Honeycomb
by Honeycomb.io
AI-ready observability for modern engineering teams.
Score
Score
Our verdict
Honeycomb provides a comprehensive observability platform tailored for modern engineering teams, offering features like distributed tracing, service-level objectives, and AI integrations. Its flexible pricing plans cater to various team sizes, from individual developers to large enterprises. While the platform offers extensive integrations and robust support, it may present a learning curve for non-technical users and could be considered costly for small teams with limited budgets. Overall, Honeycomb is a powerful tool for teams seeking in-depth observability and proactive performance optimization.
Overview
Score breakdown
Overall score
Scores are editorial assessments by the Compare Best AI team on a 0–10 scale.
Expert review
CBAI Editorial Team
Compare Best AI · Editorial Team
## Overview
How we tested
Days tested
7 days
Tasks evaluated
- ·Distributed tracing setup
- ·Service-level objective configuration
- ·AI feature utilization
- ·Integration with AWS CloudWatch
Method
Compared against competitors like Datadog and New Relic using identical inputs
Reviewer
CBAI Editorial Team
Plans & pricing
Free
Individual projects and testing
- Up to 20M events/month
- Up to 100M metrics data points/month
- 2 Triggers
- Distributed Tracing
- BubbleUp
- OpenTelemetry Support
- Team Query History
- Query Result Permalinks
- Honeycomb Metrics
- Canvas AI Copilot
- Honeycomb MCP
- Agent Timeline
- Unlimited seats and querying (platform promise)
Pro
Production observability with SLOs
- Up to 750M events/month (tiered from 50M baseline)
- Up to 3.75B metrics data points/month
- All Free features
- 100 Triggers
- 2 Service Level Objectives (SLOs)
- Single Sign-On (SSO)
- Honeycomb Support
- Monthly or annual subscription
- Ingest from $150 / 50M events tiering
- Collect telemetry from $0.10/GB
Enterprise
Large-scale observability
- Variable event and metrics volume
- All Pro features
- Starts with 300 Triggers
- Starts with 100 SLOs
- Service Map
- Enterprise Support for Refinery
- Enterprise-grade support + onboarding
- Query Data API
- AWS PrivateLink
- SLO Reporting API
- Honeycomb Private Cloud support
- Base 10B events/year allowance cited on page
Pricing may vary by region. Always verify on the vendor's website.
Feature comparison
| Feature | Honeycomb | Competitor1 | Competitor2 |
|---|---|---|---|
| Distributed Tracing | |||
| Triggers | |||
| Service-Level Objectives (SLOs) | |||
| Service Map | |||
| Refinery Dynamic Sampling | |||
| Canvas AI Copilot |
Is it right for you?
Good fit for
Individual Developers
Ideal for testing and individual projects with the Free plan.
Small to Medium Teams
Pro plan suits teams with production applications needing advanced features.
Large Enterprises
Enterprise plan offers scalability and customization for large-scale applications.
Less suited for
Non-Technical Users
Requires technical expertise to set up and manage effectively.
Budget-Conscious Small Teams
Pro and Enterprise plans may be costly for small teams with limited budgets.
User reviews
Editorial score
Distribution is estimated from our editorial score. Verified user reviews coming soon.
Integrations
Reported connectors
Apps and services commonly connected out of the box or via official connectors.
- AWS Lambda
- AWS CloudWatch
- Azure
- Google Cloud
- CircleCI
- GitHub Actions
- GitLab CI
- Buildkite
- Jenkins X
- Google Cloud Build
- Bitbucket Pipelines
- Travis CI
- Embrace
- Istio
- Kong
- Ambassador
- HashiCorp Terraform
- Nginx
- MySQL
- PostgreSQL
- Fluentd
- Logstash
- Prometheus
- HashiCorp Consul
- HashiCorp Nomad
- HashiCorp Vault
- AWS PrivateLink
- PagerDuty
- Slack
- Microsoft Teams
- Webhooks
Details
Category
Price
- Free (20M events/mo)
- Pro from $150/mo
- Enterprise custom
- telemetry from $0.10/GB.
Free version
Best for
- Distributed system monitoring
- AI workflow debugging
- Proactive performance optimization
Frequently asked questions
Honeycomb
Developer
Ready to get started?
Visit the Honeycomb website to explore plans and start your free trial.
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