diff --git a/src/data/logbook.ts b/src/data/logbook.ts
index 21822d0916..bcfd6c9e8a 100644
--- a/src/data/logbook.ts
+++ b/src/data/logbook.ts
@@ -8,12 +8,12 @@ import { computeDomain } from "../common/entity/compute_domain";
 import { computeStateDomain } from "../common/entity/compute_state_domain";
 import { autoCaseNoun } from "../common/translations/auto_case_noun";
 import type { LocalizeFunc } from "../common/translations/localize";
-import type { HaEntityPickerEntityFilterFunc } from "../components/entity/ha-entity-picker";
 import type { HomeAssistant } from "../types";
 import { UNAVAILABLE, UNKNOWN } from "./entity";
+import { isNumericEntity } from "./history";
 
 const LOGBOOK_LOCALIZE_PATH = "ui.components.logbook.messages";
-export const CONTINUOUS_DOMAINS = ["counter", "proximity", "sensor", "zone"];
+export const CONTINUOUS_DOMAINS = ["counter", "proximity"];
 
 export interface LogbookStreamMessage {
   events: LogbookEntry[];
@@ -326,9 +326,14 @@ export const localizeStateMessage = (
   });
 };
 
-export const filterLogbookCompatibleEntities: HaEntityPickerEntityFilterFunc = (
-  entity
-) =>
-  computeStateDomain(entity) !== "sensor" ||
-  (entity.attributes.unit_of_measurement === undefined &&
-    entity.attributes.state_class === undefined);
+export const filterLogbookCompatibleEntities = (
+  entity,
+  sensorNumericDeviceClasses: string[] = []
+) => {
+  const domain = computeStateDomain(entity);
+  const continuous =
+    CONTINUOUS_DOMAINS.includes(domain) ||
+    (domain === "sensor" &&
+      isNumericEntity(domain, entity, undefined, sensorNumericDeviceClasses));
+  return !continuous;
+};
diff --git a/src/dialogs/more-info/const.ts b/src/dialogs/more-info/const.ts
index b0795eb538..cdcf2bc94a 100644
--- a/src/dialogs/more-info/const.ts
+++ b/src/dialogs/more-info/const.ts
@@ -116,7 +116,8 @@ export const computeShowLogBookComponent = (
 
   const domain = computeDomain(entityId);
   if (
-    (CONTINUOUS_DOMAINS.includes(domain) &&
+    CONTINUOUS_DOMAINS.includes(domain) ||
+    (domain === "sensor" &&
       isNumericEntity(
         domain,
         stateObj,
diff --git a/src/panels/logbook/ha-panel-logbook.ts b/src/panels/logbook/ha-panel-logbook.ts
index 38a4bbbdc4..6282da8a39 100644
--- a/src/panels/logbook/ha-panel-logbook.ts
+++ b/src/panels/logbook/ha-panel-logbook.ts
@@ -25,6 +25,8 @@ import "./ha-logbook";
 import { storage } from "../../common/decorators/storage";
 import { ensureArray } from "../../common/array/ensure-array";
 import { resolveEntityIDs } from "../../data/selector";
+import { getSensorNumericDeviceClasses } from "../../data/sensor";
+import type { HaEntityPickerEntityFilterFunc } from "../../components/entity/ha-entity-picker";
 
 @customElement("ha-panel-logbook")
 export class HaPanelLogbook extends LitElement {
@@ -47,6 +49,8 @@ export class HaPanelLogbook extends LitElement {
   })
   private _targetPickerValue: HassServiceTarget = {};
 
+  @state() private _sensorNumericDeviceClasses?: string[] = [];
+
   public constructor() {
     super();
 
@@ -100,7 +104,7 @@ export class HaPanelLogbook extends LitElement {
 
             <ha-target-picker
               .hass=${this.hass}
-              .entityFilter=${filterLogbookCompatibleEntities}
+              .entityFilter=${this._filterFunc}
               .value=${this._targetPickerValue}
               add-on-top
               @value-changed=${this._targetsChanged}
@@ -118,6 +122,9 @@ export class HaPanelLogbook extends LitElement {
     `;
   }
 
