Eval directory
Evals for ElevenLabs
7 evaluation packs covering adversarial robustness, safety gates, workflow quality, and operator-level checks for ElevenLabs AI products.
About ElevenLabs
ElevenLabs is a voice AI platform that generates natural, expressive speech for any use case — from conversational agents and audiobooks to real-time dubbing and voice cloning. Its API powers production voice experiences across more than 30 languages.
How complete this published benchmark library is across datasets, metrics, rubrics, use-case maps, and pack context. This is library coverage, not an agent performance score.
Test datasets
7/7 packs
Scoring metrics
0/7 packs
Judge rubrics
7/7 packs
Use-case maps
0/7 packs
Pack context
7/7 packs
Available eval packs for ElevenLabs
7 packs ready to run.
Conversational Ai Agents Tool Use
Tool SelectionEvaluates ElevenLabs' Conversational AI Agents & Tool Use across 10 scenario-based test cases, each graded against an expected-behavior rubric by an LLM judge, from Corsac's Voice AI platform eval coverage.
Dubbing Multilingual Localization
Evaluates ElevenLabs' Dubbing & Multilingual Localization across 9 scenario-based test cases, each graded against an expected-behavior rubric by an LLM judge, from Corsac's Voice AI platform eval coverage.
Speech To Text Scribe
Transcription AccuracyEvaluates ElevenLabs' Speech-to-Text (Scribe) across 10 scenario-based test cases, each graded against an expected-behavior rubric by an LLM judge, from Corsac's Voice AI platform eval coverage.
Trust Safety Moderation Provenance
Evaluates ElevenLabs' Trust, Safety, Moderation & Provenance across 9 scenario-based test cases, each graded against an expected-behavior rubric by an LLM judge, from Corsac's Voice AI platform eval coverage.
Tts Generation Models Streaming
Evaluates ElevenLabs' TTS Generation, Models & Streaming across 10 scenario-based test cases, each graded against an expected-behavior rubric by an LLM judge, from Corsac's Voice AI platform eval coverage.
Voice Cloning Consent Abuse Resistance
ToxicityEvaluates ElevenLabs' Voice Cloning, Consent & Abuse Resistance across 12 scenario-based test cases, each graded against an expected-behavior rubric by an LLM judge, from Corsac's Voice AI platform eval coverage.
Voice Design Voice Library
Evaluates ElevenLabs' Voice Design & Voice Library across 10 scenario-based test cases, each graded against an expected-behavior rubric by an LLM judge, from Corsac's Voice AI platform eval coverage.
Why eval ElevenLabs AI
ElevenLabs's AI features ship behind brand promises about accuracy, safety, and reliability. Buyers and integrators need to know those promises hold up under adversarial prompts, edge-case workflows, and the long tail of real customer inputs — not just the demo path.
The Corsac eval library for ElevenLabs measures four dimensions teams care about most when deploying voice ai agents:
- Adversarial robustness — does the agent resist prompt injection, jailbreaks, and social-engineering attempts?
- Workflow quality— does it complete the task buyers were shown in the demo, on inputs that don't look like the demo?
- Safety gates — does it escalate or refuse when it should, and only then?
- Operator quality — does it preserve analyst trust by surfacing the right context at the right time?
Every eval pack above is hand-authored against ElevenLabs's public product surface and runnable in Corsac with your own data.