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Time-Series PostgreSQL at Petabyte Scale vs InfluxData

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

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Time-Series PostgreSQL at Petabyte Scale versus InfluxData
CompareTime-Series PostgreSQL at Petabyte ScaleInfluxData
VerdictDependsDepends
Best forIoT and metrics ingestion at scaleIoT and sensor-data teams
Who it's not forSmall apps . plain Postgres handles modest metrics fineOrdinary app or business data . use Postgres
PrivacyOne known privilege-escalation CVE in TimescaleDB 2.8.0-2.9.2; no breaches found in sources reviewed.⁴SOC 2 certified; several critical CVEs exist in older self-managed versions, patched in current releases.
Support qualityNo support evidence in sourcesNo direct support evidence found
Public sentimentG2 reviewers consistently praise ease of use, intuitive interface, and fast data processing.⁵G2 averages 4.5/5, but Reddit and forum threads show recurring frustration with breaking version migrations, Flux, and serverless onboarding.11
Biggest gotchaEnterprise pricing is quote-only . costs stay opaque until you negotiate¹Usage-based cloud pricing 'varies significantly'; third parties document hidden costs14

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 InfluxData when

  • IoT and sensor-data teams
  • Industrial (IIoT) monitoring
  • DevOps metrics with Grafana
  • High-volume time-series at scale

When InfluxData is not a fit

  • Ordinary app or business data . use Postgres
  • Small projects wanting version stability
  • Teams without bandwidth for repeated migrations
  • Budget-sensitive buyers fearing usage-based bills

Sources

  1. Tiger Data official sitetigerdata.com
    official
  2. TimescaleDB on GitHubgithub.com
    official
  3. Product security pagetimescale.com
    security
  4. Timescale CVEs . OpenCVEopencve.alliance.unm.edu
    security
  5. G2 reviews . Tiger Datag2.com
    review
  6. How TimescaleDB helped Cloudflare scale analyticsblog.cloudflare.com
    news
  7. Timescale raises $40M Series Bventurebeat.com
    news
  8. Timescale is now TigerDatadev.to
    news
  9. TimescaleDB overviewkern-it.be
    review
  10. Deploy TimescaleDB on Railwayrailway.com
    review
  11. InfluxDB Reviews . G2g2.com
    review
  12. InfluxData seller reviews . G2 (4.5/5, 103 reviews)g2.com
    review
  13. InfluxDB Pricing & Review: Cost Models, Hidden Costs . CubeAPMcubeapm.com
    review
  14. InfluxData Software Pricing . Vendrvendr.com
    review
  15. Upgrading InfluxDB from v1.x to v2.x . Redditreddit.com
    review
  16. Horrible developer experience with Influx serverless . Communitycommunity.influxdata.com
    review