TTS Arena AI Voice Model Leaderboard
Bandingkan 20+ model teks-to-peech. Tanda bangku resmi, peringkat komunitas, dan perbandingan sisi-sisi.
Kami belum memiliki suara TTS dalam bahasamu.
Juallah Suara Anda
Samping-by-Side Perbandingan
Tipe teks, memilih dua model, dan membandingkan hasilnya. model Free-tier tidak memerlukan akun.
Model gratis bekerja tanpa akun. Daftar untuk membandingkan model premium.
Model Leaderboard
| # | Model | Resmi | Komunitas | Peringkat Anda | Kecepatan | Tier |
|---|---|---|---|---|---|---|
| 1 |
Kokoro
Lightweight 82M parameter model delivering studio-quality speech with blazing-fast inference.
82M
1200h
2024
|
4.8 /5 |
5.0
/5
1 suara
|
fast | Free | |
| 2 |
CosyVoice 2
Alibaba's scalable streaming TTS with human-parity naturalness and near-zero latency.
300M
200000h
2024
|
4.26 /5 | Belum ada suara. | medium | Standard | |
| 3 |
Chatterbox
State-of-the-art zero-shot voice cloning with emotion control from Resemble AI.
300M
2025
|
4.25 /5 | Belum ada suara. | medium | Premium | |
| 4 |
StyleTTS 2
Human-level text-to-speech through style diffusion and adversarial training.
100M
585h
2024
|
4.23 /5 | Belum ada suara. | medium | Premium | |
| 5 |
Piper
A fast, local neural text to speech system optimized for Raspberry Pi and embedded devices.
15M
2023
|
4.15 /5 | Belum ada suara. | fast | Free | |
| 6 |
MeloTTS
High-quality multilingual text-to-speech that runs on CPU with minimal latency.
25M
2024
|
4.13 /5 | Belum ada suara. | fast | Free | |
| 7 |
Dia TTS
Multi-speaker dialog generation model that creates natural conversations between speakers.
1.6B
2024
|
4.09 /5 | Belum ada suara. | medium | Standard | |
| 8 |
VITS
Conditional variational autoencoder with adversarial learning for end-to-end text-to-speech.
25M
585h
2021
|
4.0 /5 | Belum ada suara. | fast | Free | |
| 9 |
Orpheus
Human-level emotional TTS model trained on 100K hours of speech data.
3B
100000h
2025
|
4.0 /5 | Belum ada suara. | medium | Standard | |
| 10 |
OpenVoice
Instant voice cloning with granular control over style, emotion, and accent.
300M
2024
|
4.0 /5 | Belum ada suara. | medium | Premium | |
| 11 |
IndexTTS-2
Zero-shot TTS with fine-grained emotion control and high expressiveness.
300M
2025
|
3.91 /5 | Belum ada suara. | medium | Standard | |
| 12 |
Spark TTS
Voice cloning TTS with controllable emotion and speaking style via prompts.
500M
2025
|
3.9 /5 | Belum ada suara. | medium | Standard | |
| 13 |
Parler TTS
Describe the voice you want in natural language and Parler generates matching speech.
880M
45000h
2024
|
3.83 /5 | Belum ada suara. | medium | Standard | |
| 14 |
Tortoise TTS
Multi-voice text-to-speech focused on quality with autoregressive architecture.
400M
50000h
2022
|
3.7 /5 | Belum ada suara. | slow | Premium | |
| 15 |
Bark
Transformer-based text-to-audio model that generates realistic speech, music, and sound effects.
350M
100000h
2023
|
3.57 /5 | Belum ada suara. | slow | Standard | |
| 16 |
Bark Small
Lighter version of Bark with faster inference and lower memory usage.
150M
100000h
2023
|
— | Belum ada suara. | medium | Standard | |
| 17 |
GLM-TTS
Achieves the lowest character error rate among open-source TTS models.
300M
2025
|
— | Belum ada suara. | medium | Standard | |
| 18 |
GPT-SoVITS
Few-shot voice cloning TTS that replicates any voice from just 5 seconds of audio.
200M
2024
|
— | Belum ada suara. | slow | Standard | |
| 19 |
Qwen3 TTS
Alibaba's multilingual TTS with voice cloning, preset voices, and voice design from text.
1.7B
2025
|
— | Belum ada suara. | medium | Standard | |
| 20 |
Sesame CSM
Conversational speech model generating natural dialogue with appropriate timing and emotion.
1B
2025
|
— | Belum ada suara. | slow | Premium | |
| 21 |
Chatterbox Turbo
Faster Chatterbox with sub-200ms latency and paralinguistic tags for laughs, coughs, and more.
350M
2025
|
— | Belum ada suara. | fast | Standard | |
| 22 |
Dia 2
Streaming-first conversational TTS with multi-speaker dialogue and paralinguistic cues.
2B
2025
|
— | Belum ada suara. | fast | Standard | |
| 23 |
VoxCPM
Tokenizer-free TTS producing 44.1kHz audio with context-aware paragraph consistency.
500M
1800000h
2025
|
— | Belum ada suara. | fast | Standard | |
| 24 |
OuteTTS
LLM-based TTS that runs on CPU, GPU, or browser via llama.cpp and Transformers.js.
1B
5000h
2025
|
— | Belum ada suara. | fast | Free | |
| 25 |
TADA
Zero-hallucination TTS with text-acoustic dual alignment, 5x faster than comparable LLM TTS.
