Confident AI

Input—per 1M tokens

Output—per 1M tokens

Context—tokens

WeightsClosed

About

Confident AI is ranked #4 of 29 in AI LLM evaluation tools on Inferse. It runs on API, Self-hosted, Web. There is a free plan. Paid plans start at $200/mo.

Compared on AI LLM evaluation tools

Free plan: Yesconfident-ai.com
Paid from: $200/moconfident-ai.com
Prompt versioning: Yesconfident-ai.com

Facts

Product: Confident AI is an AI Quality platform that provides development evaluations and production observability for reliable AI applications.confident-ai.com · 30 Sept 2026
Evaluation: The platform supports prompt, model, and parameter experiments, automated CI/CD regression evaluations, and more than 50 metrics.confident-ai.com · 30 Sept 2026
Observability: Confident AI traces AI executions with spans and captures inputs, outputs, latency, and tokens for production monitoring.confident-ai.com · 30 Sept 2026
Alerting: The platform provides live alerting when AI quality degrades.confident-ai.com · 30 Sept 2026
Red teaming: Confident AI provides red-team testing for safety vulnerabilities and adversarial attacks.confident-ai.com · 30 Sept 2026
Users: The platform is designed for engineers, QA teams, product managers, subject-matter experts, and annotators.confident-ai.com · 30 Sept 2026
Integrations: Confident AI offers Python and TypeScript SDKs, OpenTelemetry, and more than 20 framework and gateway integrations.confident-ai.com · 30 Sept 2026
API: Every part of the platform is exposed through APIs for versioning prompts, building datasets, ingesting traces, provisioning projects, and assigning governance policies.confident-ai.com · 30 Sept 2026
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.confident-ai.com · 30 Sept 2026
Security: The documentation states that Confident AI is HIPAA compliant, offers SSO and customizable roles and permissions, and supports self-hosted deployment.confident-ai.com · 30 Sept 2026
Data protection: Confident AI states that data is encrypted at rest, protected by TLS in transit, and covered by SOC II and HIPAA compliance.documentation.confident-ai.com · 30 Sept 2026
Free-tier retention: The data-handling documentation states that free-tier test-run and tracing data are retained for 14 days.documentation.confident-ai.com · 30 Sept 2026
Integrations notifications: Project integrations can send evaluation-completion notifications to Slack, Discord, Teams, or email.documentation.confident-ai.com · 30 Sept 2026
Authentication: The Confident API uses API keys with organization-level and project-level authentication.confident-ai.com · 30 Sept 2026