Ripoti ya Mdudu / Ombi la Pekee

TTS Arena — AI Voice Model Leaderboard

Linganisha mifano 20 ya watu wapatao 20+ kwenye maandishi. Alama rasmi, viwango vya jamii, na milinganisho ya kando.

Fanyeni Ishara kwa Hiari

Ulinganifu wa Upande mmoja hadi mwingine

Aina ya maandishi, chagua mifano miwili, na ulinganishe matokeo.

Mfano A

Mfano wa B

Watu walio vielelezo huru hufanya kazi bila kuwa na akaunti. Tia sahihi na kulinganisha mifano ya malipo.

Kikosi cha Magendo

#	Mfano	Ofisa	Jumuiya	Mwendo	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 print operation status	fast	Free
2	CosyVoice 2 Alibaba's scalable streaming TTS with human-parity naturalness and near-zero latency. 300M 200000h 2024	4.26 /5	Hakuna kura Bado	medium	Standard
3	Chatterbox State-of-the-art zero-shot voice cloning with emotion control from Resemble AI. 300M 2025	4.25 /5	Hakuna kura Bado	medium	Premium
4	StyleTTS 2 Human-level text-to-speech through style diffusion and adversarial training. 100M 585h 2024	4.23 /5	Hakuna kura Bado	medium	Premium
5	Piper A fast, local neural text to speech system optimized for Raspberry Pi and embedded devices. 15M 2023	4.15 /5	Hakuna kura Bado	fast	Free
6	MeloTTS High-quality multilingual text-to-speech that runs on CPU with minimal latency. 25M 2024	4.13 /5	Hakuna kura Bado	fast	Free
7	Dia TTS Multi-speaker dialog generation model that creates natural conversations between speakers. 1.6B 2024	4.09 /5	Hakuna kura Bado	medium	Standard
8	VITS Conditional variational autoencoder with adversarial learning for end-to-end text-to-speech. 25M 585h 2021	4.0 /5	Hakuna kura Bado	fast	Free
9	Orpheus Human-level emotional TTS model trained on 100K hours of speech data. 3B 100000h 2025	4.0 /5	Hakuna kura Bado	medium	Standard
10	OpenVoice Instant voice cloning with granular control over style, emotion, and accent. 300M 2024	4.0 /5	Hakuna kura Bado	medium	Premium
11	IndexTTS-2 Zero-shot TTS with fine-grained emotion control and high expressiveness. 300M 2025	3.91 /5	Hakuna kura Bado	medium	Standard
12	Spark TTS Voice cloning TTS with controllable emotion and speaking style via prompts. 500M 2025	3.9 /5	Hakuna kura Bado	medium	Standard
13	Parler TTS Describe the voice you want in natural language and Parler generates matching speech. 880M 45000h 2024	3.83 /5	Hakuna kura Bado	medium	Standard
14	Tortoise TTS Multi-voice text-to-speech focused on quality with autoregressive architecture. 400M 50000h 2022	3.7 /5	Hakuna kura Bado	slow	Premium
15	Bark Transformer-based text-to-audio model that generates realistic speech, music, and sound effects. 350M 100000h 2023	3.57 /5	Hakuna kura Bado	slow	Standard
16	Bark Small Lighter version of Bark with faster inference and lower memory usage. 150M 100000h 2023	—	Hakuna kura Bado	medium	Standard
17	GPT-SoVITS Few-shot voice cloning TTS that replicates any voice from just 5 seconds of audio. 200M 2024	—	Hakuna kura Bado	slow	Standard
18	Qwen3 TTS Alibaba's multilingual TTS with preset voices and voice design from text. 1.7B 2025	—	Hakuna kura Bado	medium	Standard
19	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	—	Hakuna kura Bado	fast	Standard
20	Sesame CSM Conversational speech model generating natural dialogue with appropriate timing and emotion. 1B 2025	—	Hakuna kura Bado	slow	Premium
21	Chatterbox Turbo Faster Chatterbox with sub-200ms latency and paralinguistic tags for laughs, coughs, and more. 350M 2025	—	Hakuna kura Bado	fast	Standard
22	VoxCPM Tokenizer-free TTS producing 44.1kHz audio with context-aware paragraph consistency. 500M 1800000h 2025	—	Hakuna kura Bado	fast	Standard
23	Kani TTS 2 Ultra-lightweight 400M English TTS model running in just 3GB VRAM. 400M 10000h 2026	—	Hakuna kura Bado	fast	Free
24	OuteTTS LLM-based TTS that runs on CPU, GPU, or browser via llama.cpp and Transformers.js. 1B 5000h 2025	—	Hakuna kura Bado	fast	Free
25	VibeVoice Microsoft's multi-speaker long-form TTS generating up to 90 minutes with 4 distinct speakers. 1.5B 100000h 2025	—	Hakuna kura Bado	fast	Standard
26	Pocket TTS Lightweight 100M parameter model by Kyutai with voice cloning from a single sample. 100M 50000h 2025	—	Hakuna kura Bado	fast	Free
27	Kitten TTS Ultra-lightweight TTS under 80MB. Runs on CPU without GPU. 80M 2025	—	Hakuna kura Bado	fast	Free
28	CosyVoice3 Next-generation multilingual TTS with bi-streaming, emotion control, and zero-shot voice cloning. 500M 200000h 2025	—	Hakuna kura Bado	fast	Standard
29	NAMAA Saudi TTS First open Saudi-Arabic TTS. Native Saudi dialect with Chatterbox-quality voice cloning. 300M 2026	—	Hakuna kura Bado	medium	Standard
30	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	—	Hakuna kura Bado	medium	Standard
31	MOSS-TTSD Multi-speaker dialogue continuation model — generate podcast-style conversations with up to 5 speakers and 60 minutes of coherent audio. 7B 2026	—	Hakuna kura Bado	medium	Standard
32	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	—	Hakuna kura Bado	medium	Free
33	MOSS-TTS Nano Tiny 100M MOSS-TTS variant — same architecture, 80x smaller, free-tier latency. 100M 500000h 2026	—	Hakuna kura Bado	fast	Free

