RANKED • CURATED
Text → Audio Leaderboard
Tools with an independently verified benchmark score rank first, by that real-world score. Everything else is ranked by curated priority: quality, reliability, and unique capabilities.
RANK BY CATEGORY
All Tools
346tools
LLMs
119tools
IDEs & Coding Tools
60tools
Text → Image
54tools
Multimodal Reasoning
46tools
Image → Video
45tools
Text → Video
42tools
Image → Image
39tools
Image → 3D
28tools
Text → 3D
27tools
Text → Audio
26tools
AI Assistants
17tools
Video → Video
12tools
Multi-Service Platforms
10tools
Infrastructure
7tools
Agentic Browsers
6tools
REAL BENCHMARK SCORES
Source: TTS Arena, as of 2026-05-06. Shown only for models with independently verified scores. Not every tool in this category has published, comparable data.
RESULTS
| Rank | Tool | Modality | Pricing |
|---|---|---|---|
| ① |
ElevenLabs TTS Eleven-v3
Multilingual text-to-speech with natural voice synthesis
|
Text → Audio | Unknown |
| ② |
NotebookLM
Google's AI Research Assistant: The Ultimate Study Tool
|
LLMs, Text → Audio, AI Assistants | Free |
| ③ |
Suno
Text-to-music & vocals with fast iteration
|
Text → Audio | Freemium |
| 4 |
ElevenLabs
High-quality TTS and voice tools
|
Text → Audio | Freemium |
| 5 |
Resemble AI
Voice generation and cloning tools
|
Text → Audio | Unknown |
| 6 |
Gemini Omni
Google's unified multimodal generation model
|
LLMs, Text → Image, Text → Video, Text → Audio, Multimodal Reasoning | Freemium |
| 7 |
ElevenLabs Music v2
AI music generation with professional controls
|
Text → Audio | Freemium |
| 8 |
ElevenLabs Dubbing v2
AI-powered video dubbing in multiple languages
|
Text → Audio | Freemium |
| 9 |
MiniMax Speech 2.8 HD
Ultra-realistic multilingual text-to-speech with sound tags
|
Text → Audio | Freemium |
| 10 |
MiniMax Speech 2.8 Turbo
Fast multilingual text-to-speech with natural flow
|
Text → Audio | Freemium |
| 11 |
MiniMax Music 3.0
Music generation with humanized vocals and elevated sound
|
Text → Audio | Freemium |
| 12 |
Udio v4
AI music generation with stems and inpainting
|
Text → Audio | Freemium |
| 13 |
Voxtral
Mistral's open-weight speech understanding and TTS models
|
Text → Audio | Freemium |
| 14 |
ElevenLabs Text to Voice v3
Generate custom synthetic voices from text descriptions
|
Text → Audio | Freemium |
| 15 |
ElevenLabs Flash v2.5
Ultra-low-latency text-to-speech for real-time voice agents
|
Text → Audio | Freemium |
| 16 |
ElevenLabs Multilingual Speech to Speech v2
Real-time multilingual voice conversion that preserves emotion and content
|
Text → Audio | Freemium |
| 17 |
ElevenLabs Multilingual v2
Emotionally-aware multilingual text-to-speech across 29 languages
|
Text → Audio | Freemium |
| 18 |
Microsoft MAI Models (Build 2026)
Microsoft's unified AI model family from Build 2026
|
LLMs, Multimodal Reasoning, Text → Audio, Text → Image, IDEs & Coding Tools, AI Assistants | Enterprise |
| 19 |
MiniMax Music 2.0
Advanced AI music generation with high-quality compositions
|
Text → Audio | Unknown |
| 20 |
Stable Audio 2.5
High-quality music and sound effects generation
|
Text → Audio | Unknown |
| 21 |
Lyria 2
Google's latest music generation model
|
Text → Audio | Unknown |
| 22 |
Sonauto v2.2
CD-quality music with superior vocals
|
Text → Audio | Unknown |
| 23 |
Descript
Audio/video editing with AI features
|
Text → Audio, Text → Video | Freemium |
| 24 |
ElevenLabs Sound Effects v2
Advanced sound effects generation
|
Text → Audio | Unknown |
| 25 |
MiniMax TTS
Multilingual text-to-speech with streaming
|
Text → Audio | Unknown |
| 26 |
FLUX 3
Multimodal model generating image, video and audio from one set of weights
|
Text → Image, Text → Video, Image → Video, Text → Audio | Paid |
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