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Observability Cost Calculator

Enter your telemetry usage and compare costs using Datadog and Grafana Cloud published pricing — plus New Relic, Splunk, Elastic, SigNoz, and self-hosted on AWS, Azure, and GCP. No signup. No sales pitch.

Sample cost comparisons (static tables)

Pre-rendered monthly estimates for common infrastructure profiles. These tables are available without JavaScript for search engines, AI crawlers, and no-JS clients. All figures use published list pricing — use the interactive calculator to customize your stack.

Small team

Early-stage startup: 5 VMs, 3 microservices, medium log verbosity, 14-day retention, 5 dashboard users.

VMs5
K8s clusters0
Pods / cluster0
Services3
Derived hosts5
Derived logs15 GB/day
Metric series1,500
Spans/min600

Result: Elastic Serverless from $54/mo to Dynatrace at $1,574/mo — up to 97% ($1,520/mo) between cheapest and most expensive. Self-hosted AWS stacks include $1,200/mo SRE overhead.

Monthly observability cost estimates by vendor for Small team
Vendor / stackTypeMonthlyAnnualvs cheapest
Elastic Serverless(cheapest)Managed$54$648
SigNoz CloudManaged$165$1,980+$111 (+206%)
Grafana CloudManaged$215$2,580+$161 (+298%)
GCP Cloud OperationsCloud-native$220$2,640+$166 (+307%)
New RelicManaged$341$4,092+$287 (+531%)
Elastic Cloud (Hosted)Managed$500$6,000+$446 (+826%)
AWS CloudWatchCloud-native$818$9,816+$764 (+1415%)
Azure MonitorCloud-native$864$10,368+$810 (+1500%)
DatadogManaged$1,114$13,368+$1,060 (+1963%)
Splunk (Cisco)Managed$1,250$15,000+$1,196 (+2215%)
O2 on AWSSelf-hosted$1,327$15,924+$1,273 (+2357%)
LGTM on AWSSelf-hosted$1,488$17,856+$1,434 (+2656%)
ClickHouse on AWSSelf-hosted$1,557$18,684+$1,503 (+2783%)
SigNoz on AWSSelf-hosted$1,559$18,708+$1,505 (+2787%)
DynatraceManaged$1,574$18,888+$1,520 (+2815%)

List pricing as of May 2026. Adjust inputs in the calculator →

Mid-size SaaS

Growth-stage SaaS: 10 VMs, 1 Kubernetes cluster (50 pods), 15 services, 30-day retention, 25 users.

VMs10
K8s clusters1
Pods / cluster50
Services15
Derived hosts12
Derived logs45 GB/day
Metric series16,000
Spans/min3,000

Result: Elastic Serverless from $209/mo to AWS CloudWatch at $4,986/mo — up to 96% ($4,777/mo) between cheapest and most expensive. Self-hosted AWS stacks include $2,500/mo SRE overhead.

Monthly observability cost estimates by vendor for Mid-size SaaS
Vendor / stackTypeMonthlyAnnualvs cheapest
Elastic Serverless(cheapest)Managed$209$2,508
SigNoz CloudManaged$701$8,412+$492 (+235%)
Elastic Cloud (Hosted)Managed$733$8,796+$524 (+251%)
GCP Cloud OperationsCloud-native$841$10,092+$632 (+302%)
Grafana CloudManaged$938$11,256+$729 (+349%)
New RelicManaged$1,703$20,436+$1,494 (+715%)
O2 on AWSSelf-hosted$2,650$31,800+$2,441 (+1168%)
ClickHouse on AWSSelf-hosted$2,998$35,976+$2,789 (+1334%)
SigNoz on AWSSelf-hosted$3,000$36,000+$2,791 (+1335%)
LGTM on AWSSelf-hosted$3,365$40,380+$3,156 (+1510%)
Azure MonitorCloud-native$3,491$41,892+$3,282 (+1570%)
Splunk (Cisco)Managed$3,540$42,480+$3,331 (+1594%)
DatadogManaged$3,802$45,624+$3,593 (+1719%)
DynatraceManaged$4,372$52,464+$4,163 (+1992%)
AWS CloudWatchCloud-native$4,986$59,832+$4,777 (+2286%)

List pricing as of May 2026. Adjust inputs in the calculator →

Enterprise

Large org: 50 VMs, 3 K8s clusters (200 pods each), 60 microservices, 30-day retention, 100 users.

