UnderstandSciTools
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Related Products
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About
Understand is a comprehensive static-analysis and code-comprehension platform that helps software engineers “see” and understand large, complex code bases, whether legacy, safety-critical, or modern multi-language projects. It parses your source code and builds a complete “code dictionary” of every entity (files, classes, functions, variables), populating cross-references, call trees, dependency graphs, control-flow diagrams, and more. Through interactive, customizable graphs and visualizations, call graphs, control flow graphs, dependency trees, and UML-style class diagrams, you can explore exactly how parts of the code connect, which modules depend on which, and where changes may ripple across the project. Understand also computes detailed metrics at various levels (file, class, function) such as cyclomatic complexity, lines of code, comment-to-code ratio, coupling/cohesion, and other maintainability indicators; these metrics can be viewed in treemaps, exported to HTML or CSV.
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About
Vizcept is a browser-based AI tool for creating academic figures from written descriptions, study details, or data. It supports conceptual frameworks, CONSORT and PRISMA flow diagrams, research flowcharts, syntax trees, sentence diagrams, graphical abstracts, pathway diagrams, and posters. For conceptual frameworks, CONSORT diagrams, syntax trees, and sentence diagrams, it uses a language model to interpret input and code to place labels, arrows, and counts; other figure types are produced with an image model. Users can revise figures in a versioned workspace and export PNG or SVG files. Browser-based plotting tools create violin, box, and scatter plots from pasted data. Vizcept is aimed at master's and PhD students, researchers preparing papers, posters, or grants, and students and instructors in linguistics. A first figure is free; subscriptions and non-renewing credit packs are also available.
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Platforms Supported
Windows
Not Supported
Mac
Not Supported
Linux
Not Supported
Cloud
Supported
On-Premises
Not Supported
iPhone
Not Supported
iPad
Not Supported
Android
Not Supported
Chromebook
Not Supported
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Platforms Supported
Windows
Not Supported
Mac
Not Supported
Linux
Not Supported
Cloud
Supported
On-Premises
Not Supported
iPhone
Not Supported
iPad
Not Supported
Android
Not Supported
Chromebook
Not Supported
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Audience
Software engineers and development teams wanting a tool to visualize structure, enforce standards, detect bugs early, and maintain or refactor code with confidence
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Audience
Master's and PhD students, researchers, and people teaching or taking linguistics courses.
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Support
Phone Support
Supported
24/7 Live Support
Not Supported
Online
Supported
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Support
Phone Support
Not Supported
24/7 Live Support
Not Supported
Online
Supported
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API
Offers API
Supported
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API
Offers API
Not Supported
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Screenshots and Videos |
Screenshots and VideosNo images available
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Pricing
$100 per month
Free Version
Not Supported
Free Trial
Supported
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Pricing
$14.90/month
The Basic plan is $14.90 per month for 300 credits. Annual billing is $106.80 per year ($8.90 per month equivalent). One-time credit packs start at $19.90 and do not renew; credits remain valid for 365 days. The first figure can be generated free, with a watermark on free downloads; paid plans or credit packs enable watermark-free downloads.
Free Version
Supported
Free Trial
Not Supported
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Reviews/
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Reviews/
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Training
Documentation
Supported
Webinars
Supported
Live Online
Supported
In Person
Not Supported
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Training
Documentation
Supported
Webinars
Not Supported
Live Online
Not Supported
In Person
Not Supported
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Company InformationSciTools
Founded: 1996
United States
scitools.com
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Company InformationVizcept
Founded: 2026
vizcept.com
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Alternatives |
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Categories |
Categories |
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Integrations
Ada
Supported
C
Supported
C++
Supported
Google Sheets
Supported
HTML
Supported
Java
Supported
Microsoft Excel
Supported
PHP
Supported
Python
Supported
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Integrations
Ada
Not Supported
C
Not Supported
C++
Not Supported
Google Sheets
Not Supported
HTML
Not Supported
Java
Not Supported
Microsoft Excel
Not Supported
PHP
Not Supported
Python
Not Supported
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