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TTS Arena — AI Voice Model Leaderboard Situs web resmi

Babandingkeun 20+ model teks-ka-wacana. Benchmarks resmi, rating komunitas, sarta side-by-side perbandingan.

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Model Leaderboard

# Model Resmi Komunitas Nilaimu Kecepatan Tingkat
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 vote
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 Ora ana suara
medium Standard
3
Chatterbox
Chatterbox
State-of-the-art zero-shot voice cloning with emotion control from Resemble AI.
300M 2025
4.25 /5 Ora ana suara
medium Premium
4
StyleTTS 2
StyleTTS 2
Human-level text-to-speech through style diffusion and adversarial training.
100M 585h 2024
4.23 /5 Ora ana suara
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 Ora ana suara
fast Free
6
MeloTTS
MeloTTS
High-quality multilingual text-to-speech that runs on CPU with minimal latency.
25M 2024
4.13 /5 Ora ana suara
fast Free
7
Dia TTS
Dia TTS
Multi-speaker dialog generation model that creates natural conversations between speakers.
1.6B 2024
4.09 /5 Ora ana suara
medium Standard
8
VITS
VITS
Conditional variational autoencoder with adversarial learning for end-to-end text-to-speech.
25M 585h 2021
4.0 /5 Ora ana suara
fast Free
9
Orpheus
Orpheus
Human-level emotional TTS model trained on 100K hours of speech data.
3B 100000h 2025
4.0 /5 Ora ana suara
medium Standard
10
OpenVoice
OpenVoice
Instant voice cloning with granular control over style, emotion, and accent.
300M 2024
4.0 /5 Ora ana suara
medium Premium
11
IndexTTS-2
IndexTTS-2
Zero-shot TTS with fine-grained emotion control and high expressiveness.
300M 2025
3.91 /5 Ora ana suara
medium Standard
12
Spark TTS
Spark TTS
Voice cloning TTS with controllable emotion and speaking style via prompts.
500M 2025
3.9 /5 Ora ana suara
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 Ora ana suara
medium Standard
14
Tortoise TTS
Tortoise TTS
Multi-voice text-to-speech focused on quality with autoregressive architecture.
400M 50000h 2022
3.7 /5 Ora ana suara
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 Ora ana suara
slow Standard
16
Bark Small
Bark Small
Lighter version of Bark with faster inference and lower memory usage.
150M 100000h 2023
— Ora ana suara
medium Standard
17
Indic Parler TTS
Indic Parler TTS
High-quality speech for 8+ Indian languages with natural-language voice control.
900M 8000h 2024
— Ora ana suara
slow Standard
18
KhanomTan TTS
KhanomTan TTS
Thai-first text-to-speech with a choice of speaker voices.
85M 100h 2023
— Ora ana suara
fast Standard
19
GPT-SoVITS
GPT-SoVITS
Few-shot voice cloning TTS that replicates any voice from just 5 seconds of audio.
200M 2024
— Ora ana suara
slow Standard
20
Qwen3 TTS
Qwen3 TTS
Alibaba's multilingual TTS with preset voices and voice design from text.
1.7B 2025
— Ora ana suara
medium Standard
21
VieNeu-TTS-v2
VieNeu-TTS-v2
Vietnamese + English code-switching TTS with 7 preset voices and zero-shot voice cloning. CPU-only, no GPU required.
0.3B 10000h 2026
— Ora ana suara
fast Standard
22
Sesame CSM
Sesame CSM
Conversational speech model generating natural dialogue with appropriate timing and emotion.
1B 2025
— Ora ana suara
slow Premium
23
Chatterbox Turbo
Chatterbox Turbo
Faster Chatterbox with sub-200ms latency and paralinguistic tags for laughs, coughs, and more.
350M 2025
— Ora ana suara
fast Standard
24
VoxCPM
VoxCPM
Tokenizer-free TTS producing 44.1kHz audio with context-aware paragraph consistency.
500M 1800000h 2025
— Ora ana suara
fast Standard
25
Kani TTS 2
Kani TTS 2
Ultra-lightweight 400M English TTS model running in just 3GB VRAM.
400M 10000h 2026
— Ora ana suara
fast Free
26
OuteTTS
OuteTTS
LLM-based TTS that runs on CPU, GPU, or browser via llama.cpp and Transformers.js.
1B 5000h 2025
— Ora ana suara
slow Free
27
VibeVoice
VibeVoice
Microsoft's multi-speaker long-form TTS generating up to 90 minutes with 4 distinct speakers.
1.5B 100000h 2025
— Ora ana suara
fast Standard
28
Pocket TTS
Pocket TTS
Lightweight 100M parameter model by Kyutai with voice cloning from a single sample.
100M 50000h 2025
— Ora ana suara
fast Free
29
Kitten TTS
Kitten TTS
Ultra-lightweight TTS under 80MB. Runs on CPU without GPU.
80M 2025
— Ora ana suara
fast Free
30
CosyVoice3
CosyVoice3
Next-generation multilingual TTS with bi-streaming, emotion control, and zero-shot voice cloning.
500M 200000h 2025
— Ora ana suara
fast Standard
31
NAMAA Saudi TTS
NAMAA Saudi TTS
First open Saudi-Arabic TTS. Native Saudi dialect with Chatterbox-quality voice cloning.
300M 2026
— Ora ana suara
medium Standard
32
Darwin TTS
Darwin TTS
Cross-modal Qwen3-TTS variant with FFN weights blended from the Qwen3-1.7B language model for sharper multilingual cloning.
2.1B 2026
— Ora ana suara
medium Standard
33
MOSS-TTSD
MOSS-TTSD
Multi-speaker dialogue continuation model — generate podcast-style conversations with up to 5 speakers and 60 minutes of coherent audio.
7B 2026
— Ora ana suara
medium Standard
34
Ming-Omni TTS
Ming-Omni TTS
Compact 0.5B omni-modal speech model from inclusionAI with high-fidelity 44.1kHz output and zero-shot voice cloning.
500M 2026
— Ora ana suara
medium Free
35
MOSS-TTS Nano
MOSS-TTS Nano
Tiny 100M MOSS-TTS variant — same architecture, 80x smaller, free-tier latency.
100M 500000h 2026
— Ora ana suara
fast Free

