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TTS Bench — Speed — windows-default

Rig: windows-5090 — AMD Ryzen 9 9950X3D 16-Core Processor (16C) · NVIDIA GeForce RTX 5090 32GB · 126 GB RAM · Windows 11
Label: default voice
TTFA = time to first audio (ms; lower is better). RTFx = realtime speed (× realtime; higher is better; e.g. 10× means 10 sec of audio generated per 1 sec of compute). Cold = first run after process start; warm = subsequent runs.

Speed winners

Fastest predefined-voice: Vaniq-Edge (cuda) — 298.04× warm RTFx, 30ms warm TTFA

Fastest cloning-capable: StyleTTS 2 (cuda) — 32.15× warm RTFx, 265ms warm TTFA

ModelDeviceTTFA coldTTFA warmRTFx coldRTFx warmPeak RAMPeak VRAMSizeReleased
Vaniq-Edgecuda606ms30ms14.93×298.04×1.62 GB282 MB8.91MAug 2026
sanoTTS Heart-Nano (3/4 ok)cpu228ms50ms21.95×104.12×103 MB—294KSep 2026
Kokorocuda895ms67ms8.32×103.68×2.43 GB925 MB82MDec 2024
SupraTTS 0.1 Betacuda4.48s147ms3.39×67.53×2.87 GB548 MB43.5MSep 2026
MeloTTScuda1.61s117ms4.60×60.41×2.89 GB1.16 GB~52MFeb 2024
Inflect-Micro v2cuda549ms125ms13.57×58.85×1.47 GB269 MB9.36MJul 2026
Pipercpu160ms107ms38.94×58.83×470 MB—~25MBJan 2023
Inflect-Nano v2cuda570ms131ms13.40×55.20×1.48 GB164 MB3.96MJul 2026
Vaniq-Edgecpu539ms250ms15.18×37.48×775 MB—8.91MAug 2026
StyleTTS 2cuda1.76s265ms4.80×32.15×2.60 GB1.49 GB~148MJun 2023
Inflect-Nano v2cpu545ms333ms12.88×21.07×681 MB—3.96MJul 2026
Sopro V2 Turbocuda526ms400ms13.77×19.14×2.50 GB864 MB120MAug 2026
sanoTTS Amycpu728ms484ms11.11×17.41×112 MB—1.46MJul 2026
OpenVoice v2cuda1.85s361ms3.65×16.93×2.65 GB1.35 GB~100MApr 2024
Inflect-Micro v2cpu588ms452ms11.73×15.67×856 MB—9.36MJul 2026
Kokorocpu609ms532ms12.13×14.38×1.82 GB—82MDec 2024
AuK-Flashcuda10.80s532ms0.91×14.26×2.75 GB24.92 GB1.53BSep 2026
Audio8 TTS 0.6B (compiled)cuda1.06s579ms6.93×13.50×2.37 GB2.76 GB601MAug 2026
Sopro V2 Turbo (streaming)cuda190ms109ms9.95×12.40×2.54 GB1.09 GB120MAug 2026
SupraTTS 0.1 Betacpu843ms733ms10.00×12.04×2.13 GB—43.5MSep 2026
Supertonic 3cpu744ms741ms9.86×9.92×570 MB—99MMay 2026
MeloTTScpu1.88s794ms3.68×9.40×2.48 GB—~52MFeb 2024
OmniVoicecuda1.12s757ms6.44×9.30×2.07 GB2.16 GB~1BMar 2026
Scylla's Bandcpu1.62s793ms3.51×7.46×1.04 GB—~103MJul 2026
