HoneyHive
HoneyHive sells an observability and evaluation platform for developers and enterprises building AI agents.
StageEarly-stage
Founded—
HeadquartersBrooklyn, USA
Brooklyn, USAStatusPrivate
Product
Selected offerings — the AI products recorded here, not the vendor's full catalogue.
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Agent observability and evaluation platform: traces every prompt, tool call and handoff, scores agent quality with online and offline evaluations, monitors live traffic and alerts on drift, and manages datasets, annotation queues and prompts, with a free developer plan and optional self-hosting.
Similar products 40
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.
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LunaryUndisclosedHoneyHive and Lunary both serve buyers who need to test and evaluate an AI agent and watch an AI agent for suspicious or runaway behaviour; scale not recorded for either.1 of 1 capabilityShared product typeCompareP
PromptLayerEarly-stageHoneyHive and PromptLayer Observability both serve buyers who need to test and evaluate an AI agent and watch an AI agent for suspicious or runaway behaviour; same layer and the same scale band (early-stage private).1 of 1 capabilityShared product typeSame scale bandCompareL
LaminarEarly-stageHoneyHive and Laminar Signals both serve buyers who need to test and evaluate an AI agent and watch an AI agent for suspicious or runaway behaviour; scale not recorded for either.1 of 1 capabilityShared product typeCompareAA
Arize AIUndisclosedHoneyHive and Arize Phoenix both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; scale not recorded for either.1 of 1 capabilityShared product typeCompareD
DeepchecksAbsorbedOverlaps on evaluation and observability; HoneyHive's scale not recorded; Deepchecks is absorbed, with no independent scale.1 of 1 capabilityShared product typeCompareL
LiteLLMEarly-stageHoneyHive and LiteLLM Lens both serve buyers who need to test and evaluate an AI agent and watch an AI agent for suspicious or runaway behaviour; scale not recorded for either; ships AI agent, application and 1 more rather than the same layer.1 of 1 capabilityDifferent layerCompareAA
Arthur AIEarly-stageHoneyHive and Arthur Engine both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; scale not recorded for either.1 of 1 capabilityShared product typeCompareL
LangWatchUndisclosedHoneyHive and LangWatch LLM observability both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; scale not recorded for either.1 of 1 capabilityShared product typeCompareG
GalileoAcquiredHoneyHive and Galileo both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; HoneyHive's scale not recorded; Galileo is acquired, with no independent scale; ships API service and platform rather than the same layer.1 of 1 capabilityDifferent layerCompareL
LangfuseAcquiredHoneyHive and Langfuse both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; HoneyHive's scale not recorded; Langfuse is acquired, with no independent scale; ships application and platform rather than the same layer.1 of 1 capabilityDifferent layerCompareCM
Comet MLEarly-stageOverlaps on evaluation and observability; scale not recorded for either.1 of 1 capabilityShared product typeCompareW&
Weights & BiasesAcquiredHoneyHive and W&B Weave both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; HoneyHive's scale not recorded; Weights & Biases is acquired, with no independent scale.1 of 1 capabilityShared product typeCompareFA
Fiddler AILate-stageHoneyHive and Fiddler Continuous Evaluations both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; scale not recorded for either.1 of 1 capabilityShared product typeCompareM
MastraEarly-stageHoneyHive 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 typeCompareO
OpenRouterLate-stageHoneyHive and Ori Eval both serve buyers who need to test and evaluate an AI agent; HoneyHive's scale not recorded.1 of 1 capabilityShared product typeCompareB
BraintrustLate-stageHoneyHive and Patterns both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; HoneyHive's scale not recorded; ships AI agent, application and 1 more rather than the same layer.1 of 1 capabilityDifferent layerCompareMA
Maxim AIUndisclosedHoneyHive 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 layerCompareR
RespanEarly-stageHoneyHive and Respan both serve buyers who need to test and evaluate an AI agent; ships API service and infrastructure service rather than the same layer.1 of 1 capabilityDifferent layerSame scale bandCompareC
