diff --git a/src/data/history.ts b/src/data/history.ts
index 29dfa5a285bf..f7a2cc20326f 100644
--- a/src/data/history.ts
+++ b/src/data/history.ts
@@ -469,15 +469,13 @@ export const computeHistory = (
 
     let unit: string | undefined;
 
-    const isNumeric =
-      forceNumeric ||
-      isNumericFromDomain(domain) ||
-      (currentState != null &&
-        isNumericFromAttributes(currentState.attributes)) ||
-      (currentState != null &&
-        domain === "sensor" &&
-        isNumericSensorEntity(currentState, sensorNumericalDeviceClasses)) ||
-      numericStateFromHistory != null;
+    const isNumeric = isNumericEntity(
+      domain,
+      currentState,
+      numericStateFromHistory,
+      sensorNumericalDeviceClasses,
+      forceNumeric
+    );
 
     if (isNumeric) {
       unit =
@@ -551,3 +549,18 @@ export const computeGroupKey = (
   device_class: string | undefined,
   splitDeviceClasses: boolean
 ) => (splitDeviceClasses ? `${unit}_${device_class || ""}` : unit);
+
+export const isNumericEntity = (
+  domain: string,
+  currentState: HassEntity | undefined,
+  numericStateFromHistory: EntityHistoryState | undefined,
+  sensorNumericalDeviceClasses: string[],
+  forceNumeric = false
+): boolean =>
+  forceNumeric ||
+  isNumericFromDomain(domain) ||
+  (currentState != null && isNumericFromAttributes(currentState.attributes)) ||
+  (currentState != null &&
+    domain === "sensor" &&
+    isNumericSensorEntity(currentState, sensorNumericalDeviceClasses)) ||
+  numericStateFromHistory != null;
diff --git a/src/dialogs/more-info/const.ts b/src/dialogs/more-info/const.ts
index e75fd38516d8..76b51ae79123 100644
--- a/src/dialogs/more-info/const.ts
+++ b/src/dialogs/more-info/const.ts
@@ -5,6 +5,7 @@ import type { GroupEntity } from "../../data/group";
 import { computeGroupDomain } from "../../data/group";
 import { CONTINUOUS_DOMAINS } from "../../data/logbook";
 import type { HomeAssistant } from "../../types";
+import { isNumericEntity } from "../../data/history";
 
 export const DOMAINS_NO_INFO = ["camera", "configurator"];
 /**
@@ -98,20 +99,27 @@ export const computeShowHistoryComponent = (
 
 export const computeShowLogBookComponent = (
   hass: HomeAssistant,
-  entityId: string
+  entityId: string,
+  sensorNumericalDeviceClasses: string[] = []
 ): boolean => {
   if (!isComponentLoaded(hass, "logbook")) {
     return false;
   }
 
   const stateObj = hass.states[entityId];
-  if (!stateObj || stateObj.attributes.unit_of_measurement) {
+  if (!stateObj) {
     return false;
   }
 
   const domain = computeDomain(entityId);
   if (
-    CONTINUOUS_DOMAINS.includes(domain) ||
+    (CONTINUOUS_DOMAINS.includes(domain) &&
+      isNumericEntity(
+        domain,
+        stateObj,
+        undefined,
+        sensorNumericalDeviceClasses
+      )) ||
     DOMAINS_MORE_INFO_NO_HISTORY.includes(domain)
   ) {
     return false;
diff --git a/src/dialogs/more-info/ha-more-info-dialog.ts b/src/dialogs/more-info/ha-more-info-dialog.ts
index 51d14f1cce77..c37e337aa3d0 100644
--- a/src/dialogs/more-info/ha-more-info-dialog.ts
+++ b/src/dialogs/more-info/ha-more-info-dialog.ts
@@ -52,6 +52,7 @@ import "./ha-more-info-info";
 import type { MoreInfoInfo } from "./ha-more-info-info";
 import "./ha-more-info-settings";
 import "./more-info-content";
+import { getSensorNumericDeviceClasses } from "../../data/sensor";
 
 export interface MoreInfoDialogParams {
   entityId: string | null;
@@ -101,6 +102,8 @@ export class MoreInfoDialog extends LitElement {
   @query("ha-more-info-info, ha-more-info-history-and-logbook")
   private _history?: MoreInfoInfo | MoreInfoHistoryAndLogbook;
 
+  @state() private _sensorNumericDeviceClasses?: string[] = [];
+
   public showDialog(params: MoreInfoDialogParams) {
     this._entityId = params.entityId;
     if (!this._entityId) {
@@ -161,7 +164,11 @@ export class MoreInfoDialog extends LitElement {
     return (
       DOMAINS_WITH_MORE_INFO.includes(domain) &&
       (computeShowHistoryComponent(this.hass, this._entityId!) ||
-        computeShowLogBookComponent(this.hass, this._entityId!))
+        computeShowLogBookComponent(
+          this.hass,
+          this._entityId!,
+          this._sensorNumericDeviceClasses
+        ))
     );
   }
 
@@ -258,6 +265,11 @@ export class MoreInfoDialog extends LitElement {
     this._setView("related");
   }
 
