AI-native evaluations.
Expert-verified.
Automated multi-model judges score every agent answer in seconds. Credentialed domain experts—doctors, attorneys, compliance officers—verify edge cases and disagreement, sealed with cryptographically signed Ed25519 audit certificates.
$ pip install evaldesk4
Projects
7
Runs
65%
Pass rate
15
Cases
Pass Rate Trend
Live dashboard with demo data — yours in 30 seconds
Powering AI evaluation for
The evaluation platform built on a single thesis:
AI-native, expert-verified.
Automated speed for engineers. Audit-grade rigor and cryptographic signoffs for compliance.
Multi-model ensemble judges
Evaluate responses across Claude, GPT-4o, and DeepSeek. Automatic routing of ambiguous cases to human experts.
Credentialed expert review
Doctors, attorneys, and compliance officers review flagged outputs via rubric ratings with zero coding required.
Calibration & Kappa math
First-class metrics measuring the gap between AI and human judgment with Cohen's and Fleiss' Kappa agreement.
Ed25519 signed certificates
Every finalized evaluation generates an immutable, cryptographically signed certificate verifiable offline.
Python & TS CI/CD gates
Enforce compliance failure thresholds directly in GitHub Actions with assert_run_passes.
Single-command self-hosting
Full data residency with Postgres or SQLite behind a single docker-compose. Zero third-party telemetry.
The gap is real.
100%
of current eval tools require code
$500+
per month for no-code alternatives
73%
of AI teams lack domain expert review
60s
to deploy with docker compose
Powering every type of AI evaluation
From medical diagnosis to legal contract review.
Healthcare
Doctors validate triage bots and diagnostic assistants.
"Does this bot correctly identify cardiac emergencies?"
Legal
Lawyers test contract review agents and legal research tools.
"Does this agent identify liability clauses?"
Education
Teachers evaluate AI tutors and grading assistants.
"Does this math tutor explain correctly for 8th graders?"
Finance
Compliance teams validate loan advisory bots.
"Does this bot correctly explain loan terms?"
Insurance
Claims reviewers verify AI agents process claims accurately.
"Does this agent categorize claim severity correctly?"
Customer Support
PMs test support bots for accuracy, tone, and helpfulness.
"Does this bot handle refunds per company policy?"
Trusted by teams building AI
“Our compliance team finally has a way to validate our banking chatbot without filing a Jira ticket every time.”
Sarah Chen
CTO, FinBot
“I'm a doctor, not a developer. EvalDesk lets me review our triage AI's answers directly. This should have existed years ago.”
Dr. Arjun Mehta
Head of AI, MedTriage
“We went from 0 to 200 test cases rated by our legal team in one afternoon. No training needed.”
Mike Rodriguez
VP Engineering, LegalAI
Frequently asked questions.
Start free, scale when ready
Open source forever. Cloud features for teams that need them.
Open Source
Self-hosted, forever
- Unlimited projects & test cases
- AI agent evaluation & rating
- Run comparison & regression detection
- CSV / HTML export
- Dark mode
- Community support
Pro
For teams shipping AI products
- Everything in Open Source
- Cloud-hosted (no setup)
- Team collaboration & roles
- Scheduled automated runs
- Slack & email regression alerts
- SSO / SAML integration
- Priority support
Enterprise
For organizations with compliance needs
- Everything in Pro
- Unlimited team members
- Audit log & compliance
- Custom LLM judge models
- Dedicated instance
- SLA & dedicated support
- On-premise deployment
Get started in seconds
Install, deploy, and start testing your AI agents today. Free forever.
$ git clone https://github.com/ramandagar/EvalDesk.git
$ cd EvalDesk && docker compose up -d
✓ Open http://localhost:3000