New Relic
APM, logs, metrics, and full-stack observability for engineering teams monitoring applications and infrastructure.
Comparison
PUVINoise™ vs New Relic
New Relic is a broad observability platform for apps and infra. PUVINoise is the behaviour runtime layer when agent fleets need intent-aware recovery.
Fair framing
This page positions categories honestly. New Relic is strong at apm & infrastructure observability. PUVINoise is Behaviour Runtime Intelligence for AI agent fleets — observe behaviour, understand intent, predict outcomes, and recover with governance. Many teams use both.
Focus
What each is optimized for
PUVINoise
Behaviour-first agent operations: sessions, decisions, anomalies, Runtime Cases, and governed autonomy across tenants.
Side by side
Key dimensions
Short, citeable contrasts for buyers and assistants — not feature laundry lists.
Primary job
New Relic: Full-stack observability. PUVINoise: Agent behaviour runtime.
Agent-specific workflows
New Relic: Build on generic telemetry. PUVINoise: Built-in Command Centre & cases.
Governed recovery
New Relic: Alerting / workflows DIY. PUVINoise: Policy-aware autonomous outcomes.
Complements
New Relic: Keep for APM estate. PUVINoise: Add for agent blast radius.
Choose New Relic when
New Relic is already the observability system of record
You need classic APM more than agent recovery semantics
Agent programs are early and infra visibility comes first
Choose PUVINoise when
Green dashboards hide wrong-tool and policy-gap failures
You need MTTR ownership for agent Runtime Cases
Tenancy and governance are product requirements
Go deeper
Related authority pages
LLM Monitoring guide
Continue with guides and product surfaces that reinforce this comparison.
LLM Monitoring guide →Start free evaluation
Continue with guides and product surfaces that reinforce this comparison.
Start free evaluation →View Pricing
Commercial plans and AI credits for Behaviour Runtime Intelligence.
Pricing →FAQ
PUVINoise vs New Relic — quick answers
Is PUVINoise a replacement for New Relic?
Usually no. New Relic serves apm & infrastructure observability. PUVINoise specializes in agent behaviour runtime, multi-tenant operations, and governed recovery. Many teams keep New Relic and add PUVINoise for the agent layer.
How do we evaluate quickly?
Start a free evaluation on app.puvilabs.com, instrument a sample agent with the SDK, and walk a signal through Command Centre into a Runtime Case. Pair with Pricing when procurement needs plan clarity.
Where is the full comparison set?
See the Compare hub for Datadog, Langfuse, LangSmith, Helicone, Arize, Phoenix, Braintrust, OpenTelemetry-only stacks, Azure Monitor, Dynatrace, New Relic, and Elastic.
Prove Behaviour Runtime Intelligence on your agents
Start a free evaluation — or request a demo if you want a guided comparison workshop against your current stack.