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Time-Series PostgreSQL at Petabyte Scale vs VictoriaMetrics

Time-Series PostgreSQL at Petabyte Scale and VictoriaMetrics both land on Depends.

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Time-Series PostgreSQL at Petabyte Scale versus VictoriaMetrics
CompareTime-Series PostgreSQL at Petabyte ScaleVictoriaMetrics
VerdictDependsDepends
Best forIoT and metrics ingestion at scaleKubernetes teams outgrowing Prometheus
Who it's not forSmall apps . plain Postgres handles modest metrics fineSmall teams monitoring a handful of services
PrivacyOne known privilege-escalation CVE in TimescaleDB 2.8.0-2.9.2; no breaches found in sources reviewed.⁴Actively maintained with published security certifications, but several 2025-2026 CVEs require prompt patching.
Support qualityNo support evidence in sourcesNo user evidence on support responsiveness
Public sentimentG2 reviewers consistently praise ease of use, intuitive interface, and fast data processing.⁵Users consistently praise speed, low resource use, and Prometheus compatibility at scale, with some questioning the multi-component stack's complexity.
Biggest gotchaEnterprise pricing is quote-only . costs stay opaque until you negotiate¹VictoriaMetrics Cloud minimum is ~$190/month for the smallest tier12

Pick Time-Series PostgreSQL at Petabyte Scale when

  • IoT and metrics ingestion at scale
  • Postgres shops needing time-series
  • Observability and monitoring backends
  • Teams wanting full SQL on time-series

When Time-Series PostgreSQL at Petabyte Scale is not a fit

  • Small apps . plain Postgres handles modest metrics fine
  • Teams with no SQL or Postgres experience
  • Workloads that aren't time-series shaped
  • Buyers needing published, predictable pricing

Pick VictoriaMetrics when

  • Kubernetes teams outgrowing Prometheus
  • High-cardinality, high-volume metrics at scale
  • Cost-sensitive infrastructure teams
  • Self-hosters wanting open source observability

When VictoriaMetrics is not a fit

  • Small teams monitoring a handful of services
  • Buyers wanting zero-ops SaaS dashboards (Cloud starts ~$190/mo)
  • Non-technical teams without DevOps capacity
  • Simple setups where plain Prometheus already suffices

Sources

  1. official
  2. official
  3. security
  4. Timescale CVEs . OpenCVEopencve.alliance.unm.edu
    security
  5. review
  6. news
  7. news
  8. news
  9. review
  10. review
  11. official
  12. VictoriaMetrics Cloud billing docsdocs.victoriametrics.com
    official
  13. official
  14. official
  15. security
  16. security