Useful information.
Traceable evidence.

Start with the source.

aitool.news researches official project pages, documentation and releases. Editorial coverage and YouTube videos help discover tools; product claims are checked against primary sources before publication. Each published entry links to its evidence and records when it was verified.

AI assists. Evidence decides.

A research service extracts structured details from text it actually retrieves. The model classifies source ownership, and core features need exact supporting passages from official pages, documentation, repositories or model pages. Conflicting or insufficient findings are automatically omitted. Automated research can make mistakes; you can always inspect the original source.

What people are discussing, with a source trail.

Named models and tools found in tracked sources enter an automatic coverage ledger. “Most trendy” weights dated mentions from the past 90 days, strongly favoring the past 7 and 30 days, source diversity and source quality. A recent release can strengthen that signal, but cannot create a trend without a dated mention. “Most popular” compares a recent dated mention with all retained older dated evidence and requires coverage across at least two source domains overall. Undated sources can support breadth, but not the timeline. At least 180 days of observed history or a release older than 180 days provides the historical anchor. Applications require two source domains; models and libraries require three. “Recently updated” uses the newest supported source-publication or release date; crawl time never affects it. “A–Z” uses the English display name. A mention only reaches the public catalog after a separate primary-source verification pass. Model generations remain separate and linked for comparison.

Unknown is an honest answer.

Unverified pricing, licenses and technical requirements are marked unknown. We do not generate ratings or benchmark scores. Pricing and product availability can change after a check, so confirm current terms with the provider.

One tool, a complete picture.

Applications, models, libraries and workflow tools have distinct entry types. Model sizes and quantizations are variants of one entry. New model generations get separate linked entries. Categories describe tasks; deployment options and modalities are separate filters.

YouTube, in text.

Research uses available transcripts, descriptions and linked pages. It does not inspect video frames. If a transcript is unavailable, the description is a discovery hint and the limited access is recorded.

Your shortlist stays yours.

Favorites, comparisons and saved searches are stored in this browser. Public searches use the researched catalog and do not trigger a paid AI request.