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Dev Tools · Startup idea

Open-source observability: the Datadog alternative that doesn't bankrupt you

Datadog made a $40B business out of observability. The OSS alternatives (SigNoz, OpenObserve, Highlight) are 18 months behind on features but 100x cheaper. The next leader fills the gap.

Why now

OpenTelemetry standardized the data shape. ClickHouse made the backend tractable. Anyone can build a Datadog clone in 2026, the bet is which OSS team has the best DX wins the market.

The idea you could build today

OpenTelemetry-native ingest. ClickHouse or Apache Druid for the trace + log store. Grafana-style frontend. Charge for the hosted version, ship the OSS version under Apache 2.0. Per-GB ingest pricing under $0.20.

Build stack

  • ·OpenTelemetry collector
  • ·ClickHouse or Druid
  • ·Grafana for the dashboards
  • ·Vercel for the hosted SaaS frontend

The three repos already trying

Pulled live from our current-period signal index.

  1. #1bruin-dataData Infrastructure

    Bruin is an end-to-end data platform with built-in data quality, observability, and governance.

    Engineering hiring burst

    +19%

    14-day velocity Δ

    13 contributors

  2. #2SigNozData Infrastructure

    Open source Observability Platform

    Deceleration

    -45%

    14-day velocity Δ

    207 contributors

  3. #3ciliumData Infrastructure

    eBPF-based Networking, Security, and Observability

    Deceleration

    -63%

    14-day velocity Δ

    398 contributors

Matched against the current-period startup signal panel (developer-tools, data-infrastructure). Rankings shift weekly as the underlying GitHub activity moves. Read the methodology.

The seed-round pattern hiding in the trendline

OSS observability repos with sudden contributor surges around the "hosted backend" or "single-binary" milestone are the seed-round leads.

Frequently asked

What about SigNoz / OpenObserve?+

They're the current leaders. The next wave is the OTel-first project with first-class agent / LLM trace support and a managed SaaS that prices under SigNoz Cloud.

Use the signal, not just the idea

Watch this idea live, every week.

The repos above re-rank automatically as commit velocity, contributor growth, and new-repo creation move. Want the data feed for this idea wired into your own stack? The MCP server exposes every signal as a tool any agent host can query.

Related ideas

Updated 2026-08-25. The framing is editorial; the “three repos already trying” slot is generated from the live signal panel. Anonymity rule: we name public GitHub orgs, never individual founders or stealth teams.

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