EA

Evidently AI

Evidently AI provides open-source evaluation and observability software for teams developing LLM applications, AI agents, and machine learning models.

Product

Selected offerings — the AI products recorded here, not the vendor's full catalogue.

• Evidently Platform Platform Sold on its own

  Evidently Platform provides tracing, evaluation storage, test dataset management, and dashboards for testing and monitoring production AI systems.

Similar products 44

No sourced competitor yet: no filing, vendor document or measured-market report read so far names a rival for this company, so none is asserted. The companies below are the closest by what their products do.

How this list is ranked ↗

CAConfident AIUndisclosedEvidently Platform and LLM Observability both serve buyers who need to test and evaluate an AI agent; scale not recorded for either.1 of 1 capabilityShared product typeCompareCCovalEarly-stageEvidently Platform and Observe both serve buyers who need to test and evaluate an AI agent; scale not recorded for either.1 of 1 capabilityShared product typeCompareOOkahuUndisclosedEvidently Platform and Okahu Cloud both serve buyers who need to test and evaluate an AI agent; scale not recorded for either.1 of 1 capabilityShared product typeCompareLLatitudeUndisclosedEvidently Platform and Latitude both serve buyers who need to test and evaluate an AI agent; scale not recorded for either.1 of 1 capabilityShared product typeCompareBBluejayEarly-stageEvidently Platform and Multichannel Simulations both serve buyers who need to test and evaluate an AI agent; scale not recorded for either; ships developer tool rather than the same layer.1 of 1 capabilityDifferent layerCompareCCekuraEarly-stageEvidently Platform and OpenTelemetry Traces both serve buyers who need to test and evaluate an AI agent; scale not recorded for either; ships developer tool rather than the same layer.1 of 1 capabilityDifferent layerCompareKKimptonUndisclosedEvidently Platform and Kimpton Koliseum and EvalRouter both serve buyers who need to test and evaluate an AI agent; scale not recorded for either.1 of 1 capabilityShared product typeCompareMAMaxim AIUndisclosedEvidently Platform and Maxim both serve buyers who need to test and evaluate an AI agent; scale not recorded for either.1 of 1 capabilityShared product typeCompareLLangWatchUndisclosedEvidently Platform and LangWatch Instant Evals both serve buyers who need to test and evaluate an AI agent; scale not recorded for either; ships AI agent, API service and 2 more rather than the same layer.1 of 1 capabilityDifferent layerCompareHHoneyHiveEarly-stageEvidently Platform and HoneyHive both serve buyers who need to test and evaluate an AI agent; scale not recorded for either; ships developer tool rather than the same layer.1 of 1 capabilityDifferent layerCompareLLunaryUndisclosedEvidently Platform and Lunary both serve buyers who need to test and evaluate an AI agent; scale not recorded for either; ships developer tool rather than the same layer.1 of 1 capabilityDifferent layerCompareOOpenlayerEarly-stageEvidently Platform and Openlayer Monitoring both serve buyers who need to test and evaluate an AI agent; scale not recorded for either; ships developer tool rather than the same layer.1 of 1 capabilityDifferent layerComparePPydanticEarly-stageEvidently Platform and Pydantic Logfire both serve buyers who need to test and evaluate an AI agent; scale not recorded for either; ships developer tool rather than the same layer.1 of 1 capabilityDifferent layerComparePPromptLayerEarly-stageEvidently Platform and PromptLayer Observability both serve buyers who need to test and evaluate an AI agent; scale not recorded for either; ships developer tool rather than the same layer.1 of 1 capabilityDifferent layerCompareRRoarkUndisclosedEvidently Platform and Post-call analysis both serve buyers who need to test and evaluate an AI agent; scale not recorded for either; ships developer tool rather than the same layer.1 of 1 capabilityDifferent layerCompareAAArize AIUndisclosedEvidently Platform and Signal both serve buyers who need to test and evaluate an AI agent; scale not recorded for either.1 of 1 capabilityShared product typeCompareAAAgnost AIUndisclosedEvidently Platform and Agnost AI both serve buyers who need to test and evaluate an AI agent; scale not recorded for either.1 of 1 capabilityShared product typeCompareOOpenRouterLate-stageEvidently Platform and Ori Eval both serve buyers who need to test and evaluate an AI agent; Evidently AI's scale not recorded; ships AI agent, developer tool and 1 more rather than the same layer.1 of 1 capabilityDifferent layerCompareLLaminarEarly-stageEvidently Platform and Laminar Signals both serve buyers who need to test and evaluate an AI agent; scale not recorded for either; ships AI agent, developer tool and 1 more rather than the same layer.1 of 1 capabilityDifferent layerCompareLLangChainLate-stageEvidently Platform and LangSmith Chat both serve buyers who need to test and evaluate an AI agent; scale not recorded for either.1 of 1 capabilityShared product typeCompareCMComet MLEarly-stageOverlaps on evaluation and observability; scale not recorded for either.1 of 1 capabilityShared product typeCompareBBitfabUndisclosedEvidently Platform and Bitfab both serve buyers who need to test and evaluate an AI agent; scale not recorded for either; ships developer tool rather than the same layer.1 of 1 capabilityDifferent layerCompareHAHume AIUndisclosedEvidently Platform and User Testing API both serve