# AI Voiceover

Ranked by the Vioscale composite score: a confidence-weighted blend of independent signals, not user reviews.

| # | Software | Score | Confidence | Vendor |
|--:|---|--:|---|---|
| 1 | [Murf AI](https://www.vioscale.ai/software/murf-ai) | 69.2 | 53% (medium) | - |
| 2 | [ElevenLabs](https://www.vioscale.ai/software/elevenlabs) | 67.8 | 43% (low) | - |
| 3 | [Speechify Studio](https://www.vioscale.ai/software/speechify-studio) | 61.8 | 37% (low) | - |
| 4 | [Amazon Polly](https://www.vioscale.ai/software/amazon-polly) | 59.9 | 61% (medium) | - |
| 5 | [Azure AI Speech](https://www.vioscale.ai/software/azure-ai-speech) | 53.3 | 51% (medium) | Microsoft |
| 6 | [WellSaid Labs](https://www.vioscale.ai/software/wellsaid-labs) | 43.3 | 44% (low) | - |
| 7 | [Coqui TTS](https://www.vioscale.ai/software/coqui-tts) | 35.6 | 20% (low) | - |
| 8 | [Bark](https://www.vioscale.ai/software/bark) | 32.3 | 20% (low) | - |
| 9 | [Kokoro](https://www.vioscale.ai/software/kokoro) | 14 | 15% (low) | - |

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*Source: Vioscale (https://www.vioscale.ai/categories/ai-voiceover).*