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Overview

With the CoreWeave integration, Datadog can scrape CoreWeave’s Prometheus metrics and import them with a full complement of tags, including tags provided by Prometheus (such as pod, container, and namespace).

Track usage patterns through Datadog to better understand and optimize how organizations are using the CoreWeave Cloud platform.

This integration also provides greater visibility into how organizations are billed and pinpoint where expenses come from within CoreWeave Cloud. Detect billing abnormalities and receive alerts if or when those occur, helping teams address changes quickly, and determine which pods or namespaces are the most expensive.

Setup

Step 1: Retrieve an Access Token in CoreWeave

To get started, retrieve your CoreWeave access token. Keep in mind that only organization admins can generate, view, and delete tokens.

Follow these steps to add the integration to your CoreWeave account and create a bearer token:

  1. Go to the CoreWeave’s access token page and click Create a New Token.
  2. Enter a token name, preferably something unique to Datadog.
  3. Assign a namespace to your token by moving it from Available Namespaces to Selected Namespaces. Datadog recommends one access token per namespace when using the CoreWeave integration.
  4. Click Generate.

You need this access token for Step 2.

Step 2: Connect your CoreWeave account to Datadog

To get started, copy the access token key from Step 1.

  1. Navigate to the CoreWeave integration tile.
  2. Enter a Name for the account.
  3. Paste the access token key from your CoreWeave account into the Access Token field.
  4. Optionally, you can define tags for these logs.
  5. Then, click Save.

