Goat Music
vs. Last.fm.

Last.fm invented the social music graph. Since 2002 it has tracked billions of plays and built the most complete listen-history database in music. But tracking what you play and ranking what you love are two different jobs. Goat Music was built for the second one. This page is the honest comparison.

Last.fm is a trademark of its respective owner. Goat Music is not affiliated with, endorsed by, or sponsored by Last.fm -- references here describe the comparison, not the brand.

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TL;DR.

Choose Last.fm if

-- You want to track every play automatically across all your devices.
-- You care more about listen history than album opinions.
-- You want deep artist tag taxonomies and similar-artist graphs.
-- You have a multi-year scrobble history you rely on.

Choose Goat if

-- You want to rate albums and see what your friends think of the same records.
-- You want drag-and-drop tier lists you can share.
-- You want sample-tree videos showing an album's sample DNA.
-- You want a mobile-first experience with no browser extension required.

Feature by feature.

Feature	Goat Music	Last.fm
Listen tracking (scrobbling)	Streaming history via Spotify / Apple Music import	Native scrobbling -- every play tracked automaticallywin
Album ratings	Out-of-100 slider with auto-save and decade anchorswin	Star ratings on tracks; no native album-rating scale
Tier lists	Drag-and-drop S/A/B/C/D/F tier game, shareablewin	Lists only; no native tier format
Social feed	Friend ratings, compatible-taste scores, shared tier lists	Friend scrobble feed, similar-taste neighbours
Artist data depth	MusicBrainz + Spotify metadata; solid, not exhaustive	Deep artist bios, tag taxonomies, similar-artist graphswin
Mobile experience	Mobile-first responsive web appwin	Web app; official mobile apps discontinued
Sample-tree video	Auto-generated video showing each album sample DNAwin	Not available
Ads (signed in)	Nonewin	Display ads on free accounts
Year-end recap	Auto-generated shareable /u/[user]/[year] recap page	Music year in review generated from scrobbles
Cost	Free; Pro tier on waitlist	Free with ads; paid tier available

Comparison reflects Last.fm as of 2026. Both products evolve; this page revalidates daily.

The honest argument.

Last.fm solved a problem that nobody else has fully solved: automatic, passive, cross-device listen tracking at scale. The scrobble is one of the best inventions in music software. A 10-year scrobble history is one of the most personal music artifacts a listener can own. We are not trying to replace that.

Goat Music is built for a different kind of opinion than "I played this 47 times." It is built for "I think this is an 87 and my friend thinks it is a 72 and I want to understand why." The rating, the tier list, the shareable year-end board -- those are the artifacts Goat generates. Listening counts do not.

The best combination is both. Use Last.fm to log every play. Use Goat to record what you actually think. The two datasets together are richer than either alone.

Questions.

Is Goat Music a replacement for Last.fm?

No -- Last.fm and Goat Music answer different questions. Last.fm tracks everything you play and builds a listen history over years. Goat is built around rating albums and ranking them. The two tools complement each other well; many listeners use Last.fm to log plays and Goat to record their actual opinions.

What does Last.fm do better?

Scrobbling and listen history. If you have played a track once, Last.fm knows. That 10-year play history is one of the most personal music artifacts you can own, and no newer service has replicated it at scale. Last.fm also has strong artist bio and similar-artist data, and its recommendations engine is trained on enormous playcount graphs.

What does Goat Music do better?

Ratings, rankings, and the social layer. Goat is built around an out-of-100 rating scale, drag-and-drop tier lists, and a friend feed that shows you what people you follow actually think of an album -- not just how many times they played it. Goat also has sample-tree videos that show the sample DNA of an album, which is not something Last.fm has at all.

Is Goat Music free?

Yes. Sign in with Spotify, Apple Music, or Google and rate albums at no cost. A Pro tier is on the waitlist but will not gate the core rating and social features.

Can I import my Last.fm history into Goat Music?

Not yet -- a Last.fm import is planned and will pull in your scrobble history so you can rate albums you have already logged. For now, signing in with Spotify or Apple Music pre-fills your library with your streaming catalog.

How does Goat Music make money?

Affiliate links for concert tickets and music merchandise today. A Pro subscription tier is planned and will fund ad-free infrastructure. Goat will not run banner ads for signed-in users.

See if Goat fits.

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