
Excalidraw
Graphviz
PlantUML
Diagrams
asciiflow
Mermaid
SequenceDiagram.org
Creates diagrams from textual descriptions! It provides a unified API with support for BlockDiag, BPMN, Bytefield, C4 (with PlantUML), Ditaa, Erd, GraphViz, Mermaid, Nomnoml, PlantUML, SvgBob, UMLet, Vega, Vega-Lite, WaveDrom

The modern platform for creating, sharing, and collaborating on AI prompts. Advanced version control and real-time testing.

Which is more popular?
Based on our record, Kroki seems to be more popular. It has been mentioned 39 times since March 2021.
Website, pricing, platforms and company facts side by side.
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| Website | kroki.io | diffyn.com |
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What each product offers, as listed by its team.


Possible disadvantages
An editorial look at what each product does well and who it suits.


No analysis of Kroki yet.
Overall verdict
Why this product is good
Recommended for
Walkthroughs and reviews on video.
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The Ultimate Prompt Tool for Creators – Visualize & Organize with Diffyn
How often each product is chosen within a category, 0–100% relative to the other.


As answered by people managing Kroki and Diffyn.
Diffyn's answer:
Addresses workflow and change management on LLM prompts, provide teams with traceability and visualization of tests across multiple models, provide deeper understading into efficiency of these prompts.
Diffyn's answer:
Diffyn is the platform that specializes on both change management and multi-model analysis.
Diffyn's answer:
React, Next.js, POSTGRESQL
Diffyn's answer:
Professionals incorporating LLMs or AI tools in their workflow and wants to keep track of changes and test their prompts.
Diffyn's answer:
I started working on Diffyn when I notice that prompting has become an essential part of work across many industries. While there are version control platofrms like github, they are not designed for just prompt management are can be overkill such applications, it is also not integrated natively with various LLMs and relevant tools for users to validate ideas and visualise results properly.
Share your experience with using Kroki and Diffyn. For example, how are they different and which one is better?
Recommendations tracked on public social media and blogs since March 2021.


Https://kroki.io/#try Shout out to Kroki, which offers Mermaid and many other text-based diagramming formats. - Source: Hacker News / 3 months ago
The CLI sends the block to Kroki, gets back an image, and saves it locally. After committing the image to your assets repo, dev push replaces the code block with an image link pointing to GitHub — dev.to never sees the mermaid source.... - Source: dev.to / 7 months ago
In this blog post, we will implement a custom section helper that allows to invoke a Kroki.io server to generate images from almost every possible diagram as code language. - Source: dev.to / over 1 year ago
Tracking Diffyn since Jun 2025.
When comparing Kroki and Diffyn, you can also consider the following products.

Excalidraw is a whiteboard tool that lets you easily sketch diagrams that have a hand-drawn feel to them.
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Graphviz is open source graph visualization software. It has several main graph layout programs.
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PlantUML is an open-source tool that uses simple textual descriptions to draw UML diagrams.
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Diagrams lets you draw the cloud system architecture in Python code. It was born for prototyping a new system architecture without any design tools. You can also describe or visualize the existing system architecture as well.
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Infinite ASCII diagrams, save to Google Drive, resize, freeform draw, and export straight to text/html.
Compare asciiflow to Kroki or Diffyn:
