diff --git a/public/app/plugins/panel/table/specs/transformers.jest.ts b/public/app/plugins/panel/table/specs/transformers.jest.ts
index f3b58270bfc..1c7fc3e7852 100644
--- a/public/app/plugins/panel/table/specs/transformers.jest.ts
+++ b/public/app/plugins/panel/table/specs/transformers.jest.ts
@@ -156,6 +156,18 @@ describe('when transforming time series table', () => {
           rows: [
             [time, 'Label Value 1', 'Label Value 2', 13],
           ],
+        },
+        {
+          type: 'table',
+          columns: [
+            { text: 'Time' },
+            { text: 'Label Key 1' },
+            { text: 'Label Key 2' },
+            { text: 'Value' },
+          ],
+          rows: [
+            [time, 'Label Value 1', 'Label Value 2', 4],
+          ],
         }
       ];
 
@@ -226,12 +238,13 @@ describe('when transforming time series table', () => {
 
         it ('should return the union of columns for multiple queries', () => {
           table = transformDataToTable(multipleQueriesDataSameLabels, panel);
-          expect(table.columns.length).toBe(5);
+          expect(table.columns.length).toBe(6);
           expect(table.columns[0].text).toBe('Time');
           expect(table.columns[1].text).toBe('Label Key 1');
           expect(table.columns[2].text).toBe('Label Key 2');
           expect(table.columns[3].text).toBe('Value #A');
           expect(table.columns[4].text).toBe('Value #B');
+          expect(table.columns[5].text).toBe('Value #C');
         });
 
         it ('should return 1 row for a single query', () => {
@@ -250,6 +263,7 @@ describe('when transforming time series table', () => {
           expect(table.rows[0][2]).toBe('Label Value 2');
           expect(table.rows[0][3]).toBe(42);
           expect(table.rows[0][4]).toBe(13);
+          expect(table.rows[0][5]).toBe(4);
         });
 
         it ('should return 2 rows for a mulitple queries with different label values', () => {
diff --git a/public/app/plugins/panel/table/transformers.ts b/public/app/plugins/panel/table/transformers.ts
index 5caf8f09f8c..5081ab785b6 100644
--- a/public/app/plugins/panel/table/transformers.ts
+++ b/public/app/plugins/panel/table/transformers.ts
@@ -235,26 +235,33 @@ transformers['table'] = {
     const mergedRows = {};
     rows = rows.reduce((acc, row, i) => {
       if (!mergedRows[i]) {
-        const match = _.findIndex(rows, (other, j) => {
-          let same = true;
-          for (let index = 0; index < nonValueColumnCount; index++) {
-            if (row[index] !== other[index]) {
-              same = false;
-              break;
+        let offset = i + 1;
+        while (offset < rows.length) {
+          const match = _.findIndex(rows, (other, j) => {
+            let same = true;
+            for (let index = 0; index < nonValueColumnCount; index++) {
+              if (row[index] !== other[index]) {
+                same = false;
+                break;
+              }
             }
-          }
-          return same;
-        }, i + 1);
-        if (match > -1) {
-          const matchedRow = rows[match];
-          // Merge values into current row
-          for (let index = nonValueColumnCount; index < columns.length; index++) {
-            if (row[index] === undefined && matchedRow[index] !== undefined) {
-              row[index] = matchedRow[index];
-              break;
+            return same;
+          }, offset);
+          if (match > -1) {
+            const matchedRow = rows[match];
+            // Merge values into current row
+            for (let index = nonValueColumnCount; index < columns.length; index++) {
+              if (row[index] === undefined && matchedRow[index] !== undefined) {
+                row[index] = matchedRow[index];
+                break;
+              }
             }
+            mergedRows[match] = matchedRow;
+            // Keep looking for more rows to merge
+            offset = match + 1;
+          } else {
+            break;
           }
-          mergedRows[match] = matchedRow;
         }
         acc.push(row);
       }