buyers who need to test and evaluate an AI agent; scale not recorded for either.1 of 1 capabilityShared product typeCompareHAHamming AIEarly-stageEvidently Platform and Hamming both serve buyers who need to test and evaluate an AI agent; scale not recorded for either.1 of 1 capabilityShared product typeCompareMMaingenUndisclosedEvidently Platform and SolarBench both serve buyers who need to test and evaluate an AI agent; scale not recorded for either; ships data service rather than the same layer.1 of 1 capabilityDifferent layerCompareCCoreWeavePublicEvidently Platform and CoreWeave Agent Lens both serve buyers who need to test and evaluate an AI agent; Evidently AI's scale not recorded.1 of 1 capabilityShared product typeCompareAArchalUndisclosedEvidently Platform and Archal both serve buyers who need to test and evaluate an AI agent; scale not recorded for either; ships developer tool rather than the same layer.1 of 1 capabilityDifferent layerCompareTTwolabsUndisclosedEvidently Platform and Twolabs Environments and Datasets both serve buyers who need to test and evaluate an AI agent; scale not recorded for either; ships data service rather than the same layer.1 of 1 capabilityDifferent layerCompareMMastraEarly-stageEvidently Platform and Mastra Studio both serve buyers who need to test and evaluate an AI agent; scale not recorded for either; ships AI agent, API service and 3 more rather than the same layer.1 of 1 capabilityDifferent layerCompareMMarkovUndisclosedEvidently Platform and AutoCAD Bench both serve buyers who need to test and evaluate an AI agent; scale not recorded for either; ships data service rather than the same layer.1 of 1 capabilityDifferent layerCompareCCoArenaUndisclosedEvidently Platform and CoArena both serve buyers who need to test and evaluate an AI agent; scale not recorded for either.1 of 1 capabilityShared product typeCompareLLiteLLMEarly-stageEvidently Platform and LiteLLM Lens both serve buyers who need to test and evaluate an AI agent; scale not recorded for either; ships AI agent, application and 1 more rather than the same layer.1 of 1 capabilityDifferent layerCompareRRespanEarly-stageEvidently Platform and Respan both serve buyers who need to test and evaluate an AI agent; scale not recorded for either; ships API service and infrastructure service rather than the same layer.1 of 1 capabilityDifferent layerCompareRRestackEarly-stageEvidently Platform and Restack both serve buyers who need to test and evaluate an AI agent; scale not recorded for either; ships agent platform rather than the same layer.1 of 1 capabilityDifferent layerCompareHHueUndisclosedEvidently Platform and Hue both serve buyers who need to test and evaluate an AI agent; scale not recorded for either; ships developer tool rather than the same layer.1 of 1 capabilityDifferent layerCompareLLemmaUndisclosedEvidently Platform and Lemma both serve buyers who need to test and evaluate an AI agent; scale not recorded for either; ships developer tool rather than the same layer.1 of 1 capabilityDifferent layerCompareW&Weights & BiasesAcquiredOverlaps on evaluation and observability; Evidently AI's scale not recorded; Weights & Biases is acquired, with no independent scale.1 of 1 capabilityShared product typeComparePPapayaUndisclosedEvidently Platform and Papaya both serve buyers who need to test and evaluate an AI agent; scale not recorded for either; ships developer tool rather than the same layer.1 of 1 capabilityDifferent layerCompareFFabraixUndisclosedEvidently Platform and Nyx both serve buyers who need to test and evaluate an AI agent; scale not recorded for either.1 of 1 capabilityShared product typeComparePParloaLate-stageEvidently Platform and Parloa Performance Lab both serve buyers who need to test and evaluate an AI agent; Evidently AI's scale not recorded; ships AI agent, agent platform and 1 more rather than the same layer.1 of 1 capabilityDifferent layerCompareCCrusoeLate-stageOverlaps on evaluation and observability; Evidently AI's scale not recorded; ships API service, developer tool and 2 more rather than the same layer.1 of 1 capabilityDifferent layerCompareOAORO AIUndisclosedEvidently Platform and ORO both serve buyers who need to test and evaluate an AI agent; scale not recorded for either; ships data service rather than the same layer.1 of 1 capabilityDifferent layerCompareHHarnessLate-stageEvidently Platform and AI Evals both serve buyers who need to test and evaluate an AI agent; scale not recorded for either.1 of 1 capabilityShared product typeCompareDDecagonLate-stageEvidently Platform and Experiments both serve buyers who need to test and evaluate an AI agent; Evidently AI's scale not recorded; ships AI agent, agent platform and 1 more rather than the same layer.1 of 1 capabilityDifferent layerCompare

Closest alternatives are pairs a vendor page itself compares. Similar products are matched from what each product does; nothing in that group is asserted as a rivalry.

Sources

Total funding

Not found · 20 Oct 2026

Pages read for this record state no funding total.

Valuation

Not found · 20 Oct 2026

Pages read for this record state no valuation or market capitalisation.

Founded

Not found · 20 Oct 2026

Pages read for this record state no founding year.

Public listing

Not found · 20 Oct 2026

No listing on the pages read; treated as private.

Description

Official documentation · 20 Oct 2026

Company page: "Evaluate, test, and monitor LLMs, RAG applications, AI agents, and ML models"

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