Use Cases

Whether you need to recognize R2D2 from C3PO or feel like building a Skynet search engine, Ximilar machine learning platform is here for you. Read use cases across different industries and markets.

From loss curves to GGUF exports – mastering your vision language model evaluation workflow with built-in metrics.

Vision Language Model Evaluation & Inspection Made Easy

From loss curves to GGUF exports – mastering your vision language model evaluation workflow with built-in metrics.

Read more June 2026
Fine-tune your vision-language model with image understanding, run it on your own hardware, and cut your per-inference token costs.

Fine-Tuning a Vision Language Model With the Ximilar API

Fine-tune your vision-language model with image understanding, run it on your own hardware, and cut your per-inference token costs.

Read more June 2026

Top Clarifai Alternatives in 2026 – Find the Best Fit for Your Visual AI Needs

Clarifai shuts down July 17, 2026. See which services Ximilar replaces, where it goes further, and how to migrate fast.

Read more May 2026
With millions of cards and variations, even the best databases miss some. Ximilar refined the AI sports cards identification to identify cards even when no match exists.

Recognize New & Rare Cards With AI Sports Card Identification

With millions of cards and variations, even the best databases miss some. We refined our sports cards recognition to identify cards even when no match exists.

Read more November 2025
A guide on how to easily connect to our trading card grading and condition evaluation AI via API.

Automate Card Grading With AI via API – Step by Step

A guide on how to easily connect to our trading card grading and condition evaluation AI via API.

Read more May 2025
A step-by-step guide on how to easily get pricing data for databases of collectibles, such as comic books, manga, trading card games & sports cards.

How to Automate Pricing of Cards & Comics via API

A step-by-step guide on how to easily get listings of collectibles, such as comic books, manga, trading card games & sports cards.

Read more April 2025
Ximilar App is a way to access computer vision solutions without coding and to gain your own authentication key to use them via API.

Getting Started with Ximilar App: Plan Setup & API Access

Ximilar App is a way to access computer vision solutions without coding and to gain your own authentication key to use them via API.

Read more March 2025
Ximilar's AI price guide can be used for value tracking of cards and comic books, offering accurate, real-time pricing data. Image credit: Laurie Byrne and Mick Haupt, Unsplash.

Get an AI-Powered Trading Card Price Checker via API

Our Visual AI search system can be used for searching collectibles on marketplaces, go from seeing an item to owning it in seconds.

Read more December 2024
Comics AI identification system (Photo by Erik Mclean)

Identify Comic Books & Manga Via Online API

Get your own AI-powered comics and manga image recognition and search tool, accessible through REST API.

Read more December 2024