93 listed
Observability & evals
Tracing, evals, guardrails and red-teaming tools for agents in production. Each page links to the vendor's own docs and pricing; compliance claims are what the vendor states, with the page it came from.
Showing 25–33 of 33
- 0.592score
Honeycomb LLM Observability
Honeycomb
Connects prompts, model calls, tool use, cost and failures to help debug LLM apps and agents in production
Observability toolAFreshness: Atracing - 0.585score
Agenta
Agenta
Open-source workspace where teams build AI agents by chatting and run them in Slack, WhatsApp or Telegram
Observability toolAFreshness: Aevals - 0.582score
Arthur
Arthur
Enterprise agent security and governance platform covering agent discovery, guardrails, evals and traces
Observability toolAFreshness: Aevals - 0.582score
Evidently
Evidently AI
Open-source framework to evaluate, test and monitor ML and LLM systems
Observability toolAFreshness: Aevals - 0.581score
Giskard
Giskard
Open-source Python library for evals, red teaming and test generation for agentic systems
Observability toolAFreshness: Aevals - 0.570score
Braintrust
Braintrust
Platform for agent observability and evals: trace agents, score outputs and find patterns in production
Observability toolAFreshness: A★ 29evals - 0.557score
LangSmith
LangChain
Tracing, evaluation and monitoring for LLM apps and agents, with SDKs for several languages
Observability toolAFreshness: A★ 17tracing - 0.525score
PostHog AI Observability
PostHog
Traces every LLM call in your AI product, with prompt, tokens, cost, latency and the user who triggered it
Observability toolAFreshness: Atracing - 0.454score
Azure AI Content Safety
Microsoft
Microsoft AI service that detects harmful text and image content and screens user input for prompt attacks.
Observability toolAFreshness: Aguardrails