Michoro ya Benchmark

Alama rasmi ya TTS.ai ina upana wa pande tatu: ukubwa wa kiasili, usahihi, na mwendo wa kasi.

Kokoro

Free

Asili 4.8/5

Accuracy 4.7/5

Mwendo 4.9/5

Kwa ujumla 4.8/5

CosyVoice 2

Standard

Asili 4.5/5

Accuracy 4.4/5

Mwendo 3.8/5

Kwa ujumla 4.26/5

Chatterbox

Premium

Asili 4.7/5

Accuracy 4.5/5

Mwendo 3.4/5

Kwa ujumla 4.25/5

StyleTTS 2

Premium

Asili 4.5/5

Accuracy 4.3/5

Mwendo 3.8/5

Kwa ujumla 4.23/5

Piper

Free

Asili 3.5/5

Accuracy 4.2/5

Mwendo 4.95/5

Kwa ujumla 4.15/5

MeloTTS

Free

Asili 3.8/5

Accuracy 4.1/5

Mwendo 4.6/5

Kwa ujumla 4.13/5

Dia TTS

Standard

Asili 4.6/5

Accuracy 4.3/5

Mwendo 3.2/5

Kwa ujumla 4.09/5

VITS

Free

Asili 3.4/5

Accuracy 4.0/5

Mwendo 4.8/5

Kwa ujumla 4.0/5

Orpheus

Standard

Asili 4.3/5

Accuracy 4.1/5

Mwendo 3.5/5

Kwa ujumla 4.0/5

OpenVoice

Premium

Asili 4.0/5

Accuracy 4.1/5

Mwendo 3.9/5

Kwa ujumla 4.0/5

IndexTTS-2

Standard

Asili 4.3/5

Accuracy 4.1/5

Mwendo 3.2/5

Kwa ujumla 3.91/5

Spark TTS

Standard

Asili 4.2/5

Accuracy 4.0/5

Mwendo 3.4/5

Kwa ujumla 3.9/5

Parler TTS

Standard

Asili 4.1/5

Accuracy 3.9/5

Mwendo 3.4/5

Kwa ujumla 3.83/5

Tortoise TTS

Premium

Asili 4.6/5

Accuracy 4.4/5

Mwendo 1.8/5

Kwa ujumla 3.7/5

Bark

Standard

Asili 4.2/5

Accuracy 3.8/5

Mwendo 2.5/5

Kwa ujumla 3.57/5

Mbinu za Benchmark

Hatua ya Kupimwa

Habari Ngumu: 4x NVIDIA Tesla P40 (4GB VRAM kwa kila mmoja), jumla ya 96GB
Maandishi ya mtihani: 5 Mafungu ya kawaida yaliyotia ndani njia tofauti za usemi (kuhara, mazungumzo, ufundi, kihisia - moyo, lugha)
Evalution: Vifaa vya kupima sauti, WER, RTF, pamoja na majaribio ya wanadamu
Runs: Kila kiolezo kilijaribiwa mara 10 kwa safari moja, kwa wastani kikiwa vingi mno

Kuchambua Criteria

Asili (asilimia 40): Msokoto, sauti ya ndani, mdundo, hisia - moyo ni jinsi gani inasikika na binadamu?
Accuracy (asilimia 30): Ufafanuzi sahihi, kiwango cha maneno chenye makosa, uwezo wa kufikiri
Mwendo (asilimia 30): Kitendeshi halisi (kipindu cha sekunde / sekunde chache tu). Higher = haraka zaidi.
Kwa ujumla: Wastani: 0.4 x Naturality + 0.3 x Accuracy + 0.3 x Speet

Angalia: Benchmarms anatafakari juu ya matokeo ya vifaa na maandishi yetu ya majaribio. Sifa ya kweli ya ulimwengu inaweza kutofautiana kwa kutegemea habari za maandishi, lugha, na uteuzi wa sauti.