+  private _filterFunc: HaEntityPickerEntityFilterFunc = (entity) =>
+    filterLogbookCompatibleEntities(entity, this._sensorNumericDeviceClasses);
+
   protected willUpdate(changedProps: PropertyValues) {
     super.willUpdate(changedProps);
 
@@ -128,9 +135,15 @@ export class HaPanelLogbook extends LitElement {
     this._applyURLParams();
   }
 
+  private async _loadNumericDeviceClasses() {
+    const deviceClasses = await getSensorNumericDeviceClasses(this.hass);
+    this._sensorNumericDeviceClasses = deviceClasses.numeric_device_classes;
+  }
+
   protected firstUpdated(changedProps: PropertyValues) {
     super.firstUpdated(changedProps);
     this.hass.loadBackendTranslation("title");
+    this._loadNumericDeviceClasses();
 
     const searchParams = extractSearchParamsObject();
     if (searchParams.back === "1" && history.length > 1) {
diff --git a/src/panels/lovelace/editor/config-elements/hui-logbook-card-editor.ts b/src/panels/lovelace/editor/config-elements/hui-logbook-card-editor.ts
index 5315a27796..5fbfe41368 100644
--- a/src/panels/lovelace/editor/config-elements/hui-logbook-card-editor.ts
+++ b/src/panels/lovelace/editor/config-elements/hui-logbook-card-editor.ts
@@ -22,6 +22,8 @@ import type { LovelaceCardEditor } from "../../types";
 import { baseLovelaceCardConfig } from "../structs/base-card-struct";
 import { DEFAULT_HOURS_TO_SHOW } from "../../cards/hui-logbook-card";
 import { targetStruct } from "../../../../data/script";
+import type { HaEntityPickerEntityFilterFunc } from "../../../../components/entity/ha-entity-picker";
+import { getSensorNumericDeviceClasses } from "../../../../data/sensor";
 
 const cardConfigStruct = assign(
   baseLovelaceCardConfig,
@@ -59,6 +61,8 @@ export class HuiLogbookCardEditor
 
   @state() private _config?: LogbookCardConfig;
 
+  @state() private _sensorNumericDeviceClasses?: string[];
+
   public setConfig(config: LogbookCardConfig): void {
     assert(config, cardConfigStruct);
     this._config = config;
@@ -80,6 +84,20 @@ export class HuiLogbookCardEditor
     );
   }
 
+  private async _loadNumericDeviceClasses(hass: HomeAssistant) {
+    // ensures that the _load function is not called a second time
+    // if another updated occurs before the async function returns
+    this._sensorNumericDeviceClasses = [];
+    const deviceClasses = await getSensorNumericDeviceClasses(hass);
+    this._sensorNumericDeviceClasses = deviceClasses.numeric_device_classes;
+  }
+
+  protected updated() {
+    if (this.hass && !this._sensorNumericDeviceClasses) {
+      this._loadNumericDeviceClasses(this.hass);
+    }
+  }
+
   protected render() {
     if (!this.hass || !this._config) {
       return nothing;
@@ -96,7 +114,7 @@ export class HuiLogbookCardEditor
 
       <ha-target-picker
         .hass=${this.hass}
-        .entityFilter=${filterLogbookCompatibleEntities}
+        .entityFilter=${this._filterFunc}
         .value=${this._targetPicker}
         add-on-top
         @value-changed=${this._entitiesChanged}
@@ -104,6 +122,9 @@ export class HuiLogbookCardEditor
     `;
   }
 
+  private _filterFunc: HaEntityPickerEntityFilterFunc = (entity) =>
+    filterLogbookCompatibleEntities(entity, this._sensorNumericDeviceClasses);
+
   private _entitiesChanged(ev: CustomEvent): void {
     this._config = { ...this._config!, target: ev.detail.value };
     fireEvent(this, "config-changed", { config: this._config });