diff --git a/static/app/views/dashboards/datasetConfig/spans.tsx b/static/app/views/dashboards/datasetConfig/spans.tsx
index cd6d8c06aa9d69..04cabc0ac19463 100644
--- a/static/app/views/dashboards/datasetConfig/spans.tsx
+++ b/static/app/views/dashboards/datasetConfig/spans.tsx
@@ -23,6 +23,8 @@ import {
   isEquation,
   isEquationAlias,
   type Aggregation,
+  type AggregationOutputType,
+  type DataUnit,
   type QueryFieldValue,
 } from 'sentry/utils/discover/fields';
 import {
@@ -238,6 +240,57 @@ export const SpansConfig: DatasetConfig<
     }
     return getFieldRenderer(field, meta, false, widget, dashboardFilters);
   },
+  getSeriesResultUnit: (data, widgetQuery) => {
+    const resultUnits: Record<string, DataUnit> = {};
+    widgetQuery.fieldMeta?.forEach((meta, index) => {
+      if (meta && widgetQuery.fields) {
+        resultUnits[widgetQuery.fields[index]!] = meta.valueUnit;
+      }
+    });
+    const isMultiSeriesStats = isMultiSeriesEventsStats(data);
+
+    // if there's only one aggregate and more then one group by the series names are the name of the group, not the aggregate name
+    // But we can just assume the units is for all the series
+    // TODO: This doesn't work with multiple aggregates
+    const firstMeta = widgetQuery.fieldMeta?.find(meta => meta !== null);
+    if (
+      isMultiSeriesStats &&
+      firstMeta &&
+      widgetQuery.aggregates?.length === 1 &&
+      widgetQuery.columns?.length > 0
+    ) {
+      Object.keys(data).forEach(seriesName => {
+        resultUnits[seriesName] = firstMeta.valueUnit;
+      });
+    }
+    return resultUnits;
+  },
+  getSeriesResultType: (data, widgetQuery) => {
+    const resultTypes: Record<string, AggregationOutputType> = {};
+    widgetQuery.fieldMeta?.forEach((meta, index) => {
+      if (meta && widgetQuery.fields) {
+        resultTypes[widgetQuery.fields[index]!] = meta.valueType as AggregationOutputType;
+      }
+    });
+
+    const isMultiSeriesStats = isMultiSeriesEventsStats(data);
+
+    // if there's only one aggregate and more then one group by the series names are the name of the group, not the aggregate name
+    // But we can just assume the units is for all the series
+    // TODO: This doesn't work with multiple aggregates
+    const firstMeta = widgetQuery.fieldMeta?.find(meta => meta !== null);
+    if (
+      isMultiSeriesStats &&
+      firstMeta &&
+      widgetQuery.aggregates?.length === 1 &&
+      widgetQuery.columns?.length > 0
+    ) {
+      Object.keys(data).forEach(seriesName => {
+        resultTypes[seriesName] = firstMeta.valueType as AggregationOutputType;
+      });
+    }
+    return resultTypes;
+  },
 };
 
 function getPrimaryFieldOptions(
diff --git a/static/app/views/dashboards/types.tsx b/static/app/views/dashboards/types.tsx
index f2f6cf882f5f48..cfd5cf787b748f 100644
--- a/static/app/views/dashboards/types.tsx
+++ b/static/app/views/dashboards/types.tsx
@@ -5,6 +5,7 @@ import type {Tag} from 'sentry/types/group';
 import type {User} from 'sentry/types/user';
 import {SavedQueryDatasets, type DatasetSource} from 'sentry/utils/discover/types';
 import type {PrebuiltDashboardId} from 'sentry/views/dashboards/utils/prebuiltConfigs';
+import type {TimeSeriesMeta} from 'sentry/views/dashboards/widgets/common/types';
 
 import type {ThresholdsConfig} from './widgetBuilder/buildSteps/thresholdsStep/thresholds';
 
@@ -95,6 +96,8 @@ export type WidgetQuery = {
   // Table column alias.
