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Music · Vocals
10 models tracked · 1 spinning · 9 in queue
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Suno V5.5
Suno1158
Not on PixazoWhich AI audio generation model leads in 2026?
Suno V5.5 leads music generation overall (Elo 1200 instrumental, 1158 vocal). For voice — TTS, voiceover, and cloning — ElevenLabs v3 Alpha leads with a score of 1340. The 6 audio subcategories cover three families: music, voice, and sound effects.
Top 10 audio models · vertical equalizer
Bar height is proportional to score. Read it like an EQ — the tallest bars are the loudest performers.
1340 #01 ElevenLabs v3 Alpha ElevenLabs
1325 #02 ElevenLabs Pro Voice Clone ElevenLabs
1320 #03 OpenAI TTS HD (gpt-realtime) OpenAI
1305 #04 OpenAI Voice Engine OpenAI
1300 #05 Cartesia Sonic 2 Cartesia
1290 #06 Suno V5 Suno
1290 #07 ElevenLabs Sound Effects ElevenLabs
1280 #08 Mureka V8 Mureka
1280 #09 PlayHT 3.0 PlayHT
1280 #10 Resemble Custom Voice Resemble AI
Three families inside audio · music, voice, sound effects
Audio breaks into three distinct creative pillars. Music is the largest family by model count, but voice has the highest absolute scores.
Music
29models
47% of audio leaderboard
Leader: Suno V5 · 1290
Vocals + instrumental + full songs
Voice
24models
39% of audio leaderboard
Leader: ElevenLabs v3 Alpha · 1340
TTS narration + voice cloning
Sound FX
9models
14% of audio leaderboard
Leader: ElevenLabs Sound Effects · 1290
Layered sound effects
Studio rack · drill into any subcategory
Six channel strips · all open at once · top 10 models per category. No tabs to click — every subcategory ranking is visible inline.
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Music · Instrumental
10 models tracked · 1 spinning · 9 in queue
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Suno V5.5
Suno1200
Not on PixazoCH
AI Song Generator
9 models tracked · 1 spinning · 9 in queue
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Suno V5
Suno1290
Not on Pixazo⏵ UP NEXT · ranks 2 — 10
| Rank | Model | Provider | Score | |
|---|---|---|---|---|
| #02 | Mureka V8 | Mureka | 1280 | |
| #03 | Udio v1.5 | Suno | 1255 | |
| #04 | Suno V4.5 | Suno | 1240 | |
| #05 | MiniMax Music 2.5+ | MiniMax | 1210 | ↗ |
| #06 | ElevenLabs Music | ElevenLabs | 1190 | ↗ |
| #07 | Lyria 3 Pro | Google DeepMind | 1180 | ↗ |
| #08 | YuE 7B | Open Source | 1140 | |
| #09 | Stable Audio 2.5 | Stability AI | 1115 | |
| #10 | AudioCraft MusicGen | Open Source | 1095 |
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AI Voiceover
13 models tracked · 1 spinning · 9 in queue
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⏵ UP NEXT · ranks 2 — 10
| Rank | Model | Provider | Score | |
|---|---|---|---|---|
| #02 | OpenAI TTS HD (gpt-realtime) | OpenAI | 1320 | |
| #03 | Cartesia Sonic 2 | Cartesia | 1300 | |
| #04 | PlayHT 3.0 | PlayHT | 1280 | |
| #05 | ElevenLabs Turbo v2.5 | ElevenLabs | 1260 | ↗ |
| #06 | Hume Octave | Hume AI | 1240 | |
| #07 | Google Chirp 3 HD | 1225 | ||
| #08 | Azure Neural HD | Microsoft AI | 1210 | |
| #09 | AWS Polly Generative | Amazon | 1190 | |
| #10 | Coqui XTTS v2 | Open Source | 1170 |
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Voice Cloning
11 models tracked · 1 spinning · 9 in queue
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⏵ UP NEXT · ranks 2 — 10
| Rank | Model | Provider | Score | |
|---|---|---|---|---|
| #02 | OpenAI Voice Engine | OpenAI | 1305 | |
| #03 | Resemble Custom Voice | Resemble AI | 1280 | |
| #04 | PlayHT Voice Clone | PlayHT | 1265 | |
| #05 | ElevenLabs Instant Clone | ElevenLabs | 1245 | ↗ |
| #06 | Cartesia Voice Clone | Cartesia | 1225 | |
| #07 | F5-TTS | Open Source | 1180 | |
| #08 | OpenVoice v2 | Open Source | 1155 | |
| #09 | XTTS v2 Cloning | Open Source | 1130 | |
| #10 | Bark Voice Clone | Open Source | 1105 |
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Sound Effects
9 models tracked · 1 spinning · 9 in queue
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⏵ UP NEXT · ranks 2 — 10
| Rank | Model | Provider | Score | |
|---|---|---|---|---|
| #02 | Stable Audio 2.5 | Stability AI | 1265 | |
| #03 | Adobe Project Sound Lift | Adobe | 1220 | |
| #04 | AudioCraft AudioGen | Open Source | 1200 | |
| #05 | AudioLDM 2 | Open Source | 1175 | |
| #06 | Tango 2 | Open Source | 1150 | |
| #07 | Mubert SFX | Open Source | 1125 | |
| #08 | Make-An-Audio 2 | Open Source | 1100 | |
| #09 | Riffusion SFX | Open Source | 1075 | |
| #10 | AudioGen Medium | Open Source | 1050 |
62models on the wall
6subcategories
1340peak score
The audio model wall
Every audio model we track — score-gauge per card, three across, sorted by peak Elo. Tap a card to open the model on Pixazo.
