Qoraalka u beddel hadal Adeegyada AI Dhaqdhaqaaqa Audio in qoraal Duubista Codka Qoraalka Codka Suuqa Ka badan

TTS Arena — Muuqaalka Codka AI Leaderboard

La barbardhigo 20+ qoraal-in-dhagax-muuqaalka. Official benchmarks, ratings bulshada, iyo side-by-side la barbardhigo.

Ka diiwaangashan Free
Ma lihin codadka TTS ee afkaaga weli. Na caawi inaad ku darto kuwaaga! Iibso Codkaaga

Side-by-Side La barbardhigo

Tixraac qoraalka, dooro laba nooc, oo la barbardhigo natiijooyinka. Free-tier noocyada u baahan yihiin xisaab la'aan.

Moodooyinka bilaashka ah waxay shaqeeyaan iyada oo aan xisaab lahayn. Ku soo biir si ay u barbardhigaan qaababka premium.

Model Leaderboard

# Nooc Shaqada Bulshada Qiimayntaada Xawaaraha Qiyaamaha
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 cod
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 Wax cod ah ma jiro
medium Standard
3
Chatterbox
Chatterbox
State-of-the-art zero-shot voice cloning with emotion control from Resemble AI.
300M 2025
4.25 /5 Wax cod ah ma jiro
medium Premium
4
StyleTTS 2
StyleTTS 2
Human-level text-to-speech through style diffusion and adversarial training.
100M 585h 2024
4.23 /5 Wax cod ah ma jiro
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 Wax cod ah ma jiro
fast Free
6
MeloTTS
MeloTTS
High-quality multilingual text-to-speech that runs on CPU with minimal latency.
25M 2024
4.13 /5 Wax cod ah ma jiro
fast Free
7
Dia TTS
Dia TTS
Multi-speaker dialog generation model that creates natural conversations between speakers.
1.6B 2024
4.09 /5 Wax cod ah ma jiro
medium Standard
8
VITS
VITS
Conditional variational autoencoder with adversarial learning for end-to-end text-to-speech.
25M 585h 2021
4.0 /5 Wax cod ah ma jiro
fast Free
9
Orpheus
Orpheus
Human-level emotional TTS model trained on 100K hours of speech data.
3B 100000h 2025
4.0 /5 Wax cod ah ma jiro
medium Standard
10
OpenVoice
OpenVoice
Instant voice cloning with granular control over style, emotion, and accent.
300M 2024
4.0 /5 Wax cod ah ma jiro
medium Premium
11
IndexTTS-2
IndexTTS-2
Zero-shot TTS with fine-grained emotion control and high expressiveness.
300M 2025
3.91 /5 Wax cod ah ma jiro
medium Standard
12
Spark TTS
Spark TTS
Voice cloning TTS with controllable emotion and speaking style via prompts.
500M 2025
3.9 /5 Wax cod ah ma jiro
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 Wax cod ah ma jiro
medium Standard
14
Tortoise TTS
Tortoise TTS
Multi-voice text-to-speech focused on quality with autoregressive architecture.
400M 50000h 2022
3.7 /5 Wax cod ah ma jiro
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 Wax cod ah ma jiro
slow Standard
16
Bark Small
