diff --git a/openmetadata-ui/src/main/resources/ui/src/components/Database/Profiler/TestSummaryCustomTooltip/TestSummaryCustomTooltip.component.tsx b/openmetadata-ui/src/main/resources/ui/src/components/Database/Profiler/TestSummaryCustomTooltip/TestSummaryCustomTooltip.component.tsx
index ca109743839..7218d1d097d 100644
--- a/openmetadata-ui/src/main/resources/ui/src/components/Database/Profiler/TestSummaryCustomTooltip/TestSummaryCustomTooltip.component.tsx
+++ b/openmetadata-ui/src/main/resources/ui/src/components/Database/Profiler/TestSummaryCustomTooltip/TestSummaryCustomTooltip.component.tsx
@@ -85,7 +85,13 @@ const TestSummaryCustomTooltip = (
         <span className="font-medium" data-testid={key}>
           {key === TABLE_FRESHNESS_KEY && isNumber(value)
             ? // freshness will always be in seconds, so we need to convert it to milliseconds
-              convertMillisecondsToHumanReadableFormat(value * 1000)
+              convertMillisecondsToHumanReadableFormat(
+                value * 1000,
+                undefined,
+                false,
+                // negative value will be shown as late by
+                `${t('label.late-by')} `
+              )
             : value}
         </span>
       </li>
diff --git a/openmetadata-ui/src/main/resources/ui/src/locale/languages/de-de.json b/openmetadata-ui/src/main/resources/ui/src/locale/languages/de-de.json
index 72e564d4c12..541f9cebb7f 100644
--- a/openmetadata-ui/src/main/resources/ui/src/locale/languages/de-de.json
+++ b/openmetadata-ui/src/main/resources/ui/src/locale/languages/de-de.json
@@ -766,6 +766,7 @@
     "last-run": "Letzte Ausführung",
     "last-run-result": "Ergebnis der letzten Ausführung",
     "last-updated": "Zuletzt aktualisiert",
+    "late-by": "Late by",
     "latest": "Neueste",
     "latest-offset": "Neuester Offset",
     "layer": "Layer",
diff --git a/openmetadata-ui/src/main/resources/ui/src/locale/languages/en-us.json b/openmetadata-ui/src/main/resources/ui/src/locale/languages/en-us.json
index 2dfdf41404f..2f40e65022b 100644
--- a/openmetadata-ui/src/main/resources/ui/src/locale/languages/en-us.json
+++ b/openmetadata-ui/src/main/resources/ui/src/locale/languages/en-us.json
@@ -766,6 +766,7 @@
     "last-run": "Last Run",
     "last-run-result": "Last Run Result",
     "last-updated": "Last Updated",
+    "late-by": "Late by",
     "latest": "Latest",
     "latest-offset": "Latest Offset",
     "layer": "Layer",
diff --git a/openmetadata-ui/src/main/resources/ui/src/locale/languages/es-es.json b/openmetadata-ui/src/main/resources/ui/src/locale/languages/es-es.json
index d3beea92c92..76e4b56afce 100644
--- a/openmetadata-ui/src/main/resources/ui/src/locale/languages/es-es.json
+++ b/openmetadata-ui/src/main/resources/ui/src/locale/languages/es-es.json
@@ -766,6 +766,7 @@
     "last-run": "Última ejecución",
     "last-run-result": "Último resultado de la ejecución",
     "last-updated": "Última actualización",
+    "late-by": "Tardío por",
     "latest": "Último",
     "latest-offset": "Último desplazamiento",
     "layer": "Layer",
diff --git a/openmetadata-ui/src/main/resources/ui/src/locale/languages/fr-fr.json b/openmetadata-ui/src/main/resources/ui/src/locale/languages/fr-fr.json
