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TTS Arena — AI Voice Model Leaderboard

Bandingkan 20+ model teks-ke-tutur. Benchmark rasmi, penarafan komuniti, dan perbandingan berdampingan.

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Perbandingan Sebelah-Sebelah

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Model Leaderboard

# Model Rasmi Komuniti Penilaian Anda Kelajuan Tajuk
1
Kokoro
Kokoro
Lightweight 82M parameter model delivering studio-quality speech with blazing-fast inference.
82M 1200h 2024
4.8 /5 5.0 /5
1 undi
fast Free
2
CosyVoice 2
CosyVoice 2
Alibaba's scalable streaming TTS with human-parity naturalness and near-zero latency.
300M 200000h 2024
4.26 /5 Tiada undian lagi
medium Standard
3
Chatterbox
Chatterbox
State-of-the-art zero-shot voice cloning with emotion control from Resemble AI.
300M 2025
4.25 /5 Tiada undian lagi
medium Premium
4
StyleTTS 2
StyleTTS 2
Human-level text-to-speech through style diffusion and adversarial training.
100M 585h 2024
4.23 /5 Tiada undian lagi
medium Premium
5
Piper
Piper
A fast, local neural text to speech system optimized for Raspberry Pi and embedded devices.
15M 2023
4.15 /5 Tiada undian lagi
fast Free
6
MeloTTS
MeloTTS
High-quality multilingual text-to-speech that runs on CPU with minimal latency.
25M 2024
4.13 /5 Tiada undian lagi
fast Free
7
Dia TTS
Dia TTS
Multi-speaker dialog generation model that creates natural conversations between speakers.
1.6B 2024
4.09 /5 Tiada undian lagi
medium Standard
8
VITS
VITS
Conditional variational autoencoder with adversarial learning for end-to-end text-to-speech.
25M 585h 2021
4.0 /5 Tiada undian lagi
fast Free
9
Orpheus
Orpheus
Human-level emotional TTS model trained on 100K hours of speech data.
3B 100000h 2025
4.0 /5 Tiada undian lagi
medium Standard
10
OpenVoice
OpenVoice
Instant voice cloning with granular control over style, emotion, and accent.
300M 2024
4.0 /5 Tiada undian lagi
medium Premium
11
IndexTTS-2
IndexTTS-2
Zero-shot TTS with fine-grained emotion control and high expressiveness.
300M 2025
3.91 /5 Tiada undian lagi
medium Standard
12
Spark TTS
Spark TTS
Voice cloning TTS with controllable emotion and speaking style via prompts.
500M 2025
3.9 /5 Tiada undian lagi
medium Standard
13
Parler TTS
Parler TTS
Describe the voice you want in natural language and Parler generates matching speech.
880M 45000h 2024
3.83 /5 Tiada undian lagi
medium Standard
14
Tortoise TTS
Tortoise TTS
Multi-voice text-to-speech focused on quality with autoregressive architecture.
400M 50000h 2022
3.7 /5 Tiada undian lagi
slow Premium
15
Bark
Bark
Transformer-based text-to-audio model that generates realistic speech, music, and sound effects.
350M 100000h 2023
3.57 /5 Tiada undian lagi
slow Standard
16
Bark Small
Bark Small
Lighter version of Bark with faster inference and lower memory usage.
150M 100000h 2023
— Tiada undian lagi
medium Standard
17
GPT-SoVITS
GPT-SoVITS
Few-shot voice cloning TTS that replicates any voice from just 5 seconds of audio.
200M 2024
— Tiada undian lagi
slow Standard
18
Qwen3 TTS
Qwen3 TTS
Alibaba's multilingual TTS with voice cloning, preset voices, and voice design from text.
1.7B 2025
— Tiada undian lagi
medium Standard

Skor Benchmark Terperinci

Skor benchmark rasmi TTS.ai meliputi tiga dimensi: keaslian, ketepatan, dan kelajuan.

KokoroKokoro

Free
Alam semulajadi 4.8/5
Ketepatan 4.7/5
Kelajuan 4.9/5
Secara keseluruhan 4.8/5

CosyVoice 2CosyVoice 2

Standard
Alam semulajadi 4.5/5
Ketepatan 4.4/5
Kelajuan 3.8/5
Secara keseluruhan 4.26/5

ChatterboxChatterbox

Premium
Alam semulajadi 4.7/5
Ketepatan 4.5/5
Kelajuan 3.4/5
Secara keseluruhan 4.25/5

StyleTTS 2StyleTTS 2

Premium
Alam semulajadi 4.5/5
Ketepatan 4.3/5
Kelajuan 3.8/5
Secara keseluruhan 4.23/5

PiperPiper

Free
Alam semulajadi 3.5/5
Ketepatan 4.2/5
Kelajuan 4.95/5
Secara keseluruhan 4.15/5

MeloTTSMeloTTS

Free
Alam semulajadi 3.8/5
Ketepatan 4.1/5
Kelajuan 4.6/5
Secara keseluruhan 4.13/5

Dia TTSDia TTS

Standard
Alam semulajadi 4.6/5
Ketepatan 4.3/5
Kelajuan 3.2/5
Secara keseluruhan 4.09/5

