At a glance
- Confident AI is listed under LLM observability, alongside Braintrust, Helicone and Langfuse.
- Confident AI has a free plan.
- Confident AI's lowest paid plan is Starter at $200 per organization per month, as of November 14, 2026.
- Confident AI's pricing model: per organization, monthly.
- Confident AI works with OpenAI Agents, LangChain, LlamaIndex, LiteLLM, GitHub Actions and others.
- Confident AI's main features: LLM evaluation, LLM observability, Voice AI evaluation, AI red teaming, AI governance.
- Confident AI's website lists SOC 2, GDPR, HIPAA and SSO.
- Confident AI has a public API.
- Confident AI can be self-hosted.
Facts from confident-ai.com, checked November 14, 2026.
The summary writes itself once 5 people have reviewed this tool.
It's built only from what reviewers say: who it's best for, who should think twice, and what comes up again and again.



