What is
Dash0
?
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At a glance
Field | Value |
|---|---|
Primary use case | Unified application and infrastructure observability, troubleshooting, and automated incident analysis |
Deployment type | Cloud observability platform with Kubernetes operator-based telemetry collection |
Pricing model | Free trial available; paid pricing model not specified |
API compatibility | OpenTelemetry, PromQL, SQL, API, MCP |
Supported integrations | Langtrace, TrueFoundry AI Gateway, Fluent Bit, Ruby, Linkerd, OpenTelemetry Kubernetes Operator, ilert, Nobl9 |
Source type | Dual |
Cloud provider | Cloud Agnostic |
Required skills | OpenTelemetry instrumentation and telemetry integration; PromQL or SQL for querying; Kubernetes knowledge for operator-based collection |
AEP branch | Tooling |
AEP category | Observability Plane |
AEP subcategory | OTel-native Platforms |
Profile
Dash0 is an observability platform in the OTel-native Platforms AEP level. Its SignalStore is an OpenTelemetry-native data platform that stores logs, metrics, traces, profiles, events, and real user monitoring data in the customer’s cloud. The platform provides PromQL, SQL, CLI, and API access, and supports an MCP server for human and agent access to the same data.
Dash0 brings application and infrastructure observability together, with capabilities for APM, real user monitoring, infrastructure, and LLMs and agents. Its website describes Observability, Darkplane, and Agent0 as products built on SignalStore, sharing signals, context, and tools.
Focus
Dash0 is for developers and teams monitoring applications and production systems. It helps users investigate application and infrastructure issues by bringing telemetry into one place and supporting navigation between logs, traces, and metrics. The platform also presents incident analysis and automated remediation capabilities through Agent0.
Background
The supplied research identifies Dash0’s acquisition of Polar Signals but does not provide the company’s founding date or funding history. Dash0 publishes the Dash0 Kubernetes operator on GitHub; its repository describes gathering OpenTelemetry data from supported workloads and enabling automatic log collection and metrics. The available company-background research does not establish further open-source contributions.
Features
OpenTelemetry-native SignalStore
Dash0 brings multiple telemetry types into one data platform, allowing users to inspect related signals together. SignalStore is built on OpenTelemetry and stores logs, metrics, traces, profiles, events, and real user monitoring data in the customer’s cloud.
Open query and access interfaces
Dash0 provides access to telemetry through familiar query options and interfaces. SignalStore supports PromQL and SQL, with CLI and API access; the platform also provides an MCP server so humans and AI agents can query the same data.
Application and infrastructure observability
Dash0 helps teams monitor systems and investigate production issues across application performance, real user monitoring, infrastructure, and LLMs and agents. Its interface supports navigation between logs, traces, and metrics, while customers describe filtering on attributes and exploring tracing trees.
Kubernetes operator-based collection
The Dash0 operator helps gather OpenTelemetry data from workloads, including automatic log collection and metrics. The repository notes support for a selection of runtimes, and the OpenTelemetry Kubernetes Operator is listed among the supported integrations.
Incident analysis and remediation
Dash0 positions Agent0 for production automation and lists live insights, root cause analysis, auto-fix, and auto-tune among its capabilities. The website identifies auto-tune as coming soon and automations as new.
Pros and cons
Pros
Built around OpenTelemetry, with PromQL and SQL support and an option to export data without relying on a proprietary format.
Brings logs, metrics, traces, profiles, events, and real user monitoring data into SignalStore, supporting cross-signal troubleshooting.
Customer testimonials on Dash0’s website highlight attribute filtering, tracing-tree navigation, and moving between logs, traces, and metrics.
The available review summary reports customer support as a positive theme, with users describing the team as helpful and responsive.
Cons
The supplied research does not specify paid pricing, so it does not provide enough information to compare ongoing costs.
The available review research does not identify a concrete product limitation; it provides a positive customer-support theme rather than specific drawbacks.
FAQs
Frequently asked questions
What does Dash0 integrate with?
Dash0 supports integrations with Langtrace, TrueFoundry AI Gateway, Fluent Bit, Ruby, Linkerd, OpenTelemetry Kubernetes Operator, ilert, and Nobl9.
How does Dash0 collect and query telemetry?
Dash0 collects telemetry using OpenTelemetry, including through its Kubernetes operator, and stores logs, metrics, traces, profiles, events, and real user monitoring data in SignalStore in the customer’s cloud. Users can query the data with PromQL and SQL and access it through the CLI, API, and MCP server.
What does Dash0 cost?
Dash0’s pricing model is: Free trial available; paid pricing model not specified.
What is required to use Dash0?
Dash0 requires OpenTelemetry instrumentation and telemetry integration; PromQL or SQL for querying; Kubernetes knowledge for operator-based collection.
Can Dash0 be self-hosted?
Dash0 is a Cloud observability platform with Kubernetes operator-based telemetry collection; the available product research says it has no self-hosted option yet.
