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What else should we look at alongside Arize?
Alternatives
LLM and agent observability and evaluation platforms buyers weigh against Arize.
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.
BraintrustAI Observability+50 Strong positiveEvaluation and observability platform priced by processed data and scores, with self-hosted and BYOC data planes on Enterprise.
Datadog Agent ObservabilityAI Observability+32 PositiveDatadog's Agent Observability, which traces LLM apps beside its APM and bills per LLM span.
Complements
The model APIs, gateway, and agent framework whose calls Arize traces.
OpenAI APIAI Model API+3 MixedOpenAI's model API; OpenInference instrumentation traces every call into Phoenix or Arize AX.
Claude APIAI Model API+25 PositiveAnthropic's developer platform for building AI features and agents on Claude models, traced through OpenInference's Anthropic instrumentation.
LangGraphAgent Framework+25 PositiveLangChain's open-source agent framework, auto-instrumented by OpenInference for Phoenix and Arize AX.
LiteLLMAI Gateway+8 MixedOpen-source AI gateway that Arize AX connects to as an AI provider and whose calls Arize traces.
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