Honeycomb

Honeycomb’s mission is to provide software engineering teams with the observability they need to eliminate toil and delight their users. Honeycomb aims to bring observability to every software engineer, viewing it as a foundational element for engineering best practices and a means to foster a world of software ownership. The company’s goal is to enable every engineer to instrument and observe their system’s behavior, facilitating a comprehensive understanding and debugging of production software.

Honeycomb is recognized for its observability platform, designed for high-cardinality data and collaborative problem-solving. The company has established a reputation for helping engineering teams understand and troubleshoot complex relationships within distributed services, enabling them to solve problems faster and ship reliable features. Honeycomb is considered a key player in popularizing observability and is noted for its ability to help teams answer novel questions about their evolving cloud applications. The platform is utilized by companies like HelloFresh, Stripe, Slack, and Vanguard. Honeycomb is also known for its company culture and diversity, equity, and inclusion practices.

Offerings, Capabilities, and Integrations

Honeycomb provides an observability platform designed for engineering teams to understand and debug complex cloud-native systems. Its core strength lies in its ability to unify telemetry data—logs, metrics, and traces—into a single, queryable datastore. This approach allows engineers to interactively explore data and gain deep contextual insights into application behavior, which helps in quickly diagnosing and resolving issues. Honeycomb emphasizes high-resolution data and dynamic sampling, enabling detailed analysis without overwhelming users or incurring excessive costs. A key differentiator is its feature called BubbleUp, which uses machine learning to help teams identify outliers and pinpoint root causes of problems. Honeycomb’s focus on fast querying, collaborative debugging, and a unified view of system performance gives it a competitive edge, particularly for teams that prioritize understanding customer experience and rapid incident response. The platform supports OpenTelemetry standards, facilitating broad integration with various applications and systems. Honeycomb offers numerous integrations with tools and platforms like AWS, PagerDuty, Slack, and Terraform.

Products and Services

Honeycomb’s primary offering is its observability platform, which enables engineering teams to visualize, analyze, and understand their application’s performance in production environments. This platform is designed to handle high-cardinality and high-dimensionality data, allowing for detailed investigation of system behavior. Key features and components of Honeycomb’s offerings include:

• Unified Telemetry Data Store: Honeycomb ingests logs, metrics, and traces into a single store, eliminating data silos and enabling comprehensive analysis.
• Distributed Tracing: This is a core capability, allowing users to follow requests as they move through distributed systems, making it easier to pinpoint bottlenecks and errors.
• BubbleUp: An anomaly detection feature that helps users quickly identify patterns and outliers in their data by comparing differing groups of data.
• SLOs (Service Level Objectives): Users can define and monitor SLOs to ensure system reliability and performance targets are met. Honeycomb provides tools to understand what is impacting error budgets.
• Metrics: Honeycomb allows users to derive metrics from their event data within the platform.
• Query Engine: A high-performance query engine enables fast, interactive exploration of telemetry data.
• Integrations: Honeycomb supports a wide array of integrations with cloud providers (especially AWS), CI/CD tools, incident response systems, and communication platforms. This includes integrations with PagerDuty, Slack, Microsoft Teams, and Terraform.
• OpenTelemetry Support: Honeycomb is a strong proponent of OpenTelemetry and has built its platform to be compatible with its standards, allowing for vendor-neutral data collection.
• Honeycomb for Frontend Observability: This offering extends Honeycomb’s capabilities to web and mobile applications, providing insights into user experience and frontend performance. It includes SDKs for browser, iOS, and Android instrumentation.
• Honeycomb Telemetry Pipeline: An offering that helps manage and process telemetry data.
• Log Analytics: Enables the analysis of log data within the Honeycomb platform.
• Service Map: Provides a visual representation of services and their dependencies.
• Refinery: A trace-aware sampling proxy that allows customers to manage costs by sampling data intelligently.

Honeycomb’s platform is positioned as its flagship product, with features like BubbleUp and its approach to distributed tracing being central to its value proposition. Recent additions or highlighted areas of focus include Honeycomb for Frontend Observability and the Honeycomb Telemetry Pipeline.

Target Customers

Honeycomb’s target customers are primarily engineering teams, including DevOps teams, Site Reliability Engineers (SREs), and software engineers who build and operate complex, cloud-native applications and distributed systems. The platform is particularly suited for mid-sized to large enterprises where system reliability, performance, and understanding user experience are critical. Companies in sectors such as e-commerce, SaaS, fintech, and large-scale web applications benefit significantly from Honeycomb’s offerings. These organizations often deal with high volumes of telemetry data and require tools that can quickly identify and resolve issues in production environments to minimize downtime and improve customer satisfaction. Honeycomb helps these teams move from reactive firefighting to proactive issue resolution and performance optimization. Customers use Honeycomb to achieve faster incident response, optimize performance, and accelerate release cycles safely. The platform is valuable for teams that embrace observability-driven development and seek to understand unknown unknowns in their systems.

