New Relic

Observability platform vendor whose AI Monitoring covers LLM calls, agents and MCP servers, its AI assistants analyse telemetry and investigate incidents to recommend next actions, with usage-based pricing and a perpetual free tier.

StageUndisclosed

Founded—

HeadquartersSan Francisco, USA

StatusPrivate

newrelic.com

Products

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

Inside New Relic

New Relic AI Application Paid add-on to the parent

New Relic AI analyzes telemetry data and answers questions about monitored systems.
New Relic Autopilot AI agent Paid add-on to the parent

New Relic Autopilot investigates incidents, identifies likely root causes and recommends next actions.
New Relic Ground Truth Data service Included with the parent

New Relic Ground Truth combines telemetry, dependencies, incidents and changes into operational context for AI agents.
New Relic Applied Intelligence Application Included with the parent

New Relic Applied Intelligence detects anomalies and helps engineers understand and resolve incidents.

Inside New Relic platform

New Relic AI Observability Platform

Observability for AI applications: LLM performance, error and cost, token and quality metrics, MCP server call lifecycle, and maps of multi-agent interactions.

Similar products 34

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 ↗

All 34Shared product type 28Same company status 24

ElasticPublicNew Relic AI Observability and Elastic Observability both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; New Relic's scale not recorded.3 of 3 capabilitiesShared product typeCompare AA

Arize AIUndisclosedNew Relic AI Observability and Arize Phoenix both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; scale not recorded for either.2 of 3 capabilitiesShared product typeCompare B

BraintrustLate-stageNew Relic AI Observability and Braintrust both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; New Relic's scale not recorded.2 of 3 capabilitiesShared product typeCompare G

GalileoAcquiredNew Relic AI Observability and Galileo both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; New Relic's scale not recorded; Galileo is acquired, with no independent scale.1 of 3 capabilitiesShared product typeCompare AA

Arthur AIEarly-stageNew Relic AI Observability and Arthur Observability both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; scale not recorded for either.1 of 3 capabilitiesShared product typeCompare D

DynatracePublicNew Relic AI Observability and Dynatrace AI Observability both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; scale not recorded for either.2 of 3 capabilitiesShared product typeCompare C

ClickHouseLate-stageNew Relic AI Observability and ClickStack both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; scale not recorded for either.2 of 3 capabilitiesShared product typeCompare L

LangfuseAcquiredNew Relic AI Observability and Langfuse both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; New Relic's scale not recorded; Langfuse is acquired, with no independent scale.1 of 3 capabilitiesShared product typeCompare FA

Fiddler AILate-stageNew Relic AI Observability and Fiddler AI both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; scale not recorded for either.1 of 3 capabilitiesShared product typeCompare S

SplunkAcquiredNew Relic AI Observability and Splunk Agent Observability both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; New Relic's scale not recorded; Splunk is acquired, with no independent scale.2 of 3 capabilitiesShared product typeCompare CM

Comet MLEarly-stageNew Relic AI Observability and Opik both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; scale not recorded for either.2 of 3 capabilitiesShared product typeCompare D

DeepchecksAbsorbedNew Relic AI Observability and Deepchecks LLM Evaluation both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; New Relic's scale not recorded; Deepchecks is absorbed, with no independent scale.1 of 3 capabilitiesShared product typeCompare H

HeliconeAcquiredNew Relic AI Observability and Helicone both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; New Relic's scale not recorded; Helicone is acquired, with no independent scale.1 of 3 capabilitiesShared product typeCompare D

DatabricksLate-stageOverlaps on data analysis, evaluation and observability and knowledge retrieval; New Relic's scale not recorded.3 of 3 capabilitiesShared product typeCompare H

HoneyHiveEarly-stageNew Relic AI Observability and HoneyHive both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; scale not recorded for either; ships developer tool rather than the same layer.1 of 3 capabilitiesDifferent layerCompare L

LunaryUndisclosedNew Relic AI Observability and Lunary both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; scale not recorded for either; ships developer tool rather than the same layer.1 of 3 capabilitiesDifferent layerCompare HA

Hume AIUndisclosedNew Relic AI Observability and Kairos Platform both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; scale not recorded for either.2 of 3 capabilitiesShared product typeCompare P

PromptLayerEarly-stageNew Relic AI Observability and PromptLayer Observability both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; scale not recorded for either; ships developer tool rather than the same layer.1 of 3 capabilitiesDifferent layerCompare L

LangChainLate-stageNew Relic AI Observability and LangSmith both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; scale not recorded for either.2 of 3 capabilitiesShared product typeCompare W&

Weights & BiasesAcquiredNew Relic AI Observability and W&B Weave both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; New Relic's scale not recorded; Weights & Biases is acquired, with no independent scale.1 of 3 capabilitiesShared product typeCompare L

LangWatchUndisclosedNew Relic AI Observability and LangWatch LLM observability both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; scale not recorded for either.2 of 3 capabilitiesShared product typeCompare T

TrueFoundryEarly-stageNew Relic AI Observability and TrueFoundry Agent Gateway both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; scale not recorded for either.1 of 3 capabilitiesShared product typeCompare N

Neo4jLate-stageOverlaps on data analysis and knowledge retrieval; New Relic's scale not recorded.2 of 3 capabilitiesShared product typeCompare L

LiteLLMEarly-stageNew Relic AI Observability and LiteLLM Lens both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; scale not recorded for either.1 of 3 capabilitiesShared product typeCompare Z

ZepUndisclosedOverlaps on knowledge retrieval; scale not recorded for either.1 of 3 capabilitiesShared product typeCompare G

Guild.aiUndisclosedNew Relic AI Observability 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; ships agent platform and developer tool rather than the same layer.1 of 3 capabilitiesDifferent layerCompare U

UniphoreLate-stageOverlaps on data analysis and knowledge retrieval; New Relic's scale not recorded.2 of 3 capabilitiesShared product typeCompare S

SnowflakePublicOverlaps on data analysis and knowledge retrieval; New Relic's scale not recorded.2 of 3 capabilitiesShared product typeCompare R

RedisUndisclosedOverlaps on data analysis; scale not recorded for either; ships API service, developer tool and 1 more rather than the same layer.1 of 3 capabilitiesDifferent layerCompare H

HarnessLate-stageNew Relic AI Observability and AgentTrace both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; scale not recorded for either.2 of 3 capabilitiesShared product typeCompare R

RilletLate-stageNew Relic AI Observability and Command Center both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; New Relic's scale not recorded.2 of 3 capabilitiesShared product typeCompare D

DXUndisclosedOverlaps on data analysis, evaluation and observability and knowledge retrieval; scale not recorded for either.3 of 3 capabilitiesShared product typeCompare W

WorkdayPublicOverlaps on data analysis, evaluation and observability and knowledge retrieval; New Relic's scale not recorded.3 of 3 capabilitiesShared product typeCompare C

CrusoeLate-stageOverlaps on evaluation and observability; New Relic's scale not recorded; ships API service, developer tool and 2 more rather than the same layer.1 of 3 capabilitiesDifferent layerCompare

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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.