Confident AI: Observability, Prompts & Evals

Confident AI: Observability, Prompts & Evals

Founded 2024|San Francisco, California, USA|7 employees|Open Source

What is Confident AI?

Confident AI is a Y Combinator-backed AI quality platform that enables engineers, QA teams, and product leaders to build reliable AI systems through comprehensive LLM evaluation and observability capabilities. The platform combines 30+ LLM-as-a-judge metrics for testing and validation with real-time production alerts and tracing capabilities. Teams can perform component-level analysis to evaluate individual pipeline components granularly, integrate regression testing into CI/CD pipelines to prevent LLM performance degradation, and leverage built-in dataset management tools for curation and editing. The platform is built on top of the popular open-source DeepEval framework with 10,000+ GitHub stars and 100,000+ monthly documentation reads. Confident AI offers enterprise-grade features including HIPAA and SOC 2 compliance, multi-data residency in US and EU, RBAC controls, 99.9% uptime SLA, and on-premises deployment options.

Key features

Core capabilities this platform advertises.

Strengths and tradeoffs

What this tool does well, and the limitations to keep in mind.

Pros

Cons

Common use cases

Developers who want to add automated LLM evaluation testing to their CI/CD pipeline

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Best Confident AI alternatives & competitors

Top companies in Observability, Prompts & Evals you can use instead of Confident AI.

  1. Respans - LLM tracing, evals, and gateway
  2. LangSmith - Trace visualization for LLM chains
  3. MLflow - OpenTelemetry-native tracing
  4. Weights & Biases - ML experiment tracking
  5. Langfuse - Open-source LLM observability
  6. Arize AI - ML observability with LLM support
  7. Datadog LLM - LLM monitoring within Datadog platform
  8. Helicone -
  9. Traceloop - OpenTelemetry
  10. Braintrust - Real-time LLM logging and tracing

Compare Confident AI

Side-by-side comparisons with other tools in this category.

Best integrations for Confident AI

Companies from adjacent layers in the AI stack that work well with Confident AI.