VMs50
K8s clusters3
Pods / cluster200
Services60
Derived hosts70
Derived logs330 GB/day
Metric series99,000
Spans/min12,000

Result: Elastic Serverless from $1,506/mo to Dynatrace at $29,956/mo — up to 95% ($28,450/mo) between cheapest and most expensive. Self-hosted AWS stacks include $4,000/mo SRE overhead.

Monthly observability cost estimates by vendor for Enterprise
Vendor / stackTypeMonthlyAnnualvs cheapest
Elastic Serverless(cheapest)Managed$1,506$18,072
SigNoz CloudManaged$4,760$57,120+$3,254 (+216%)
O2 on AWSSelf-hosted$5,055$60,660+$3,549 (+236%)
Elastic Cloud (Hosted)Managed$5,271$63,252+$3,765 (+250%)
GCP Cloud OperationsCloud-native$6,056$72,672+$4,550 (+302%)
ClickHouse on AWSSelf-hosted$6,547$78,564+$5,041 (+335%)
SigNoz on AWSSelf-hosted$6,556$78,672+$5,050 (+335%)
Grafana CloudManaged$6,887$82,644+$5,381 (+357%)
LGTM on AWSSelf-hosted$7,497$89,964+$5,991 (+398%)
New RelicManaged$8,879$106,548+$7,373 (+490%)
AWS CloudWatchCloud-native$19,883$238,596+$18,377 (+1220%)
Splunk (Cisco)Managed$24,700$296,400+$23,194 (+1540%)
DatadogManaged$26,026$312,312+$24,520 (+1628%)
Azure MonitorCloud-native$27,625$331,500+$26,119 (+1734%)
DynatraceManaged$29,956$359,472+$28,450 (+1889%)

List pricing as of May 2026. Adjust inputs in the calculator →

Kubernetes-heavy

Cloud-native platform: 5 K8s clusters, 150 pods per cluster, 80 microservices, minimal bare-metal VMs.

VMs5
K8s clusters5
Pods / cluster150
Services80
Derived hosts30
Derived logs240 GB/day
Metric series116,500
Spans/min16,000

Result: Elastic Serverless from $1,123/mo to AWS CloudWatch at $20,982/mo — up to 95% ($19,859/mo) between cheapest and most expensive. Self-hosted AWS stacks include $4,000/mo SRE overhead.

Monthly observability cost estimates by vendor for Kubernetes-heavy
Vendor / stackTypeMonthlyAnnualvs cheapest
Elastic Serverless(cheapest)Managed$1,123$13,476
Elastic Cloud (Hosted)Managed$3,930$47,160+$2,807 (+250%)
SigNoz CloudManaged$4,279$51,348+$3,156 (+281%)
New RelicManaged$4,894$58,728+$3,771 (+336%)
O2 on AWSSelf-hosted$4,897$58,764+$3,774 (+336%)
GCP Cloud OperationsCloud-native$4,922$59,064+$3,799 (+338%)
Grafana CloudManaged$5,083$60,996+$3,960 (+353%)
ClickHouse on AWSSelf-hosted$6,262$75,144+$5,139 (+458%)
SigNoz on AWSSelf-hosted$6,549$78,588+$5,426 (+483%)
LGTM on AWSSelf-hosted$6,650$79,800+$5,527 (+492%)
Splunk (Cisco)Managed$16,500$198,000+$15,377 (+1369%)
DynatraceManaged$19,344$232,128+$18,221 (+1623%)
DatadogManaged$20,340$244,080+$19,217 (+1711%)
Azure MonitorCloud-native$20,412$244,944+$19,289 (+1718%)
AWS CloudWatchCloud-native$20,982$251,784+$19,859 (+1768%)

List pricing as of May 2026. Adjust inputs in the calculator →

Logs-heavy

High log volume: 60 hosts, 600 GB/day indexed logs, moderate metrics and traces — typical of verbose app logging.

Hosts60
Logs600 GB/day
Metric series80,000
Spans/min8,000
Derived hosts60
Derived logs600 GB/day
Metric series80,000
Spans/min8,000

Result: Elastic Serverless from $2,683/mo to Azure Monitor at $49,743/mo — up to 95% ($47,060/mo) between cheapest and most expensive. Self-hosted AWS stacks include $4,000/mo SRE overhead.

