N

Noveum.ai

Noveum.ai sells tracing, evaluation, and testing software for teams developing production AI agents.

StageUndisclosed

Founded—

HeadquartersSan Francisco, USA

StatusPrivate

Product

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

• noveum-trace Developer tool Sold on its own

  noveum-trace records instrumented AI application executions as connected spans for inspecting model calls, tools, retrievals, agent steps, and execution metadata.

Similar products 53

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 ↗

BBluejayEarly-stagenoveum-trace and Multichannel Simulations both serve buyers who need to test and evaluate an AI agent; scale not recorded for either.1 of 1 capabilityShared product typeCompareCCekuraEarly-stagenoveum-trace and OpenTelemetry Traces both serve buyers who need to test and evaluate an AI agent; scale not recorded for either.1 of 1 capabilityShared product typeCompareHHoneyHiveEarly-stagenoveum-trace and HoneyHive both serve buyers who need to test and evaluate an AI agent; scale not recorded for either.1 of 1 capabilityShared product typeCompareLLunaryUndisclosednoveum-trace and Lunary both serve buyers who need to test and evaluate an AI agent; scale not recorded for either.1 of 1 capabilityShared product typeCompareOOpenlayerEarly-stagenoveum-trace and Openlayer Monitoring both serve buyers who need to test and evaluate an AI agent; scale not recorded for either.1 of 1 capabilityShared product typeComparePPydanticEarly-stagenoveum-trace and Pydantic Logfire both serve buyers who need to test and evaluate an AI agent; scale not recorded for either.1 of 1 capabilityShared product typeComparePPromptLayerEarly-stagenoveum-trace and PromptLayer Observability both serve buyers who need to test and evaluate an AI agent; scale not recorded for either.1 of 1 capabilityShared product typeCompareRRoarkUndisclosednoveum-trace and Post-call analysis both serve buyers who need to test and evaluate an AI agent; scale not recorded for either.1 of 1 capabilityShared product typeCompareLLaminarEarly-stagenoveum-trace and Laminar Signals both serve buyers who need to test and evaluate an AI agent; scale not recorded for either.1 of 1 capabilityShared product typeCompareBBitfabUndisclosednoveum-trace and Bitfab both serve buyers who need to test and evaluate an AI agent; scale not recorded for either.1 of 1 capabilityShared product typeCompareCAConfident AIUndisclosednoveum-trace and LLM Observability both serve buyers who need to test and evaluate an AI agent; scale not recorded for either; ships platform rather than the same layer.1 of 1 capabilityDifferent layerCompareCCovalEarly-stagenoveum-trace and Observe both serve buyers who need to test and evaluate an AI agent; scale not recorded for either; ships platform rather than the same layer.1 of 1 capabilityDifferent layerCompareEAEvidently AIUndisclosednoveum-trace and Evidently Platform both serve buyers who need to test and evaluate an AI agent; scale not recorded for either; ships platform rather than the same layer.1 of 1 capabilityDifferent layerCompareLLangWatchUndisclosednoveum-trace and LangWatch Instant Evals both serve buyers who need to test and evaluate an AI agent; scale not recorded for either.1 of 1 capabilityShared product typeCompareKKimptonUndisclosednoveum-trace and EvalRouter both serve buyers who need to test and evaluate an AI agent; scale not recorded for either; ships API service and platform rather than the same layer.1 of 1 capabilityDifferent layerCompareOOkahuUndisclosednoveum-trace and Okahu Cloud both serve buyers who need to test and evaluate an AI agent; scale not recorded for either; ships platform rather than the same layer.1 of 1 capabilityDifferent layerCompareAArchalUndisclosednoveum-trace and Archal both serve buyers who need to test and evaluate an AI agent; scale not recorded for either.1 of 1 capabilityShared product typeCompareLLatitudeUndisclosednoveum-trace and Latitude both serve buyers who need to test and evaluate an AI agent; scale not recorded for either; ships platform rather than the same layer.1 of 1 capabilityDifferent layerCompareCMComet MLEarly-stageOverlaps on evaluation and observability; scale not recorded for either.1 of 1 capabilityShared product typeCompareAAArize AIUndisclosednoveum-trace and Signal both serve buyers who need to test and evaluate an AI agent; scale not recorded for either.1 of 1 capabilityShared product typeCompareOOpenRouterLate-stagenoveum-trace and Ori Eval both serve buyers who need to test and evaluate an AI agent; Noveum.ai's scale not recorded.1 of 1 capabilityShared product typeCompareMMastraEarly-stagenoveum-trace and Mastra Studio both serve buyers who need to test and evaluate an AI agent; scale not recorded for either.1 of 1 capabilityShared product typeCompareMAMaxim AIUndisclosednoveum-trace and Maxim both serve buyers who need to test and evaluate an AI agent; scale not recorded for either; ships application, infrastructure service and 1 more rather than the same layer.1 of 1 capabilityDifferent layerCompareHHueUndisclosednoveum-trace and Hue both serve buyers who need to test and