Logs
Instant log filtering and search
Manage diverse logs with the fastest search and filtering capabilities. Leverage OpenTelemetry semantic conventions for context, traces, and metrics, to spot patterns in a blink.
AI-powered Chronosphere Alternative
Observability, Simplified
Ready to take your observability to the next level? Get started with Dash0 today!
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OpenTelemetry-Native
Dash0 is an OpenTelemetry-native observability platform, ensuring seamless, standardized data collection, analysis, and interoperability across modern cloud, serverless, and distributed systems.
Proprietary Ecosystem
Chronosphere accepts OpenTelemetry as an ingestion format but converts OTel metrics into Prometheus-compatible time series internally. Traces and logs are accepted via OTLP but stored and queried on separate product surfaces.
Every Signal, One Experience
Logs, traces, and metrics live in the same data model, the same UI, and the same query language. Click a span and you're looking at correlated logs and infrastructure metrics for that resource instantly. No tab-switching, no rebuilding context in a different interface.
Bolted-On Signals
Chronosphere was built as a metrics engine first and added logs and traces later. Each signal type has its own explorer and query surface and cross-signal correlation requires navigating between separate tools rather than clicking through a unified resource model.
Easy To Use
Dash0's intuitive, minimalist UI streamlines observability with smart color cues, keyboard navigation, and effortless querying - no PromQL required.
High Complexity
Chronosphere's platform is built for large engineering organisations and reflects that in its complexity. Configuring and tuning the Control Plane, navigating multiple signal explorers, and managing IaC workflows requires dedicated operational expertise.
Open Standards
Dash0 works with any standard OTel collector and stores your dashboards as Perses JSON and alerts in Prometheus formats. Every configuration you build is version-controlled, portable, and yours to take if you switch vendors.
Vendor Lock-In
Dashboards, alert configs, Control Plane rules, not to mention are stored in Chronosphere's proprietary schema, so migrating means rebuilding from scratch. With Palo Alto Networks now owning the platform, its long-term direction is shaped by a security vendor's roadmap.
Full Resource-based Context & Navigation
Dash0's resource-centric approach seamlessly correlates logs, spans, and metrics using semantic conventions, enabling one-click navigation for effortless troubleshooting.
Manual Configuration
Chronosphere has a metrics QueryBuilder, a separate log query interface, and a Trace Explorer. Cross-signal investigation means navigating between tools and reconstructing context manually.
Simple Pricing
Dash0 charges per data point ingested: $0.20 per million metrics, $0.60 per million spans or log records. No seat licenses, no hidden fees. Built-in spam filters drop noisy telemetry before you get charged.
Obscure & Expensive Pricing
Chronosphere does not publicly list pricing. Costs are based on volume of data retained after Control Plane shaping, plus trace quotas and behavior-based controls. Realizing savings through the Control Plane requires sustained configuration investment.
OTel-native Spam Filter
Flag any log, span, or metric as spam in two clicks so that such data never reaches ingestion. Filter rules export to OTTL, so they stay portable.
Powerful but High-Maintenance
The Control Plane has driven significant data reductions for customers via utility scoring, quotas, and aggregation rules. The trade-off is ongoing configuration overhead as systems evolve.
AI Built on OTel, Not Bolted On
A guild of specialized AI agents built into Dash0, operating on the native OTel data model. Incident triage, query building, trace analysis, onboarding, dashboard creation, and frontend performance investigation, all explainable.
AI via Proprietary Knowledge Graph
Chronosphere's AI-Guided Troubleshooting uses a proprietary Temporal Knowledge Graph. DDx offers guided, queryless root cause analysis. Both launched in limited availability in late 2025, tied to Chronosphere's internal data model.
Triage & Root Cause Analysis
Draw a box around any anomaly on the tracing heat map and Dash0 instantly compares those spans or logs against a baseline, surfacing which attributes correlate with the problem. Works across traces, logs, and web events.
Differential Diagnosis (DDx)
DDx guides engineers from a metric anomaly to trace-level root cause through a structured, queryless workflow. It is systematic and repeatable, but operates across separate signal explorers rather than a unified visual selection.
Ready to take your observability to the next level? Get started with Dash0 today!
Why choose Dash0 vs. Chronosphere?
Features
Independent company
OpenTelemetry-native
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Easy to set up and use
Open standards for alerts and dashboards
Full resource-based context and navigation
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Transparent pricing
Telemetry spam filter
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AI improved logs
Triage root cause analysis
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Integration hub
Infrastructure as code
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Control Plane for cost governance
Enterprise-scale performance
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Telemetry Pipeline
Trusted by
Observability in Minutes, not Months
No complex setups, no maintenance - all the context for your logs, metrics and traces.
Metrics
Monitor the metrics that matter
Centralize Prometheus & OpenTelemetry metrics to monitor your infrastructure and service with ease. Use proven dashboards, integrations and alerts with full context, based on OpenTelemetry semantic conventions.
Traces
Each request, explained
Spot errors and bottlenecks: real-time search and filtering capabilities for all high cardinal attributes. Get heatmap drilldowns, trace details, and context for events, logs, and resources on one page.
Dashboards
Visualize your data with ease
Perses lets you build powerful dashboards to visualize metrics, logs, and traces. Customize with built-in variables, use pre-made dashboards, and manage them as code to align with your releases.
AI
AI is an implementation detail
At Dash0 we believe that the best AI feature is the one you love without knowing it’s AI. We use LLMs, ML and other AI technologies to reduce repetitive work, enhancing your telemetry safely—no hallucinations.
Integrations
Instant observability for your entire stack
Leverage our pre-built integrations, dashboards, alerts, and views. Get started instantly with one click — no customization required.