Vocals LeaderboardArtificial Analysis

Range
Creator
Model
Elo
95% CI
Samples
11
Suno logoSuno
Suno V5.5
1,170-7/79,903
22
Mureka logoMureka
Mureka V8
1,139-6/610,817
33-5
Suno logoSuno
Suno V5
1,096-6/610,600
43-6
MiniMax logoMiniMax
MiniMax Music 2.5+
1,094-6/610,388
53-6
MiniMax logoMiniMax
Music 2.6
1,091-6/610,142
64-7
Suno logoSuno
Suno V4.5
1,088-7/78,624
77
Google logoGoogle
Lyria 3 Pro
1,082-6/610,202
88-9
ElevenLabs logoElevenLabs
Eleven Music v2
1,066-9/94,672
99
Producer.ai logoProducer.ai
FUZZ-2.0
1,058-7/79,351
1010-11
ElevenLabs logoElevenLabs
Eleven Music
1,023-7/79,266
1110-11
Producer.ai logoProducer.ai
FUZZ-2.0 Raw
1,020-7/79,266
1212
Producer.ai logoProducer.ai
FUZZ-1.1 Pro
1,0000/08,546
1313-14
Udio logoUdio
Udio v1.5 Allegro
967-7/78,614
1413-14
Sonauto logoSonauto
Sonauto V2.1
963-7/79,162

Frequently Asked Questions

Suno V5.5 leads the vocals Music Arena with an Elo score of 1170.

The top music with vocals models by Elo rating are: 1. Suno V5.5 (Elo 1170), 2. Mureka V8 (Elo 1139), 3. Suno V5 (Elo 1096), 4. MiniMax Music 2.5+ (Elo 1094), 5. Music 2.6 (Elo 1091). Rankings are based on blind user votes in the Music Arena.

Models are ranked using an Elo rating system derived from user votes in blind comparisons. Users listen to pairs of music samples generated from the same prompt and choose their preferred track without knowing which model created it. Higher Elo scores indicate a model is preferred more often. Vote in the Music Arena

The Instrumental mode shows rankings for models generating music without vocals, while the Vocals mode shows rankings for models that generate music with singing or vocal elements. Models may perform differently in each mode, so separate rankings are provided.

The leaderboard supports filtering by various music genres. You can view rankings for specific genres to see which models excel at generating different styles of music, from electronic to classical and beyond.