+  private async _loadNumericDeviceClasses() {
+    const deviceClasses = await getSensorNumericDeviceClasses(this.hass);
+    this._sensorNumericDeviceClasses = deviceClasses.numeric_device_classes;
+  }
+
   protected render() {
     if (!this._entityId) {
       return nothing;
@@ -515,6 +527,7 @@ export class MoreInfoDialog extends LitElement {
   protected firstUpdated(changedProps: PropertyValues) {
     super.firstUpdated(changedProps);
     this.addEventListener("close-dialog", () => this.closeDialog());
+    this._loadNumericDeviceClasses();
   }
 
   protected updated(changedProps: PropertyValues) {
diff --git a/src/dialogs/more-info/ha-more-info-history-and-logbook.ts b/src/dialogs/more-info/ha-more-info-history-and-logbook.ts
index a4aa7698698e..3ce6261995a6 100644
--- a/src/dialogs/more-info/ha-more-info-history-and-logbook.ts
+++ b/src/dialogs/more-info/ha-more-info-history-and-logbook.ts
@@ -1,6 +1,6 @@
 import type { CSSResultGroup } from "lit";
 import { css, html, LitElement } from "lit";
-import { customElement, property, query } from "lit/decorators";
+import { customElement, property, query, state } from "lit/decorators";
 import type { ChartResizeOptions } from "../../components/chart/ha-chart-base";
 import type { HomeAssistant } from "../../types";
 import {
@@ -10,6 +10,7 @@ import {
 import "./ha-more-info-history";
 import type { MoreInfoHistory } from "./ha-more-info-history";
 import "./ha-more-info-logbook";
+import { getSensorNumericDeviceClasses } from "../../data/sensor";
 
 @customElement("ha-more-info-history-and-logbook")
 export class MoreInfoHistoryAndLogbook extends LitElement {
@@ -20,6 +21,18 @@ export class MoreInfoHistoryAndLogbook extends LitElement {
   @query("ha-more-info-history")
   private _history?: MoreInfoHistory;
 
+  @state() private _sensorNumericDeviceClasses?: string[] = [];
+
+  private async _loadNumericDeviceClasses() {
+    const deviceClasses = await getSensorNumericDeviceClasses(this.hass);
+    this._sensorNumericDeviceClasses = deviceClasses.numeric_device_classes;
+  }
+
+  protected firstUpdated(changedProps) {
+    super.firstUpdated(changedProps);
+    this._loadNumericDeviceClasses();
+  }
+
   public resize(options?: ChartResizeOptions) {
     this._history?.resize(options);
   }
@@ -34,7 +47,11 @@ export class MoreInfoHistoryAndLogbook extends LitElement {
             ></ha-more-info-history>
           `
         : ""}
-      ${computeShowLogBookComponent(this.hass, this.entityId)
+      ${computeShowLogBookComponent(
+        this.hass,
+        this.entityId,
+        this._sensorNumericDeviceClasses
+      )
         ? html`
             <ha-more-info-logbook
               .hass=${this.hass}
diff --git a/src/dialogs/more-info/ha-more-info-info.ts b/src/dialogs/more-info/ha-more-info-info.ts
index efee44afbdc8..485337cda14a 100644
--- a/src/dialogs/more-info/ha-more-info-info.ts
+++ b/src/dialogs/more-info/ha-more-info-info.ts
@@ -1,6 +1,6 @@
 import type { HassEntity } from "home-assistant-js-websocket";
 import { css, html, LitElement, nothing } from "lit";
-import { customElement, property, query } from "lit/decorators";
+import { customElement, property, query, state } from "lit/decorators";
 import { computeDomain } from "../../common/entity/compute_domain";
 import type { ChartResizeOptions } from "../../components/chart/ha-chart-base";
 import type { ExtEntityRegistryEntry } from "../../data/entity_registry";
@@ -17,6 +17,7 @@ import "./ha-more-info-history";
 import type { MoreInfoHistory } from "./ha-more-info-history";
 import "./ha-more-info-logbook";
 import "./more-info-content";
+import { getSensorNumericDeviceClasses } from "../../data/sensor";
 
 @customElement("ha-more-info-info")
 export class MoreInfoInfo extends LitElement {
@@ -28,9 +29,21 @@ export class MoreInfoInfo extends LitElement {
 
   @property({ attribute: false }) public editMode?: boolean;
 
+  @state() private _sensorNumericDeviceClasses?: string[] = [];
+
   @query("ha-more-info-history")
   private _history?: MoreInfoHistory;
 
+  private async _loadNumericDeviceClasses() {
+    const deviceClasses = await getSensorNumericDeviceClasses(this.hass);
+    this._sensorNumericDeviceClasses = deviceClasses.numeric_device_classes;
+  }
+
+  protected firstUpdated(changedProps) {
+    super.firstUpdated(changedProps);
+    this._loadNumericDeviceClasses();
+  }
+
   public resize(options?: ChartResizeOptions) {
     this._history?.resize(options);
   }
@@ -85,7 +98,11 @@ export class MoreInfoInfo extends LitElement {
                 .entityId=${this.entityId}
               ></ha-more-info-history>`}
           ${DOMAINS_WITH_MORE_INFO.includes(domain) ||
-          !computeShowLogBookComponent(this.hass, entityId)
+          !computeShowLogBookComponent(
+            this.hass,
+            entityId,
+            this._sensorNumericDeviceClasses
+          )
             ? ""
             : html`<ha-more-info-logbook
                 .hass=${this.hass}