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Head-to-head · Log Analysis Software

Google Cloud Logging vs Grafana Loki

  • Updated Oct 2026
  • Both researched from official sources
  • 1 check side by side
Higher score Google Cloud Logging #5 in Log Analysis Software 8.9/10 Free plan Free plan✓ 0 of 1 features Visit Google Cloud
Grafana Loki #7 in Log Analysis Software 8.7/10 Free plan Free plan✓ 0 of 1 features Visit Grafana Loki

Google Cloud Logging leads on 0 checks, Grafana Loki on 0, and 1 is even. Who comes out ahead on the 1 yes/no, price and count check where we have data for both products. The editor score weighs everything else too.

Our verdict

  • Highest scoreGoogle Cloud Logging · 8.9/10
  • Free planboth

Google Cloud Logging scores higher on our rubric for log analysis software: 8.9 against 8.7 out of 10; our editors rank them #5 and #7.

On deployment, Grafana Loki gives you Self-hosted where Google Cloud Logging offers Cloud.

Google Cloud Logging is the better fit for google Cloud teams needing searchable, routed logs. Grafana Loki is the better fit for grafana users wanting open-source log storage.

  • Google Cloud Logging fits best

    Google Cloud teams needing searchable, routed logs

  • Grafana Loki fits best

    Grafana users wanting open-source log storage

Advertiser disclosure: iTechGuides is reader-supported. Vendors can pay for top positions in our rankings and for a place on other products' pages, and we may earn a commission when you click some links. Bought places stand at the number bought; this page and our disclosure say so. Paying vendors may get a fuller, more detailed review from our editors, and that review can change their score. How we rank.

Side by side

Feature Google Cloud Logging 8.9/10 Visit ↗ Grafana Loki 8.7/10 Visit ↗
At a glance
Editor score 8.9 8.7
Ranking #5 in Log Analysis Software #7 in Log Analysis Software
Best for Google Cloud teams needing searchable, routed logs Grafana users wanting open-source log storage
Pricing model Free plan + paid Free
Starting price $0.01/GB/mo Free plan
Free plan ✓ ✓
Free trial — —
Deployment Cloud Self-hosted
Platforms Web Linux
Support Docs, Community Docs, Community
Integrations 4 integrations 3 integrations
Built for Small business, Mid-market, Enterprise Small business, Mid-market, Enterprise
Features Google Cloud Logging 0/1 · Grafana Loki 0/1
Log alerts Not checked yet Not checked yet
Specs
Deployment Cloud Self-hosted
Log retention Not checked yet Not checked yet
Query language Not checked yet Not checked yet
Free ingestion limit Not checked yet Not checked yet
Log source integrations Not checked yet Not checked yet
Our review
Pros
  • Search logs with Logs Explorer, SQL-based analysis, and live tailing
  • Route filtered log entries to Cloud Storage, BigQuery, and Pub/Sub
  • Create log-based metrics and alerting policies
  • Query logs with LogQL and tail incoming data in real time.
  • Choose self-hosted storage or managed Grafana Cloud Logs.
  • Integrate with Grafana, Prometheus, Kubernetes, and object-storage services.
Cons
  • Paid ingestion is $0.50/GiB after the monthly free allotment
  • Usage-based pricing can make ingestion costs harder to predict
  • Its managed cloud deployment may not suit teams seeking open-source software
  • Indexes labels rather than full log text, narrowing search approach.
  • Grafana Cloud Logs Pro adds usage charges beyond its included ingestion.
  • Cloud Free retention is 14 days; longer retention requires Pro or self-management.
Our verdict

Google Cloud Logging collects, stores, searches, analyzes, monitors, and routes log data. It automatically collects logs from Google Cloud resources and accepts logs from applications, on-premises systems, and other cloud providers. Google…

Read the review →

Grafana Loki is an open-source log aggregation system for storing and querying application and infrastructure logs. It suits teams already working in Grafana that want log storage alongside their monitoring workflows, including those who…

Read the review →
  1. Google Cloud LoggingLog Analysis Software 8.9Free plan
  2. Grafana LokiLog Analysis Software 8.7Free plan

Strengths and trade-offs

  • Google Cloud Logging — where it wins

    • Search logs with Logs Explorer, SQL-based analysis, and live tailing
    • Route filtered log entries to Cloud Storage, BigQuery, and Pub/Sub
    • Create log-based metrics and alerting policies

    Where it doesn't

    • Paid ingestion is $0.50/GiB after the monthly free allotment
    • Usage-based pricing can make ingestion costs harder to predict
    • Its managed cloud deployment may not suit teams seeking open-source software

  • Grafana Loki — where it wins

    • Query logs with LogQL and tail incoming data in real time.
    • Choose self-hosted storage or managed Grafana Cloud Logs.
    • Integrate with Grafana, Prometheus, Kubernetes, and object-storage services.

    Where it doesn't

    • Indexes labels rather than full log text, narrowing search approach.
    • Grafana Cloud Logs Pro adds usage charges beyond its included ingestion.
    • Cloud Free retention is 14 days; longer retention requires Pro or self-management.

More comparisons

All log analysis software comparisons → · Full ranking →

Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026

Last updated · How we research and update