TTS Arena — AI Voice Model Leaderboard

Ṣàfikún àwọn móòdù àkọ́lé-si-ìbálẹ̀ 20+. Àwọn ìṣàfilọ́lẹ̀ alábòójútó, àwọn ìṣàfilọ́lẹ̀ ìjọba, àti àwọn ìṣàfilọ́lẹ̀ pẹ̀lú pẹ̀lú.

Ṣàfihàn

Àwọn Àwọn Ààyè-iṣẹ́

Ṣàfihàn àyọkà, yan àwọn ìṣàmúlò-ètò mejì, àtí ṣàfihàn àwọn àwọn ìrísí-lẹ́tà. Àwọn ìṣàmúlò-ètò ìpele-ètò ọ̀fẹ̀ kò niló kọ̀ǹpútà kan.

Àwọn ìṣàfilọ́lẹ̀ A

Àwọn ìṣàmúlò-ètò B

Àwọn ìṣàmúlò-ètò ọ̀fẹ̀ náà tí kò bá kọ̀ǹpútà. Ṣàfihàn to compare premium models.

Àwọn ìṣàmúlò-ètò

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

Àwọn Ààyè-iṣẹ́ Ìṣàmúlò-ètò

Oṣiṣẹ TTS.ai benchmark scores lori awọn iwọn mẹta: naturalness, accuracy, ati iyara.