Validation

  1. Check for metrics with the coreweave. prefix. If these metrics are present, your integration is working!

Data Collected

Metrics

coreweave.ALERTS
(count)
coreweave.ALERTS_FOR_STATE
(count)
coreweave.billing_cpu
(count)
coreweave.billing_gpu
(count)
coreweave.billing_ip_address
(count)
coreweave.billing_mem
(count)
coreweave.billing_object_storage_usage_bytes
(count)
coreweave.billing_object_storage_usage_total_bytes
(count)
coreweave.billing_pod_cost_hourly
(count)
coreweave.billing_pod_cost_total
(count)
coreweave.billing_pod_cpu
(count)
coreweave.billing_pod_cpu_cost_hourly
(count)
coreweave.billing_pod_gpu
(count)
coreweave.billing_pod_gpu_cost_hourly
(count)
coreweave.billing_pod_mem
(count)
coreweave.billing_pod_mem_cost_hourly
(count)
coreweave.billing_resource_usage_gpu
(count)
coreweave.billing_resource_usage_storage
(count)
coreweave.cluster_namespace_pod_cpu_activekube_pod_container_resource_requests
(count)
coreweave.cluster_namespace_pod_memory_activekube_pod_container_resource_requests
(count)
coreweave.cluster_namespace_deployment_actual_replicas_count
(count)
coreweave.cluster_namespace_deployment_container_cpu_usage_seconds_total_sum_rate
(count)
coreweave.cluster_namespace_deployment_container_memory_usage_bytes_sum
(count)
coreweave.cluster_namespace_deploymentkube_pod_container_resource_requests_cpu_cores_sum
(count)
coreweave.cluster_namespace_deploymentkube_pod_container_resource_requests_memory_bytes_sum
(count)
coreweave.container_cpu_usage_seconds_total
(count)
Cumulative cpu time consumed in seconds.
coreweave.container_fs_reads_bytes_total
(count)
Cumulative count of bytes read
coreweave.container_fs_writes_bytes_total
(count)
Cumulative count of bytes written
coreweave.container_memory_cache
(gauge)
Number of bytes of page cache memory.
coreweave.container_memory_rss
(gauge)
Size of RSS in bytes.
coreweave.container_memory_usage_bytes
(gauge)
Current memory usage in bytes, including all memory regardless of when it was accessed
coreweave.container_memory_working_set_bytes
(gauge)
Current working set in bytes.
coreweave.container_network_receive_bytes_total
(count)
Cumulative count of bytes received
coreweave.container_network_receive_packets_total
(count)
Cumulative count of packets received
coreweave.container_network_transmit_bytes_total
(count)
Cumulative count of bytes transmitted
coreweave.container_network_transmit_packets_total
(count)
Cumulative count of packets transmitted
coreweave.coreweave_billed_amount
(gauge)
CoreWeave billed amount based on the billing label
coreweave.coreweave_billed_usage
(gauge)
CoreWeave billed usage based on the billing label
coreweave.coreweave_customer_reference
(gauge)
CoreWeave customer reference showing the customer ID
coreweave.coreweave_pricing
(gauge)
CoreWeave product pricing for specific tenants
coreweave.coreweave_subscription
(gauge)
CoreWeave subscription ID
coreweave.coreweave_subscription_active
(gauge)
CoreWeave subscription active status, will return 1 if active
coreweave.coreweave_subscription_amount_billed
(gauge)
Total Billed usage in US cents since the beginning of the customer subscription
coreweave.coreweave_subscription_current_balance
(gauge)
Unpaid balance in USd (US cents) for already-invoiced charges
coreweave.coreweave_subscription_current_billing_amount
(gauge)
Accumulated charges in USd (US cents) for the current period (not yet invoiced)
coreweave.count_up0
(count)
coreweave.count_up1
(count)
coreweave.instance_node_cpu_ratio
(count)
coreweave.kube_configmap_annotations
(gauge)
Kubernetes annotations converted to Prometheus labels.
coreweave.kube_configmap_created
(gauge)
Unix creation timestamp
coreweave.kube_configmap_info
(gauge)
[STABLE] Information about configmap.
coreweave.kube_configmap_labels
(gauge)
Kubernetes labels converted to Prometheus labels.
coreweave.kube_configmap_metadata_resource_version
(gauge)
Resource version representing a specific version of the configmap.
coreweave.kube_deployment_annotations
(gauge)
Kubernetes annotations converted to Prometheus labels.
coreweave.kube_deployment_created
(gauge)
[STABLE] Unix creation timestamp
coreweave.kube_deployment_labels
(gauge)
Kubernetes labels converted to Prometheus labels.
coreweave.kube_deployment_metadata_generation
(gauge)
Sequence number representing a specific generation of the desired state.
coreweave.kube_deployment_spec_paused
(gauge)
Whether the deployment is paused and will not be processed by the deployment controller.
coreweave.kube_deployment_spec_replicas
(gauge)
Number of desired pods for a deployment.
coreweave.kube_deployment_spec_strategy_rollingupdate_max_surge
(gauge)
Maximum number of replicas that can be scheduled above the desired number of replicas during a rolling update of a deployment.
coreweave.kube_deployment_spec_strategy_rollingupdate_max_unavailable
(gauge)
Maximum number of unavailable replicas during a rolling update of a deployment.
