Data Quadrants are proudly founded in 100% user review data and are free of traditional
"magical" components such as market presence and analyst opinion, which are opaque in nature
and may be influenced by vendor pressure, financial or otherwise.
The SoftwareReviews Data Quadrant evaluates and ranks products based on feedback from IT
and business professionals. The placement of a software in the Data Quadrant indicates its
relative ranking as well as its categorization.
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A thorough evaluation and ranking of all software in an individual category to compare
software across every dimension.
Note Software product placement is based on the scores provided by users, recency of the reviews, and review volume. Axes are dynamically adjusted based on the minimum and maximum values in the data set.
Evaluate the Complete
Software Experience
When distilled down, the software experience is shaped by both the experience with the software
and the relationship with the vendor. Evaluating enterprise software along these two dimensions
provides a comprehensive understanding of the product and helps identify vendors that can deliver on both.
Product Features and Satisfaction
The satisfaction is captured in the overall satisfaction score, which is driven by the likelihood
of users to recommend the software, combined with user satisfaction across top product features.
Vendor Experience and Capabilities
The vendor relationship is calculated in a weighted average of the satisfaction scores tied to vendor
capabilities (e.g. software implementation, training, customer support, product roadmap) as well as
emotional response ratings toward the vendor (e.g. trustworthy, respectful, fair).
ChatGPT is a free-to-use AI system. It is used for engaging conversations, gaining insights, automating tasks, and witnessing the future of AI, all in one place.
Visual Studio IntelliCode brings AI assistance directly into your personal development flow. IntelliCode helps you drive accuracy and consistency with code completion that can fill in a whole line at once. The AI detects your code context—including variable names, functions, and the type of code you’re writing—to give you the best suggestions. Even better: IntelliCode runs on your machine, ensuring your private code stays private.
GitHub Copilot suggests code completions as developers type and turns natural language prompts into coding suggestions based on the project's context and style conventions. GitHub Copilot keeps track of your work, suggests descriptions, and helps reviewers reason about your changes. Use GitHub Copilot to code faster, drive impact, and focus on doing what matters most: building great software.
BlackBox.AI is a coding LLM designed to transform the way we build software. By building BlackBox.AI, you can accelerate the pace of innovation within companies by making engineers 10X faster in building and releasing products and accelerate the growth in software engineers around the world and 10X the number of engineers from ~100M to 1B.
Replit AI is Replit’s suite of artificial intelligence features: Complete Code, Generate Code, Edit Code, Explain Code and Chat. Together, they enhance your development experience on Replit. Replit AI returns results generated from large language models trained on publicly available code and tuned by Replit. To make suggestions and explain your code, Replit AI considers what you type and other context from your Repl like the programming language you're using.
Amazon Q Developer (previously Amazon CodeWhisperer) The most capable generative AI–powered assistant for software development. To accelerate building across the entire software development lifecycle, Amazon Q agents can autonomously perform a range of tasks–everything from implementing features, documenting, testing, reviewing, and refactoring code, to performing software upgrades.
Claude is a next-generation AI assistant based on Anthropic’s research into training helpful, honest, and harmless AI systems. Accessible through chat interface and API in our developer console, Claude is capable of a wide variety of conversational and text processing tasks while maintaining a high degree of reliability and predictability. Claude can help with use cases including summarization, search, creative and collaborative writing, Q&A, coding, and more.
Cody is an intelligent AI assistant like ChatGPT – with the added benefit of being able to train it on your business, your team, your processes, and your clients with your own knowledge base. Use Cody as an employee to support your team, answer questions, help with creative work, troubleshoot issues, and brainstorm ideas.
Tabnine is a top-to-bottom AI-assisted development workflow that empowers all code creators, in all languages, from concept through to completion. Tabnine will help you create, test, and maintain code faster – all in your favorite IDE. Tabnine delivers the AI-enabled collaboration tools integral to the success of development teams, and giving organizations the edge they need in an increasingly competitive landscape.
Codeium is the modern coding superpower, a code acceleration toolkit built on cutting edge AI technology. With easy integration into editors, you can focus on being the best software developer.
For the full list of vendors in this space, click here.
About Gold Medal Awards and Software Reports
SoftwareReviews Gold Medal Awards recognize outstanding vendors in the technology marketplace as evaluated by their users. Gold Medals are the capstone of an in-depth software evaluation report, and awarded using a proprietary, transparent methodology based on a composite satisfaction score that averages four different areas of evaluation: Net Emotional Footprint, Vendor Capabilities, Product Features, and Likeliness to Recommend. The Net Emotional Footprint Score measures user emotional response ratings of the vendor (e.g. trustworthy, respectful, fair).
Software Reports present comprehensive evaluations of software vendors on the above elements. Software buyers can use this data to make more informed, data-driven software purchasing and renewal decisions.
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