Discover, compare and choose
the best AI tools

Choosing an AI tool is now the hard part

The problem stopped being a lack of options a while ago. Any category in this directory holds dozens of products that describe themselves in nearly identical terms, and the differences that matter are rarely the ones on the pricing page. They surface later: a context limit that blocks the document you actually need to review, a data policy that a client contract does not allow, a monthly quota counted in messages rather than in words.

This hub exists to shorten that gap. Not by listing more tools than anyone else, but by writing down what separates them once you put them to work.

What you will find here

Every category opens with how to choose in that family, not with a ranked list. What the real differentiators are, what to verify before committing, how pricing usually works and where it catches people out. That text is written to stay true after the next release, so it points at the questions rather than at this quarter's feature set.

Each tool profile then covers the specific case: what the product actually does beyond its landing page, who it suits and who it does not, and the pricing traps in its particular model.

Around the directory, the hub carries what a decision needs but a listing cannot hold:

• comparisons and rankings, when two products genuinely compete
• use cases by role and by sector, because a tool is only good for something
• AI models compared on context, licence and price per token
• prompts sorted by role, with the result each one produces
• a glossary, for the vocabulary you meet at exactly the wrong moment
• open source repositories, with stars, licence and activity
• courses, when learning the tool matters more than picking it

How the selection is made

Tools are added editorially, not automatically. A profile is published when there is something to say about it, which is why the directory grows slower than a scraper would make it grow.

The score attached to each tool is our own editorial assessment across six criteria. It is not a user rating and it is not a certification. It exists to make comparison possible, and it is worth exactly what our reasoning is worth, which is why the reasoning is written out rather than hidden behind a number.

Some links are commercial. They are flagged as such to search engines and to you, on the page where they appear. A paid placement never changes a score or a verdict, because a directory that sells its conclusions has nothing left to sell.