Example Use Cases

Get some inspiration by browsing through example use cases for custom metrics.

If you're not sure where to start, here are a few examples of how you can use custom metrics.

Count button clicks on subpages
  • Metric type: counter
  • Example JavaScript code:
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Sentry.metrics.increment("button_click", 1, {
  tags: { browser: "Firefox", subpage: "signup" }
});
Track number of user signups
  • Metric type: counter
  • Example JavaScript code:
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Sentry.metrics.increment("signups", 1, {
    tags: { plan_type: “freemium”, region: "EU" }
});
Measure UX improvement to signup form
  • Metric type: distribution
  • Example JavaScript code:
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Sentry.metrics.distribution("login.time_to_finish_form", 14.3, {
   tags: { subpage: “signup” },
   unit: “second”
});
Track the loading time for a component
  • Metric type: distribution
  • Example JavaScript code:
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Sentry.metrics.distribution("component_load_time", 15.0, {
   tags: { type: "important" },
   unit: "millisecond"
});
Track API request payloads
  • Metric type: distribution
  • Example JavaScript code:
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Sentry.metrics.distribution("api_request_payload", 136.3, {
    tags: { api_name: “maps_provider”, subpage: “signup” },
    unit: “kilobyte”
});
Count concurrent users in application
  • Metric type: gauge
  • Example JavaScript code:
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Sentry.metrics.gauge("concurrent_users", 10, {
   tags: { browser: "Firefox" }
});
Track the number of items in a shopping cart
  • Metric type: gauge
  • Example JavaScript code:
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Sentry.metrics.gauge("shopping_cart_item_count", itemCount, {
   tags: { platform: "web" }
});
Count the unique number of users on a page
  • Metric type: set
  • Example JavaScript code:
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Sentry.metrics.set("user_view", "jane", {
   tags: {"page": "/home" }
});
Count unique number of user sessions
  • Metric type: set
  • Example JavaScript code:
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Sentry.metrics.set("unique_active_sessions", sessionId, {
   tags: { platform: "mobile" }
});

Count of API calls of a 3rd party API
  • Metric type: counter
  • Example Python code:
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sentry_sdk.metrics.incr(
   key = "api_calls",
   value = 1,
   tags = {"api": "third_party"}
)
Count of jobs executed per worker
  • Metric type: counter
  • Example Python code:
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sentry_sdk.metrics.incr(
   key = ”external_api_calls”,
   value = 1,
   tags = {”worker_id”: “485ea324-003d-4f30-a0f9”, “type”: ”standard”}
)
Processing time for a task
  • Metric type: distribution
  • Example Python code:
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sentry_sdk.metrics.distribution(
   key = ”processing_time”,
   value = 0.002,
   unit = ”second”,
   tags = {”task”: “example_task”}
)
Track ML model confidence during inference
  • Metric type: distribution
  • Example Python code:
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sentry_sdk.metrics.distribution(
 key = ”model_confidence”,
 value = 0.72,
 unit = ”ratio”,
 tags = {”model_id”: “a294c108”}
)
Track CPU usage over time
  • Metric type: gauge
  • Example Python code:
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sentry_sdk.metrics.gauge(
   key = ”cpu_usage”,
   value = 94,
   unit = ”percent”
)
Track cache hit ratio
  • Metric type: gauge
  • Example Python code:
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sentry_sdk.metrics.gauge(
   key = ”cache_hit_ratio”,
   value = 85,
   unit = ”percent”
)
Count unique server ids running a software version
  • Metric type: set
  • Example Python code:
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sentry_sdk.metrics.set(
   key = ”server_ids_running”,
   value = “server_id”,
   tags = {"software_version": software_version}
)
Track number of unique DB queries executed
  • Metric type: set
  • Example Python code:
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sentry_sdk.metrics.set(
   key = ”db_queries”,
   value = query,
  tags = {"query_type": "read"}
)
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