/other-it-infrastructure/grids.png?focus%5B%5D=115192&focus%5B%5D=149733&focus%5B%5D=1196178&focus%5B%5D=40865&focus%5B%5D=1309571&focus%5B%5D=168633&focus%5B%5D=104280&focus%5B%5D=87455) Highlighted products: AWS Cloud Development Kit (AWS CDK), Firstbase, CoinGecko API, AWS Schema Conversion Tool, Azure Quantum, Amazon AppFlow, AWS Deep Learning Containers, and AWS Transit Gateway. Underlying data: [Grid® JSON](https://www.g2.com/categories/other-it-infrastructure/grids.json?focus%5B%5D=aws-cloud-development-kit-aws-cdk&focus%5B%5D=firstbase-firstbase&focus%5B%5D=coingecko-api&focus%5B%5D=aws-schema-conversion-tool&focus%5B%5D=azure-quantum&focus%5B%5D=amazon-appflow&focus%5B%5D=aws-deep-learning-containers&focus%5B%5D=aws-transit-gateway) ## How Many Other IT Infrastructure Software Products Does G2 Track? **Total Products under this Category:** 263 ### Category Stats (Jul 2026) - **Average Rating**: 4.3/5 The average rating of products in this category, based on all submitted ratings - **Top Trending Product**: BMC AMI Data (+0.3%) - Among all products in this category, BMC AMI Data recorded the largest rating increase compared to last month *Last updated: July 14, 2026* ## How Does G2 Rank Other IT Infrastructure Software Products? **Why You Can Trust G2's Software Rankings:** - 30 Analysts and Data Experts - 900+ Authentic Reviews - 263+ 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. ## Which Other IT Infrastructure Software Is Best for Your Use Case? - **Leader:** [AWS Cloud Development Kit (AWS CDK)](https://www.g2.com/products/aws-cloud-development-kit-aws-cdk/reviews) - **Highest Performer:** [Firstbase](https://www.g2.com/products/firstbase-firstbase/reviews) - **Easiest to Use:** [Firstbase](https://www.g2.com/products/firstbase-firstbase/reviews) - **Top Trending:** [AWS Cloud Development Kit (AWS CDK)](https://www.g2.com/products/aws-cloud-development-kit-aws-cdk/reviews) - **Best Free Software:** [Faronics Deep Freeze](https://www.g2.com/products/faronics-deep-freeze/reviews) --- **Sponsored** ### Metadata.io The B2B Paid Digital Platform designed to optimize Ad Spend into Revenue with precision, efficiency, and AI-agents. While exceptionally designed for an ABM use, Metadata fits perfectly into broader Demand Generation approaches too. Metadata consolidates Paid Social and Paid Search channels into one platform. Allowing teams to scale, manage, and report on campaigns across channels. Metadata's AI optimizes campaigns across channels for metrics based on data from your CRM/MAP like meetings, pipeline, and revenue. The alternative is manually optimizing each channel, separately, for the top-of-funnel metrics available within native channels like cost-per-click. Metadata's target market focuses on leading marketing teams across SaaS industries who invest in Paid Social and Paid Search for customer acquisition. Metadata allows lean teams to hit large pipeline numbers. Key features of Metadata include: - Patented Audience Targeting - Programmed Experimentation at Scale - Unified Campaign Management and Reporting - Autonomous Bottom of Funnel Optimizations - Unlocking untapped B2B channels (Facebook, Instagram, Reddit, X etc) - Lead Enrichment Customers Include: Zoom, UserTesting, Apptio, Notion, Gainsight, Cisco, HPE, Cvent, BigID, LogicMonitor, AwardCo, Writer, Decisions.com, Monotype, Planful, Wrike, Own, Brex and more. [Visit website](https://www.g2.com/external_clickthroughs/record?secure%5Bad_program%5D=ppc&secure%5Bad_slot%5D=category_product_list&secure%5Bcategory_id%5D=650&secure%5Bchosen_at%5D=2026-07-15T07%3A34%3A29Z&secure%5Bdisplayable_resource_id%5D=497&secure%5Bdisplayable_resource_type%5D=Category&secure%5Bmedium%5D=sponsored&secure%5Bplacement_reason%5D=retargeted_product&secure%5Bplacement_resource_ids%5D%5B%5D=15192&secure%5Bprioritized%5D=false&secure%5Bproduct_id%5D=15192&secure%5Bresource_id%5D=650&secure%5Bresource_type%5D=Category&secure%5Bsource_type%5D=category_page&secure%5Bsource_url%5D=https%3A%2F%2Fwww.g2.com%2Fcategories%2Fother-it-infrastructure%3Fpage%3D17&secure%5Btoken%5D=90d13a37475679e3b76856be7332979f7f44065e80768e32b4aedd31aa4c5489&secure%5Burl%5D=https%3A%2F%2Fmetadata.io%2Fone%2F%3Futm_source%3DG2%26utm_medium%3Dother%26utm_term%3Dother%26utm_campaign%3DG2%26utm_content%3Ddemo%26utm_type%3Dother&secure%5Burl_type%5D=book_demo) --- ## What Is Other IT Infrastructure Software? [IT Infrastructure Software](https://www.g2.com/categories/it-infrastructure)