coreweave.kube_deployment_status_condition
(gauge)
The current status conditions of a deployment.
coreweave.kube_deployment_status_observed_generation
(gauge)
The generation observed by the deployment controller.
coreweave.kube_deployment_status_replicas
(gauge)
The number of replicas per deployment.
coreweave.kube_deployment_status_replicas_available
(gauge)
The number of available replicas per deployment.
coreweave.kube_deployment_status_replicas_ready
(gauge)
The number of ready replicas per deployment.
coreweave.kube_deployment_status_replicas_unavailable
(gauge)
The number of unavailable replicas per deployment.
coreweave.kube_deployment_status_replicas_updated
(gauge)
The number of updated replicas per deployment.
coreweave.kube_endpoint_address
(gauge)
[STABLE] Information about Endpoint available and non available addresses.
coreweave.kube_endpoint_address_available
(gauge)
Number of addresses available in endpoint.
coreweave.kube_endpoint_address_not_ready
(gauge)
Number of addresses not ready in endpoint
coreweave.kube_endpoint_annotations
(gauge)
Kubernetes annotations converted to Prometheus labels.
coreweave.kube_endpoint_created
(gauge)
Unix creation timestamp
coreweave.kube_endpoint_info
(gauge)
Information about endpoint.
coreweave.kube_endpoint_labels
(gauge)
[STABLE] Kubernetes labels converted to Prometheus labels.
coreweave.kube_endpoint_ports
(gauge)
Information about the Endpoint ports.
coreweave.kube_ingress_annotations
(gauge)
Kubernetes annotations converted to Prometheus labels.
coreweave.kube_ingress_created
(gauge)
Unix creation timestamp
coreweave.kube_ingress_info
(gauge)
[STABLE] Information about ingress.
coreweave.kube_ingress_labels
(gauge)
Kubernetes labels converted to Prometheus labels.
coreweave.kube_ingress_metadata_resource_version
(gauge)
Resource version representing a specific version of ingress.
coreweave.kube_ingress_path
(gauge)
Ingress host, paths and backend service information.
coreweave.kube_ingress_tls
(gauge)
Ingress TLS host and secret information.
coreweave.kube_namespace_annotations
(gauge)
Kubernetes annotations converted to Prometheus labels.
coreweave.kube_namespace_created
(gauge)
Unix creation timestamp
coreweave.kube_namespace_labels
(gauge)
Kubernetes labels converted to Prometheus labels.
coreweave.kube_namespace_status_phase
(gauge)
[STABLE] kubernetes namespace status phase.
coreweave.kube_networkpolicy_annotations
(gauge)
Kubernetes annotations converted to Prometheus labels.
coreweave.kube_networkpolicy_created
(gauge)
Unix creation timestamp of network policy
coreweave.kube_networkpolicy_labels
(gauge)
Kubernetes labels converted to Prometheus labels.
coreweave.kube_networkpolicy_spec_egress_rules
(gauge)
Number of egress rules on the networkpolicy
coreweave.kube_networkpolicy_spec_ingress_rules
(gauge)
Number of ingress rules on the networkpolicy
coreweave.kube_persistentvolumeclaim_access_mode
(gauge)
The access mode(s) specified by the persistent volume claim.
coreweave.kube_persistentvolumeclaim_annotations
(gauge)
Kubernetes annotations converted to Prometheus labels.
coreweave.kube_persistentvolumeclaim_created
(gauge)
Unix creation timestamp
coreweave.kube_persistentvolumeclaim_info
(gauge)
Information about persistent volume claim.
coreweave.kube_persistentvolumeclaim_labels
(gauge)
Kubernetes labels converted to Prometheus labels.
coreweave.kube_persistentvolumeclaim_resource_requests_storage_bytes
(gauge)
[STABLE] The capacity of storage requested by the persistent volume claim.
coreweave.kube_persistentvolumeclaim_status_phase
(gauge)
The phase the persistent volume claim is currently in.
coreweave.kube_pod_annotations
(gauge)
Kubernetes annotations converted to Prometheus labels.
coreweave.kube_pod_container_info
(gauge)
Information about a container in a pod.
coreweave.kube_pod_container_resource_limits
(gauge)
The number of requested limit resource by a container.
coreweave.kube_pod_container_resource_requests
(gauge)
The number of requested request resource by a container.
coreweave.kube_pod_container_state_started
(gauge)
Start time in unix timestamp for a pod container.
coreweave.kube_pod_container_status_ready
(gauge)
Describes whether the containers readiness check succeeded.
coreweave.kube_pod_container_status_restarts_total
(count)
The number of container restarts per container.
coreweave.kube_pod_container_status_running
(gauge)
[STABLE] Describes whether the container is currently in running state.
coreweave.kube_pod_container_status_terminated
(gauge)
Describes whether the container is currently in terminated state.
coreweave.kube_pod_container_status_waiting
(gauge)
Describes whether the container is currently in waiting state.
coreweave.kube_pod_created
(gauge)
Unix creation timestamp
coreweave.kube_pod_deletion_timestamp
(gauge)
Unix deletion timestamp
coreweave.kube_pod_info
(gauge)
