Doppel
All seeds
pop

Blinding Lights

The Weeknd

Recorded runwarmresults frozen 2026-05-29 (f62b468-dirty) · telemetry captured 2026-06-12 (f3975a4)recorded span 0:12replay of persisted telemetry — not a live request
  1. Cultural retrieval0:02

    194 candidates · Last.fm + ListenBrainz

  2. Gate 1 — resolve budget0:00

    0 uncached vs threshold 5 → warm

  3. Seed resolve + embed0:00

    seed audio-scored

  4. Resolve candidates (MusicBrainz)0:00

    75 attempted · 75 cached · 0 live · 74 found

  5. Gate 2 — embed budget0:00

    4 unembedded vs threshold 10 → warm

  6. Embed previews (CLAP)0:00

    0 embedded · 4 previews failed (degrade, never sink)

  7. Score, fuse + rank0:00

    top 10 · 10 audio-scored · 0 backfill

  8. Explain (LLM — never ranks)0:10

    one batched call · a rationale per row

Recommendationstop 10

1

In Your Eyes

The Weeknd

CLAP-reranked
Last.fm

As another track by The Weeknd, it scores the highest audio similarity (0.919) of all candidates and is also surfaced by Last.fm listener data, making it the closest sonic match to Blinding Lights.

Listen on Deezer

2

Ghost

Justin Bieber

CLAP-reranked
Last.fm

Justin Bieber's Ghost achieves a strong audio similarity of 0.908 to Blinding Lights and is backed by Last.fm cultural data, suggesting listeners who enjoy Blinding Lights frequently gravitate toward this track as well.

Listen on Deezer

3

Adore You

Harry Styles

CLAP-reranked
ListenBrainz

Adore You by Harry Styles shows a high audio similarity of 0.896 to Blinding Lights and was surfaced through Listenbrainz listener-taste data, indicating meaningful overlap in audience preferences.

Listen on Deezer

4

Save Your Tears

The Weeknd

CLAP-reranked
Last.fm

Save Your Tears is another Weeknd track with a strong audio similarity of 0.889 to Blinding Lights and is confirmed by Last.fm data, pointing to a close sonic and cultural relationship between the two songs.

Listen on Deezer

5

Circles

Post Malone

CLAP-reranked
ListenBrainz

Circles by Post Malone matches Blinding Lights with an audio similarity of 0.889 and was surfaced via Listenbrainz, suggesting its sound profile aligns closely with the seed track.

Listen on Deezer

6

Sorry

Justin Bieber

CLAP-reranked
Last.fm

Sorry by Justin Bieber carries a solid audio similarity of 0.880 and is supported by Last.fm cultural data, indicating both sonic closeness to Blinding Lights and shared listener audiences.

Listen on Deezer

7

The Color Violet

Tory Lanez

CLAP-reranked
Last.fm

The Color Violet by Tory Lanez has an audio similarity of 0.859 to Blinding Lights and was surfaced by Last.fm, suggesting a reasonable sonic resemblance backed by listener co-occurrence data.

Listen on Deezer

8

Watermelon Sugar

Harry Styles

CLAP-reranked
ListenBrainz

Watermelon Sugar by Harry Styles scores an audio similarity of 0.844 against Blinding Lights and was recommended via Listenbrainz listener patterns, pointing to a notable but somewhat more distant sonic relationship.

Listen on Deezer

9

Attention

Charlie Puth

CLAP-reranked
Last.fm

Attention by Charlie Puth achieves an audio similarity of 0.841 to Blinding Lights and is supported by Last.fm data, indicating a degree of sonic overlap alongside shared listener taste.

Listen on Deezer

10

Stupid Love

Lady Gaga

CLAP-reranked
ListenBrainz

Stupid Love by Lady Gaga has an audio similarity of 0.835 to Blinding Lights and was surfaced through Listenbrainz, suggesting a moderate sonic likeness to the seed track based on audio embeddings.

Listen on Deezer

Prefer it static? The result sheet for this seed has the full score breakdown, funnel, and raw JSON.