honeycomb.io
Honeycomb is an observability platform headquartered in San Francisco, founded in 2016 by former Facebook engineers Christine Yen and Charity Majors.
Profile
Honeycomb provides a cloud-based observability platform that helps engineering teams debug and understand the behavior of their production software, including distributed systems and AI workflows, by analyzing high-cardinality event data.
Honeycomb is an observability platform headquartered in San Francisco, founded in 2016 by former Facebook engineers Christine Yen and Charity Majors. The company has raised approximately $150 million in total funding, including a $50 million Series D in April 2023 led by Headline, with participation from Insight Partners and Scale Venture Partners. As of late 2024, Honeycomb reported $10.8 million in revenue, with 238 employees and a net revenue retention rate of 138% through September 2023.
The company achieved 2x year-over-year revenue growth in 2022 and expected ARR to increase by 50% in 2023. Honeycomb serves over 600 customers globally, including notable names like Slack, Intercom, Dropbox, Booking.com, Duolingo, HelloFresh, and Jack Henry. In 2026, the company launched Agent Observability for agentic workflows and announced strategic partnerships with Cloudelligent and Embrace to extend observability to AWS-native organizations and mobile/web real user monitoring.
Honeycomb was named a Leader in the 2022 Gartner Magic Quadrant for APM and Observability. The platform is designed for high-cardinality, event-driven debugging of distributed systems and AI workflows, differentiating itself from legacy APM tools by sidestepping the correlation problem across logs, metrics, and traces. The company has made key executive hires in 2023, including CMO Reet Mand (ex-Okta, Google Cloud) and SVP of Global Revenue Jason Robinson (ex-Collibra, Gartner), signaling a focus on scaling go-to-market and open source community engagement through OpenTelemetry.
Products by honeycomb.io
Who buys this
- Engineering teams at mid-to-large enterprises operating complex cloud-native applications
- Companies with high-volume, distributed microservices architectures requiring real-time debugging
- Organizations adopting AI/LLM workflows that need observability into non-deterministic behavior
- Financial services, e-commerce, gaming, and healthcare firms with stringent reliability requirements
- DevOps and platform engineering teams transitioning from legacy APM tools to modern observability
Publicly disclosed clients
- Slack
- Intercom
- Dropbox
- Booking.com
- Duolingo
- HelloFresh
- Jack Henry
Strengths and what to watch
Strengths
- High net revenue retention (138% through September 2023) and consistent 2x year-over-year revenue growth in 2022, indicating strong product-market fit and customer stickiness.
- Differentiated architecture that handles high-cardinality, datatype-agnostic data natively, avoiding the correlation problems that plague legacy APM tools.
- Early and deep investment in OpenTelemetry, with a dedicated Director of Open Source, positioning Honeycomb as a leader in the open-source observability ecosystem.
Watch for
- Revenue concentration risk: with only $10.8 million in revenue and 600+ customers, average revenue per customer is low (~$18K), suggesting reliance on many small accounts rather than a few large enterprises.
- Competitive pressure from well-funded incumbents like Datadog, New Relic, and Dynatrace, which have broader platform capabilities and larger sales teams.
- CEO Christine Yen has been the sole CEO since March 2019, but the company has seen significant executive turnover and hiring in 2023, which could indicate growing pains or strategic shifts.
Recent moves
- 4mo ago Cloudelligent and Honeycomb Partner to Bring Enterprise Observability to AWS-Native Organizations in the AI Era
- 4mo ago Honeycomb and Embrace Launch Strategic Partnership to Bring Observability to Every Screen and Every Engineering Team
- 4mo ago Honeycomb Launches Agent Observability, Bringing Full Visibility to Agentic Workflows in Production
Key Information
- Industry
- MGMT/Monitoring
- Founded
- 2016
- Employees
- 300
- Headquarters
- San Francisco
- Country
- United States
Frequently Asked Questions
What is Honeycomb and what does it do?
Honeycomb is a cloud-based observability platform that helps engineering teams debug and understand production software behavior. It analyzes high-cardinality event data from distributed systems and AI workflows, sidestepping the correlation problem across logs, metrics, and traces that legacy APM tools face.
How does Honeycomb handle high-cardinality data differently from legacy APM tools?
Honeycomb natively handles high-cardinality, datatype-agnostic event data, avoiding the correlation problem across logs, metrics, and traces. This allows engineering teams to debug complex distributed systems and AI workflows in real time without the limitations of legacy APM tools that struggle with high-cardinality data.
Who are Honeycomb's typical customers and notable clients?
Honeycomb serves over 600 customers globally, including Slack, Intercom, Dropbox, Booking.com, Duolingo, HelloFresh, and Jack Henry. Its typical customers are engineering teams at mid-to-large enterprises with complex cloud-native applications, distributed microservices, or AI workflows requiring real-time debugging.
What is Honeycomb's revenue and growth trajectory?
As of late 2024, Honeycomb reported $10.8 million in revenue with 238 employees. The company achieved 2x year-over-year revenue growth in 2022 and expected ARR to increase by 50% in 2023. Net revenue retention was 138% through September 2023, indicating strong customer stickiness.
How does Honeycomb integrate with OpenTelemetry?
Honeycomb has made early and deep investments in OpenTelemetry, including hiring a dedicated Director of Open Source. This positions Honeycomb as a leader in the open-source observability ecosystem, allowing engineering teams to collect and analyze telemetry data using open standards without vendor lock-in.
What is Honeycomb Agent Observability and when was it launched?
Honeycomb launched Agent Observability in May 2026, bringing full visibility to agentic workflows in production. This feature allows engineering teams to debug and monitor AI agent behavior, addressing the non-deterministic nature of AI workflows and extending observability beyond traditional distributed systems.
Sources
- www.honeycomb.io — Series D funding of $50M in April 2023, 2x revenue growth in 2022, 160% net revenue retention, 600+ customers, customer wins including Robinhood, Moov, Frasers Group, Equinix, Vanguard, Slack, Vercel.
- www.honeycomb.io — Record Q3 2023 bookings, 138% net revenue retention through September 2023, 50% ARR growth expected in 2023, executive hires including CMO Reet Mand, SVP Jason Robinson, Director of Open Source Austin Parker, Senior Director of Product Marketing Josh Pederson.
- getlatka.com — 2024 revenue of $10.8M, 238 employees, total funding of $46.9M (though company reports ~$150M), headcount history, founder Christine Yen as CEO.
- techcrunch.com — Series D funding details, founders' background at Facebook, market context for observability.