ClickHouseLate-stageHoneyHive and ClickStack both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; scale not recorded for either; ships agent platform, data service and 1 more rather than the same layer.1 of 1 capabilityDifferent layerCompareH
HeliconeAcquiredHoneyHive and Helicone both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; HoneyHive's scale not recorded; Helicone is acquired, with no independent scale; ships API service and platform rather than the same layer.1 of 1 capabilityDifferent layerCompareS
SplunkAcquiredHoneyHive and Splunk Agent Observability both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; HoneyHive's scale not recorded; Splunk is acquired, with no independent scale.1 of 1 capabilityShared product typeCompareL
LangChainLate-stageHoneyHive 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 typeCompareE
ElasticPublicHoneyHive and Elastic LLM Observability both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; HoneyHive's scale not recorded; ships agent platform, application and 3 more rather than the same layer.1 of 1 capabilityDifferent layerCompareD
DynatracePublicHoneyHive and Dynatrace AI Observability both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; scale not recorded for either; ships application and platform rather than the same layer.1 of 1 capabilityDifferent layerCompareNR
New RelicUndisclosedHoneyHive and New Relic AI Observability both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; scale not recorded for either; ships AI agent, application and 2 more rather than the same layer.1 of 1 capabilityDifferent layerCompareHA
Hume AIUndisclosedHoneyHive 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 layerCompareG
Guild.aiUndisclosedHoneyHive and Guild agent control plane both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; scale not recorded for either.1 of 1 capabilityShared product typeCompareT
TrueFoundryEarly-stageHoneyHive and TrueFoundry Agent Gateway both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; scale not recorded for either; ships API service, agent platform and 2 more rather than the same layer.1 of 1 capabilityDifferent layerCompareM
Micro1UndisclosedHoneyHive and Cortex both serve buyers who need to test and evaluate an AI agent and watch an AI agent for suspicious or runaway behaviour; scale not recorded for either; ships data service rather than the same layer.1 of 1 capabilityDifferent layerCompareC
CrusoeLate-stageOverlaps on evaluation and observability; HoneyHive's scale not recorded.1 of 1 capabilityShared product typeCompareD
DatadogPublicHoneyHive and Agent Observability both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; HoneyHive's scale not recorded.1 of 1 capabilityShared product typeCompareC
CoreWeavePublicHoneyHive and CoreWeave ARIA both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; HoneyHive's scale not recorded; ships AI agent, infrastructure service and 1 more rather than the same layer.1 of 1 capabilityDifferent layerCompareP
ParloaLate-stageHoneyHive and Parloa Performance Lab both serve buyers who need to test and evaluate an AI agent; HoneyHive's scale not recorded; ships AI agent, agent platform and 1 more rather than the same layer.1 of 1 capabilityDifferent layerCompareD
DatabricksLate-stageHoneyHive and Agent Bricks both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; HoneyHive's scale not recorded.1 of 1 capabilityShared product typeCompareH
HarnessLate-stageHoneyHive 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 typeCompareC
CognigyAcquiredOverlaps on evaluation and observability; HoneyHive's scale not recorded; Cognigy is acquired, with no independent scale.1 of 1 capabilityShared product typeCompareY
Yellow.aiUndisclosedOverlaps on evaluation and observability; scale not recorded for either.1 of 1 capabilityShared product typeCompareM
Mem0Early-stageHoneyHive and Gateway both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; scale not recorded for either; ships API service, agent platform and 1 more rather than the same layer.Different layerCompareHA
Hippocratic AILate-stageHoneyHive and AI Call Supervisor both serve buyers who need to test and evaluate an AI agent and watch an AI agent for suspicious or runaway behaviour; HoneyHive's scale not recorded; ships AI agent, agent platform and 1 more rather than the same layer.1 of 1 capabilityDifferent layerCompareD
DecagonLate-stageHoneyHive and Experiments both serve buyers who need to test and evaluate an AI agent; HoneyHive's scale not recorded; ships AI agent, agent platform and 1 more rather than the same layer.1 of 1 capabilityDifferent layerCompare