Information about pod.
coreweave.kube_pod_init_container_info
(gauge)
Information about an init container in a pod.
coreweave.kube_pod_init_container_resource_requests
(gauge)
The number of requested request resource by an init container.
coreweave.kube_pod_init_container_status_ready
(gauge)
Describes whether the init containers readiness check succeeded.
coreweave.kube_pod_init_container_status_restarts_total
(count)
The number of restarts for the init container.
coreweave.kube_pod_init_container_status_running
(gauge)
Describes whether the init container is currently in running state.
coreweave.kube_pod_init_container_status_terminated
(gauge)
Describes whether the init container is currently in terminated state.
coreweave.kube_pod_init_container_status_terminated_reason
(gauge)
Describes the reason the init container is currently in terminated state.
coreweave.kube_pod_init_container_status_waiting
(gauge)
Describes whether the init container is currently in waiting state.
coreweave.kube_pod_ips
(gauge)
Pod IP addresses
coreweave.kube_pod_labels
(gauge)
Kubernetes labels converted to Prometheus labels.
coreweave.kube_pod_owner
(gauge)
Information about the Pod's owner.
coreweave.kube_pod_restart_policy
(gauge)
Describes the restart policy in use by this pod.
coreweave.kube_pod_running_info
(count)
coreweave.kube_pod_spec_volumes_persistentvolumeclaims_info
(gauge)
Information about persistentvolumeclaim volumes in a pod.
coreweave.kube_pod_spec_volumes_persistentvolumeclaims_readonly
(gauge)
Describes whether a persistentvolumeclaim is mounted read only.
coreweave.kube_pod_start_time
(gauge)
[STABLE] Start time in unix timestamp for a pod.
coreweave.kube_pod_status_container_ready_time
(gauge)
Readiness achieved time in unix timestamp for a pod containers.
coreweave.kube_pod_status_phase
(gauge)
The pods current phase.
coreweave.kube_pod_status_qos_class
(gauge)
The pods current qosClass.
coreweave.kube_pod_status_ready
(gauge)
Describes whether the pod is ready to serve requests.
coreweave.kube_pod_status_ready_time
(gauge)
Readiness achieved time in unix timestamp for a pod.
coreweave.kube_pod_status_reason
(gauge)
The pod status reasons
coreweave.kube_pod_status_scheduled
(gauge)
[STABLE] Describes the status of the scheduling process for the pod.
coreweave.kube_pod_status_scheduled_time
(gauge)
Unix timestamp when pod moved into scheduled status
coreweave.kube_pod_tolerations
(gauge)
Information about the pod tolerations
coreweave.kube_replicaset_annotations
(gauge)
Kubernetes annotations converted to Prometheus labels.
coreweave.kube_replicaset_created
(gauge)
[STABLE] Unix creation timestamp
coreweave.kube_replicaset_labels
(gauge)
Kubernetes labels converted to Prometheus labels.
coreweave.kube_replicaset_metadata_generation
(gauge)
Sequence number representing a specific generation of the desired state.
coreweave.kube_replicaset_owner
(gauge)
Information about the ReplicaSet's owner.
coreweave.kube_replicaset_spec_replicas
(gauge)
Number of desired pods for a ReplicaSet.
coreweave.kube_replicaset_status_fully_labeled_replicas
(gauge)
The number of fully labeled replicas per ReplicaSet.
coreweave.kube_replicaset_status_observed_generation
(gauge)
The generation observed by the ReplicaSet controller.
coreweave.kube_replicaset_status_ready_replicas
(gauge)
[STABLE] The number of ready replicas per ReplicaSet.
coreweave.kube_replicaset_status_replicas
(gauge)
The number of replicas per ReplicaSet.
coreweave.kube_resourcequota
(gauge)
Information about resource quota.
coreweave.kube_resourcequota_created
(gauge)
Unix creation timestamp
coreweave.kube_secret_annotations
(gauge)
Kubernetes annotations converted to Prometheus labels.
coreweave.kube_secret_created
(gauge)
Unix creation timestamp
coreweave.kube_secret_info
(gauge)
Information about secret.
coreweave.kube_secret_labels
(gauge)
Kubernetes labels converted to Prometheus labels.
coreweave.kube_secret_metadata_resource_version
(gauge)
Resource version representing a specific version of secret.
coreweave.kube_secret_type
(gauge)
Type about secret.
coreweave.kube_service_annotations
(gauge)
Kubernetes annotations converted to Prometheus labels.
coreweave.kube_service_created
(gauge)
Unix creation timestamp
coreweave.kube_service_info
(gauge)
Information about service.
coreweave.kube_service_labels
(gauge)
Kubernetes labels converted to Prometheus labels.
coreweave.kube_service_spec_type
(gauge)
Type about service.
coreweave.kube_service_status_load_balancer_ingress
(gauge)
Service load balancer ingress status
coreweave.kubelet_container_log_filesystem_used_bytes
(gauge)
[ALPHA] Bytes used by the container's logs on the filesystem.
coreweave.kubevirt_vnc_active_connections
(gauge)
Amount of active VNC connections, broken down by namespace and vmi name
coreweave.namespace_cpukube_pod_container_resource_requests_sum
(count)
coreweave.namespace_memorykube_pod_container_resource_requests_sum