index 8c42e798531..ab31ec24dee 100644
--- a/openmetadata-ui/src/main/resources/ui/src/locale/languages/fr-fr.json
+++ b/openmetadata-ui/src/main/resources/ui/src/locale/languages/fr-fr.json
@@ -766,6 +766,7 @@
     "last-run": "Dernière Exécution",
     "last-run-result": "Résultat de la Dernière Exécution",
     "last-updated": "Dernière Mise à Jour",
+    "late-by": "En retard de",
     "latest": "Dernier·ère",
     "latest-offset": "Dernier décalage",
     "layer": "Layer",
diff --git a/openmetadata-ui/src/main/resources/ui/src/locale/languages/gl-es.json b/openmetadata-ui/src/main/resources/ui/src/locale/languages/gl-es.json
index 002733898d3..35541ab18a6 100644
--- a/openmetadata-ui/src/main/resources/ui/src/locale/languages/gl-es.json
+++ b/openmetadata-ui/src/main/resources/ui/src/locale/languages/gl-es.json
@@ -766,6 +766,7 @@
     "last-run": "Última execución",
     "last-run-result": "Resultado da última execución",
     "last-updated": "Última actualización",
+    "late-by": "Tardío por",
     "latest": "Último",
     "latest-offset": "Último desprazamento",
     "layer": "Capa",
diff --git a/openmetadata-ui/src/main/resources/ui/src/locale/languages/he-he.json b/openmetadata-ui/src/main/resources/ui/src/locale/languages/he-he.json
index 408d886f8e8..edd15b3c8a7 100644
--- a/openmetadata-ui/src/main/resources/ui/src/locale/languages/he-he.json
+++ b/openmetadata-ui/src/main/resources/ui/src/locale/languages/he-he.json
@@ -766,6 +766,7 @@
     "last-run": "הרצה אחרונה",
     "last-run-result": "תוצאת הרצה אחרונה",
     "last-updated": "עודכן לאחרונה",
+    "late-by": "מאחורי",
     "latest": "אחרון",
     "latest-offset": "היסט אחרון",
     "layer": "Layer",
diff --git a/openmetadata-ui/src/main/resources/ui/src/locale/languages/ja-jp.json b/openmetadata-ui/src/main/resources/ui/src/locale/languages/ja-jp.json
index 5b9adfc5335..511787e779d 100644
--- a/openmetadata-ui/src/main/resources/ui/src/locale/languages/ja-jp.json
+++ b/openmetadata-ui/src/main/resources/ui/src/locale/languages/ja-jp.json
@@ -766,6 +766,7 @@
     "last-run": "Last Run",
     "last-run-result": "Last Run Result",
     "last-updated": "最終更新日",
+    "late-by": "遅れています",
     "latest": "最新",
     "latest-offset": "最新のオフセット",
     "layer": "Layer",
diff --git a/openmetadata-ui/src/main/resources/ui/src/locale/languages/ko-kr.json b/openmetadata-ui/src/main/resources/ui/src/locale/languages/ko-kr.json
index 87b4cfcf508..572837c8363 100644
--- a/openmetadata-ui/src/main/resources/ui/src/locale/languages/ko-kr.json
+++ b/openmetadata-ui/src/main/resources/ui/src/locale/languages/ko-kr.json
@@ -766,6 +766,7 @@
     "last-run": "마지막 실행",
     "last-run-result": "마지막 실행 결과",
     "last-updated": "마지막 업데이트",
+    "late-by": "지연됨",
     "latest": "최신",
     "latest-offset": "최신 오프셋",
     "layer": "계층",
diff --git a/openmetadata-ui/src/main/resources/ui/src/locale/languages/mr-in.json b/openmetadata-ui/src/main/resources/ui/src/locale/languages/mr-in.json
index be2e2d85d74..255d1fa5e6e 100644
--- a/openmetadata-ui/src/main/resources/ui/src/locale/languages/mr-in.json
+++ b/openmetadata-ui/src/main/resources/ui/src/locale/languages/mr-in.json
@@ -766,6 +766,7 @@
     "last-run": "शेवटची धाव",
     "last-run-result": "शेवटचा धाव परिणाम",
