Confident AI alternatives

PromptLayer is a platform for prompt management, AI observability, evaluation workflows, and release control across LLM apps and agent systems.

Arize helps teams monitor, evaluate, and improve LLM applications, retrieval systems, and machine learning products once they are live in production.

Browserbase provides a reliable, managed browser infrastructure for AI agents, enabling web scraping, automated testing, and agent-based web interactions at scale.

Aikido Security brings together code, cloud, dependency, and runtime security workflows in a more approachable platform for modern engineering teams.

AgentOps is a developer platform for tracing, monitoring, testing, and debugging AI agents in development and production.

Vellum helps teams design, test, and orchestrate prompt-driven workflows and LLM-powered products with a more controlled production pipeline.

Braintrust is an AI evaluation platform for testing prompts, models, and application behavior with production-like datasets and scoring workflows.

LangWatch helps teams monitor prompts, traces, and quality signals across production LLM applications and agent workflows.

Angular is a TypeScript-based web application framework by Google for building enterprise-grade single-page applications with comprehensive tooling, testing, and state management.

Checkly is a monitoring-as-code platform for API monitoring and end-to-end testing that integrates with CI/CD pipelines to detect issues before they affect users.

Chromatic is a visual testing and review platform for Storybook components that catches UI bugs by comparing component snapshots across changes.

ArchiCAD by Graphisoft provides BIM authoring software for architects with integrated design and documentation in a single model.

Open-source ML monitoring tool for evaluating, testing, and monitoring data and model quality in production.

Open-source LLM evaluation and observability tool for production AI pipelines.

LLM monitoring and evaluation platform detecting hallucinations, toxicity, and quality issues in production AI.

ML testing platform for comprehensive model evaluation with scenario-based testing and regression detection.

AI quality management platform for monitoring model performance, explaining predictions, and testing for fairness.

LLM testing and evaluation platform with continuous testing pipelines.

AI auditing and consulting platform providing bias detection and algorithmic accountability tools.

End-to-end AI evaluation and monitoring platform for LLM product teams with prompt management and datasets.

Open-source platform for prompt engineering, evaluation, and deployment of LLM applications with team collaboration.

Open-source ML testing and monitoring platform for validating data and models throughout the development lifecycle.

AI evaluation and testing platform for LLM applications with synthetic data generation.

AI observability and evaluation platform for LLM and traditional ML models.