Confident AI

Confident AI is ranked #14 of 30 in AI LLM evaluation tools on The Geeks Club. It runs on API, Self-hosted, Web. There is a free plan. Paid plans start at $200/mo.

Confident AI plans and pricing

All plans

Free Free Forever $0 2 user seats · 1 project · 5 test runs per week · 1 GB-month of trace spans confident-ai.com · 30 Sept 2026

Starter $200/mo $200 / month Unlimited user seats · 5 projects · 5 GB-months of trace spans · $1 per additional GB-month · ~$0.05/M input tokens and $0.40/M output tokens confident-ai.com · 30 Sept 2026

Team $2,000/mo $2,000 / month Unlimited user seats · Unlimited projects · 75 GB-months of trace spans · $1 per additional GB-month · ~$0.05/M input tokens and $0.40/M output tokens confident-ai.com · 30 Sept 2026

Enterprise Not published Custom pricing Unlimited user seats · Unlimited projects · Unlimited GB-months of trace spans · Unlimited online eval metric runs/month confident-ai.com · 30 Sept 2026

Compared on AI LLM evaluation tools

Free plan: Yes
Paid from: $200/mo
Prompt versioning: Yes

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Confident AI

Product: Confident AI is an AI Quality platform that provides development evaluations and production observability for reliable AI applications.
Evaluation: The platform supports prompt, model, and parameter experiments, automated CI/CD regression evaluations, and more than 50 metrics.
Observability: Confident AI traces AI executions with spans and captures inputs, outputs, latency, and tokens for production monitoring.
Alerting: The platform provides live alerting when AI quality degrades.
Red teaming: Confident AI provides red-team testing for safety vulnerabilities and adversarial attacks.
Users: The platform is designed for engineers, QA teams, product managers, subject-matter experts, and annotators.
Integrations: Confident AI offers Python and TypeScript SDKs, OpenTelemetry, and more than 20 framework and gateway integrations.
API: Every part of the platform is exposed through APIs for versioning prompts, building datasets, ingesting traces, provisioning projects, and assigning governance policies.
Self-hosting: Confident AI can be deployed in a customer's AWS, Azure, or GCP cloud via Docker and typically takes 1–2 weeks to set up.
Security: The documentation states that Confident AI is HIPAA compliant, offers SSO and customizable roles and permissions, and supports self-hosted deployment.
Data protection: Confident AI states that data is encrypted at rest, protected by TLS in transit, and covered by SOC II and HIPAA compliance.
Free-tier retention: The data-handling documentation states that free-tier test-run and tracing data are retained for 14 days.
Integrations notifications: Project integrations can send evaluation-completion notifications to Slack, Discord, Teams, or email.
Authentication: The Confident API uses API keys with organization-level and project-level authentication.
Price from: $200/mo

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Where it ranks on The Geeks Club

Best AI LLM Evaluation Tools in 2026#14 of 30
Best LLM Evaluation Tools in 2026#8 of 29
Best AI Red Teaming Tools in 2026#12 of 27
Best LLM Observability Tools in 2026#16 of 26
Best AI LLM Observability Tools in 2026#15 of 23

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Sources

confident-ai.com/docs· checked 30 Sept 2026
confident-ai.com· checked 30 Sept 2026
documentation.confident-ai.com/data-handling· checked 30 Sept 2026
documentation.confident-ai.com/project-settings/integrations· checked 30 Sept 2026
confident-ai.com/docs/reference/api/authentication· checked 30 Sept 2026
confident-ai.com/pricing· checked 30 Sept 2026