Google Cloud Operations pricing guide details
Pricing Overview
Google Cloud Observability prices its products by data volume or usage, with free data-usage allotments and no upfront fees or commitments. The published pricing covers Cloud Logging, Cloud Monitoring, and Cloud Trace.
For Cloud Logging, non-vended log storage is charged at $0.50/GiB after the first 50 GiB per project per month; that charge includes up to 30 days of log-bucket storage. Logs retained beyond 30 days cost $0.01 per GiB per month. Vended network-log storage is charged at $0.25/GiB and has no listed free allotment. Routing logs, using the Cloud Logging API, Log Analytics upgrades, and Log Analytics SQL queries have no additional Logging charge.
For Cloud Monitoring, byte-ingested monitoring data has a free allotment of the first 150 MiB per billing account for metrics charged by bytes ingested. Above that, the listed rates are $0.2580/MiB for the first 150–100,000 MiB, $0.1510/MiB for the next 100,000–250,000 MiB, and $0.0610/MiB above 250,000 MiB. Managed Service for Prometheus ingestion is priced separately by samples, while uptime checks, synthetic monitors, API reads, and alerting have their own listed pricing and allotments.
Cloud Trace ingestion is $0.20 per million spans after the first 2.5 million spans per billing account. Cloud Profiler has no cost, and Error Reporting itself has no charge, though Error Reporting can generate log entries that incur Cloud Logging costs.
Buyers should estimate expected log volume, metric ingestion model, retention beyond default periods, trace spans, and use of separately priced Monitoring features. The public documentation lists usage rates and allotments, but does not provide a bundled plan price or a total monthly cost for a specific workload.
Plan Comparison
Google Cloud Observability pricing is based on data volume or usage. The pricing summary covers Cloud Logging, Cloud Monitoring, and Cloud Trace:
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| Product | Free allotment | Paid rate | Notes |
|---|---|---|---|
| Cloud Monitoring | First 150 MiB per billing account for metrics charged by bytes ingested | $0.2580/MiB for the first 150–100,000 MiB | Higher volume bands are $0.1510/MiB for the next 100,000–250,000 MiB and $0.0610/MiB above 250,000 MiB. |
| Cloud Logging | First 50 GiB/project/month | $0.50/GiB for logging storage except vended network logs | The charge includes up to 30 days of storage; logs retained longer than 30 days cost $0.01 per GiB per month. |
| Cloud Trace | First 2.5 million spans per billing account | $0.20/million spans | Trace ingestion is charged by ingested spans. |
| Cloud Profiler | No cost | N/A | Google states there is no cost associated with using Cloud Profiler. |
| Error Reporting | No charge for use | N/A | Generated log entries can still incur Cloud Logging costs. |
The pricing page lists additional usage-based charges for services such as Managed Service for Prometheus ingestion, Monitoring API reads, uptime checks, and synthetic monitors. Buyers should confirm which data types and usage volumes apply to their deployment; the public documentation does not provide a single organization-wide free-tier basis because the listed allotments use different scopes.
Hidden Costs and Considerations
Three cost drivers to watch:
- Log ingestion volume spikes can be painful — a GKE cluster with default verbose logging or a chatty microservice can easily exceed 50 GB/month. The workaround is aggressive log-level filtering at the Ops Agent or exporting to BigQuery before retention kicks in.
- Custom metrics are billed per MB of data — high-cardinality custom metrics (user ID, request ID as labels) generate enormous data volumes fast. Use Cloud Monitoring's metric descriptors carefully.
- Log retention past 30 days stacks up — Cloud Logging's default 30-day retention is free; extended retention is billed per GB/month. Export to BigQuery (where storage is $0.02/GB/month and queries are $5/TB scanned) for anything you want to keep longer.
Cloud Profiler and Error Reporting being free is genuinely notable — most commercial APM tools bundle these into paid tiers. For GCP workloads these services are essentially a no-brainer to enable.
Cost Estimates by Team Size
These are rough monthly estimates for GCP-centric workloads with moderate discipline on retention and sampling:
- Solo developer / hobby project: $0. Free tier covers basic metrics, logs, and traces for small GCP usage.
- Small team (5 engineers, 1 production environment): the free allowances (50 GB of logs a month, the first 150 MiB of metrics and 2.5 million trace spans) may cover it; logs above them are $0.50 per GB. Typically driven by log ingestion volume; 50 GB free is enough for most small workloads. Log ingestion from GKE plus custom metrics plus trace volume as tracing coverage increases.
- Large enterprise (100+ engineers, many projects): cost depends on log, metric and trace volume; metric data is $0.2580 per MiB, then $0.1510 and $0.0610 per MiB in higher tiers. At this scale, committed-use contracts plus BigQuery log export become essential for cost optimization.
A practical rule: start with the free tier, enable Cloud Profiler and Error Reporting everywhere (they're free), set up BigQuery log export for retention, and tune log-level filtering before you hit production traffic. Review log volume, routing and retention before setting a budget.
How Google Cloud Operations Pricing Compares
Google Cloud Operations' per-product usage pricing is structurally similar to AWS CloudWatch but with larger free tiers:
- Amazon CloudWatch: Free tier plus per-unit usage billing from $0.50 per GB of metric ingestion. CloudWatch and GCO are direct peers — similar cost structure, GCO has slightly more generous free tiers and free Cloud Profiler/Error Reporting.
- Azure Monitor: Free tier (5 GB/month logs) plus usage-based billing. Azure Monitor's capacity reservations can save up to 36% on ingestion; GCO has no equivalent reservation pricing but offers better free tiers.
- Datadog: Paid plans starting at $15 per host per month (Infrastructure Pro, billed annually) plus usage add-ons. Per-host pricing is more predictable but typically 5-10x as expensive as GCO for GCP-only workloads.
- New Relic: Paid plans starting at $10/month for the first full platform user plus usage. Most expensive of the cloud-native options at entry level.
- Grafana Cloud: Freemium with vendor-quoted enterprise. Pairs cleanly with GCO via OpenTelemetry for teams wanting Grafana dashboards on top of GCO data.
The honest summary: for GCP-only workloads, Cloud Operations is almost always the cheapest floor — free Cloud Profiler and Error Reporting are genuine cost advantages that competitors don't match. For multi-cloud or UX polish, commercial alternatives are worth the premium.