   // We may want to have alias for y-axis in the future too
   fieldAliases?: string[];
+  // Used to define the units of the fields in the widget queries, currently not saved
+  fieldMeta?: Array<Pick<TimeSeriesMeta, 'valueType' | 'valueUnit'> | null>;
   // Fields is replaced with aggregates + columns. It
   // is currently used to track column order on table
   // widgets.
diff --git a/static/app/views/dashboards/utils/prebuiltConfigs/backendOverview/backendOverview.ts b/static/app/views/dashboards/utils/prebuiltConfigs/backendOverview/backendOverview.ts
index f69fddb450cf74..ed8565cd66c03f 100644
--- a/static/app/views/dashboards/utils/prebuiltConfigs/backendOverview/backendOverview.ts
+++ b/static/app/views/dashboards/utils/prebuiltConfigs/backendOverview/backendOverview.ts
@@ -48,6 +48,7 @@ const FIRST_ROW_WIDGETS: Widget[] = spaceWidgetsEquallyOnRow(
             `count(${SpanFields.SPAN_DURATION})`,
             `equation|count_if(${SpanFields.TRACE_STATUS},equals,internal_error) / count(${SpanFields.SPAN_DURATION})`,
           ],
+          fieldMeta: [null, {valueType: 'percentage', valueUnit: null}],
           columns: [],
           fieldAliases: [],
           conditions: `${SpanFields.SPAN_OP}:http.server`,
@@ -129,6 +130,7 @@ const SECOND_ROW_WIDGETS: Widget[] = spaceWidgetsEquallyOnRow(
             `equation|count_if(${SpanFields.TRACE_STATUS},equals,internal_error) / count(${SpanFields.SPAN_DURATION})`,
           ],
           columns: [],
+          fieldMeta: [null, {valueType: 'percentage', valueUnit: null}],
           fieldAliases: [],
           conditions: `${SpanFields.SPAN_OP}:queue.process`,
           orderby: `count(${SpanFields.SPAN_DURATION})`,
@@ -171,13 +173,13 @@ const SECOND_ROW_WIDGETS: Widget[] = spaceWidgetsEquallyOnRow(
         {
           name: '',
           fields: [
-            SpanFields.TRANSACTION,
             `equation|count_if(${SpanFields.CACHE_HIT},equals,false) / count(${SpanFields.SPAN_DURATION})`,
           ],
           aggregates: [
             `equation|count_if(${SpanFields.CACHE_HIT},equals,false) / count(${SpanFields.SPAN_DURATION})`,
           ],
           columns: [SpanFields.TRANSACTION],
+          fieldMeta: [{valueType: 'percentage', valueUnit: null}],
           fieldAliases: [''],
           conditions: `${SpanFields.SPAN_OP}:[cache.get,cache.get_item]`,
           orderby: `-equation|count_if(${SpanFields.CACHE_HIT},equals,false) / count(${SpanFields.SPAN_DURATION})`,
@@ -211,6 +213,7 @@ const THIRD_ROW_WIDGETS: Widget[] = spaceWidgetsEquallyOnRow(
             `equation|count_if(${SpanFields.TRACE_STATUS},equals,internal_error) / count(${SpanFields.SPAN_DURATION})`,
           ],
           columns: [],
+          fieldMeta: [null, {valueType: 'percentage', valueUnit: null}],
           fieldAliases: ['Jobs', 'Error Rate'],
           conditions: `${SpanFields.SPAN_OP}:queue.process`,
           orderby: `-count(${SpanFields.SPAN_DURATION})`,
@@ -271,6 +274,7 @@ const THIRD_ROW_WIDGETS: Widget[] = spaceWidgetsEquallyOnRow(
             `equation|count_if(${SpanFields.CACHE_HIT},equals,false) / count(${SpanFields.SPAN_DURATION})`,
           ],
           columns: [SpanFields.TRANSACTION],
+          fieldMeta: [null, null, null, {valueType: 'percentage', valueUnit: null}],
           fieldAliases: ['', 'Cache Misses', 'Cache Calls', 'Cache Miss Rate'],
           conditions: `${SpanFields.SPAN_OP}:[cache.get,cache.get_item]`,
           orderby: '-equation[1]',
