Try Honeycomb Intelligence, AI-native observability with MCP, Anomaly Detection, and CanvasLearn more
Honeycomb Logo
Grafana Logo

Honeycomb vs. Grafana

See why teams are making the switch from Grafana to Honeycomb—and decide if we’re the best choice for you.

Key differences

Faster debugging

Faster debugging

In Grafana, system-wide analysis is limited and telemetry exploration (across traces, logs, frontend, etc.) is separated, which slows down debugging. In Honeycomb, all data types are accessed through the same query builder and analysis tools for fast answers.

Context-rich

Powerful, context-rich SLOs

Grafana provides metrics-based SLOs and alerts, which retain no context on the details or severity of an incident. Honeycomb’s SLOs are event-based, powering high-fidelity alerts and prioritization that give teams insight into the “why” for faster issue resolution.

Scalable

Built for scalability

Grafana Cloud’s pricing penalizes you by charging per byte, per time series, by headcount for some feature access, and by query size past certain allowance, limiting large teams. Honeycomb’s pricing is event-based, including unlimited custom context and querying at no cost.

Honeycomb
Honeycomb
Grafana
Grafana
One single source of truth

Wide events unify context on a singular debugging workflow.

Logs, metrics, traces, network, and frontend signals stored and explored separately.

Unrestricted analysis and parsing of highly specific values

Fast querying with unlimited cardinality and high dimensionality included on all events.

Fast answers require storing custom fields as dedicated columns or generating costly metrics.

Faster debugging with context

Detects hidden outliers across known and unknown contextual attributes through wide analysis.

To retrieve important context, cycle between separate data sources and context stored in separate formats.

Easy pattern detection on unknowns

Query across all fields instantly without specific knowledge. Find patterns behind any granular attribute.

Complex analysis is siloed to Parquet and PromQL experts and restricted within each telemetry type.

Actionable alerts with accurate service level objectives (SLOs)

Raw event-based SLOs give teams insight into the underlying “why.”

Grafana’s new SLOs are aggregated from streamed events or metrics, and do not retain full context.

Designed for engineering efficiency and collaboration

Teams enjoy collaborative usage and visibility, and AI assistance to unite on one workflow.

Instances, resourcing, and user environments can get fragmented, slowing collaboration.

Real user monitoring with full stack analysis

Going beyond RUM, Honeycomb gives engineers the depth to quickly isolate relevant details impacting users.

Grafana and Honeycomb both offer RUM dashboards and capabilities.

Migration made easy

Making the switch to Honeycomb is stress-free. In fact, we’ll be here to make it all as effortless, seamless, and painless as possible.

Docs

Docs

Read everything you need to know for getting started with Honeycomb.

Resources

Resources

Dive into our resources for help observing, debugging, and improving your systems.

Support

Customer support

Our team of support engineers is on deck as your trusted partner in observability.

What our customers say

Pawel Malon

After years in engineering feeling like I was missing critical insights, with our switch to Honeycomb, suddenly, it’s like I have sight for the first time in my career.

Pawel Malon

Principal Software Engineer, Phorest

Edith Harbaugh

We rely on Honeycomb to provide the world-class scale and resilience LaunchDarkly customers expect.

Edith Harbaugh

Co-founder and CEO, LaunchDarkly

Rich Anakor

We’re able to bring a different mentality in the way we run and manage our production systems. We were able to really help our engineering teams and change the culture.

Rich Anakor

Chief Solutions Architect, Vanguard

Nick Herring

People ask, ‘Where’s Honeycomb in the new architecture?’ The answer is it’s everywhere. It’s built in.

Nick Herring

Technical Director of Infrastructure,
CCP Games

Michael Garski

We have predictable pricing that lets us do away with the legacy approach of sampling logs to preserve budget. Honeycomb’s event-based pricing empowers us to see every request from every service that comes through.

Michael Garski

Director of Platform Engineering, Fender

Ready to get started?