Azure Machine Learning
Machine Learning Data Science
Enterprise-grade machine learning service
- Web
The directory
3,295 products across 133 categories. Each one described on the same fields, so two tools can be read against each other rather than against their own marketing.
Showing 289–312 of 3,295
Machine Learning Data Science
Enterprise-grade machine learning service
Database Data Management
Intelligent, scalable cloud database service from Microsoft
Parenting Family
Track your baby's daily activities

Parenting Family
Comprehensive pregnancy and baby information app
Food Restaurant
Bar inventory management with drink costing and purchasing tools

File Storage Backup
Unlimited cloud backup at an affordable price

Fashion Apparel
Product Lifecycle Management solution for fashion brands

API Management
Visual app development platform with REST APIs and cloud backend

Backup Disaster Recovery
Open-source enterprise backup solution

Design Tools
Low-fidelity wireframing that keeps focus on structure and content

Fashion Apparel
Multi-enterprise PLM for retail and brands

Government Public Sector
Community Engagement Platform

Business Intelligence
Subscription analytics for SaaS
Head to head
Pairings from this slice of the directory, each one checked by two reviewers who agreed a buyer would weigh the two against each other.
Browse another way
How this works
Pricing, platforms and feature lists are taken from each vendor's own pages. Limitations, answered questions and alternatives are researched separately and carry a source URL on the page that states them. Every product is described on the same fields, so two tools can be read against each other rather than against their own marketing.
Because we did not collect any. Softwr hosts no reviews, and a rating aggregated from somewhere else is not ours to publish as though it were an assessment we made. What is shown instead is what a tool costs, where it runs, and what it is concretely bad at.
A researcher proposes them, then two independent reviewers judge one question each: would a buyer evaluating this product seriously consider that one instead. 225 of 1,841 candidates failed and were deleted, including a font inspector matched to a dark mode extension. Only pairings that survived both rounds are published.
Not to be listed, and not to rank. Every position and filter result on this page is unpaid. A vendor can buy the sponsored panel above the results, which is labelled as such and sits outside the list rather than at the top of it: remove it and this page shows the same products in the same order. Where a link earns a commission that is disclosed on the page carrying it.
Prices and plan limits move without notice, so treat anything with a number on it as a starting point and check the vendor before you buy. Where a claim could go stale it carries the source it came from, which is the fastest way to tell.
Something missing here?
Anyone can submit a tool. A person reads every submission, checks the pricing against the vendor’s own page, and nothing is published until it passes.