Prompt

What should I use instead of InfluxDB for metrics storage?

Technology / Databases1 observationLast seen Oct 4, 2026

Latest observation

Oct 4, 2026OpenAI APIWeb search: off

It depends on what you mean by “instead of InfluxDB”:

  • If you want Prometheus-style metrics: use Prometheus for scraping and short/medium retention, plus long-term storage via Thanos, Cortex, or Grafana Mimir.
  • If you want a general-purpose time-series database: consider TimescaleDB (PostgreSQL-based), VictoriaMetrics, or QuestDB.
  • If you want logs + metrics + traces in one stack: consider Grafana Loki for logs, Prometheus/Mimir for metrics, and Tempo for traces.
  • If you need high ingest and simple ops: VictoriaMetrics is often the closest practical replacement for metrics.
  • If you want SQL and easier analytics: TimescaleDB or even ClickHouse can work well.

Quick recommendations

  • Best drop-in-ish replacement for metrics: VictoriaMetrics
  • Best ecosystem/support: Prometheus + Mimir/Thanos
  • Best if you already use PostgreSQL: TimescaleDB
  • Best for large-scale analytics on metric-like data: ClickHouse

How to choose

Pick based on:

  • Write rate / cardinality
  • Retention period
  • Need for PromQL compatibility
  • Operational simplicity
  • Whether you need alerting and dashboards built-in

If you tell me:

  1. your ingest rate,
  2. retention,
  3. whether you use PromQL,
  4. cloud vs self-hosted,

I can suggest the best concrete replacement.

Observation history

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