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What else should we look at alongside Datadog Agent Observability?
Alternatives
LLM and agent observability and evaluation platforms buyers weigh against Datadog Agent Observability.
LangSmithAI Observability+17 MixedLangChain's platform for tracing, evaluating, and deploying LLM apps and agents, self-hosted only under Enterprise.
LangfuseAI Observability+46 PositiveOpen-source LLM tracing, evaluation, and prompt management platform, free to self-host under the MIT license, now owned by ClickHouse.
ArizeAI Observability+26 PositiveArize AX and self-hosted Phoenix, which trace and evaluate LLM apps over OpenTelemetry and OpenInference.
BraintrustAI Observability+50 Strong positiveEvaluation and observability platform priced by processed data and scores, with self-hosted and BYOC data planes on Enterprise.
Complements
The model APIs, gateway, and agent framework whose calls Datadog traces.
OpenAI APIAI Model API+3 MixedOpenAI's model API; Datadog's Python, Node.js, and Java SDKs trace its calls, and judges can run on your OpenAI key.
Claude APIAI Model API+25 PositiveAnthropic's developer platform for Claude models; the Python and Node.js SDKs trace its calls, and judges can run on your Anthropic key.
LangGraphAgent Framework+25 PositiveLangChain's open-source agent framework, auto-instrumented by Datadog's Python SDK.
LiteLLMAI Gateway+8 MixedOpen-source AI gateway that Datadog's Python SDK auto-instruments, including its fallback calls.
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