| Rank | Score | Model | Provider · Subcategory | |
|---|---|---|---|---|
| #01 | ElevenLabs v3 Alpha | ElevenLabsAI Voiceover | Open ↗ | |
| #02 | ElevenLabs Pro Voice Clone | ElevenLabsVoice Cloning | Open ↗ | |
| #03 | OpenAI TTS HD (gpt-realtime) | OpenAIAI Voiceover | Not on Pixazo | |
| #04 | OpenAI Voice Engine | OpenAIVoice Cloning | Not on Pixazo | |
| #05 | Cartesia Sonic 2 | CartesiaAI Voiceover | Not on Pixazo | |
| #06 | ElevenLabs Sound Effects | ElevenLabsSound Effects | Open ↗ | |
| #07 | Suno V5 | SunoAI Song Generator | Not on Pixazo | |
| #08 | Mureka V8 (Song) | MurekaAI Song Generator | Not on Pixazo | |
| #09 | Resemble Custom Voice | Resemble AIVoice Cloning | Not on Pixazo | |
| #10 | PlayHT 3.0 | PlayHTAI Voiceover | Not on Pixazo | |
| #11 | Stable Audio 2.5 (SFX) | Stability AISound Effects | Not on Pixazo | |
| #12 | PlayHT Voice Clone | PlayHTVoice Cloning | Not on Pixazo | |
| #13 | Udio v1.5 | UdioAI Song Generator | Not on Pixazo | |
| #14 | ElevenLabs Instant Clone | ElevenLabsVoice Cloning | Open ↗ | |
| #15 | Suno V4.5 | SunoAI Song Generator | Not on Pixazo | |
| #16 | ElevenLabs Turbo v2.5 | ElevenLabsAI Voiceover | Open ↗ | |
| #17 | Hume Octave | Hume AIAI Voiceover | Not on Pixazo | |
| #18 | Google Chirp 3 HD | GoogleAI Voiceover | Not on Pixazo | |
| #19 | Cartesia Voice Clone | CartesiaVoice Cloning | Not on Pixazo | |
| #20 | Adobe Project Sound Lift | AdobeSound Effects | Not on Pixazo | |
| #21 | MiniMax Music 2.5+ | MiniMaxAI Song Generator | Open ↗ | |
| #22 | Azure Neural HD | Microsoft AIAI Voiceover | Not on Pixazo | |
| #23 | AudioCraft AudioGen | Open SourceSound Effects | Not on Pixazo | |
| #24 | Suno V5.5 (Inst.) | SunoMusic · Instrumental | Not on Pixazo | |
| #25 | ElevenLabs Music | ElevenLabsAI Song Generator | Open ↗ | |
| #26 | AWS Polly Generative | AmazonAI Voiceover | Not on Pixazo | |
| #27 | Mureka V8 (Inst.) | MurekaMusic · Instrumental | Not on Pixazo | |
| #28 | F5-TTS | Open SourceVoice Cloning | Not on Pixazo | |
| #29 | Lyria 3 Pro (Song) | Google DeepMindAI Song Generator | Open ↗ | |
| #30 | AudioLDM 2 | Open SourceSound Effects | Not on Pixazo | |
| #31 | Coqui XTTS v2 | Open SourceAI Voiceover | Not on Pixazo | |
| #32 | Suno V5 (Inst.) | SunoMusic · Instrumental | Not on Pixazo | |
| #33 | Suno V5.5 (Vocal) | SunoMusic · Vocals | Not on Pixazo | |
| #34 | OpenVoice v2 | Open SourceVoice Cloning | Not on Pixazo | |
| #35 | Tango 2 | Open SourceSound Effects | Not on Pixazo | |
| #36 | Mureka V8 (Vocal) | MurekaMusic · Vocals | Not on Pixazo | |
| #37 | YuE 7B | Open SourceAI Song Generator | Not on Pixazo | |
| #38 | Lyria 3 Pro (Inst.) | Google DeepMindMusic · Instrumental | Open ↗ | |
| #39 | XTTS v2 Cloning | Open SourceVoice Cloning | Not on Pixazo | |
| #40 | Mubert SFX | Open SourceSound Effects | Not on Pixazo | |
| #41 | Stable Audio 2.5 (Song) | Stability AIAI Song Generator | Not on Pixazo | |
| #42 | Suno V4.5 (Inst.) | SunoMusic · Instrumental | Not on Pixazo | |
| #43 | Bark Voice Clone | Open SourceVoice Cloning | Not on Pixazo | |
| #44 | Make-An-Audio 2 | Open SourceSound Effects | Not on Pixazo | |
| #45 | AudioCraft MusicGen | Open SourceAI Song Generator | Not on Pixazo | |
| #46 | Lyria 3 Pro (Vocal) | Google DeepMindMusic · Vocals | Open ↗ | |
| #47 | Suno V5 (Vocal) | SunoMusic · Vocals | Not on Pixazo | |
| #48 | Suno V4.5 (Vocal) | SunoMusic · Vocals | Not on Pixazo | |
| #49 | Eleven Music (Inst.) | ElevenLabsMusic · Instrumental | Open ↗ | |
