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How to Migrate from Play.ht to ElevenLabs (Step-by-Step)

Last updated: March 2026

Migrating from Play.ht to ElevenLabs is often driven by ElevenLabs' superior voice realism, emotional range, and more accessible voice cloning capabilities. While Play.ht offers solid text-to-speech functionality, ElevenLabs excels in producing human-like intonations and nuanced speech patterns that enhance audio content quality. This guide covers the complete migration process including data export/import, feature equivalents, API transition for developers, and testing procedures. You'll learn how to transfer your voice assets, recreate custom voices, and leverage ElevenLabs' advanced emotional controls while minimizing disruption to your audio production workflow.

Estimated Timeline

solo user

2-4 hours for basic setup and testing, plus additional time for recreating custom voices

small team

2-3 days including team training, testing, and workflow adjustments

enterprise

1-2 weeks for full migration including API updates, extensive testing, and documentation

Migration Steps

Audit Your Play.ht Assets and Usage

easy

Set Up Your ElevenLabs Account and Workspace

easy

Recreate Voice Profiles and Custom Voices

medium

Transfer Projects and Recreate Audio Content

medium

Update Integrations and API Connections

hard

Conduct Parallel Testing and Quality Assurance

medium

Train Your Team and Update Documentation

easy

Complete Migration and Decommission Play.ht

easy

Feature Mapping

Play.ht	ElevenLabs Equivalent	Notes
Ultra-realistic AI voices library	Industry-leading voice library	ElevenLabs voices generally have superior emotional range and natural pacing
Voice cloning	Instant Voice Cloning	ElevenLabs requires less audio (1-5 minutes vs Play.ht's 20+ minutes) and offers more cloning controls
Pronunciation editor	Voice Settings & Pronunciation Dictionary	ElevenLabs offers similar phoneme-level control but with different interface and customization options
Multiple language/accents support	Multilingual model support	Both support numerous languages, but ElevenLabs has stronger multilingual voice consistency
API access	Comprehensive API	ElevenLabs API has different endpoints, parameters, and rate limits requiring code updates
Audio project management	Projects workspace	ElevenLabs organizes content differently with folder-based project structure
SSML support	SSML and contextual tuning	ElevenLabs supports SSML with additional emotional context parameters
Team collaboration	Team workspace with permissions	Similar functionality but different permission structures and user management

Data Transfer Guide

Play.ht doesn't offer bulk export of voice settings or projects. To transfer data: 1) Manually download important audio files from Play.ht's dashboard (MP3 or WAV format). 2) Document voice settings (speed, pitch, voice IDs) in a spreadsheet. 3) For custom cloned voices, use original audio samples (not Play.ht outputs) to recreate in ElevenLabs. 4) Export text scripts from your Play.ht projects. In ElevenLabs: 1) Upload audio files to appropriate projects. 2) Recreate voices using the Voice Lab with your documented settings. 3) Import text scripts and regenerate audio with ElevenLabs' superior engine. 4) Use ElevenLabs' Projects feature to organize content. Consider scripting the process if you have hundreds of files.

Frequently Asked Questions

Can I transfer my data from Play.ht to ElevenLabs?+

You can transfer audio files and text scripts, but voice settings and custom voices must be recreated in ElevenLabs using original audio samples. There's no direct import/export between the platforms.

How long does migration take?+

For most users, 2-3 days including testing. Complex setups with API integrations may take 1-2 weeks. The timeline depends on how many custom voices and projects need recreation.

Will I lose any features switching to ElevenLabs?+

ElevenLabs covers most Play.ht features with generally superior voice quality. Check specific integrations or niche features you use. Some pronunciation customizations may work differently.

Can I use both tools during migration?+

Yes, run both systems in parallel during testing. Maintain your Play.ht subscription until you've fully validated ElevenLabs for all use cases and migrated essential content.

Is ElevenLabs cheaper than Play.ht?+

Pricing varies by usage. ElevenLabs' free tier is generous for testing. For production use, compare character costs and feature access. ElevenLabs often provides better value for voice quality but review current pricing for your volume.