Speech & audio
Tools for transcription, speech synthesis, and audio production, where accuracy, accessibility, and consent for voice use matter.
Who this is for
- Content producers
- Accessibility teams
- Organisations handling recorded conversations
How we will evaluate it
Transcription accuracy can be measured against reference transcripts. Evaluations will publish the sample and its limits.
This category uses the proposed baseline weights. See the methodology.
Category criteria
The questions we will ask of every product in this category. These are criteria, not results.
Accuracy
How accurate is output across accents, noise levels, and domain vocabulary?
Voice consent and safeguards
What controls exist around cloning or imitating a voice?
Privacy of recordings
How are recordings stored, retained, and used?
Language coverage
Which languages are supported, and how well?
Weights used for this category
- Capability & output quality: 25%
- Reliability & consistency: 20%
- Workflow fit & integrations: 15%
- Pricing & value: 15%
- Privacy & security evidence: 15%
- Support & documentation: 10%
Products in the queue
Alphabetical, not ranked.
- ElevenLabs · Speech & audioPlannedNo evidence record publishedCriteria for ElevenLabs
No ranking is published for this category. A ranking needs at least 2 published, fully evidenced evaluations under the same methodology version; 0 exist.
Guides
- How to read an intelligent-software evaluation — What a trustworthy evaluation shows, what to check before relying on a score, and the warning signs of one that is not.