Bark Small
Lighter version of Bark with faster inference and lower memory usage.
150M 100000h 2023
— Wax cod ah ma jiro
medium Standard
17
GLM-TTS
GLM-TTS
Achieves the lowest character error rate among open-source TTS models.
300M 2025
— Wax cod ah ma jiro
medium Standard
18
GPT-SoVITS
GPT-SoVITS
Few-shot voice cloning TTS that replicates any voice from just 5 seconds of audio.
200M 2024
— Wax cod ah ma jiro
slow Standard
19
Qwen3 TTS
Qwen3 TTS
Alibaba's multilingual TTS with voice cloning, preset voices, and voice design from text.
1.7B 2025
— Wax cod ah ma jiro
medium Standard
20
Sesame CSM
Sesame CSM
Conversational speech model generating natural dialogue with appropriate timing and emotion.
1B 2025
— Wax cod ah ma jiro
slow Premium
21
Chatterbox Turbo
Chatterbox Turbo
Faster Chatterbox with sub-200ms latency and paralinguistic tags for laughs, coughs, and more.
350M 2025
— Wax cod ah ma jiro
fast Standard
22
Zonos
Zonos
Emotion-controllable TTS with fine-grained sliders for happiness, anger, sadness, and more.
1.6B 200000h 2025
— Wax cod ah ma jiro
medium Standard
23
Dia 2
Dia 2
Streaming-first conversational TTS with multi-speaker dialogue and paralinguistic cues.
2B 2025
— Wax cod ah ma jiro
fast Standard
24
VoxCPM
VoxCPM
Tokenizer-free TTS producing 44.1kHz audio with context-aware paragraph consistency.
500M 1800000h 2025
— Wax cod ah ma jiro
fast Standard
25
OuteTTS
OuteTTS
LLM-based TTS that runs on CPU, GPU, or browser via llama.cpp and Transformers.js.
1B 5000h 2025
— Wax cod ah ma jiro
fast Free
26
TADA
TADA
Zero-hallucination TTS with text-acoustic dual alignment, 5x faster than comparable LLM TTS.
1B 2026
— Wax cod ah ma jiro
fast Standard
27
VibeVoice
VibeVoice
Microsoft's multi-speaker long-form TTS generating up to 90 minutes with 4 distinct speakers.
1.5B 100000h 2025
— Wax cod ah ma jiro
fast Standard
28
Pocket TTS
Pocket TTS
Lightweight 100M parameter model by Kyutai with voice cloning from a single sample.
100M 50000h 2025
— Wax cod ah ma jiro
fast Free
29
Kitten TTS
Kitten TTS
Ultra-lightweight TTS under 80MB. Runs on CPU without GPU.
80M 2025
— Wax cod ah ma jiro
fast Free
30
CosyVoice3
CosyVoice3
Next-generation multilingual TTS with bi-streaming, emotion control, and zero-shot voice cloning.
500M 200000h 2025
— Wax cod ah ma jiro
fast Standard
31
MOSS-TTS
MOSS-TTS
Ultra-long 20-language TTS supporting up to 1 hour of continuous generation with phoneme-level control.
8B 500000h 2026
— Wax cod ah ma jiro
medium Premium
32
MegaTTS3
MegaTTS3
ByteDance's sparse alignment TTS with adjustable intelligibility vs. speaker similarity.
1B 100000h 2025
— Wax cod ah ma jiro
slow Premium

