We compared catalog size, audio quality, recommendation accuracy, and what artists actually get paid across 10 music services.
TL;DR
Spotify still has the best recommendation engine and the widest integration ecosystem.
Apple Music wins on audio quality if you have good headphones — Lossless + Spatial are genuinely better.
Tidal and Qobuz are the best for artists — highest per-stream payouts by a wide margin.
SoundCloud Go+ is the budget pick if you mostly listen to remixes, DJ sets, and independent artists.
Best default:spotify
How we tested
We listened to the same 200-song playlist on each service for 4 weeks, scored recommendation accuracy against a fixed set of seeds, measured audio quality with the same hardware, and tracked per-stream artist payouts.
Catalog + exclusives25%
Total catalog size and any meaningful artist exclusives.
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Catalog breadth55% of catalog + exclusives
Total number of tracks licensed for the US region.
Coverage of our 200-song test playlist30% of catalog + exclusives
Fraction of our fixed test playlist that streamed in full without 'unavailable' placeholders.
Exclusives15% of catalog + exclusives
Unique artist releases or live sessions not available elsewhere.
Recommendation quality25%
Blind evaluation against a 50-seed playlist, scored by 3 editors.
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Algorithmic playlists50% of recommendation quality
Average editor score on the algorithmic daily/weekly recommendation playlists.
Radio seeding30% of recommendation quality
How well the 'radio from this track' feature extends an existing seed without drifting off-genre.
Editorial curation20% of recommendation quality
Editor score for the hand-curated playlists the service promotes on its home page.
Audio quality20%
Max bitrate, lossless availability, spatial audio.
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Lossless availability45% of audio quality
Is CD-quality-or-better lossless available on the base plan without a paid upsell?
Hi-res support30% of audio quality
24-bit / 96 kHz+ support for the catalog segment that has it.
Spatial audio25% of audio quality
Dolby Atmos / 360 Reality Audio support and the size of the spatial catalog.
Artist payout15%
Average per-stream payout based on public disclosures.
Cross-device UX10%
How cleanly playback moves across phones, cars, and speakers.
Family / student plans5%
Availability and honest pricing of family and student tiers.
Testing window
2026-02-15 → 2026-03-15
Data sources
Paid accounts on every service
200-song test playlist
Public artist payout disclosures
Written by
Subger Editorial
Independent review desk
We pay for every service we test.
Fact-checked by
Subger Fact-Check
Secondary review
Last tested
15. 3. 2026
Next review 15. 6. 2026
Our take on each product
spotify
Recommended
Best recommendations, widest device support, no lossless on the standard tier.
Pros
+Discover Weekly is still the best algorithmic playlist
+Connect works with every speaker we tested
+Podcasts in the same app
Cons
−No lossless audio outside the HiFi pilot
−Lowest artist payout
Best for:Casual listeners and playlist curators
apple-music
Recommended
Same price as Spotify but includes Lossless + Dolby Atmos. The value pick if you have good headphones.
Pros
+Lossless + Spatial Audio included
+Classical app for classical listeners
+Deep iOS integration
Cons
−Recommendations lag Spotify
−Android app is a step behind iOS
Best for:Audio-quality-conscious listeners, iOS users
tidal
Recommended
Best artist payout and hi-res catalog. Smaller ecosystem than Spotify/Apple but the only mainstream service we'd call ethical.
Pros
+Highest per-stream artist payout
+Hi-res lossless by default
+Editorial content around albums
Cons
−Recommendations feel dated
−Fewer third-party integrations
Best for:Listeners who care about artist compensation and audio purity
qobuz
Recommended
The audiophile's pick. Hi-res at the largest catalog we tested, and payouts close to Tidal.
Pros
+24-bit / 192 kHz catalog is the biggest in the category
+Editorial content written by actual critics
+Strong artist payout
Cons
−Recommendations are genuinely bad
−No mainstream podcast or live-DJ content
Best for:Classical, jazz, and audiophile listeners
youtube-music
Niche pick
Wins if you already pay for YouTube Premium — otherwise not compelling on its own.
Pros
+Bundles with YouTube Premium
+Massive catalog of live + rare uploads
+Unlimited ad-free YouTube as a side-effect
Cons
−Standalone pricing is uncompetitive
−UX is an afterthought
Best for:YouTube Premium subscribers
amazon-music-unlimited
Niche pick
Free HD + Ultra HD tier if you're already on Prime, genuinely confusing pricing otherwise.
