Understand

Understand

SciTools
+
+

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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.

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.

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

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

Audience

Software engineers and development teams wanting a tool to visualize structure, enforce standards, detect bugs early, and maintain or refactor code with confidence

Audience

Master's and PhD students, researchers, and people teaching or taking linguistics courses.

Support

Phone Support Supported
24/7 Live Support Not Supported
Online Supported

Support

Phone Support Not Supported
24/7 Live Support Not Supported
Online Supported

API

Offers API Supported

API

Offers API Not Supported

Screenshots and Videos

Screenshots and Videos

No images available

Pricing

$100 per month
Free Version Not Supported
Free Trial Supported

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

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Training

Documentation Supported
Webinars Supported
Live Online Supported
In Person Not Supported

Training

Documentation Supported
Webinars Not Supported
Live Online Not Supported
In Person Not Supported

Company Information

SciTools
Founded: 1996
United States
scitools.com

Company Information

Vizcept
Founded: 2026
vizcept.com

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Categories

Categories

Integrations

Ada Supported
C Supported
C++ Supported
Google Sheets Supported
HTML Supported
Java Supported
Microsoft Excel Supported
PHP Supported
Python Supported

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
Claim Understand and update features and information
Claim Understand and update features and information
Claim Vizcept and update features and information
Claim Vizcept and update features and information