     "last-updated": "शेवटचे अद्यतनित",
+    "late-by": "विलंबाने",
     "latest": "नवीनतम",
     "latest-offset": "नवीनतम ऑफसेट",
     "layer": "स्तर",
diff --git a/openmetadata-ui/src/main/resources/ui/src/locale/languages/nl-nl.json b/openmetadata-ui/src/main/resources/ui/src/locale/languages/nl-nl.json
index 8962fc5a780..31b232854cf 100644
--- a/openmetadata-ui/src/main/resources/ui/src/locale/languages/nl-nl.json
+++ b/openmetadata-ui/src/main/resources/ui/src/locale/languages/nl-nl.json
@@ -766,6 +766,7 @@
     "last-run": "Laatste uitvoering",
     "last-run-result": "Laatste uitvoerresultaat",
     "last-updated": "Laatst bijgewerkt",
+    "late-by": "Vooruitgang",
     "latest": "Laatste",
     "latest-offset": "Laatste offset",
     "layer": "Layer",
diff --git a/openmetadata-ui/src/main/resources/ui/src/locale/languages/pr-pr.json b/openmetadata-ui/src/main/resources/ui/src/locale/languages/pr-pr.json
index 56e8c0c550e..51c1ba7a70c 100644
--- a/openmetadata-ui/src/main/resources/ui/src/locale/languages/pr-pr.json
+++ b/openmetadata-ui/src/main/resources/ui/src/locale/languages/pr-pr.json
@@ -766,6 +766,7 @@
     "last-run": "آخرین اجرا",
     "last-run-result": "نتیجه آخرین اجرا",
     "last-updated": "آخرین به‌روزرسانی",
+    "late-by": "تأخیر",
     "latest": "آخرین",
     "latest-offset": "آخرین آفست",
     "layer": "Layer",
diff --git a/openmetadata-ui/src/main/resources/ui/src/locale/languages/pt-br.json b/openmetadata-ui/src/main/resources/ui/src/locale/languages/pt-br.json
index e4041368a39..18310601aad 100644
--- a/openmetadata-ui/src/main/resources/ui/src/locale/languages/pt-br.json
+++ b/openmetadata-ui/src/main/resources/ui/src/locale/languages/pt-br.json
@@ -766,6 +766,7 @@
     "last-run": "Última Execução",
     "last-run-result": "Resultado da Última Execução",
     "last-updated": "Última Atualização",
+    "late-by": "Atrasado por",
     "latest": "Mais Recente",
     "latest-offset": "Último deslocamento",
     "layer": "Camada",
diff --git a/openmetadata-ui/src/main/resources/ui/src/locale/languages/pt-pt.json b/openmetadata-ui/src/main/resources/ui/src/locale/languages/pt-pt.json
index 01694b14eda..932458c2eb3 100644
--- a/openmetadata-ui/src/main/resources/ui/src/locale/languages/pt-pt.json
+++ b/openmetadata-ui/src/main/resources/ui/src/locale/languages/pt-pt.json
@@ -766,6 +766,7 @@
     "last-run": "Última Execução",
     "last-run-result": "Resultado da Última Execução",
     "last-updated": "Última Atualização",
+    "late-by": "Atrasado por",
     "latest": "Mais Recente",
     "latest-offset": "Latest Offset",
     "layer": "Layer",
diff --git a/openmetadata-ui/src/main/resources/ui/src/locale/languages/ru-ru.json b/openmetadata-ui/src/main/resources/ui/src/locale/languages/ru-ru.json
index 2cde856c532..11b74e1d70c 100644
--- a/openmetadata-ui/src/main/resources/ui/src/locale/languages/ru-ru.json
+++ b/openmetadata-ui/src/main/resources/ui/src/locale/languages/ru-ru.json
@@ -766,6 +766,7 @@
     "last-run": "Последний запуск",
     "last-run-result": "Результат последнего запуска",
     "last-updated": "Последнее обновление",
+    "late-by": "Позже на",
     "latest": "Последний",
     "latest-offset": "Последнее смещение",
     "layer": "Layer",