evaluate an AI agent; scale not recorded for either.1 of 1 capabilityShared product typeCompareLLangChainLate-stagenoveum-trace 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 typeCompareAAnchorheadUndisclosednoveum-trace and Anchorhead both serve buyers who need to test and evaluate an AI agent; scale not recorded for either; ships application rather than the same layer.1 of 1 capabilityDifferent layerCompareLLemmaUndisclosednoveum-trace and Lemma both serve buyers who need to test and evaluate an AI agent; scale not recorded for either.1 of 1 capabilityShared product typeComparePPapayaUndisclosednoveum-trace and Papaya both serve buyers who need to test and evaluate an AI agent; scale not recorded for either.1 of 1 capabilityShared product typeCompareDDeepchecksAbsorbedOverlaps on evaluation and observability; Noveum.ai's scale not recorded; Deepchecks is absorbed, with no independent scale.1 of 1 capabilityShared product typeCompareRRespanEarly-stagenoveum-trace 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 layerCompareCCoreWeavePublicnoveum-trace and CoreWeave Agent Lens both serve buyers who need to test and evaluate an AI agent; Noveum.ai's scale not recorded.1 of 1 capabilityShared product typeCompareAAAgnost AIUndisclosednoveum-trace and Agnost AI both serve buyers who need to test and evaluate an AI agent; scale not recorded for either; ships platform rather than the same layer.1 of 1 capabilityDifferent layerCompareLLiteLLMEarly-stagenoveum-trace 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 layerCompareHAHume AIUndisclosednoveum-trace and User Testing API both serve buyers who need to test and evaluate an AI agent; scale not recorded for either; ships API service, application and 3 more rather than the same layer.1 of 1 capabilityDifferent layerCompareLLiveKitLate-stagenoveum-trace and LiveKit Agent Platform 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 layerCompareRRestackEarly-stagenoveum-trace 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 layerCompareHAHamming AIEarly-stagenoveum-trace and Hamming both serve buyers who need to test and evaluate an AI agent; scale not recorded for either; ships platform rather than the same layer.1 of 1 capabilityDifferent layerCompareRRobocurveUndisclosednoveum-trace and Robocurve evaluations 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 layerCompareAAshrUndisclosednoveum-trace and Ashr Evals both serve buyers who need to test and evaluate an AI agent; scale not recorded for either; ships platform rather than the same layer.1 of 1 capabilityDifferent layerCompareODOoak DataUndisclosednoveum-trace and Ooak Data RL Environments 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 layerCompareTTwolabsUndisclosednoveum-trace 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 layerCompareMMarkovUndisclosednoveum-trace 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 layerCompareMMaingenUndisclosednoveum-trace and SolarBench both serve buyers who need to test and evaluate an AI agent; scale not recorded for either; ships application and data service rather than the same layer.1 of 1 capabilityDifferent layerCompareTTensorTestUndisclosednoveum-trace and TensorTest private evals 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 layerCompareCCrusoeLate-stageOverlaps on evaluation and observability; Noveum.ai's scale not recorded.1 of 1 capabilityShared product typeCompareHHarnessLate-stagenoveum-trace 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 typeCompareTTokenlessUndisclosednoveum-trace and Tokenless EnvCheck both serve buyers who need to test and evaluate an AI agent; scale not recorded for either.1 of 1 capabilityShared product typeComparePParloaLate-stagenoveum-trace and Parloa Performance Lab both serve buyers who need to test and evaluate an AI agent; Noveum.ai's scale not recorded; ships AI agent, agent platform and 1 more rather than the same layer.1 of 1 capabilityDifferent layerCompareSSplunkAcquiredOverlaps on evaluation and observability; Noveum.ai's scale not recorded; Splunk is acquired, with no independent scale.1 of 1 capabilityShared product typeComparePPalantirPublicnoveum-trace and AIP Evals both serve buyers who need to test and evaluate an AI agent; Noveum.ai's scale not recorded.1 of 1 capabilityShared product typeCompareDDecagonLate-stagenoveum-trace and Experiments both serve buyers who need to test and evaluate an AI agent; Noveum.ai's scale not recorded; ships AI agent, agent platform and 1 more rather than the same layer.1 of 1 capabilityDifferent layerCompareFFabraixUndisclosednoveum-trace and Nyx both serve buyers who need to test and evaluate an AI agent; scale not recorded for either; ships platform rather than the same layer.1 of 1 capabilityDifferent layerCompareCCoArenaUndisclosednoveum-trace and CoArena both serve buyers who need to test and evaluate an AI agent; scale not recorded for either; ships API service and platform 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: "Noveum helps teams understand and improve production agents"

Open Noveum.ai in the directory

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