Skor Benchmark Detailed

Sacara resmi TTS.ai benchmark skor liwat tilu dimensi: alamiah, akurasi, lan kecepatan.

KokoroKokoro

Free
Naturalness 4.8/5
Тездик 4.7/5
Kecepatan 4.9/5
Umum 4.8/5

CosyVoice 2CosyVoice 2

Standard
Naturalness 4.5/5
Тездик 4.4/5
Kecepatan 3.8/5
Umum 4.26/5

ChatterboxChatterbox

Premium
Naturalness 4.7/5
Тездик 4.5/5
Kecepatan 3.4/5
Umum 4.25/5

StyleTTS 2StyleTTS 2

Premium
Naturalness 4.5/5
Тездик 4.3/5
Kecepatan 3.8/5
Umum 4.23/5

PiperPiper

Free
Naturalness 3.5/5
Тездик 4.2/5
Kecepatan 4.95/5
Umum 4.15/5

MeloTTSMeloTTS

Free
Naturalness 3.8/5
Тездик 4.1/5
Kecepatan 4.6/5
Umum 4.13/5

Dia TTSDia TTS

Standard
Naturalness 4.6/5
Тездик 4.3/5
Kecepatan 3.2/5
Umum 4.09/5

VITSVITS

Free
Naturalness 3.4/5
Тездик 4.0/5
Kecepatan 4.8/5
Umum 4.0/5

OrpheusOrpheus

Standard
Naturalness 4.3/5
Тездик 4.1/5
Kecepatan 3.5/5
Umum 4.0/5

OpenVoiceOpenVoice

Premium
Naturalness 4.0/5
Тездик 4.1/5
Kecepatan 3.9/5
Umum 4.0/5

IndexTTS-2IndexTTS-2

Standard
Naturalness 4.3/5
Тездик 4.1/5
Kecepatan 3.2/5
Umum 3.91/5

Spark TTSSpark TTS

Standard
Naturalness 4.2/5
Тездик 4.0/5
Kecepatan 3.4/5
Umum 3.9/5

Parler TTSParler TTS

Standard
Naturalness 4.1/5
Тездик 3.9/5
Kecepatan 3.4/5
Umum 3.83/5

Tortoise TTSTortoise TTS

Premium
Naturalness 4.6/5
Тездик 4.4/5
Kecepatan 1.8/5
Umum 3.7/5

BarkBark

Standard
Naturalness 4.2/5
Тездик 3.8/5
Kecepatan 2.5/5
Umum 3.57/5

Benchmark Metodologi

Konfigurasi Tes

  • Perkakas: 4x NVIDIA Tesla P40 (24GB VRAM ар бири), 96GB жалпы
  • Uji teks: 5 bab standar sing nutupi pola basa sing beda (narrasi, dialog, teknis, emosi, multilingual)
  • Nilai: Metrik otomatis (perkiraan MOS, WER, RTF) digabungake karo tes maca manungsa
  • Dijalanake: Saben model diuji 10 kali saben pasa, skor rata-rata