Dhammaan dhibcaha Benchmark

Sharciga TTS.ai benchmark dhibcaha saddex geesoodka ah: dabiiciga ah, saxnaanta, iyo xawaaraha.

KokoroKokoro

Free
Caqliga 4.8/5
Xasaanad 4.7/5
Xawaaraha 4.9/5
Guud ahaan 4.8/5

CosyVoice 2CosyVoice 2

Standard
Caqliga 4.5/5
Xasaanad 4.4/5
Xawaaraha 3.8/5
Guud ahaan 4.26/5

ChatterboxChatterbox

Premium
Caqliga 4.7/5
Xasaanad 4.5/5
Xawaaraha 3.4/5
Guud ahaan 4.25/5

StyleTTS 2StyleTTS 2

Premium
Caqliga 4.5/5
Xasaanad 4.3/5
Xawaaraha 3.8/5
Guud ahaan 4.23/5

PiperPiper

Free
Caqliga 3.5/5
Xasaanad 4.2/5
Xawaaraha 4.95/5
Guud ahaan 4.15/5

MeloTTSMeloTTS

Free
Caqliga 3.8/5
Xasaanad 4.1/5
Xawaaraha 4.6/5
Guud ahaan 4.13/5

Dia TTSDia TTS

Standard
Caqliga 4.6/5
Xasaanad 4.3/5
Xawaaraha 3.2/5
Guud ahaan 4.09/5

VITSVITS

Free
Caqliga 3.4/5
Xasaanad 4.0/5
Xawaaraha 4.8/5
Guud ahaan 4.0/5

OrpheusOrpheus

Standard
Caqliga 4.3/5
Xasaanad 4.1/5
Xawaaraha 3.5/5
Guud ahaan 4.0/5

OpenVoiceOpenVoice

Premium
Caqliga 4.0/5
Xasaanad 4.1/5
Xawaaraha 3.9/5
Guud ahaan 4.0/5

IndexTTS-2IndexTTS-2

Standard
Caqliga 4.3/5
Xasaanad 4.1/5
Xawaaraha 3.2/5
Guud ahaan 3.91/5

Spark TTSSpark TTS

Standard
Caqliga 4.2/5
Xasaanad 4.0/5
Xawaaraha 3.4/5
Guud ahaan 3.9/5

Parler TTSParler TTS

Standard
Caqliga 4.1/5
Xasaanad 3.9/5
Xawaaraha 3.4/5
Guud ahaan 3.83/5

Tortoise TTSTortoise TTS

Premium
Caqliga 4.6/5
Xasaanad 4.4/5
Xawaaraha 1.8/5
Guud ahaan 3.7/5

BarkBark

Standard
Caqliga 4.2/5
Xasaanad 3.8/5
Xawaaraha 2.5/5
Guud ahaan 3.57/5

Habka la tixgelinayo

Istaraatiijiyad Imtixaan

  • Qalabka: 4x NVIDIA Tesla P40 (24GB VRAM mid kasta), 96GB guud ahaan
  • Imtixaan: 5 qaybaha caadiga ah oo ka kooban qaabab hadal kala duwan (warbixinta, wada hadalka, farsamada, dareenka, luqado badan)
  • Qiimaha: Automatic tirakoobka (MOS tirakoobka, WER, RTF) oo la isku daray tijaabooyinka dhagaysiga aadanaha
  • Socdaal: Nooca kasta oo la tijaabiyay 10 jeer oo isku mar ah, dhibcaha dhexdhexaad ah

Tilmaamaha Dhismaha

  • dabiiciga ah (40%): Prosody, intonation, riiq, dareenka - sida aadanaha ma u egtahay?
  • Xaqnimo (30%): Dhaqanka saxda ah, xadgudubka ereyga, fahanka
  • Xawaaraha (30%): Real-wakhtiga faa'iido (audio seconds / generation seconds). Sare = ka dhaqso badan.
  • Guud ahaan: Dhererka dhexdhexaadka ah: 0.4 x dabiiciga ah + 0.3 x saxnaanta + 0.3 x xawaaraha

Faahfaahin: Qiimaha dhabta ah ee adduunka ayaa kala duwanaan kara iyadoo ku xiran qoraalka soo dejinta, afka, iyo doorasho codka. Qiimaha bulshada waxay bixiyaan calaamad ku xiran isticmaalka dhabta ah ee kala duwan.

Su'aalaha badanaa la waydiiyo

The TTS Arena waa leaderboard in rankings AI qoraalka-to-hadalka qaababka ku salaysan tijaabooyinka rasmiga ah ee benchmark iyo qiimeynta bulshada. La barbar dhigo qaababka side-by-side, maqli tusaalooyin, iyo codka kuwa ugu fiican ee aad u maqli.

Waxaan ku socdaan tijaabooyinka caadiga ah ee nooc kasta oo isticmaalaya qoraalka isku mid ah, qalabka, iyo shuruudaha qiimeynta. dhibcaha ka mid ah dabiiciga ah (sida aadanaha u maqli), saxnaanta (dhaqanka iyo fahamka), iyo xawaaraha (waqtiga soosaarka). tijaabooyinka oo dhan isticmaalaan GPU server our la NVIDIA Tesla P40 GPUs.

