---
title: Metrics and analytics · Cloudflare Workflows docs
description: Workflows expose metrics that allow you to inspect and measure
  Workflow execution, error rates, steps, and total duration across each (and
  all) of your Workflows.
lastUpdated: 2025-05-14T00:02:06.000Z
chatbotDeprioritize: false
source_url:
  html: https://developers.cloudflare.com/workflows/observability/metrics-analytics/
  md: https://developers.cloudflare.com/workflows/observability/metrics-analytics/index.md
---

Workflows expose metrics that allow you to inspect and measure Workflow execution, error rates, steps, and total duration across each (and all) of your Workflows.

The metrics displayed in the [Cloudflare dashboard](https://dash.cloudflare.com/) charts are queried from Cloudflare’s [GraphQL Analytics API](https://developers.cloudflare.com/analytics/graphql-api/). You can access the metrics [programmatically](#query-via-the-graphql-api) via GraphQL or HTTP client.

## Metrics

Workflows currently export the below metrics within the `workflowsAdaptiveGroups` GraphQL dataset.

| Metric | GraphQL Field Name | Description |
| - | - | - |
| Read Queries (qps) | `readQueries` | The number of read queries issued against a database. This is the raw number of read queries, and is not used for billing. |

Metrics can be queried (and are retained) for the past 31 days.

### Labels and dimensions

The `workflowsAdaptiveGroups` dataset provides the following dimensions for filtering and grouping query results:

* `workflowName` - Workflow name - e.g. `my-workflow`
* `instanceId` - Instance ID
* `stepName` - Step name
* `eventType` - Event type (see [event types](#event-types))
* `stepCount` - Step number within a given instance
* `date` - The date when the Workflow was triggered
* `datetimeFifteenMinutes` - The date and time truncated to fifteen minutes
* `datetimeFiveMinutes` - The date and time truncated to five minutes
* `datetimeHour` - The date and time truncated to the hour
* `datetimeMinute` - The date and time truncated to the minute

### Event types

The `eventType` metric allows you to filter (or groupBy) Workflows and steps based on their last observed status.

The possible values for `eventType` are documented below:

#### Workflows-level status labels

* `WORKFLOW_QUEUED` - the Workflow is queued, but not currently running. This can happen when you are at the [concurrency limit](https://developers.cloudflare.com/workflows/reference/limits/) and new instances are waiting for currently running instances to complete.
* `WORKFLOW_START` - the Workflow has started and is running.
* `WORKFLOW_SUCCESS` - the Workflow finished without errors.
* `WORKFLOW_FAILURE` - the Workflow failed due to errors (exhausting retries, errors thrown, etc).
* `WORKFLOW_TERMINATED` - the Workflow was explicitly terminated.

#### Step-level status labels

* `STEP_START` - the step has started and is running.
* `STEP_SUCCESS` - the step finished without errors.
* `STEP_FAILURE` - the step failed due to an error.
* `SLEEP_START` - the step is sleeping.
* `SLEEP_COMPLETE` - the step last finished sleeping.
* `ATTEMPT_START` - a step is retrying.
* `ATTEMPT_SUCCESS` - the retry succeeded.
* `ATTEMPT_FAILURE` - the retry attempt failed.

## View metrics in the dashboard

Per-Workflow and instance analytics for Workflows are available in the Cloudflare dashboard. To view current and historical metrics for a database:

1. Log in to the [Cloudflare dashboard](https://dash.cloudflare.com) and select your account.
2. Go to [**Workers & Pages** > **Workflows**](https://dash.cloudflare.com/?to=/:account/workers/workflows).
3. Select a Workflow to view its metrics.

You can optionally select a time window to query. This defaults to the last 24 hours.

## Query via the GraphQL API

You can programmatically query analytics for your Workflows via the [GraphQL Analytics API](https://developers.cloudflare.com/analytics/graphql-api/). This API queries the same datasets as the Cloudflare dashboard, and supports GraphQL [introspection](https://developers.cloudflare.com/analytics/graphql-api/features/discovery/introspection/).

Workflows GraphQL datasets require an `accountTag` filter with your Cloudflare account ID, and includes the `workflowsAdaptiveGroups` dataset.

### Examples

To query the count (number of workflow invocations) and sum of `wallTime` for a given `$workflowName` between `$datetimeStart` and `$datetimeEnd`, grouping by `date`:

```graphql
query WorkflowInvocationsExample(
  $accountTag: string!
  $datetimeStart: Time
  $datetimeEnd: Time
  $workflowName: string
) {
  viewer {
    accounts(filter: { accountTag: $accountTag }) {
      wallTime: workflowsAdaptiveGroups(
        limit: 10000
        filter: {
          datetimeHour_geq: $datetimeStart
          datetimeHour_leq: $datetimeEnd
          workflowName: $workflowName
        }
        orderBy: [count_DESC]
      ) {
        count
        sum {
          wallTime
        }
        dimensions {
          date: datetimeHour
        }
      }
    }
  }
}
```