Kriteria skor

  • Alam (40%): Prosody, intonasi, ritme, emosi — apa swarane manungsa?
  • Akurasi (30%): Kepatuhan pangucapan, tingkat kesalahan tembung, pangerten
  • Kecepatan (30%): Faktor wektu nyata (detik audio / detik generasi). Luwih dhuwur = luwih cepet.
  • Umum: Rata-rata bobot: 0.4 x Naturalness + 0.3 x Akurasi + 0.3 x Kecepatan

Catatan: Benchmarks ngagambarkeun kinerja dina perkakas husus urang sarta teks uji. Kualitas dunya nyata bisa rupa-rupa dumasar kana téks input, basa, sarta pilihan sora. Rating komunitas nyadiakeun sinyal komplementer dumasar kana rupa-rupa panggunaan nyata.

Takon-takon sing sering diajukake

TTS Arena nyaéta tabel pangluhurna anu ngarangking model teks-ka-wacana AI dumasar kana tes benchmark resmi sareng rating komunitas. Babandingkeun model sisi-ka-sisi, dengarkeun conto, sareng pilih anu paling saé pikeun anjeun.

Kami ngajalankeun tés standar dina unggal model nganggo pasagi teks anu sami, perkakas, sareng kriteria evaluasi. Skor ngawengku alamiah (kumaha sorana manusa), akurasi (ucapan sareng kajelasan), sareng laju (waktos ngahasilkeun). Sadaya tés nganggo GPU server kami sareng NVIDIA Tesla P40 GPUs.

Ya! Klik bintang-bintang di handapeun model mana wae pikeun nangtoskeun éta ti 1 nepi ka 5. Anjeun kedahna ngadaptar pikeun milih. Rangking anjeun maénkeun peran dina rata-rata komunitas anu ditampilkeun dina tabel pangluhurna. Anjeun tiasa ngarobih rangking anjeun kapan wae.

Ngetik teks naon waé, pilih dua model, teras klik Babandingkeun. Dugi ka dua model ngahasilkeun basa ti teks anu sami dina waktu anu sami. Ngeunaan dua model sareng pilih naon anu langkung saé. Perbandingan buta ieu ngabantosan ngaidentipikasi model anu pangsaéna pikeun kabutuhan khusus anjeun.

Kabiasaan ngukur kumaha sorana sora manusa (prosodi, intonasi, ritme). Akurasi ngukur kaleresan pangucapan jeung kasadaran. Kacepetan ngukur kumaha gancangna model ngahasilkeun audio relatif ka waktu nyata. Total nyaéta rata-rata bobot tina sadaya metrik.

Model tanpa skor benchmark boh anyar ditambahkeun sarta ngarepkeun uji coba, atawa meryogikeun konfigurasi husus (sapertos gated access tokens) anu pending. Rating komunitas masih aya pikeun model-model ieu.

Benchmarks resmi diperbaharui nalika model nampi pembaruan signifikan atanapi nalika model anyar ditambahkeun. Rating komunitas diperbaharui dina waktos nyata nalika pangguna milih. Data leaderboard disimpen dina cache salami 5 menit pikeun kinerja.

Model-tier bébas (Kokoro, Piper, VITS, MeloTTS) teu ngandung surcharge premium sarta ngangkat alokasi bébas anjeun. Model standar ngagunakeun karakter 2x (contona, 1,000 karakter teks biaya 2,000 karakter ti saldo anjeun). Model Premium ngagunakeun karakter 4x sarta umumna nawiskeun kualitas pangluhurna atawa fitur unik kayaning kloning sora.

Pikeun kabéh kasus, Kokoro (tingkat bébas) nawiskeun kualitas anu saé. Pikeun kloning sora, coba Chatterbox atanapi CosyVoice 2. Pikeun isi multibasa, MeloTTS atanapi CosyVoice 2. Pikeun narasi ekspresif, Bark atanapi Dia. Gunakeun alat perbandingan pikeun uji sareng teks khusus anjeun.

Ya, anjeun tiasa nyiptakeun sareng ngabandingkeun audio ti dua model mana waé tanpa akun nganggo model tingkat bébas. Pikeun milih model peryogi akun bébas. Pikeun ngabandingkeun model premium peryogi kredit.

Kami usaha pikeun objektivitas ku ngagunakeun teks tes standar, alat-alat anu sami, sareng kriteria evaluasi anu konsisten di sakumna model. Rating komunitas nyayogikeun sinyal independen tambahan. Metodologi kami digambarkeun dina bagian Metodologi Benchmark di handap ieu.

Model diurutkeun utamana ku skor umum benchmark resmi, saterusna ku rating rata-rata komunitas salaku tiebreaker. Model tanpa benchmark diurutkeun di handapeun model kalayan benchmark, diurutkeun ku rating komunitas.
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