1B
2026
|
— | Belum ada suara. | fast | Standard | |
| 26 |
VibeVoice
Microsoft's multi-speaker long-form TTS generating up to 90 minutes with 4 distinct speakers.
1.5B
100000h
2025
|
— | Belum ada suara. | fast | Standard | |
| 27 |
Pocket TTS
Lightweight 100M parameter model by Kyutai with voice cloning from a single sample.
100M
50000h
2025
|
— | Belum ada suara. | fast | Free | |
| 28 |
Kitten TTS
Ultra-lightweight TTS under 80MB. Runs on CPU without GPU.
80M
2025
|
— | Belum ada suara. | fast | Free | |
| 29 |
CosyVoice3
Next-generation multilingual TTS with bi-streaming, emotion control, and zero-shot voice cloning.
500M
200000h
2025
|
— | Belum ada suara. | fast | Standard | |
| 30 |
MOSS-TTS
Ultra-long 20-language TTS supporting up to 1 hour of continuous generation with phoneme-level control.
8B
500000h
2026
|
— | Belum ada suara. | medium | Premium | |
| 31 |
MegaTTS3
ByteDance's sparse alignment TTS with adjustable intelligibility vs. speaker similarity.
1B
100000h
2025
|
— | Belum ada suara. | slow | Premium |
Skor Benchmark Terrinci
TTS.ai resmi nilai benchmark di tiga dimensi: naturalitas, akurasi, dan kecepatan.
Kokoro
Free
Alami
4.8/5
Akurasi
4.7/5
Kecepatan
4.9/5
Secara keseluruhan
4.8/5
CosyVoice 2
Standard
Alami
4.5/5
Akurasi
4.4/5
Kecepatan
3.8/5
Secara keseluruhan
4.26/5
Chatterbox
Premium
Alami
4.7/5
Akurasi
4.5/5
Kecepatan
3.4/5
Secara keseluruhan
4.25/5
StyleTTS 2
Premium
Alami
4.5/5
Akurasi
4.3/5
Kecepatan
3.8/5
Secara keseluruhan
4.23/5
Piper
Free
Alami
3.5/5
Akurasi
4.2/5
Kecepatan
4.95/5
Secara keseluruhan
4.15/5
MeloTTS
Free
Alami
3.8/5
Akurasi
4.1/5
Kecepatan
4.6/5
Secara keseluruhan
4.13/5
Dia TTS
Standard
Alami
4.6/5
Akurasi
4.3/5
Kecepatan
3.2/5
Secara keseluruhan
4.09/5
VITS
Free
Alami
3.4/5
Akurasi
4.0/5
Kecepatan
4.8/5
Secara keseluruhan
4.0/5
Orpheus
Standard
Alami
4.3/5
Akurasi
4.1/5
Kecepatan
3.5/5
Secara keseluruhan
4.0/5
OpenVoice
Premium
Alami
4.0/5
Akurasi
4.1/5
Kecepatan
3.9/5
Secara keseluruhan
4.0/5
IndexTTS-2
Standard
Alami
4.3/5
Akurasi
4.1/5
Kecepatan
3.2/5
Secara keseluruhan
3.91/5
Spark TTS
Standard
Alami
4.2/5
Akurasi
4.0/5
Kecepatan
3.4/5
Secara keseluruhan
3.9/5
Parler TTS
Standard
Alami
4.1/5
Akurasi
3.9/5
Kecepatan
3.4/5
Secara keseluruhan
3.83/5
Tortoise TTS
Premium
Alami
4.6/5
Akurasi
4.4/5
Kecepatan
1.8/5
Secara keseluruhan
3.7/5
Bark
Standard
Alami
4.2/5
Akurasi
3.8/5
Kecepatan
2.5/5
Secara keseluruhan
3.57/5
Metodologi Benchmark
Uji Penyiapan
- Perangkat Keras: 4x NVIDIA Tesla P40 (24GB VRAM masing-masing), total 96GB
- Teks tes: 5 bagian standar yang mencakup pola bicara yang berbeda ( Narasi, dialog, teknis, emosional, multibahasa)
- Evaluasi: Metrik otomatis (MOS estimasi, WER, RTF) dikombinasikan dengan tes pendengaran manusia
- Runs: Setiap model diuji 10 kali per bagian, skor rata-rata
Criring Criteria
- Naturalness (40%): Prosody, intonasi, irama, emosi bagaimana manusia kedengarannya?
- Akurasi (30%): Kebenaran pengejaan, rate kesalahan kata, intellibilitas
- Kecepatan (30%): Faktor real-time (audio detik / generasi detik). lebih tinggi = lebih cepat.
- Secara keseluruhan: Berat rata-rata: 0.4 x naturalness + 0.3 x Accuracy + 0.3 x Speed
Catatan: Benchmarks merefleksikan kinerja pada perangkat keras dan tes teks tertentu. kualitas dunia nyata mungkin berbeda berdasarkan teks masukan, bahasa, dan pilihan suara. Rating masyarakat memberikan sinyal komplemen berdasarkan penggunaan nyata yang beragam.
Pertanyaan yang Sering Diajukan
Umpan balikmu membantu kita memperbaiki masalah.
Temukan Suara Sempurna Anda
Cobalah model apa pun yang gratis dari Kokoro, Piper, VITS, atau Melotts.