@@ -329,6 +333,16 @@ const TRANSACTIONS_TABLE: Widget = {
         'Users',
         'Time Spent',
       ],
+      fieldMeta: [
+        null,
+        null,
+        null,
+        null,
+        null,
+        null,
+        null,
+        {valueType: 'percentage', valueUnit: null},
+      ],
       conditions: TABLE_QUERY.formatString(),
       orderby: '-sum(span.duration)',
       linkedDashboards: [],
diff --git a/static/app/views/dashboards/utils/prebuiltConfigs/http/domainSummary.ts b/static/app/views/dashboards/utils/prebuiltConfigs/http/domainSummary.ts
index 7aa5d55a4419ed..2fad6f767886b8 100644
--- a/static/app/views/dashboards/utils/prebuiltConfigs/http/domainSummary.ts
+++ b/static/app/views/dashboards/utils/prebuiltConfigs/http/domainSummary.ts
@@ -112,6 +112,7 @@ const BIG_NUMBER_ROW_WIDGETS: Widget[] = spaceWidgetsEquallyOnRow(
           aggregates: [PERCENTAGE_3XX],
           columns: [],
           orderby: PERCENTAGE_3XX,
+          fieldMeta: [{valueType: 'percentage', valueUnit: null}],
         },
       ],
     },
@@ -129,6 +130,7 @@ const BIG_NUMBER_ROW_WIDGETS: Widget[] = spaceWidgetsEquallyOnRow(
           aggregates: [PERCENTAGE_4XX],
           columns: [],
           orderby: PERCENTAGE_4XX,
+          fieldMeta: [{valueType: 'percentage', valueUnit: null}],
         },
       ],
     },
@@ -146,6 +148,7 @@ const BIG_NUMBER_ROW_WIDGETS: Widget[] = spaceWidgetsEquallyOnRow(
           aggregates: [PERCENTAGE_5XX],
           columns: [],
           orderby: PERCENTAGE_5XX,
+          fieldMeta: [{valueType: 'percentage', valueUnit: null}],
         },
       ],
     },
@@ -221,6 +224,7 @@ const CHART_ROW_WIDGETS: Widget[] = spaceWidgetsEquallyOnRow(
           aggregates: [PERCENTAGE_3XX],
           columns: [],
           orderby: PERCENTAGE_3XX,
+          fieldMeta: [{valueType: 'percentage', valueUnit: null}],
         },
         {
           name: '4XX',
@@ -229,6 +233,7 @@ const CHART_ROW_WIDGETS: Widget[] = spaceWidgetsEquallyOnRow(
           aggregates: [PERCENTAGE_4XX],
           columns: [],
           orderby: PERCENTAGE_4XX,
+          fieldMeta: [{valueType: 'percentage', valueUnit: null}],
         },
         {
           name: '5XX',
@@ -237,6 +242,7 @@ const CHART_ROW_WIDGETS: Widget[] = spaceWidgetsEquallyOnRow(
           aggregates: [PERCENTAGE_5XX],
           columns: [],
           orderby: PERCENTAGE_5XX,
+          fieldMeta: [{valueType: 'percentage', valueUnit: null}],
         },
       ],
     },
@@ -279,6 +285,13 @@ const TRANSACTIONS_TABLE: Widget = {
         DataTitles.avg,
         DataTitles.timeSpent,
       ],
+      fieldMeta: [
+        null,
+        null,
+        {valueType: 'percentage', valueUnit: null},
+        {valueType: 'percentage', valueUnit: null},
+        {valueType: 'percentage', valueUnit: null},
+      ],
       conditions: FILTER_STRING,
       name: '',
       orderby: '-sum(span.self_time)',
diff --git a/static/app/views/dashboards/utils/prebuiltConfigs/http/http.ts b/static/app/views/dashboards/utils/prebuiltConfigs/http/http.ts
index 835977048f21b8..461983931d03a0 100644
--- a/static/app/views/dashboards/utils/prebuiltConfigs/http/http.ts
+++ b/static/app/views/dashboards/utils/prebuiltConfigs/http/http.ts
@@ -71,6 +71,7 @@ const FIRST_ROW_WIDGETS: Widget[] = spaceWidgetsEquallyOnRow(
           fields: [PERCENTAGE_3XX],
           aggregates: [PERCENTAGE_3XX],
           columns: [],
+          fieldMeta: [{valueType: 'percentage', valueUnit: null}],