| #50 | Riffusion SFX | Open SourceSound Effects | Not on Pixazo | |
| #51 | Udio v1.5 (Vocal) | UdioMusic · Vocals | Not on Pixazo | |
| #52 | AudioGen Medium | Open SourceSound Effects | Not on Pixazo | |
| #53 | Stable Audio 2.5 (Inst.) | Stability AIMusic · Instrumental | Not on Pixazo | |
| #54 | ElevenLabs Music (Vocal) | ElevenLabsMusic · Vocals | Open ↗ | |
| #55 | AudioCraft MusicGen (Inst.) | Open SourceMusic · Instrumental | Not on Pixazo | |
| #56 | MiniMax Music 2.5+ (Vocal) | MiniMaxMusic · Vocals | Open ↗ | |
| #57 | Stable Audio Open | Stability AIMusic · Instrumental | Not on Pixazo | |
| #58 | Riffusion (Vocal) | Open SourceMusic · Vocals | Not on Pixazo | |
| #59 | Mubert Pro | MubertMusic · Instrumental | Not on Pixazo | |
| #60 | YuE 7B (Vocal) | Open SourceMusic · Vocals | Not on Pixazo | |
| #61 | Bark | Open SourceAI Voiceover | Not on Pixazo | |
| #62 | Tortoise TTS | Open SourceAI Voiceover | Not on Pixazo |
How is this ai audio generation ranking calculated?
Two methods are used. Music vocal and instrumental pull live Elo from public arenas where humans compare AI music outputs side by side. Full song, voiceover, voice cloning, and sound effects use independent editorial scoring against fixed prompts.
- Method — Public arena (2 subcategories) + editorial (4)
- Models tracked — 62 across 6 subcategories
- Sample size — calibrated to arena scale
- Pixazo's role — Access layer, not model trainer. Pixazo never appears at #1 in any ranking.
- Limitations — Elo scores reflect aggregate human preference, not absolute capability or fit for your specific use case. Editorial scoring is calibrated but inherently subjective, and SFX sample sizes are smaller than music or voice. Frontier audio models often shift positions within weeks of a release — always test the top 2-3 finalists against your own prompts before committing.
Audio FAQ · 7 questions
- Which AI audio generation model is best in 2026?Suno V5.5 leads both vocal music (Elo 1158) and instrumental music (Elo 1200). For voiceover, ElevenLabs v3 Alpha leads with an Elo of 1340. For sound effects, ElevenLabs Sound Effects is the strongest model.
- Which AI music generator should I use?For full-song workflow with lyrics, Suno V5 / V5.5 is the most popular choice. For instrumental scoring, Mureka V8 is competitive with Suno. Google's Lyria 3 Pro is the strongest non-Suno alternative.
- Which AI voiceover (TTS) model is best?ElevenLabs v3 Alpha leads on naturalness and expressiveness. OpenAI's gpt-realtime TTS is best for streaming/real-time use cases. Cartesia Sonic 2 is the strongest open-API alternative.
- Can I clone a voice with AI?Yes. ElevenLabs Pro Voice Clone is the highest-fidelity clone available. ElevenLabs Instant Clone can produce a usable voice from a 10-second sample. F5-TTS is the strongest open-weight option for self-hosting.
- Are open-weight audio models competitive?Open-weight options exist (AudioCraft MusicGen, Coqui XTTS v2, F5-TTS, Bark) but the absolute frontier is dominated by closed APIs from Suno, ElevenLabs, and Mureka.
- What about sound effects, ambient audio, and music videos?ElevenLabs Sound Effects leads SFX generation, with Stable Audio 2.5 and AudioCraft AudioGen close behind. For lyric-synced music videos, Suno's Music Video and Riffusion Visualizer are the leading options.
- Can I try these audio AI models on Pixazo?Yes. Where a 'Try' button is shown, the model is available in the Pixazo Playground or Pixazo Models API. No separate API key per provider needed.