Pros
+Included with Prime at the HD tier
+Deep Alexa integration
+Large catalog with hi-res
Cons
−SKU matrix is the worst in the category
−Non-Prime pricing is uncompetitive
Best for:Amazon Prime households with Echo speakers
deezer
Niche pick
Flow (their algorithmic mix) is a legitimately good recommendation engine. Everything else is average.
Pros
+Flow recommendations are a real Spotify competitor
+HiFi tier is modestly priced
+Strong lyrics feature
Cons
−Exclusives are basically nonexistent
−Brand recognition hurts family-plan sign-ups
Best for:Users who want Spotify-style recommendations at a HiFi-included price
soundcloud-go
Recommended
The only service where DJ sets, remixes, and independent artists are the main catalog — and the cheapest paid tier we tested.
Pros
+Cheapest ad-free tier at $4.99 (Go)
+Unique independent + remix catalog
+Creator-direct upload model
Cons
−Mainstream label catalog is patchy
−No hi-res audio
Best for:Electronic/DJ/indie listeners and budget subscribers
pandora-premium
Niche pick
The original radio-station algorithm is still best-in-class for seed-based listening. Everything else is dated.
Pros
+Music Genome Project seed-radio is unmatched
+Deep catalog of US AM/FM stations
+Cheap upgrade from the free tier
Cons
−US-only
−Mobile UX feels 2014
−No hi-res audio
Best for:US users who loved classic Pandora stations
bandcamp
Niche pick
Not a streaming service in the Spotify sense — you buy albums directly from artists. Included for context because it's the highest artist payout bar none.
Pros
+~80% of revenue goes directly to artists
+DRM-free downloads included with purchase
+Bandcamp Fridays transfer fees to artists too
Cons
−Per-album pricing, not subscription
−App is a companion to buying, not a replacement for streaming
Best for:Listeners who want to support artists directly without a middleman
Recent updates
Deezer Flow adds collaborative mode
Two users can seed a shared Flow session — first real Spotify Blend competitor from a non-Spotify service.
Apple Music closes recommendation gap on curated playlists
Algorithmic playlists still trail Spotify, but editor-curated playlists now match in quality.
SoundCloud Go+ adds lossless pilot
CD-quality lossless landed on Go+ in EU + North America; not yet scored in our table.
Spotify HiFi finally available in 8 markets
Not in our test matrix yet — we'll re-score audio quality in the next quarterly update.
The full comparison
Service
Individual plan, renewal price.
Licensed track count in millions. SoundCloud's 320M figure includes creator uploads, not just label catalogue.
Lossless = CD quality (16-bit/44.1 kHz) or better, included in the base plan.
Dolby Atmos / Spatial available
Approximate per-1000-streams payout to rights holders based on public disclosures. Bandcamp's figure is per-album purchase, not per-stream.
Spotify
11.99
100
Pilot
No
3
Apple Music
10.99
100
Yes
Yes
7.3
Tidal
10.99
100
Yes
Yes
12.8
Qobuz
12.99
100
Yes
No
8.5
YouTube Music
10.99
100
No
No
2
Amazon Music Unlimited
10.99
100
Yes
Yes
4
Deezer
10.99
90
Yes
No
4.6
SoundCloud Go
4.99
320
Pilot
No
2.5
Pandora Premium
9.99
40
No
No
1.3
Bandcamp
0
5
Yes
No
800
Catalog is rounded. Artist payout figures are based on public disclosures and industry estimates. Bandcamp's figure reflects per-album purchase, not per-stream, and is shown for context.
Frequently asked questions
Is lossless audio worth it?▾
Only if you have the hardware to benefit — wired headphones above roughly $150, a decent DAC, or a good home stereo. On AirPods or laptop speakers the difference is inaudible.
Which service pays artists the most?▾
Tidal pays the highest per-stream rate of any mainstream service, followed by Qobuz and Apple Music. Spotify is the lowest. If you want to actually support artists, buy albums on Bandcamp — that's an order of magnitude more revenue reaching creators.
Do family plans really save money?▾
Yes — every service offers a 6-member family plan for about 1.7× the individual price. The caveat is that members must be at the same address.
Is SoundCloud Go actually worth it?▾
Yes if your listening is weighted toward remixes, DJ sets, and independent electronic music — SoundCloud's catalog there is unmatched. No if you mostly listen to mainstream label releases; you'll hit gaps.
Is Spotify HiFi real yet?▾
Real in 8 markets as of early 2026, after years of delay. We haven't re-scored the audio quality criterion yet — that's in the Q3 2026 update — but the HiFi bit-for-bit output matches Apple Music in a quick listening test.
How often do you re-evaluate?▾
Recommendation scores quarterly, pricing and catalog continuously.