
Promptfoo
Openlayer
garak
Deepchecks
Mindgard.ai
AutoAlign.ai
MetalMantra
Open-source & Collaborative Quality Testing for AI models

XAMPP
Laragon
MAMP
Laravel Herd
ServBay
Free, open-source XAMPP alternative for Windows

Which is more popular?
Based on our record, Giskard.ai seems to be more popular. It has been mentioned 3 times since March 2021.
Website, pricing, platforms and company facts side by side.
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| Website | giskard.ai | devstackbox.com |
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| Platforms | — | |
| Company | 2022 | — |
| Listed in |
In their own words, as submitted to SaaSHub.


Giskard provides interfaces for AI & Business teams to evaluate and test ML models through automated tests and collaborative feedback from all stakeholders. Giskard speeds up teamwork to validate ML models and gives you peace of mind to eliminate risks of regression, drift and bias before...
DevStackBox is a free, open-source (MIT) alternative to XAMPP for Windows 10 and 11. One installer sets up Apache 2.4.65, PHP 8.3.31, MySQL 8.4.11 LTS and phpMyAdmin 5.2.2, so you get a working localhost without stitching together separate downloads. Need another PHP version? Download PHP 8.1,...
What each product offers, as listed by its team.


Possible disadvantages
No features have been listed yet.
Walkthroughs and reviews on video.
Product Tour
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How often each product is chosen within a category, 0–100% relative to the other.


As answered by people managing Giskard.ai and DevStackBox.
DevStackBox's answer:
Rust, Tauri, TypeScript
Share your experience with using Giskard.ai and DevStackBox. For example, how are they different and which one is better?
Recommendations tracked on public social media and blogs since March 2021.


Giskard - Testing framework for ML models| Multiple roles | Full-time | France | https://giskard.ai/ We are building the first collaborative & open-source Quality Assurance platform for all ML models - including Large Language Models.... - Source: Hacker News / about 3 years ago
Hi! I’ve been working on this automatic scanner for ML models to detect issues like underperforming data slices, overconfidence in predictions, robustness problems, and others. It supports all main Python ML frameworks (sklearn, torch,... - Source: Hacker News / over 3 years ago
Giskard | R&D (multiple roles) | Full-time | Paris, France | https://giskard.ai/ We are building the first collaborative & open-source Quality Assurance platform for all AI models. Founded in 2021 in Paris (France) by ex-Dataiku... - Source: Hacker News / over 3 years ago
Tracking DevStackBox since Oct 2026.
When comparing Giskard.ai and DevStackBox, you can also consider the following products.

The AI Security Platform that catches vulnerabilities in development. Trusted by 156 of the Fortune 500 and 300,000+ developers worldwide.
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XAMPP is a free and open-source cross-platform web server that is primarily used when locally developing web applications.
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garak is an open-source LLM vulnerability scanner, with dozens of plugins and thousands of prompts that test large language model security.
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MAMP is the abbreviation for Macintosh, Apache, MySQL, and PHP. It is a reliable application with its four components that allows you to access the local PHP server as well as the database server (SQL).
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