Why Migrate from ElevenLabs to VoiceStudio?
ElevenLabs is the market leader in cloud voice AI, but it comes with tradeoffs:
- Subscription pricing — monthly credits, no ownership
- Audio uploaded — your voice data lives on their servers
- Closed source — no visibility into how models process your audio
- Vendor lock-in — difficult to migrate voices and settings elsewhere
VoiceStudio flips this model: local-first, open source (AGPL-3.0), one-time purchase option, and your audio never leaves your machine.
Feature Mapping: ElevenLabs → VoiceStudio
| ElevenLabs Feature | VoiceStudio Equivalent | Status |
|---|---|---|
| Voice cloning (instant) | Voice Clone — 3-second sample | ✅ Parity |
| Voice design | Voice Design — describe and generate | ✅ Parity |
| Video dubbing | Video Dubbing — 646 languages | ✅ Parity |
| Voice library | Voice Gallery — ready-made voices | ✅ Parity |
| Text-to-speech API | Local API — programmatic access | ✅ Parity |
| Dubbing Studio | Studio — multi-voice projects | ✅ Parity |
| Projects | Projects — organize voice work | ✅ Parity |
| Cloud hosting | Local or optional Cloud (early access) | ⚠️ Different model |
| Enterprise SOC2 | Self-hosted — you control compliance | ✅ Better |
Cost Comparison
| ElevenLabs | VoiceStudio OSS | VoiceStudio Pro | |
|---|---|---|---|
| Pricing model | Monthly credits | Free | $99/yr or $299 once |
| Voice cloning | Per-character pricing | Free | Free (included) |
| Commercial use | Paid plans | AGPL-3.0 | Included |
| API calls | Per-call credits | Local API (free) | Local API (free) |
| Audio storage | Their cloud | Your machine | Your machine |
| Subscription | Required | No | Optional |
For a team doing significant voice work, VoiceStudio Pro breaks even in 3–6 months compared to ElevenLabs subscription credits.
Migration Checklist
1. Export Your ElevenLabs Voices
Before cancelling ElevenLabs, download any voice samples or cloned voices you own:
- Clone original audio samples locally
- Note voice settings (stability, clarity, similarity)
- Save generated audio files you want to keep
2. Install VoiceStudio Locally
# Windows (PowerShell)
powershell -ep bypass -c "irm https://voicestudio.sh/install.ps1|iex"
# macOS (Apple Silicon or Intel)
# Download .dmg from voicestudio.sh
# Linux (.deb)
wget https://voicestudio.sh/download/voicestudio-linux.deb
sudo dpkg -i voicestudio-linux.deb
# Docker
docker pull ghcr.io/debpalash/voicestudio:latest
docker run -d -p 7860:7860 ghcr.io/debpalash/voicestudio:latest3. Re-create Voice Clones
VoiceStudio’s voice clone works from a 3-second audio sample:
- Upload your original audio samples
- Use Voice Clone to create new voice profiles
- Compare output quality against ElevenLabs
- Fine-tune with Voice Design descriptions
4. Re-build Dubbing Projects
Move your video dubbing workflow:
- Import video files into VoiceStudio Studio
- Select target languages (646 available)
- Assign voices from your Voice Gallery
- Generate dubbed output with preserved timing
5. Update API Integrations
If you use ElevenLabs API in applications:
- Point to VoiceStudio Local API instead
- Update authentication (local, no API key needed)
- Test response latency (local = faster)
- Update billing (no more credits)
Side-by-Side: ElevenLabs vs VoiceStudio
| Capability | ElevenLabs Cloud | VoiceStudio OSS | VoiceStudio Pro |
|---|---|---|---|
| Deployment | Cloud (their servers) | Local (your machine) | Local (your machine) |
| Source code | Closed | AGPL-3.0 | AGPL-3.0 + commercial seat |
| Voice cloning | ✅ | ✅ | ✅ |
| Video dubbing | ✅ | ✅ | ✅ |
| Languages | 29 | 646 | 646 |
| Commercial license | Paid plans | AGPL-3.0 | Included |
| Audio privacy | Uploaded | Stays local | Stays local |
| Ongoing cost | Monthly credits | $0 | $99/yr or $299 once |
What You Gain
| Benefit | Description |
|---|---|
| Cost predictability | No surprise credit bills |
| Data sovereignty | Your voice data never leaves your network |
| Offline capability | Work without internet (native installs) |
| No vendor lock-in | Open source, forkable, self-hostable |
| 646 languages | More language coverage than ElevenLabs |
What You Trade
| Trade-off | Description |
|---|---|
| Hardware requirements | Need capable local machine (GPU recommended) |
| Setup time | Initial installation and configuration |
| Maintenance | You manage updates and backups |
| Cloud convenience | No managed hosting (unless you choose Pro Cloud) |
The Bottom Line
If you’re paying ElevenLabs monthly for voice cloning, dubbing, or TTS, VoiceStudio is likely cheaper over time and more private. The migration is straightforward: export your samples, install locally, and re-create your voice workflows on your own hardware.
Not directly — ElevenLabs doesn't export voice models. You'll need original audio samples to re-clone voices in VoiceStudio using the 3-second Voice Clone feature.
VoiceStudio uses modern open-weight voice models. Quality is comparable for most use cases, though ElevenLabs may still lead in emotional range and ultra-low latency streaming.
Pro Cloud is VoiceStudio's hosted option (early access). It gives you managed infrastructure without self-hosting, while still keeping the open-source core.