VITSVITS

Free
Alam semulajadi 3.4/5
Ketepatan 4.0/5
Kelajuan 4.8/5
Secara keseluruhan 4.0/5

OrpheusOrpheus

Standard
Alam semulajadi 4.3/5
Ketepatan 4.1/5
Kelajuan 3.5/5
Secara keseluruhan 4.0/5

OpenVoiceOpenVoice

Premium
Alam semulajadi 4.0/5
Ketepatan 4.1/5
Kelajuan 3.9/5
Secara keseluruhan 4.0/5

IndexTTS-2IndexTTS-2

Standard
Alam semulajadi 4.3/5
Ketepatan 4.1/5
Kelajuan 3.2/5
Secara keseluruhan 3.91/5

Spark TTSSpark TTS

Standard
Alam semulajadi 4.2/5
Ketepatan 4.0/5
Kelajuan 3.4/5
Secara keseluruhan 3.9/5

Parler TTSParler TTS

Standard
Alam semulajadi 4.1/5
Ketepatan 3.9/5
Kelajuan 3.4/5
Secara keseluruhan 3.83/5

Tortoise TTSTortoise TTS

Premium
Alam semulajadi 4.6/5
Ketepatan 4.4/5
Kelajuan 1.8/5
Secara keseluruhan 3.7/5

BarkBark

Standard
Alam semulajadi 4.2/5
Ketepatan 3.8/5
Kelajuan 2.5/5
Secara keseluruhan 3.57/5

Metodologi Benchmark

Konfigurasi Ujian

  • Perkakasan: 4x NVIDIA Tesla P40 (24GB VRAM masing-masing), jumlah 96GB
  • Teks Ujian: 5 bahagian standard yang merangkumi corak ucapan yang berbeza (narasi, dialog, teknikal, emosi, berbilang bahasa)
  • Penilaian: Metrik automatik (perkiraan MOS, WER, RTF) digabungkan dengan ujian pendengaran manusia
  • Jalankan: Setiap model diuji 10 kali setiap laluan, skor rata-rata

Kriteria Skor

  • Alam semulajadi (40%): Prosody, intonation, rhythm, emotion — how human does it sound?
  • Accuracy (30%): Pronunciation correctness, word error rate, intelligibility
  • Kelajuan: Faktor masa nyata (saat audio / saat penjanaan). Lebih tinggi = lebih pantas.
  • Jumlah: Purata Berat: 0.4 x Alam + 0.3 x Ketepatan + 0.3 x Kelajuan

Nota: Benchmarks reflect performance on our specific hardware and test texts. Real-world quality may vary based on input text, language, and voice selection. Community ratings provide a complementary signal based on diverse real usage.

Soalan Lazim

The TTS Arena is a leaderboard that ranks AI text-to-speech models based on official benchmark tests and community ratings. Compare models side-by-side, listen to samples, and vote for the ones that sound best to you.

We run standardized tests on each model using the same text passages, hardware, and evaluation criteria. Scores cover naturalness (how human it sounds), accuracy (pronunciation and intelligibility), and speed (generation time). All tests use our GPU server with NVIDIA Tesla P40 GPUs.

Yes! Click the stars next to any model to rate it from 1 to 5. You need to be signed in to vote. Your rating contributes to the community average shown on the leaderboard. You can change your rating at any time.

Type any text, select two models, and click Compare. Both models generate speech from the same text simultaneously. Listen to both and vote for which sounds better. This blind comparison helps identify the best model for your specific needs.

Naturalness measures how human-like the speech sounds (prosody, intonation, rhythm). Accuracy measures pronunciation correctness and intelligibility. Speed measures how fast the model generates audio relative to real-time. Overall is a weighted average of all metrics.

Models without benchmark scores are either newly added and awaiting testing, or require special setup (like gated access tokens) that is pending. Community ratings are still available for these models.

Official benchmarks are updated when models receive significant updates or when new models are added. Community ratings update in real-time as users vote. The leaderboard data is cached for 5 minutes for performance.

Free models (Kokoro, Piper, VITS, MeloTTS) cost 0 credits. Standard models cost 2 credits per 1,000 characters. Premium models cost 4 credits per 1,000 characters and generally offer the highest quality or unique features like voice cloning.

For most use cases, Kokoro (free tier) offers excellent quality. For voice cloning, try Chatterbox or CosyVoice 2. For multilingual content, MeloTTS or CosyVoice 2. For expressive narration, Bark or Dia. Use the comparison tool to test with your specific text.

Yes, you can generate and compare audio from any two models without an account using free-tier models. Voting on models requires a free account. Premium model comparisons require credits.

We strive for objectivity by using standardized test texts, identical hardware, and consistent evaluation criteria across all models. Community ratings provide an additional independent signal. Our methodology is described in the Benchmark Methodology section below.

Models are ranked primarily by official benchmark overall score, then by community average rating as a tiebreaker. Models without benchmarks are ranked below those with benchmarks, ordered by community rating.
5.0/5 (1)

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Cuba mana-mana model secara percuma dengan Kokoro, Piper, VITS, atau MeloTTS. Tiada akaun diperlukan.

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