LongCat-AudioDiT 1Bcuda1.76s1.19s5.10×6.69×2.22 GB5.71 GB1.42BMar 2026
KittenTTS Nano 0.1cpu1.22s1.20s6.40×6.39×338 MB—<100MAug 2025
F5-TTS v1cuda1.31s845ms3.47×5.32×2.67 GB802 MB330MOct 2024
Coqui XTTS-v2cuda2.05s1.87s3.63×4.75×2.10 GB2.14 GB750MOct 2023
StyleTTS 2cpu3.10s1.89s2.55×4.67×2.78 GB—~148MJun 2023
Pocket-TTScpu142ms119ms4.42×4.40×1.95 GB—100MJan 2026
Chatterbox Turbocuda2.39s1.62s2.80×4.28×2.44 GB3.01 GB744MDec 2025
LongCat-AudioDiT 3.5Bcuda2.27s1.80s3.41×4.24×2.22 GB14.96 GB3.83BMar 2026
OpenVoice v2cpu2.83s1.48s2.10×4.10×2.78 GB—~100MApr 2024
Soprano 1.1 80Mcuda1.74s1.77s3.77×3.76×2.12 GB326 MB80MJan 2026
Qwen3-TTS 1.7B (CUDA-graph)cuda6.51s1.60s0.90×3.76×2.48 GB4.89 GB1.7BJan 2026
Echo-TTScuda2.83s2.15s2.63×3.44×1.94 GB9.38 GB2.8BDec 2025
Soprano 1.1 80Mcpu1.97s2.00s3.40×3.40×1.34 GB—80MJan 2026
Sopro V2 Turbocpu2.68s2.74s2.87×2.81×1.28 GB—120MAug 2026
NeuTTS Nanocuda678ms258ms2.19×2.76×3.24 GB3.26 GB229MDec 2025
Sopro V2 Turbo (streaming)cpu495ms474ms2.62×2.67×1.32 GB—120MAug 2026
DramaBoxcuda5.14s3.78s1.93×2.58×2.36 GB17.39 GB3.3BApr 2026
VibeVoice Realtime 0.5Bcuda3.80s3.77s2.24×2.39×1.88 GB2.62 GB0.5BDec 2025
Chatterboxcuda3.35s2.61s1.66×2.24×2.80 GB3.24 GB1.2BApr 2025
AuKcuda18.14s3.62s0.43×2.08×2.74 GB25.39 GB1.53BSep 2026
NeuTTS Nanocpu698ms303ms1.73×2.00×5.03 GB—229MDec 2025
Magpie-TTScuda5.48s4.48s1.53×1.93×3.54 GB5.60 GB357MDec 2025
NeuTTS Aircuda1.15s417ms1.34×1.62×3.60 GB3.26 GB748MSep 2025
MOSS-TTS-Nanocuda5.83s4.92s1.36×1.61×2.42 GB777 MB100MApr 2026
VibeVoice 1.5Bcuda4.99s5.32s1.44×1.61×2.04 GB5.26 GB1.5BAug 2025
VibeVoice 7Bcuda5.67s6.17s1.39×1.55×2.05 GB17.63 GB7BSep 2025
MOSS-TTS v1.0cuda5.23s4.74s1.34×1.48×2.08 GB22.83 GB8BFeb 2026
VoxCPM2 2Bcuda5.36s5.19s1.35×1.35×6.18 GB5.65 GB2BApr 2026
NeuTTS Aircpu1.20s471ms1.16×1.29×5.37 GB—748MSep 2025
MOSS-TTS-Nanocpu6.38s5.64s1.08×1.21×3.14 GB—100MApr 2026
LFM2.5-Audio 1.5Bcuda410ms91ms0.99×1.18×2.25 GB3.18 GB1.5BDec 2025
IndexTTS-2cuda7.20s6.03s0.93×1.11×5.88 GB7.60 GB1.5BJun 2025
Parler-TTS Mini v1cuda8.29s8.14s0.96×1.05×3.19 GB2.63 GB878MJun 2024
MOSS-TTS v1.5cuda7.66s6.86s0.88×0.99×2.38 GB22.83 GB8BMay 2026
Fish Speech 1.5cuda8.53s7.84s0.81×0.94×3.83 GB1.80 GB~500MNov 2024
Coqui XTTS-v2cpu9.92s9.73s0.87×0.88×3.23 GB—750MOct 2023
