diff --git a/charts/synthetic-monitoring-agent/Chart.yaml b/charts/synthetic-monitoring-agent/Chart.yaml
index da33468b5d..b873c5557b 100644
--- a/charts/synthetic-monitoring-agent/Chart.yaml
+++ b/charts/synthetic-monitoring-agent/Chart.yaml
@@ -15,4 +15,4 @@ name: synthetic-monitoring-agent
 sources:
   - https://github.com/grafana/synthetic-monitoring-agent
 type: application
-version: 0.5.0
+version: 0.5.1
diff --git a/charts/synthetic-monitoring-agent/README.md b/charts/synthetic-monitoring-agent/README.md
index 6dfc8cff94..03776debf4 100644
--- a/charts/synthetic-monitoring-agent/README.md
+++ b/charts/synthetic-monitoring-agent/README.md
@@ -1,6 +1,6 @@
 # synthetic-monitoring-agent
 
-![Version: 0.5.0](https://img.shields.io/badge/Version-0.5.0-informational?style=flat-square) ![Type: application](https://img.shields.io/badge/Type-application-informational?style=flat-square) ![AppVersion: v0.9.3-0-gcd7aadd](https://img.shields.io/badge/AppVersion-v0.9.3--0--gcd7aadd-informational?style=flat-square)
+![Version: 0.5.1](https://img.shields.io/badge/Version-0.5.1-informational?style=flat-square) ![Type: application](https://img.shields.io/badge/Type-application-informational?style=flat-square) ![AppVersion: v0.9.3-0-gcd7aadd](https://img.shields.io/badge/AppVersion-v0.9.3--0--gcd7aadd-informational?style=flat-square)
 
 Grafana's Synthetic Monitoring application. The agent provides probe functionality and executes network checks for monitoring remote targets.
 
@@ -32,11 +32,6 @@ Kubernetes: `^1.16.0-0`
 | agent.debug | bool | `false` | Enable / disable debug logging on the agent. |
 | agent.enableDisconnect | bool | `false` | Enable / disable the HTTP /disconnect endpoint |
 | agent.verbose | bool | `false` | Enable / disable verbose logging on the agent. |
-| autoscaling.enabled | bool | `false` | Enable autoscaling |
-| autoscaling.maxReplicas | int | `3` | Maximum autoscaling replicas |
-| autoscaling.minReplicas | int | `1` | Minimum autoscaling replicas |
-| autoscaling.targetCPUUtilizationPercentage | int | `60` | Target CPU utilisation percentage |
-| autoscaling.targetMemoryUtilizationPercentage | string | `nil` | Target memory utilisation percentage |
 | deploymentStrategy | object | `{}` | See `kubectl explain deployment.spec.strategy` for more ref: https://kubernetes.io/docs/concepts/workloads/controllers/deployment/#strategy |
 | extraObjects | list | `[]` | Add dynamic manifests via values: |
 | fullnameOverride | string | `""` | Override the fullname of the chart. |
@@ -53,7 +48,6 @@ Kubernetes: `^1.16.0-0`
 | podLabels | object | `{}` | Labels to add to each pod. |
 | podSecurityContext | object | `{"fsGroup":65534}` | Security context on the Pod level. |
 | readinessProbe | object | `{"httpGet":{"path":"/ready","port":"http"}}` | Readiness probe for the agent |
-| replicaCount | int | `1` | Number of replicas to use; ignored if `autoscaling.enabled` is set to `true`. |
 | resources | object | `{}` | Default resources to apply. |
 | secret.existingSecret | string | `""` | Reference an existing secret for API token |
 | securityContext | object | `{"capabilities":{"drop":["ALL"]},"readOnlyRootFilesystem":true,"runAsNonRoot":true,"runAsUser":65534}` | Security context for the container level. |
diff --git a/charts/synthetic-monitoring-agent/templates/deployment.yaml b/charts/synthetic-monitoring-agent/templates/deployment.yaml
index ea7b387215..51122ee16a 100644
--- a/charts/synthetic-monitoring-agent/templates/deployment.yaml
+++ b/charts/synthetic-monitoring-agent/templates/deployment.yaml
@@ -10,9 +10,7 @@ spec:
     {{- toYaml . | nindent 4 }}
   {{- end }}
   minReadySeconds: 10
-  {{- if not .Values.autoscaling.enabled }}
-  replicas: {{ .Values.replicaCount }}
-  {{- end }}
+  replicas: 1
   selector:
     matchLabels:
       {{- include "synthetic-monitoring-agent.selectorLabels" . | nindent 6 }}
diff --git a/charts/synthetic-monitoring-agent/templates/hpa.yaml b/charts/synthetic-monitoring-agent/templates/hpa.yaml
deleted file mode 100644
index 213acb9d2a..0000000000
--- a/charts/synthetic-monitoring-agent/templates/hpa.yaml
+++ /dev/null
@@ -1,28 +0,0 @@
-{{- if .Values.autoscaling.enabled }}
-apiVersion: autoscaling/v2beta1
-kind: HorizontalPodAutoscaler
-metadata:
-  name: {{ include "synthetic-monitoring-agent.fullname" . }}
-  labels:
-    {{- include "synthetic-monitoring-agent.labels" . | nindent 4 }}
-spec:
-  scaleTargetRef:
-    apiVersion: apps/v1
-    kind: Deployment
-    name: {{ include "synthetic-monitoring-agent.fullname" . }}
-  minReplicas: {{ .Values.autoscaling.minReplicas }}
-  maxReplicas: {{ .Values.autoscaling.maxReplicas }}
-  metrics:
-    {{- if .Values.autoscaling.targetCPUUtilizationPercentage }}
-    - type: Resource
-      resource:
-        name: cpu
-        targetAverageUtilization: {{ .Values.autoscaling.targetCPUUtilizationPercentage }}
-    {{- end }}
-    {{- if .Values.autoscaling.targetMemoryUtilizationPercentage }}
-    - type: Resource
-      resource:
-        name: memory
-        targetAverageUtilization: {{ .Values.autoscaling.targetMemoryUtilizationPercentage }}
-    {{- end }}
-{{- end }}
diff --git a/charts/synthetic-monitoring-agent/values.yaml b/charts/synthetic-monitoring-agent/values.yaml
index e3d0c15b8d..acfcd66b97 100644
--- a/charts/synthetic-monitoring-agent/values.yaml
+++ b/charts/synthetic-monitoring-agent/values.yaml
@@ -15,9 +15,6 @@ agent:
   # -- Enable / disable verbose logging on the agent.
   verbose: false
 
-# -- Number of replicas to use; ignored if `autoscaling.enabled` is set to `true`.
-replicaCount: 1
-
 image:
   # -- Base registry to pull the container image from.
   registry: docker.io
@@ -72,18 +69,6 @@ resources:
   #   cpu: 200m
   #   memory: 512Mi
 
-autoscaling:
-  # -- Enable autoscaling
-  enabled: false
-  # -- Minimum autoscaling replicas
-  minReplicas: 1
-  # -- Maximum autoscaling replicas
-  maxReplicas: 3
-  # -- Target CPU utilisation percentage
-  targetCPUUtilizationPercentage: 60
-  # -- Target memory utilisation percentage
-  targetMemoryUtilizationPercentage:
-
 # -- Liveness probe for the agent
 livenessProbe:
   httpGet: