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Confident AI

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The AI quality platform for enterprise teams to standardize AI evals and observability across the org.

  • Free plan
  • Per organization, monthly
Facts from confident-ai.com, checked November 14, 2026.
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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.

AI summary

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.

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What we know so far

Main features
LLM evaluation, LLM observability, Voice AI evaluation, AI red teaming, AI governance
Works with
OpenAI Agents, LangChain, LlamaIndex, LiteLLM, GitHub Actions, OpenTelemetry
Free plan
Yes
Security and compliance
SOC 2, GDPR, HIPAA, SSO
Public API
Yes
Self-hosted option
Yes
Facts only, from the tool's website or its vendor. Opinions come from reviewers. Suggest a correction
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Pricing

Facts from confident-ai.com, checked November 14, 2026. Prices change, so confirm on their site.
  • Free$0As of November 14, 2026Forever free. 2 user seats, 1 project, 5 test runs per week, 1 GB-month of trace spans.
  • Starter$200As of November 14, 2026Per organization per month. Unlimited seats, 5 projects, 5 GB-months of trace spans.
  • Team$2,000As of November 14, 2026Per organization per month. Unlimited seats and projects, 75 GB-months of trace spans, SSO.
  • EnterpriseCustomAs of November 14, 2026Custom pricing. On-prem deployment, HIPAA, unlimited trace spans.

How Confident AI compares

With other LLM observability tools, on the facts each website lists.

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