6,622 tools, each one opened, scored and signed by a Toolio reviewer

Project Adblock Chrome Extension

Blocks ads using a machine-learning model instead of a static filter list.

Checked 5 Oct 2026 Reviewed by Alex Listed since September 2024

Screenshot of Project Adblock Chrome Extension

At a glance

Starts at Free No paid plan found on the Chrome Web Store, September 2026.
Free tier Yes
Platforms Chrome
Best for Users wanting a more adaptive ad blocker
Not for Anyone needing a proven, widely rated blocker

3.9 out of 5

Scored by Alex after real use

Our verdict

Project Adblock uses machine learning rather than a traditional static filter list to decide what counts as an ad, aiming for more accurate and efficient blocking as sites change their layouts. It's a single-purpose tool: block ads, nothing more, no separate privacy dashboard or tracker-blocking suite described. With zero public ratings and no track record yet, it's an unproven alternative to established ad blockers with years of filter-list tuning behind them.

✓What it does well

ML-based ad detectionIt uses machine learning instead of a static filter list to identify ads.
Lightweight, focused scopeIt does one job, blocking ads, without extra bundled features to slow things down.
Free to useIt's free with no listed subscription or paid tier.

✕Where it falls short

No track recordIt has zero public ratings, so there's no outside evidence yet of how well it performs.
No privacy extrasIt focuses only on ad blocking, without a broader tracker or privacy suite.
Unproven versus established blockersIt lacks the years of filter-list tuning that established ad blockers already have.

Key features

ML-based ad blockingIt identifies and blocks ads using a machine learning model.
Efficient filteringIt aims to block ads more efficiently than static filter lists.
Lightweight extensionAt under 700KiB, it stays a small, focused install.
Free to useThe extension is free with no paid tier.

Questions about Project Adblock Chrome Extension

How does Project Adblock Chrome Extension block ads?

Project Adblock Chrome Extension uses a machine-learning model instead of a static filter list to decide what counts as an ad. The reviewer says the aim is more accurate and efficient blocking as sites change their layouts. It is a single-purpose tool that blocks ads and nothing more.

Is Project Adblock Chrome Extension free?

Yes. Project Adblock Chrome Extension is free to use, and no paid plan was found on the Chrome Web Store in September 2026. Toolio lists it at $0 with a free tier.

Does Project Adblock Chrome Extension block trackers?

No. The reviewer notes that Project Adblock Chrome Extension focuses only on ad blocking, without a broader tracker or privacy suite or a separate privacy dashboard. At under 700KiB, it stays a small, focused install that runs on Chrome.

Is Project Adblock Chrome Extension reliable?

It is unproven so far. Project Adblock Chrome Extension has zero public ratings and no track record, so there is no outside evidence yet of how well it performs. The reviewer calls it an unproven alternative to established ad blockers, which have years of filter-list tuning behind them.

Who is Project Adblock Chrome Extension for?

Toolio lists Project Adblock Chrome Extension as best for users wanting a more adaptive ad blocker, and not for anyone needing a proven, widely rated blocker. Alex scored it 3.9 out of 5 after real use on 5 Oct 2026.

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