Cloud Integrations and Marketplaces

Honeycomb offers a range of cloud integrations, primarily focused on Amazon Web Services (AWS), and has a presence on major cloud marketplaces including AWS Marketplace, Microsoft Azure Marketplace, and Google Cloud Marketplace.

• AWS Integrations: Honeycomb provides extensive integrations with AWS to collect logs and metrics from various AWS services. These integrations allow users to send data to Honeycomb to identify service impacts on application performance. Honeycomb supports all AWS services that send metrics or logs to AWS CloudWatch. Setup can be done using AWS CloudFormation or HashiCorp Terraform. Specific AWS services supported include, but are not limited to, Amazon API Gateway, Amazon EC2, Amazon ECS, Amazon EKS, AWS Lambda, Amazon S3, and Amazon RDS. Honeycomb also supports AWS PrivateLink for creating a private connection to Honeycomb’s API over AWS networks. Honeycomb itself is built on AWS.
• AWS Marketplace: Honeycomb is available for purchase on the AWS Marketplace. This allows customers to use their AWS Marketplace Standard Contract and AWS billing, including Enterprise Discount Program (EDP) credits. Private offers can also be arranged.
• Microsoft Azure Integrations: Honeycomb can be integrated with Microsoft Azure services. While direct, pre-built integrations for specific Azure services like those for AWS are less prominently detailed on its website, Honeycomb supports ingesting data from Azure environments, often utilizing OpenTelemetry. For instance, Honeycomb can ingest HTTP Access Logs from Azure AppService by using Azure Event Hubs and Azure Functions. Honeycomb also supports Single Sign-On (SSO) with Microsoft Entra ID (formerly Azure Active Directory) for authentication.
• Microsoft Azure Marketplace: Honeycomb Enterprise is listed on the Microsoft Azure Marketplace. This provides a way for Azure customers to procure Honeycomb, with options for custom pricing and private contracts.
• Google Cloud Integrations: Honeycomb integrates with Google Cloud services. For example, Google Cloud Build is a supported CI/CD platform that can be used with Honeycomb’s `buildevents` binary to instrument build pipeline systems and send trace telemetry to Honeycomb. Honeycomb also details how its Query Assistant can be used with AI products like Google’s Gemini, indicating an ability to work within Google Cloud environments. While not an exhaustive list of direct service integrations like those for AWS, Honeycomb can ingest data from Google Cloud, often leveraging OpenTelemetry. Some third-party services also offer to connect Honeycomb data to Google BigQuery.
• Google Cloud Marketplace: A search for “Honeycomb” on the Google Cloud Marketplace (https://console.cloud.google.com/marketplace/browse?q=Honeycomb) does not yield a direct listing for Honeycomb’s primary observability platform. However, Honeycomb is mentioned as a partner in the context of building and selling solutions on Google Cloud.

Key People

• CEO and Co-Founder: Christine Yen
• CTO and Co-Founder: Charity Majors
• VP of Engineering: Emily Nakashima
• Chief Revenue Officer: Matt Nelson
• Chief Marketing Officer: Julie Neumann
• COO: Jeff Gray
• VP of Product: Megan Gleason
• Head of Ecosystem and Partnerships: George Miranda
• Chief of Staff: Ben Darfler
• VP of Customer Success: Manny Alves
• VP of Finance: Chris Wasik

Key Facts

• Headquarters Location: San Francisco, CA.
• Number of Employees: Approximately 128-267.
• Annual Revenue: Approximately $43.6M – $50M.
• Parent Company: None.
• Subsidiary Companies: Grit.
• Publicly Listed: No.

Analyst Recognition

Honeycomb has been recognized by Gartner and Forrester in the observability and Application Performance Monitoring (APM) categories.

• Gartner: Honeycomb was named a Visionary in the 2024 Gartner® Magic Quadrant™ for Observability Platforms. This was the third consecutive year Honeycomb was recognized for its Ability to Execute and Completeness of Vision in this report. Previously, Gartner named Honeycomb a Leader in the Magic Quadrant for Application Performance Monitoring (APM) and Observability in both 2022 and 2023.
• Forrester: Forrester Consulting conducted a Total Economic Impact™ (TEI) study on behalf of Honeycomb, which quantified the benefits organizations experience when choosing Honeycomb, such as a significant return on investment and cost savings from faster incident response and prevention. This study highlights Honeycomb’s role in improving uptime, performance, and reducing developer churn.
• IDC: There is no specific mention of Honeycomb in the provided search results related to IDC’s analyst recognitions for technology vendors in the observability or APM space. The search results for IDC point to different organizations or general IT awards.
• Everest Group: There is no specific mention of Honeycomb in the provided search results related to Everest Group’s analyst recognitions for technology vendors in the observability or APM space. The search results for Everest Group refer to a reinsurance and insurance provider or a research firm focused on broader business and IT services, without specific mentions of Honeycomb.