FireRedTTS3cuda24.87s8.50s0.26×0.83×2.07 GB14.18 GB2.12BAug 2026
Chatterbox Turbocpu10.65s9.92s0.70×0.73×4.16 GB—744MDec 2025
Audio8 TTS Preview 0.6Bcuda13.14s10.81s0.56×0.72×2.98 GB2.80 GB601MJul 2026
Zonos v0.1cuda10.88s10.38s0.66×0.71×6.51 GB4.48 GB1.6BFeb 2025
Qwen3-TTS 1.7B Basecuda10.77s8.95s0.55×0.70×2.42 GB4.64 GB1.7BJan 2026
VibeVoice Realtime 0.5Bcpu14.49s13.35s0.63×0.66×5.89 GB—0.5BDec 2025
LFM2.5-Audio 1.5Bcpu227ms214ms0.62×0.66×6.08 GB—1.5BDec 2025
Qwen3-TTS 0.6B CustomVoicecuda13.67s13.88s0.61×0.63×2.32 GB2.58 GB0.6BJan 2026
ZipVoice 123M (4/5 ok)cuda68.83s86.51s0.35×0.60×25.87 GB53.16 GB123MJun 2025
Maya1cuda16.57s14.80s0.53×0.59×2.42 GB6.72 GB3BOct 2025
Dia 1.6B-0626cuda25.42s22.82s0.46×0.55×4.42 GB6.32 GB1.6BJun 2025
Sesame CSM-1Bcuda12.01s12.45s0.52×0.54×2.38 GB3.51 GB1BMar 2025
ZipVoice 123M (3/5 ok)cpu22.96s13.44s0.27×0.45×35.45 GB—123MJun 2025
VoxCPM2 2Bcpu15.35s14.85s0.46×0.45×10.14 GB—2BApr 2026
Audio8 TTS Preview 0.1Bcuda21.71s18.40s0.35×0.44×2.94 GB1.90 GB170MAug 2026
Chatterboxcpu14.47s14.10s0.40×0.43×4.24 GB—1.2BApr 2025
OmniVoicecpu16.45s15.98s0.38×0.39×3.05 GB—~1BMar 2026
OuteTTS 1.0 1Bcuda25.01s24.27s0.32×0.33×2.59 GB3.67 GB1BApr 2025
Miso TTS 8Bcuda36.25s32.11s0.30×0.31×2.01 GB16.53 GB8.2BMay 2026
Magpie-TTScpu37.17s33.72s0.29×0.30×6.10 GB—357MDec 2025
Qwen3-TTS 0.6B CustomVoicecpu31.64s34.39s0.26×0.26×5.19 GB—0.6BJan 2026
Audio8 TTS Preview 0.1Bcpu33.61s32.74s0.22×0.23×4.90 GB—170MAug 2026
Mars5-TTScuda31.20s31.06s0.23×0.23×2.25 GB6.81 GB1.2BJun 2024
VibeVoice 1.5Bcpu39.59s45.31s0.19×0.20×11.62 GB—1.5BAug 2025
Qwen3-TTS 1.7B Basecpu34.81s30.07s0.18×0.19×10.40 GB—1.7BJan 2026
Audio8 TTS Preview 0.6Bcpu48.07s44.31s0.16×0.18×5.47 GB—601MJul 2026
Fish Speech 1.5cpu45.73s45.34s0.17×0.17×4.46 GB—~500MNov 2024
Parler-TTS Mini v1cpu63.39s62.77s0.14×0.14×4.31 GB—878MJun 2024
Zonos v0.1cpu62.12s60.57s0.12×0.12×7.39 GB—1.6BFeb 2025
Sesame CSM-1Bcpu50.90s57.54s0.11×0.12×5.77 GB—1BMar 2025
IndexTTS-2cpu92.65s80.32s0.08×0.09×12.02 GB—1.5BJun 2025
F5-TTS v1cpu58.77s60.21s0.07×0.07×2.59 GB—330MOct 2024
Maya1 (2/4 ok)cpu66.31s73.66s0.07×0.07×7.33 GB—3BOct 2025
LuxTTScpuLuxTTS install failed (piper-phonemize has no Windows wheels)
Mars5-TTScpuTimed out after 30 min — model too slow at this prompt length