PromptLayer
4.4/5approved
AI engineering workbench with prompt management, evaluations, and LLM observability for team collaboration and improved prompt quality.
Model Monitoring)
AI engineering workbench with prompt management, evaluations, and LLM observability for team collaboration and improved prompt quality.
An AI observability platform for building quality AI products, enabling teams to turn production traces into evals, compare prompts and models, and improve qual
Open Source LLM Engineering Platform for traces, evals, prompt management, and metrics to debug and improve LLM applications.
LangWatch is an AI agent testing, LLM evaluation, and LLM observability platform for building better AI agents with confidence.
AI Delivery Engine for continuous evaluation, guardrails, and monitoring of ML, GenAI, and Agentic AI systems, ensuring reliable performance and scaling.
LangChain provides tools and frameworks for building, testing, and deploying AI agents, focusing on observability and durable performance.
Data observability platform that helps data teams know when things break, what went wrong, and how to fix it, now by Datadog.
Application performance monitoring and error tracking software for developers and software teams.
AI Gateway & LLM Observability platform for routing, debugging, and analyzing AI applications, empowering developers to build reliable AI solutions.
Kong is the most widely adopted API gateway and service mesh, powering the world’s APIs for modern architectures. Accelerate development and productivity today!
Open-source Python library for testing, validating, and monitoring ML models and data throughout the entire ML lifecycle.
New Relic is an all-in-one observability platform for engineers to monitor, debug, and improve their entire stack.
Production stack for GenAI builders providing AI Gateway, Observability, Guardrails, Governance, and Prompt Management in one unified platform.
Monitor your AI app the right way. Get alerts about hidden issues in your AI products with Raindrop's Sentry-like monitoring platform.
Grafana is an open and composable observability platform for data visualization, monitoring, and analysis across various data sources.
Collaborative AI development platform to build, test, and monitor AI features, enabling teams to ship AI to production 10x faster.
AvenChat is a free AI assistant powered by Google’s Gemma 4, offering instant access to multimodal capabilities without any registration.
LLM observability and evaluation platform for AI applications, from development to production, offering unified observability and agent evaluation.
Confident AI is an LLM evaluation platform with best-in-class metrics and guardrails to test, benchmark, safeguard, and improve LLM application performance.
End-to-end GenAI evaluation and observability platform to ship AI applications with quality, speed, and reliability.
Fiddler AI offers an AI observability platform for monitoring, analyzing, and protecting AI agents, LLMs, and ML models.
Model Monitoring) This category page focuses on practical selection signals: what each product does, who it is built for, pricing context, ratings, and related tags.
Model Monitoring AI tools are software products grouped by a shared workflow or use case. This page lists 21 relevant products with short descriptions, ratings, pricing signals, and links to deeper reviews.
Start with the job you need done, then compare feature fit, pricing model, integrations, support, and whether the product is designed for individuals, teams, or developers.
Listings are updated when new products are added, published, reviewed, or re-categorized in the directory.