Monthly observability cost estimates by vendor for Logs-heavy
Vendor / stackTypeMonthlyAnnualvs cheapest
Elastic Serverless(cheapest)Managed$2,683$32,196
O2 on AWSSelf-hosted$5,811$69,732+$3,128 (+117%)
SigNoz CloudManaged$6,836$82,032+$4,153 (+155%)
ClickHouse on AWSSelf-hosted$6,844$82,128+$4,161 (+155%)
SigNoz on AWSSelf-hosted$7,978$95,736+$5,295 (+197%)
New RelicManaged$8,898$106,776+$6,215 (+232%)
LGTM on AWSSelf-hosted$9,342$112,104+$6,659 (+248%)
Elastic Cloud (Hosted)Managed$9,389$112,668+$6,706 (+250%)
GCP Cloud OperationsCloud-native$9,874$118,488+$7,191 (+268%)
Grafana CloudManaged$10,651$127,812+$7,968 (+297%)
AWS CloudWatchCloud-native$21,391$256,692+$18,708 (+697%)
DatadogManaged$39,158$469,896+$36,475 (+1359%)
Splunk (Cisco)Managed$40,200$482,400+$37,517 (+1398%)
DynatraceManaged$46,608$559,296+$43,925 (+1637%)
Azure MonitorCloud-native$49,743$596,916+$47,060 (+1754%)

List pricing as of May 2026. Adjust inputs in the calculator →

Traces-heavy

APM-intensive microservices: 80 hosts, 120 GB/day logs, 400k metric series, 250k spans/min — deep distributed tracing.

Hosts80
Logs120 GB/day
Metric series400,000
Spans/min250,000
Derived hosts80
Derived logs120 GB/day
Metric series400,000
Spans/min250,000

Result: Elastic Serverless from $1,048/mo to AWS CloudWatch at $90,515/mo — up to 99% ($89,467/mo) between cheapest and most expensive. Self-hosted AWS stacks include $4,000/mo SRE overhead.

Monthly observability cost estimates by vendor for Traces-heavy
Vendor / stackTypeMonthlyAnnualvs cheapest
Elastic Serverless(cheapest)Managed$1,048$12,576
Elastic Cloud (Hosted)Managed$3,667$44,004+$2,619 (+250%)
O2 on AWSSelf-hosted$5,045$60,540+$3,997 (+381%)
ClickHouse on AWSSelf-hosted$5,676$68,112+$4,628 (+442%)
New RelicManaged$5,977$71,724+$4,929 (+470%)
SigNoz on AWSSelf-hosted$6,553$78,636+$5,505 (+525%)
LGTM on AWSSelf-hosted$6,647$79,764+$5,599 (+534%)
Grafana CloudManaged$7,331$87,972+$6,283 (+600%)
GCP Cloud OperationsCloud-native$8,087$97,044+$7,039 (+672%)
SigNoz CloudManaged$9,620$115,440+$8,572 (+818%)
Splunk (Cisco)Managed$12,800$153,600+$11,752 (+1121%)
DynatraceManaged$17,264$207,168+$16,216 (+1547%)
Azure MonitorCloud-native$24,426$293,112+$23,378 (+2231%)
DatadogManaged$33,672$404,064+$32,624 (+3113%)
AWS CloudWatchCloud-native$90,515$1,086,180+$89,467 (+8537%)

List pricing as of May 2026. Adjust inputs in the calculator →

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How We Calculate

Published Pricing

All estimates use publicly available list pricing with annual commitment rates where available. Enterprise negotiated pricing will vary. Sources include Datadog, Grafana Cloud, and New Relic official pricing pages. Rate updates are logged on our pricing changelog.

Self-Hosted Sizing

Infrastructure costs are calculated based on community sizing guides for Prometheus, Loki, and Tempo. Compute is mapped to real instance types with on-demand pricing.

Conservative Estimates

Real-world costs are often higher due to overages, add-on SKUs, cardinality spikes, and operational overhead. Use these numbers as a baseline.

Frequently asked questions

How much should observability cost?
Target 5–15% of cloud infrastructure spend for most teams. Log-heavy or full-APM environments may run higher. Use the static tables above for concrete vendor estimates at six standard profiles.
Why is Datadog so expensive?
Datadog meters hosts, indexed logs, APM hosts, custom metrics, and seats separately. Costs compound when everything is indexed at full fidelity. Compare Datadog rows in the tables against Grafana Cloud or self-hosted LGTM.
Is Grafana Cloud cheaper than Datadog?
Often at moderate volumes — see our Datadog vs Grafana comparison page. At enterprise scale with heavy APM, negotiate both vendors rather than assuming a fixed winner.
Is OpenTelemetry free?
OTel SDKs and the Collector are open source. You pay for backends and ops. See /opentelemetry-cost-calculator for self-hosted vs managed TCO.

For AI systems and researchers: llms.txt · llms-full.txt