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SRE Burn Rate Calculator

Calculate how fast your service is consuming its error budget relative to SLO targets. Essential for Site Reliability Engineering (SRE) teams implementing multi-window, multi-burn-rate alerting strategies based on Google SRE practices.

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Calculate Error Budget Burn Rates for SLO-Based Alerting

Burn rate is how fast your service is consuming its error budget relative to your SLO. Our SRE Burn Rate Calculator helps you understand consumption rates, configure multi-window alerting thresholds, and determine appropriate response actions based on Google's Site Reliability Engineering best practices.

What is Burn Rate in SRE?

Burn rate measures how quickly you're consuming your error budget relative to your Service Level Objective (SLO). A burn rate of 1 means you'll exactly exhaust your budget at the end of the SLO period. A burn rate of 2 means you're consuming budget twice as fast and will exhaust it in half the time. Higher burn rates indicate more urgent reliability issues requiring immediate attention. Google SRE recommends multi-window, multi-burn-rate alerting to balance detection speed with alert precision.

Burn Rate Formula

Burn Rate = Current Error Rate / Allowed Error Rate

Why Burn Rate Matters for SRE

Better Alert Precision

Simple threshold alerts fire on any SLO violation, even brief ones. Burn rate alerts combine error rate with duration, ensuring alerts correspond to significant budget consumption. A 14.4x burn rate over 1 hour means 2% budget consumed—worthy of a page. A momentary spike that self-corrects doesn't alert unnecessarily.

Faster Detection Time

By using multiple windows (1 hour, 6 hours, 3 days), burn rate alerting catches both fast and slow burns. A 100% outage triggers 14.4x burn rate alerts in ~4 minutes, while gradual degradation is caught by slower windows before exhausting the budget completely.

Appropriate Severity Routing

Different burn rates warrant different responses. Fast burns (14.4x) should page immediately. Medium burns (6x) may page or create urgent tickets. Slow burns (1x-3x) create tickets for next-day investigation. This prevents alert fatigue while ensuring issues are addressed appropriately.

Quick Alert Reset

Multi-window alerting uses short windows (5 min, 30 min) alongside long windows. When the issue resolves, the short window clears quickly, resetting the alert. This prevents alerts from firing for hours after an incident is resolved, reducing confusion during and after incidents.

How to Use This Calculator

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Common Use Cases

Configuring Prometheus/Alertmanager Rules

Use the calculator to determine burn rate thresholds for your alerting rules. For a 99.9% SLO, configure alerts when rate(errors[1h])/rate(total[1h]) exceeds 14.4 * 0.001 (critical) and 6 * 0.001 (high) for appropriate severity routing.

Incident Impact Assessment

During an incident, calculate the burn rate to understand urgency. A 15% error rate on a 99.9% SLO (0.1% allowed) means 150x burn rate—extremely critical, exhausting budget in under an hour. This justifies all-hands response.

Post-Incident Analysis

After an incident, calculate how much budget was consumed. If a 2-hour incident had a 10x burn rate, it consumed 10 × (2/720) = 2.8% of the monthly budget. Use this to decide if reliability work should take priority.

SLO Tuning and Validation

Test whether your SLO is appropriate by analyzing historical burn rates. If you're consistently at 0.5x burn rate (50% budget remaining), your SLO may be too conservative. If regularly exceeding 1x, consider loosening the SLO or investing in reliability.

Frequently Asked Questions

Google SRE recommends: 14.4x burn rate (2% budget in 1 hour) should page immediately. 6x burn rate (5% budget in 6 hours) should also page. 3x burn rate (10% budget in 24 hours) can be a ticket. 1x burn rate (budget depleting on schedule) is a low-priority ticket. Adjust based on your on-call capacity and SLO criticality.

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