Haa! Riix xiddigaha ku xiga mid ka mid ah qaababka si aad u qiimeyso 1 ilaa 5. Waa inaad iska diiwaangelisaa si aad u codeyso. Qiimahaaga wuxuu ka qaybqaataa celceliska bulshada ee lagu muujiyey liiska. Waxaad ku bedeli kartaa qiimayntaada waqti kasta.

Tixraac qoraal kasta, dooro laba nooc, oo guji isku day. Labada noocba waxay ka soo saaraan hadalka qoraalka isku midka ah isla markiiba. Dhagayso labada iyo codso midka ugu fiican. Ku eedeyntan indha la'aanta ah waxay kaa caawineysaa inaad aqoonsato nooca ugu fiican ee baahiyahaaga gaar ah.

Naturalness miisaanka sida aadanaha-sida hadalka maqalka (prosody, intonation, ritimka). saxnaanta miisaanka dhawaaqa saxnaanta iyo fahamka. Speed miisaanka sida dhaqsaha badan ee qaabka soo saarta audio la xiriira waqtiga dhabta ah. guud ahaan waa dhexdhexaadka miisaanka ee tirakoobyada oo dhan.

Models aan dhibcaha benchmark waa ama cusub oo lagu daray oo sugaya imtixaanka, ama u baahan yihiin dhisme gaar ah (sida gated access tokens) in la sugayo. Community ratings weli waxaa laga heli karaa qaababkan.

Qiimaha rasmiga ah waxaa la cusbooneysiiyaa marka moodooyinka helaan cusbooneysiin muhiim ah ama marka ay ku daraan moodooyinka cusub. Qiimaha bulshada ayaa la cusbooneysiiyaa waqti dhab ah sida isticmaaleyaasha codeeyaan.

Free models (Kokoro, Piper, VITS, MeloTTS) qiimaha 0 characters. Standard models isticmaalaan characters 2x (tusaale ahaan, 1,000 characters of text qiimaha 2,000 characters ka miisaanka aad). Premium models isticmaalaan characters 4x iyo guud ahaan bixiyaan tayada ugu sarreeya ama astaamaha gaar ah sida codka isku-dhafan.

Haddii aad isticmaaleyso Kokoro (qaab bilaash ah) waxaad heli doontaa tayada ugu fiican. Haddii aad isticmaaleyso codka, isku day Chatterbox ama CosyVoice 2. Haddii aad isticmaaleyso qoraallo badan, MeloTTS ama CosyVoice 2. Haddii aad isticmaaleyso qoraallo muujinaya, Bark ama Dia.

Haa, waxaad abuuri kartaa oo ka barbar dhigi kartaa audio ka mid ah laba nooc oo aan xisaab la isticmaalo noocyada free-tier. Codbixinta on noocyada u baahan tahay xisaab bilaash ah.

Waxaan u dadaalnaa in ay waxtar leh oo ay isticmaalaan qoraalada imtixaanka standardized, hardware isku mid ah, iyo shuruudaha qiimeynta si joogto ah oo ku saabsan dhammaan noocyada. Community ratings bixiyaan calaamad madaxbannaan oo dheeraad ah. Our habka waxaa lagu sharaxay qaybta Benchmark Methodology hoos.

Models waxaa si gaar ah u kala sarreeyaa by rasmiga ah dhibcaha guud ee benchmark, ka dibna by bulshada celceliska qiimeynta sida tiebreaker. Models aan benchmarks waxaa hoos ku qoran kuwa leh benchmarks, ku qoran by qiimeynta bulshada.
5.0/5 (1)

Maxaa aan ku hagaajin karnaa? Jawaabtaada waxay naga caawisaa inaan xallino dhibaatooyinka.

Hesho Codkaaga Wanaagsan

Raac nooc kasta oo bilaash ah Kokoro, Piper, VITS, ama MeloTTS. Aan xisaab loo baahnayn.

Ka diiwaangashan Free Daawo Qiimaha