(count)
coreweave.node_boot_time_seconds
(gauge)
Node boot time, in unixtime.
coreweave.node_context_switches_total
(count)
Total number of context switches.
coreweave.node_cooling_device_cur_state
(gauge)
Current throttle state of the cooling device
coreweave.node_cpu_seconds_total
(count)
Seconds the CPUs spent in each mode.
coreweave.node_disk_io_time_seconds_total
(count)
Total seconds spent doing I/Os.
coreweave.node_disk_read_bytes_total
(count)
The total number of bytes read successfully.
coreweave.node_disk_write_time_seconds_total
(count)
This is the total number of seconds spent by all writes.
coreweave.node_disk_written_bytes_total
(count)
The total number of bytes written successfully.
coreweave.node_filesystem_avail_bytes
(gauge)
Filesystem space available to non-root users in bytes.
coreweave.node_filesystem_size_bytes
(gauge)
Filesystem size in bytes.
coreweave.node_load1
(gauge)
1m load average.
coreweave.node_load15
(gauge)
15m load average.
coreweave.node_load5
(gauge)
5m load average.
coreweave.node_memory_Active_anon_bytes
(gauge)
Memory information field Activeanonbytes.
coreweave.node_memory_Active_bytes
(gauge)
Memory information field Active_bytes.
coreweave.node_memory_Active_file_bytes
(gauge)
Memory information field Activefilebytes.
coreweave.node_memory_AnonHugePages_bytes
(gauge)
Memory information field AnonHugePages_bytes.
coreweave.node_memory_AnonPages_bytes
(gauge)
Memory information field AnonPages_bytes.
coreweave.node_memory_Bounce_bytes
(gauge)
Memory information field Bounce_bytes.
coreweave.node_memory_Buffers_bytes
(gauge)
Memory information field Buffers_bytes.
coreweave.node_memory_Cached_bytes
(gauge)
Memory information field Cached_bytes.
coreweave.node_memory_CommitLimit_bytes
(gauge)
Memory information field CommitLimit_bytes.
coreweave.node_memory_Committed_AS_bytes
(gauge)
Memory information field CommittedASbytes.
coreweave.node_memory_DirectMap1G_bytes
(gauge)
Memory information field DirectMap1G_bytes.
coreweave.node_memory_DirectMap2M_bytes
(gauge)
Memory information field DirectMap2M_bytes.
coreweave.node_memory_DirectMap4k_bytes
(gauge)
Memory information field DirectMap4k_bytes.
coreweave.node_memory_Dirty_bytes
(gauge)
Memory information field Dirty_bytes.
coreweave.node_memory_HardwareCorrupted_bytes
(gauge)
Memory information field HardwareCorrupted_bytes.
coreweave.node_memory_HugePages_Free
(gauge)
Memory information field HugePages_Free.
coreweave.node_memory_HugePages_Total
(gauge)
Memory information field HugePages_Total.
coreweave.node_memory_Hugepagesize_bytes
(gauge)
Memory information field Hugepagesize_bytes.
coreweave.node_memory_Inactive_anon_bytes
(gauge)
Memory information field Inactiveanonbytes.
coreweave.node_memory_Inactive_bytes
(gauge)
Memory information field Inactive_bytes.
coreweave.node_memory_Mapped_bytes
(gauge)
Memory information field Mapped_bytes.
coreweave.node_memory_MemAvailable_bytes
(gauge)
Memory information field MemAvailable_bytes.
coreweave.node_memory_MemFree_bytes
(gauge)
Memory information field MemFree_bytes.
coreweave.node_memory_MemTotal_bytes
(gauge)
Memory information field MemTotal_bytes.
coreweave.node_namespace_podkube_pod_info
(count)
coreweave.node_namespace_pod_container_container_cpu_usage_seconds_total_sum_irate
(count)
coreweave.node_namespace_pod_container_container_memory_cache
(count)
coreweave.node_namespace_pod_container_container_memory_rss
(count)
coreweave.node_namespace_pod_container_container_memory_working_set_bytes
(count)
coreweave.node_network_receive_bytes_total
(count)
Network device statistic receive_bytes.
coreweave.node_network_receive_drop_total
(count)
Network device statistic receive_drop.
coreweave.node_network_receive_errs_total
(count)
Network device statistic receive_errs.
coreweave.node_network_receive_packets_total
(count)
Network device statistic receive_packets.
coreweave.node_network_transmit_bytes_total
(count)
Network device statistic transmit_bytes.
coreweave.node_network_transmit_drop_total
(count)
Network device statistic transmit_drop.
coreweave.node_network_transmit_errs_total
(count)
Network device statistic transmit_errs.
coreweave.node_network_transmit_packets_total
(count)
Network device statistic transmit_packets.
coreweave.node_uname_info
(gauge)
Labeled system information as provided by the uname system call.
coreweave.node_uptime
(count)
coreweave.object_storage_quota_bytes
(count)
coreweave.object_storage_total_object_count
(count)
coreweave.object_storage_total_quota_bytes
(count)
coreweave.scrape_duration_seconds
(count)
coreweave.scrape_samples_post_metric_relabeling
(count)
coreweave.scrape_samples_scraped
(count)
coreweave.scrape_series_added
(count)
coreweave.up
(count)

Service Checks

coreweave does not include any service checks.

Events

coreweave does not include any events.

Troubleshooting

Need help? Contact Datadog support.