LunaryUndisclosedHoneyHive and Lunary both serve buyers who need to test and evaluate an AI agent and watch an AI agent for suspicious or runaway behaviour; scale not recorded for either.1 of 1 capabilityShared product typeComparePPromptLayerEarly-stageHoneyHive and PromptLayer Observability both serve buyers who need to test and evaluate an AI agent and watch an AI agent for suspicious or runaway behaviour; same layer and the same scale band (early-stage private).1 of 1 capabilityShared product typeSame scale bandCompareLLaminarEarly-stageHoneyHive and Laminar Signals both serve buyers who need to test and evaluate an AI agent and watch an AI agent for suspicious or runaway behaviour; scale not recorded for either.1 of 1 capabilityShared product typeCompareAAArize AIUndisclosedHoneyHive and Arize Phoenix both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; scale not recorded for either.1 of 1 capabilityShared product typeCompareDDeepchecksAbsorbedOverlaps on evaluation and observability; HoneyHive's scale not recorded; Deepchecks is absorbed, with no independent scale.1 of 1 capabilityShared product typeCompareLLiteLLMEarly-stageHoneyHive and LiteLLM Lens both serve buyers who need to test and evaluate an AI agent and watch an AI agent for suspicious or runaway behaviour; scale not recorded for either; ships AI agent, application and 1 more rather than the same layer.1 of 1 capabilityDifferent layerCompareAAArthur AIEarly-stageHoneyHive and Arthur Engine both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; scale not recorded for either.1 of 1 capabilityShared product typeCompareLLangWatchUndisclosedHoneyHive and LangWatch LLM observability both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; scale not recorded for either.1 of 1 capabilityShared product typeCompareGGalileoAcquiredHoneyHive and Galileo both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; HoneyHive's scale not recorded; Galileo is acquired, with no independent scale; ships API service and platform rather than the same layer.1 of 1 capabilityDifferent layerCompareLLangfuseAcquiredHoneyHive and Langfuse both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; HoneyHive's scale not recorded; Langfuse is acquired, with no independent scale; ships application and 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 typeCompareW&Weights & BiasesAcquiredHoneyHive and W&B Weave both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; HoneyHive's scale not recorded; Weights & Biases is acquired, with no independent scale.1 of 1 capabilityShared product typeCompareFAFiddler AILate-stageHoneyHive and Fiddler Continuous Evaluations both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; scale not recorded for either.1 of 1 capabilityShared product typeCompareMMastraEarly-stageHoneyHive 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 typeCompareOOpenRouterLate-stageHoneyHive and Ori Eval both serve buyers who need to test and evaluate an AI agent; HoneyHive's scale not recorded.1 of 1 capabilityShared product typeCompareBBraintrustLate-stageHoneyHive and Patterns both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; HoneyHive's scale not recorded; ships AI agent, application and 1 more rather than the same layer.1 of 1 capabilityDifferent layerCompareMAMaxim AIUndisclosedHoneyHive 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 layerCompareRRespanEarly-stageHoneyHive and Respan both serve buyers who need to test and evaluate an AI agent; ships API service and infrastructure service rather than the same layer.1 of 1 capabilityDifferent layerSame scale bandCompareCClickHouseLate-stageHoneyHive and ClickStack both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; scale not recorded for either; ships agent platform, data service and 1 more rather than the same layer.1 of 1 capabilityDifferent layerCompareHHeliconeAcquiredHoneyHive and Helicone both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; HoneyHive's scale not recorded; Helicone is acquired, with no independent scale; ships API service and platform rather than the same layer.1 of 1 capabilityDifferent layerCompareSSplunkAcquiredHoneyHive and Splunk Agent Observability both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; HoneyHive's scale not recorded; Splunk is acquired, with no independent scale.1 of 1 capabilityShared product typeCompareLLangChainLate-stageHoneyHive 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 typeCompareEElasticPublicHoneyHive and Elastic LLM