           orderby: PERCENTAGE_3XX,
         },
         {
@@ -79,6 +80,7 @@ const FIRST_ROW_WIDGETS: Widget[] = spaceWidgetsEquallyOnRow(
           fields: [PERCENTAGE_4XX],
           aggregates: [PERCENTAGE_4XX],
           columns: [],
+          fieldMeta: [{valueType: 'percentage', valueUnit: null}],
           orderby: PERCENTAGE_4XX,
         },
         {
@@ -87,6 +89,7 @@ const FIRST_ROW_WIDGETS: Widget[] = spaceWidgetsEquallyOnRow(
           fields: [PERCENTAGE_5XX],
           aggregates: [PERCENTAGE_5XX],
           columns: [],
+          fieldMeta: [{valueType: 'percentage', valueUnit: null}],
           orderby: PERCENTAGE_5XX,
         },
       ],
@@ -139,6 +142,14 @@ const DOMAIN_TABLE: Widget = {
           staticDashboardId: 5,
         },
       ],
+      fieldMeta: [
+        null,
+        null,
+        null,
+        {valueType: 'percentage', valueUnit: null},
+        {valueType: 'percentage', valueUnit: null},
+        {valueType: 'percentage', valueUnit: null},
+      ],
       conditions: FILTER_STRING,
       name: '',
       orderby: '-sum(span.self_time)',
diff --git a/static/app/views/dashboards/widgetCard/genericWidgetQueries.tsx b/static/app/views/dashboards/widgetCard/genericWidgetQueries.tsx
index b71a781e4a96c0..ce6ae2e4f9c317 100644
--- a/static/app/views/dashboards/widgetCard/genericWidgetQueries.tsx
+++ b/static/app/views/dashboards/widgetCard/genericWidgetQueries.tsx
@@ -308,6 +308,18 @@ class GenericWidgetQueries<SeriesResponse, TableResponse> extends Component<
       ) as TableDataWithTitle;
       transformedData.title = widget.queries[i]?.name ?? '';
 
+      const meta = transformedData.meta;
+      const fieldMeta = widget?.queries?.[i]?.fieldMeta;
+      if (fieldMeta && meta) {
+        fieldMeta.forEach((m, index) => {
+          const field = widget.queries?.[i]?.fields?.[index];
+          if (m && field) {
+            meta.units![field] = m.valueUnit ?? '';
+            meta.fields![field] = m.valueType;
+          }
+        });
+      }
+
       // Overwrite the local var to work around state being stale in tests.
       transformedTableResults = [...transformedTableResults, transformedData];
 
@@ -390,14 +402,28 @@ class GenericWidgetQueries<SeriesResponse, TableResponse> extends Component<
     // to derive the types and units since they share the same aggregations and fields
     const timeseriesResultsTypes = responses.reduce(
       (acc, response) => {
-        acc = {...acc, ...config.getSeriesResultType?.(response[0], widget.queries[0]!)};
+        let allResultTypes: Record<string, AggregationOutputType> = {};
+        widget.queries.forEach(query => {
+          allResultTypes = {
+            ...allResultTypes,
+            ...config.getSeriesResultType?.(response[0], query),
+          };
+        });
+        acc = {...acc, ...allResultTypes};
         return acc;
       },
       {} as Record<string, AggregationOutputType>
     );
     const timeseriesResultsUnits = responses.reduce(
       (acc, response) => {
-        acc = {...acc, ...config.getSeriesResultUnit?.(response[0], widget.queries[0]!)};
+        let allResultUnits: Record<string, DataUnit> = {};
+        widget.queries.forEach(query => {
+          allResultUnits = {
+            ...allResultUnits,
+            ...config.getSeriesResultUnit?.(response[0], query),
+          };
+        });
+        acc = {...acc, ...allResultUnits};
         return acc;
       },
       {} as Record<string, DataUnit>