Maswali Ambayo Watu Huuliza Mara Nyingi

Shirika la TTS Arena ni bodi ya kuongoza ambayo ina safu za AI-to-speech kwa kutegemea tafiti rasmi na viwango vya jamii. Linganisha violezo vilivyo kando, sikilizeni sampuli, na kura kwa ajili ya wale wanaosikika kuwa bora zaidi kwako.

Tumeweka viwango sahihi juu ya kila kiolezo kwa kutumia vifungu vya maandishi, vifaa, na vipimo vya kupimia.

Unaweza kubadili kiwango chako wakati wowote.

Aina yoyote ya maandishi, chagua mifano miwili, na bonyeza Linganisha. Mifano yote miwili hutokeza hotuba kutoka kwenye andiko lilelile kwa wakati mmoja. Sikiliza na upigie kura sauti ambayo inasikika vizuri zaidi. Mlinganisho huu usioona vizuri husaidia kutambulisha kigezo bora zaidi kwa mahitaji yako hususa.

Mambo ya asili yanapima jinsi sauti za binadamu (prosody, rition, ridution). Accura hupima usahihi wa matamshi na uwezo wa kufikiri.

Miindo isiyo na alama za benchi imeongezwa hivi karibuni na kungojea kupimwa, au inahitaji alama maalumu (kama zile za lango) zinazosubiriwa. Orodha za jamii bado zapatikana kwa ajili ya violezo hivyo.

Alama rasmi za benchi huboreshwa wakati wanamitindo wapokeapo taarifa za maana au wakati wanamitindo wapya wanapoongezwa. viwango vya Jumuiya vinaboreshwa katika muda halisi wa upigaji kura. Habari za kiongozi huhifadhiwa kwa dakika 5 kwa ajili ya maonyesho.

Waigaji huru (Koro, Piper, VITS, MetoTTS) waligharimu pesa 0.

Kwa visa vilivyo vingi, Kokoro (da ya uhuru) hutoa ubora bora kabisa. kwa ajili ya ufanyizaji wa sauti, jaribuni Chatterboksi au CosyVoice 2. Kwa habari za lugha nyingi, MeloTS au CosyVoice 2.

Naam, unaweza kutokeza na kulinganisha sauti kutoka kwa violezo viwili bila ya akaunti kwa kutumia violezo huru. Upigaji kura kwa violezo huhitaji akaunti huru. Ulinganisho wa muundo wa Premium unahitaji herufi.

Tunajitahidi kudumisha msimamo wetu kwa kutumia maandishi ya kawaida ya majaribio, vifaa vinavyofanana, na tathmini ya kila aina.

Maumbo hasa huhesabiwa na alama rasmi za benchi, kisha kwa wastani wa jamii ikiwa ni kivunja - tai. Maumbo yasiyo na alama yanahesabiwa chini ya yale yenye alama za benchi, zilizoagizwa na kiwango cha kijamii.

5.0/5 (1)

Tafuta Sauti Yako Kamilifu

Jaribu kuwa huru na Kokoro, Piper, VITS, au MeloTTS.

Fanyeni Ishara kwa Hiari Mwono Wenye Kuvutia

TTS Arena — AI Voice Model Leaderboard

Ulinganifu wa Upande mmoja hadi mwingine

Kikosi cha Magendo

Michoro ya Benchmark

Kokoro

CosyVoice 2

Chatterbox

StyleTTS 2

Piper

MeloTTS

Dia TTS

VITS

Orpheus

OpenVoice

IndexTTS-2

Spark TTS

Parler TTS

Tortoise TTS

Bark

Mbinu za Benchmark

Hatua ya Kupimwa

Kuchambua Criteria

Maswali Ambayo Watu Huuliza Mara Nyingi

Uwanja wa TTS Arena ni nini?

Alama rasmi huhesabiwaje?

Je, naweza kupiga kura juu ya ubora wa kigezo?

Ulinganifu huo una matokeo gani?

Kila kipande cha meza humaanisha nini?

Kwa nini baadhi ya violezo havina alama za kuvutia?

Alama za benchi huboreshwa mara ngapi?

Kuna tofauti gani kati ya matabaka huru, viwango, na kodi?

Ninapaswa kutumia mfano gani?

Je, ninaweza kutumia kifaa cha kulinganisha bila kutia sahihi?

Je, majaribio hayo yana upendeleo?

Maumbo yanahesabiwaje wakati watu wengi wanapofunga ndoa?

Tafuta Sauti Yako Kamilifu