Observability both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; HoneyHive's scale not recorded; ships agent platform, application and 3 more rather than the same layer.1 of 1 capabilityDifferent layerCompareDDynatracePublicHoneyHive and Dynatrace AI Observability both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; scale not recorded for either; ships application and platform rather than the same layer.1 of 1 capabilityDifferent layerCompareNRNew RelicUndisclosedHoneyHive and New Relic AI Observability both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; scale not recorded for either; ships AI agent, application and 2 more rather than the same layer.1 of 1 capabilityDifferent layerCompareHAHume AIUndisclosedHoneyHive 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 layerCompareGGuild.aiUndisclosedHoneyHive and Guild agent control plane both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; scale not recorded for either.1 of 1 capabilityShared product typeCompareTTrueFoundryEarly-stageHoneyHive and TrueFoundry Agent Gateway both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; scale not recorded for either; ships API service, agent platform and 2 more rather than the same layer.1 of 1 capabilityDifferent layerCompareMMicro1UndisclosedHoneyHive and Cortex both serve buyers who need to test and evaluate an AI agent and watch an AI agent for suspicious or runaway behaviour; scale not recorded for either; ships data service rather than the same layer.1 of 1 capabilityDifferent layerCompareCCrusoeLate-stageOverlaps on evaluation and observability; HoneyHive's scale not recorded.1 of 1 capabilityShared product typeCompareDDatadogPublicHoneyHive and Agent Observability both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; HoneyHive's scale not recorded.1 of 1 capabilityShared product typeCompareCCoreWeavePublicHoneyHive and CoreWeave ARIA both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; HoneyHive's scale not recorded; ships AI agent, infrastructure service and 1 more rather than the same layer.1 of 1 capabilityDifferent layerComparePParloaLate-stageHoneyHive and Parloa Performance Lab both serve buyers who need to test and evaluate an AI agent; HoneyHive's scale not recorded; ships AI agent, agent platform and 1 more rather than the same layer.1 of 1 capabilityDifferent layerCompareDDatabricksLate-stageHoneyHive and Agent Bricks both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; HoneyHive's scale not recorded.1 of 1 capabilityShared product typeCompareHHarnessLate-stageHoneyHive 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 typeCompareCCognigyAcquiredOverlaps on evaluation and observability; HoneyHive's scale not recorded; Cognigy is acquired, with no independent scale.1 of 1 capabilityShared product typeCompareYYellow.aiUndisclosedOverlaps on evaluation and observability; scale not recorded for either.1 of 1 capabilityShared product typeCompareMMem0Early-stageHoneyHive and Gateway both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; scale not recorded for either; ships API service, agent platform and 1 more rather than the same layer.Different layerCompareHAHippocratic AILate-stageHoneyHive and AI Call Supervisor both serve buyers who need to test and evaluate an AI agent and watch an AI agent for suspicious or runaway behaviour; HoneyHive's scale not recorded; ships AI agent, agent platform and 1 more rather than the same layer.1 of 1 capabilityDifferent layerCompareDDecagonLate-stageHoneyHive and Experiments both serve buyers who need to test and evaluate an AI agent; HoneyHive's scale not recorded; ships AI agent, agent platform and 1 more rather than the same layer.1 of 1 capabilityDifferent layerCompareClosest 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
- Stage, from total funding
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Company disclosure · 14 Oct 2026
"we're announcing $7.4M in total funding"
- Valuation
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Pages read for this record state no valuation or market capitalisation.
- Founded
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Pages read for this record state no founding year.
- Public listing
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No listing on the pages read; treated as private.
- Description
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Official documentation · 14 Oct 2026
Company page: "how enterprises observe, evaluate, and trust the agents they run in production."
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