New Relic vs. Honeycomb.io: A data-backed comparison

Explore New Relic and Honeycomb.io’s features, pricing, adoption trends, and ideal use cases to help you determine which tool best fits your team.

New Relic vs. Honeycomb.io at a glance

New Relic is trusted by organizations seeking deep visibility and customizable dashboards. Honeycomb.io focuses on high-cardinality event data, distributed tracing, and rapid root cause analysis, making it popular among engineering teams solving complex, modern production issues.

New Relic stands out for full-stack visibility and analytics, while Honeycomb.io is known for advanced debugging and cloud-native environments.

Metrics

New Relic

Honeycomb

Relative cost

56% lower cost than category average

96% lower cost than category average

Adoption trend

5% QoQ adoption growth

55% QoQ adoption growth

Primary user segment

Best for

Small and medium-sized businesses that need comprehensive application performance monitoring without the complexity of enterprise-level observability platforms.

Micro businesses that need advanced observability and debugging tools without the complexity of enterprise-level monitoring systems.

New Relic overview

New Relic is a comprehensive observability platform that delivers unified monitoring across infrastructure, applications, and logs, providing deep analytics and distributed tracing for cloud and on-prem environments. It suits organizations that need broad observability, customizable dashboards, and powerful alerting in one platform.

New Relic key features

Features

Description

Full-stack monitoring

Monitors applications, infrastructure, and user experience in one platform.

Application performance monitoring

Tracks code-level performance and error rates.

Distributed tracing

Visualizes requests and dependencies across microservices.

Log management

Centralizes and analyzes logs in real time.

Proactive alerting and AI

Provides automated, intelligent incident response.

Honeycomb.io overview

Honeycomb.io is a next-generation observability platform designed for exploring high-cardinality event data and rapid debugging. It offers distributed tracing, real-time analysis, and anomaly detection, enabling teams to quickly pinpoint issues and improve system reliability. It’s well-suited for engineering teams operating distributed systems who need to analyze unpredictable production incidents and optimize performance.

Honeycomb.io key features

Features

Description

High-cardinality querying

Enables real-time, granular queries across millions of data points.

Real-time observability

Instantly analyzes telemetry across distributed systems.

Distributed tracing

Visualizes end-to-end requests and system dependencies.

BubbleUp analytics

Surfaces key patterns and outliers automatically.

Team collaboration

Shares insights and queries for collective problem-solving.

Pros and cons

Tool

Pros

Cons

New Relic

  • Comprehensive full-stack observability.
  • Real-time analytics and visualization.
  • Strong APM and distributed tracing tools.
  • Generous free tier with unlimited users.
  • Can be costly for high usage and large teams.
  • Learning curve for advanced features.
  • Some advanced compliance requires enterprise plan.
  • UI can be complex for first-time users.

Honeycomb

  • Powerful high-cardinality event analysis.
  • Real-time visibility into distributed systems.
  • Innovative features like BubbleUp analytics.
  • Flexible and collaborative workflow tools.
  • Steeper learning curve for new users.
  • Advanced features can be expensive at scale.
  • Limited on-premise support.
  • Requires instrumentation for best results.

Which tool is better?

New Relic is better for teams seeking end-to-end observability and analytics across environments. Honeycomb.io is the right choice for teams that prioritize deep debugging, high-cardinality data, and solving unknown production issues.

When New Relic is the better choice

  • Your team needs unified monitoring across apps, infrastructure, and logs.
  • Your team needs customizable dashboards and advanced analytics.
  • Your team needs proactive alerting and automation for performance issues.
  • Your team needs a scalable, managed observability platform.

When Honeycomb.io is the better choice

  • Your team needs high-cardinality event analysis and rapid root cause investigation.
  • Your team needs to explore and debug in distributed systems.
  • Your team needs advanced distributed tracing and observability for microservices.
  • Your team needs fast, flexible data exploration without pre-aggregation.

Time is money. Save both.