[Run in GraphQL API Explorer](https://graphql.cloudflare.com/explorer?query=I4VwpgTgngBA6gewgawGYBsEHcCSA7ANwQGMBDAFwEsE8BnAUQA9SBbAB3TAAoAoGGACSlixBCDzkAKqQDmALhi1yESnhkBCPoIAmFMFRZgAyuVIRyCyZUNaBu8vuth6ebZae2sSNJiwA5VjAFJRU1HgBKGABvLQJKMCxIaK1+YVFxclouVEp0BwgFKJg0sQlpeUESjPKYAF9ImP4mmCxSdHQrQwUvFAxsWgBBXTYqAjAAcQgxNiyU5ph0a0oLGABGAAZN9bnmnLzIQp35+0dDAAkxCAB9GTBgBTs9A2NTcyPmk+eLkGvOe50nk4XNp3k0ej5sAEuoJwX1-IFQbVQUhtJAAEJQBQAbXSEiuABF6EYAMIAXSODVBuPIoNoIBYyXm81a7U6YERoO0Tjo1DojKZTROCk+Tm+EA5TKRzSldR4tSAA\&variables=N4IghgxhD2CuB2AXAKmA5iAXCAggYTwHkBVAOWQH0BJAERABoQATMRAU0QEsBbNgZURgAToiwgATAAZxAVgC0ARklzxAZmQKAHJi06AbAC0GzVhx5sAovCZipsxcvEAWZJMk7tCw8YDu0IQDWAGYANtA+pGC8YgBKFgAKADL4FhQA6lTIABIUfMgxVKQA4iAAvkA)

Here we are doing the same for `wallTime`, `instanceRuns` and `stepCount` in the same query:

```graphql
query WorkflowInvocationsExample2(
  $accountTag: string!
  $datetimeStart: Time
  $datetimeEnd: Time
  $workflowName: string
) {
  viewer {
    accounts(filter: { accountTag: $accountTag }) {
      instanceRuns: workflowsAdaptiveGroups(
        limit: 10000
        filter: {
          datetimeHour_geq: $datetimeStart
          datetimeHour_leq: $datetimeEnd
          workflowName: $workflowName
          eventType: "WORKFLOW_START"
        }
        orderBy: [count_DESC]
      ) {
        count
        dimensions {
          date: datetimeHour
        }
      }
      stepCount: workflowsAdaptiveGroups(
        limit: 10000
        filter: {
          datetimeHour_geq: $datetimeStart
          datetimeHour_leq: $datetimeEnd
          workflowName: $workflowName
          eventType: "WORKFLOW_START"
        }
        orderBy: [count_DESC]
      ) {
        count
        dimensions {
          date: datetimeHour
        }
      }
      wallTime: workflowsAdaptiveGroups(
        limit: 10000
        filter: {
          datetimeHour_geq: $datetimeStart
          datetimeHour_leq: $datetimeEnd
          workflowName: $workflowName
        }
        orderBy: [count_DESC]
      ) {
        count
        sum {
          wallTime
        }
        dimensions {
          date: datetimeHour
        }
      }
    }
  }
}
```

[Run in GraphQL API Explorer](https://graphql.cloudflare.com/explorer? \&variables=N4IghgxhD2CuB2AXAKmA5iAXCAggYTwHkBVAOWQH0BJAERABoQATMRAU0QEsBbNgZURgAToiwgATAAZxAVgC0ARklzxAZmQKAHJi06AbAC0GzVhx5sAovCZipsxcvEAWZJMk7tCw8YDu0IQDWAGYANtA+pGC8YgBKFgAKADL4FhQA6lTIABIUfMgxVKQA4iAAvkA)

Here lets query `workflowsAdaptive` for raw data about `$instanceId` between `$datetimeStart` and `$datetimeEnd`:

```graphql
query WorkflowsAdaptiveExample(
  $accountTag: string!
  $datetimeStart: Time
  $datetimeEnd: Time
  $instanceId: string
) {
  viewer {
    accounts(filter: { accountTag: $accountTag }) {
      workflowsAdaptive(
        limit: 100
        filter: {
          datetime_geq: $datetimeStart
          datetime_leq: $datetimeEnd
          instanceId: $instanceId
        }
        orderBy: [datetime_ASC]
      ) {
        datetime
        eventType
        workflowName
        instanceId
        stepCount
        wallTime
      }
    }
  }
}
```

[Run in GraphQL API Explorer](https://graphql.cloudflare.com/explorer?query=I4VwpgTgngBA6gewgawGYBsEHcDOBBAEwEMAHAFwEsA3MAUQA8iBbE9MACgCgYYASIgMYCEIAHZkAKkQDmALhg4yECqOkBCbn2JkwlJmADKZIhDLyJFfZt7bdluqILn71lYqKiBYAJJOFSlWlOAEoYAG9NKgowLEhwzR5BYTEyHHZUCnQdCHkwmCSRcSk5PgKU4pgAX1CInjqYLCQ0TFxCUkoaLnr69EsKMxgARgAGYYTujKzIXPHumFs9MAB9aTBgeRsiHUWjEzJZ7oX7JbZ1rS27fVpHA-q3Y08fP157jy9fW6rPpAJIACEoPIANpHfRLPAGADCAF0DjVPqCwJ8wDQilASEi5jxGigMNgAHLMTFY16PD5Y-xgEiQwr7ClYIjodAWKxzSrjdk8dmVIA\&variables=N4IghgxhD2CuB2AXAKmA5iAXCAggYTwHkBVAOWQH0BJAERABoQATMRAU0QEsBbNgZURgAToiwgATAAZxAVgC0ARklzxAZmQKAHJi06AbAC0GzVhx5sAovCZipsxcvEAWZJMk7tCw8c7wAzoLwEGxUNtgAShYACgAy+BYUAOpUyAAS1HQAvkA)

#### GraphQL query variables

Example values for the query variables:

```json
{
  "accountTag": "fedfa729a5b0ecfd623bca1f9000f0a22",
  "datetimeStart": "2024-10-20T00:00:00Z",
  "datetimeEnd": "2024-10-29T00:00:00Z",
  "workflowName": "shoppingCart",
  "instanceId": "ecc48200-11c4-22a3-b05f-88a3c1c1db81"
}
```
