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CDviz vs Datadog CI Visibility ​

Looking for a self-hosted or open-source Datadog CI Visibility alternative? This page compares CDviz and Datadog CI Visibility for teams evaluating cost, data ownership, and vendor lock-in.

CDviz is an open-source platform with self-hosted and SaaS options. Datadog CI Visibility is a fully-managed commercial service. They target different constraints.

Last updated February 2026. Corrections welcome.

At a glance ​

CDvizDatadog CI Visibility
LicenseApache 2.0Proprietary
Self-hosted✅❌
SaaS option⏳ waitlist✅
Commercial support✅✅ (included)
Data ownership✅ full❌ vendor-hosted
CDEvents standard✅❌
DORA metrics✅✅
Pipeline visibility✅✅
Beyond monitoring: trigger workflows✅❌
Test analytics⏳ in progress✅
APM / infra correlation❌✅ (native)
Customizable storage backends✅ (PostgreSQL, ClickHouse…)❌
VisualizationGrafana, BI, AI agents, MCP, IDPbuilt-in dashboards
CostInfra + optional supportPer-host / per-pipeline pricing

Key differences ​

  • Data sovereignty: With CDviz, your SDLC data stays in your infrastructure (or with CDviz on the waitlist SaaS). Datadog sends all pipeline and test data to Datadog servers.
  • Observe and act: CDviz events can trigger downstream workflows — the same event stream drives both observability and automation. Datadog CI is monitoring-only.
  • Open standard: CDviz is built on CDEvents, making your event data portable and vendor-agnostic. Datadog uses a proprietary trace/span model.
  • Customization: CDviz lets you enrich events at ingestion, choose your storage backend (PostgreSQL, ClickHouse…), and connect any visualization or reporting tool — Grafana, BI platforms, AI agents, MCP-connected tools, Internal Developer Platforms. Datadog is a closed ecosystem.
  • Cost model: CDviz self-hosted is free (infra costs only), with optional commercial support that is typically cheaper than the total cost of a Datadog contract at scale. Datadog pricing scales steeply with pipeline usage.
  • Operational burden: Datadog requires near-zero ops. CDviz self-hosted requires operating PostgreSQL, Grafana, and the collector — offset by commercial support or the upcoming SaaS option.

When to choose CDviz ​

  • Data ownership or privacy regulations make vendor-hosted SaaS unacceptable.
  • You want events to trigger workflows — not just observe them.
  • Your organization is adopting the CDEvents open standard.
  • You need flexible storage or reporting (BI, AI agents, MCP, IDP integrations).
  • You want to avoid per-seat or per-pipeline vendor pricing.
  • You want commercial support without vendor lock-in (contact us).

When to choose Datadog CI Visibility ​

  • You already use Datadog for APM/infra monitoring and want native correlation.
  • Your team wants zero operational overhead.
  • You need rich test analytics (flaky tests, historical trends) out of the box.
  • Speed-to-value outweighs cost and data-residency concerns.

Summary ​

Datadog CI is the fastest zero-ops path if you are already in the Datadog ecosystem. CDviz is the right choice when data ownership, open standards, event-driven automation, and cost control matter — with commercial support available to reduce operational risk.

Get started with CDviz

Self-host CDviz — free, Apache 2.0. Or join the SaaS waitlist.

FAQ ​

Can CDviz replace Datadog for APM and infrastructure monitoring? No. CDviz is SDLC-specific (deployments, pipelines, artifacts). Datadog covers full-stack APM, infra, and logs.

Does Datadog CI Visibility support CDEvents? No. Datadog uses a proprietary trace/span model tied to the Datadog agent.

Is CDviz free? Yes — Apache 2.0. No per-pipeline pricing; infrastructure costs only when self-hosted. Optional commercial support.