Kokoro

Free

Ìṣàfilọ́lẹ̀ 4.8/5

Ìṣàmúlò-ètò 4.7/5

Ìjánu-ìsún 4.9/5

Gbogbogbo 4.8/5

CosyVoice 2

Standard

Ìṣàfilọ́lẹ̀ 4.5/5

Ìṣàmúlò-ètò 4.4/5

Ìjánu-ìsún 3.8/5

Gbogbogbo 4.26/5

Chatterbox

Premium

Ìṣàfilọ́lẹ̀ 4.7/5

Ìṣàmúlò-ètò 4.5/5

Ìjánu-ìsún 3.4/5

Gbogbogbo 4.25/5

StyleTTS 2

Premium

Ìṣàfilọ́lẹ̀ 4.5/5

Ìṣàmúlò-ètò 4.3/5

Ìjánu-ìsún 3.8/5

Gbogbogbo 4.23/5

Piper

Free

Ìṣàfilọ́lẹ̀ 3.5/5

Ìṣàmúlò-ètò 4.2/5

Ìjánu-ìsún 4.95/5

Gbogbogbo 4.15/5

MeloTTS

Free

Ìṣàfilọ́lẹ̀ 3.8/5

Ìṣàmúlò-ètò 4.1/5

Ìjánu-ìsún 4.6/5

Gbogbogbo 4.13/5

Dia TTS

Standard

Ìṣàfilọ́lẹ̀ 4.6/5

Ìṣàmúlò-ètò 4.3/5

Ìjánu-ìsún 3.2/5

Gbogbogbo 4.09/5

VITS

Free

Ìṣàfilọ́lẹ̀ 3.4/5

Ìṣàmúlò-ètò 4.0/5

Ìjánu-ìsún 4.8/5

Gbogbogbo 4.0/5

Orpheus

Standard

Ìṣàfilọ́lẹ̀ 4.3/5

Ìṣàmúlò-ètò 4.1/5

Ìjánu-ìsún 3.5/5

Gbogbogbo 4.0/5

OpenVoice

Premium

Ìṣàfilọ́lẹ̀ 4.0/5

Ìṣàmúlò-ètò 4.1/5

Ìjánu-ìsún 3.9/5

Gbogbogbo 4.0/5

IndexTTS-2

Standard

Ìṣàfilọ́lẹ̀ 4.3/5

Ìṣàmúlò-ètò 4.1/5

Ìjánu-ìsún 3.2/5

Gbogbogbo 3.91/5

Spark TTS

Standard

Ìṣàfilọ́lẹ̀ 4.2/5

Ìṣàmúlò-ètò 4.0/5

Ìjánu-ìsún 3.4/5

Gbogbogbo 3.9/5

Parler TTS

Standard

Ìṣàfilọ́lẹ̀ 4.1/5

Ìṣàmúlò-ètò 3.9/5

Ìjánu-ìsún 3.4/5

Gbogbogbo 3.83/5

Tortoise TTS

Premium

Ìṣàfilọ́lẹ̀ 4.6/5

Ìṣàmúlò-ètò 4.4/5

Ìjánu-ìsún 1.8/5

Gbogbogbo 3.7/5

Bark

Standard

Ìṣàfilọ́lẹ̀ 4.2/5

Ìṣàmúlò-ètò 3.8/5

Ìjánu-ìsún 2.5/5

Gbogbogbo 3.57/5

Àwọn Ìṣàmúlò-ètò

Àtòjọ-ẹ̀yàn Àtòjọ-ẹ̀yàn

Àwọn ààyè-iṣẹ́: 4x NVIDIA Tesla P40 (24GB VRAM kọọkan), 96GB gbogbogbo
Àwọn àyọkà ìyẹwo: 5 standardized passages covering different speech patterns (narration, dialogue, technical, emotional, multilingual)
Àwọn Ìṣàmúlò-ètò Automatic metrics (MOS estimation, WER, RTF) combined with human listening tests
Àwọn ìṣàmúlò-ètò: Àwọn ìṣàmúlò-ètò kọ̀ǹpútà kọ̀ǹpútà kọ̀ǹpútà kọ̀ǹpútà kọ̀ǹpútà

Àwọn ìṣàmúlò-ètò àwọn ààyè-iṣẹ́

Ìṣàfihàn (40%): Prosody, intonation, rhythm, emotion — how human does it sound?
Accuracy (30%): Pronunciation correctness, word error rate, intelligibility
Ìjánu-ìsẹ́ (30%): Fákìtì àkókó-ìgbá (sékètì àwòrán / sékètì ìṣàfilọ́lẹ̀). Kéré = rọ́ọ̀nù.
Gbogbogbo: Aṣàfilọ́lẹ̀: 0.4 x Aṣàfilọ́lẹ̀ + 0.3 x Aṣàfilọ́lẹ̀ + 0.3 x Ìjáde

Àwọn Àmì-ìwé: 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.

Àwọn Àtòjọ-ẹ̀yàn

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)

Wá Àwòrán Rẹ̀

Wá àwọn móòdù fún ọ̀fẹ̀ pẹlú Kokoro, Piper, VITS, tàbí MeloTTS. Kò ní àwọn àwọn ìṣàmúlò-ètò tí a fẹ́.

Ṣàfihàn Wó Àwọn Ìtàn

TTS Arena — AI Voice Model Leaderboard

Àwọn Àwọn Ààyè-iṣẹ́

Àwọn ìṣàmúlò-ètò

Àwọn Ààyè-iṣẹ́ Ìṣàmúlò-ètò

Kokoro

CosyVoice 2

Chatterbox

StyleTTS 2

Piper

MeloTTS

Dia TTS

VITS

Orpheus

OpenVoice

IndexTTS-2

Spark TTS

Parler TTS

Tortoise TTS

Bark

Àwọn Ìṣàmúlò-ètò

Àtòjọ-ẹ̀yàn Àtòjọ-ẹ̀yàn

Àwọn ìṣàmúlò-ètò àwọn ààyè-iṣẹ́

Àwọn Àtòjọ-ẹ̀yàn

What is the TTS Arena?

How are the official benchmark scores calculated?

Can I vote on model quality?

How does the model comparison work?

What does each benchmark metric mean?

Why do some models have no benchmark score?

How often are benchmarks updated?

What is the difference between free, standard, and premium tiers?

Which model should I use?

Can I use the comparison tool without signing in?

Are the benchmark tests biased?

How are models ranked when scores are tied?

Wá Àwòrán Rẹ̀