Splunk O11y Cloud Certified Metrics User : SPLK-4001

  • Exam Code: SPLK-4001
  • Exam Name: Splunk O11y Cloud Certified Metrics User
  • Updated: Oct 14, 2026     Q & A: 128 Questions and Answers

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Splunk SPLK-4001 Exam Syllabus Topics:

TopicDetails
Topic 1
  • Finding Insights Using Analytics: This section of the exam measures the skills of Data Analysts and covers analytical methods for uncovering insights from metrics. It includes finding total values across sources, combining plots, performing time-based comparisons, analyzing trends through ratios and percentages, and applying analytic functions across moving or calendar time windows.
Topic 2
  • Detectors for Common Use Cases: This section of the exam measures the skills of Monitoring Engineers and focuses on building and troubleshooting detectors for various real-world use cases. It includes creating detectors to monitor populations, prevent alert flapping, track cyclic patterns, handle large-scale monitoring, and ensure visibility in ephemeral infrastructure environments.
Topic 3
  • Get Metrics In with OpenTelemetry: This section of the exam measures the skills of Observability Engineers and focuses on configuring and managing OpenTelemetry (OTel) for data collection. It covers deploying the OTel Collector on Linux, editing configurations, troubleshooting common issues, and understanding general OpenTelemetry concepts necessary for integrating metrics efficiently.
Topic 4
  • Create Efficient Dashboards and Alerts: This section of the exam measures the skills of Performance Monitoring Engineers and focuses on optimizing dashboards and alerts for clarity and responsiveness. It includes adding instructions to dashboards, creating single-instance dashboards, configuring local data links, customizing alert messages, and troubleshooting chart and alert issues.
Topic 5
  • Introduction to Alerting on Metrics with Detectors: This section of the exam measures the skills of Operations Engineers and focuses on setting up and managing metric alerts using detectors. Candidates learn to create detectors from charts, clone and modify them, build standalone detectors, and configure muting rules to manage alert noise and response efficiency.
Topic 6
  • Introduction to Visualizing Metrics: This section of the exam measures the skills of Data Visualization Analysts and emphasizes creating, managing, and interpreting charts and dashboards. It includes searching for metrics, visualizing data with different chart types, applying rollups and analytic functions, and effectively understanding metric data within dashboards.

Reference: https://www.splunk.com/en_us/training/certification-track/splunk-o11y-cloud-certified-metrics-user.html

Splunk O11y Cloud Certified Metrics User Sample Questions:

Question #1

In the Splunk distribution of the OpenTelemetry Collector, what is the difference between the agent_config.yaml and the splunk-otel-collector.conf files?

  • A. splunk-otel-collector.conf defines the OpenTelemetry pipeline, and agent_config.yaml sets endpoint URLs and access tokens.
  • B. agent_config.yaml defines the OpenTelemetry pipeline, and splunk-otel-collector.conf sets endpoint URLs and access tokens.
  • C. splunk-otel-collector.conf configures processors and agent_config.yaml sets the memory limits for the collector.
  • D. agent_config.yaml configures the gateway's address and splunk-otel-collector.conf sets the memory limits for the collector.
Reveal Solution  Discussion  0

Correct Answer: A  🗳️

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Question #2

To smooth a very spiky cpu.utilization metric, what is the correct analytic function to better see if the cpu. utilization for servers is trending up over time?

  • A. Mean (by host)
  • B. Mean (Transformation)
  • C. Rate/Sec
  • D. Median
Reveal Solution  Discussion  0

Correct Answer: B  🗳️

Explanation: Only visible for Pass4guide members. You can sign-up / login (it's free).

Question #3

Which of the following is optional, but highly recommended to include in a datapoint?

  • A. Metric type
  • B. Metric name
  • C. Timestamp
  • D. Value
Reveal Solution  Discussion  0

Correct Answer: A  🗳️

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Question #4

When applying analytic functions to a subset of multiple time series (MTS) in a signal, what is the resulting data structure?

  • A. A scatter plot showing the relationships between MTS
  • B. A single time series with aggregated values
  • C. A combined time series with separate timestamps
  • D. Individual time series with separate calculations
Reveal Solution  Discussion  0

Correct Answer: D  🗳️

Question #5

Which of the following is a valid use case for Service Level Objectives (SLOs) in Splunk Observability Cloud?

  • A. Tracking CPU temperature of a single host
  • B. Measuring and alerting on whether a service meets a defined reliability target over time
  • C. Storing raw log data
  • D. Creating new dashboards automatically
Reveal Solution  Discussion  0

Correct Answer: B  🗳️

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