diff --git a/openmetadata-ui/src/main/resources/ui/src/locale/languages/th-th.json b/openmetadata-ui/src/main/resources/ui/src/locale/languages/th-th.json
index c57b8c9ff77..c6e8ce4a404 100644
--- a/openmetadata-ui/src/main/resources/ui/src/locale/languages/th-th.json
+++ b/openmetadata-ui/src/main/resources/ui/src/locale/languages/th-th.json
@@ -766,6 +766,7 @@
     "last-run": "รันล่าสุด",
     "last-run-result": "ผลลัพธ์การรันล่าสุด",
     "last-updated": "อัปเดตล่าสุด",
+    "late-by": "ล่าช้า",
     "latest": "ล่าสุด",
     "latest-offset": "ออฟเซ็ตล่าสุด",
     "layer": "ชั้น",
diff --git a/openmetadata-ui/src/main/resources/ui/src/locale/languages/tr-tr.json b/openmetadata-ui/src/main/resources/ui/src/locale/languages/tr-tr.json
index 9ef8497132d..0ab2125808d 100644
--- a/openmetadata-ui/src/main/resources/ui/src/locale/languages/tr-tr.json
+++ b/openmetadata-ui/src/main/resources/ui/src/locale/languages/tr-tr.json
@@ -766,6 +766,7 @@
     "last-run": "Son Çalışma",
     "last-run-result": "Son Çalışma Sonucu",
     "last-updated": "Son Güncelleme",
+    "late-by": "Gecikme",
     "latest": "En Son",
     "latest-offset": "En Son Ofset",
     "layer": "Katman",
diff --git a/openmetadata-ui/src/main/resources/ui/src/locale/languages/zh-cn.json b/openmetadata-ui/src/main/resources/ui/src/locale/languages/zh-cn.json
index 9e14ac14c89..3d35388564c 100644
--- a/openmetadata-ui/src/main/resources/ui/src/locale/languages/zh-cn.json
+++ b/openmetadata-ui/src/main/resources/ui/src/locale/languages/zh-cn.json
@@ -766,6 +766,7 @@
     "last-run": "最近运行",
     "last-run-result": "最近运行结果",
     "last-updated": "最近更新",
+    "late-by": "延迟",
     "latest": "最新",
     "latest-offset": "最新偏移量",
     "layer": "Layer",
diff --git a/openmetadata-ui/src/main/resources/ui/src/utils/date-time/DateTimeUtils.test.ts b/openmetadata-ui/src/main/resources/ui/src/utils/date-time/DateTimeUtils.test.ts
index b32e85beac0..7322cd1d416 100644
--- a/openmetadata-ui/src/main/resources/ui/src/utils/date-time/DateTimeUtils.test.ts
+++ b/openmetadata-ui/src/main/resources/ui/src/utils/date-time/DateTimeUtils.test.ts
@@ -149,7 +149,7 @@ describe('convertMillisecondsToHumanReadableFormat', () => {
     { input: 3661000, expected: '1h 1m 1s' },
     { input: 86400000, expected: '1d' },
     { input: 90061000, expected: '1d 1h 1m 1s' },
-    { input: -1000, expected: '0s' },
+    { input: -1000, expected: '-1s' },
     { input: 1200, expected: '1s 200ms', showMilliseconds: true },
     {
       input: 90061560,
@@ -158,19 +158,40 @@ describe('convertMillisecondsToHumanReadableFormat', () => {
       showMilliseconds: true,
     },
     { input: 90061560, expected: '1d 1h', length: 2, showMilliseconds: true },
+    { input: -61000, expected: '-1m 1s' },
+    {
+      input: -3661000,
+      expected: 'Late by 1h 1m 1s',
+      prependForNegativeValue: 'Late by ',
+    },
+    { input: -86400000, expected: '-1d' },
+    {
+      input: -90061000,
+      expected: 'Late by 1d 1h 1m 1s',
+      prependForNegativeValue: 'Late by ',
+    },
   ];
 
-  testCases.forEach(({ input, expected, length, showMilliseconds }) => {
-    it(`should return "${expected}" for ${input} milliseconds`, () => {
-      expect(
-        convertMillisecondsToHumanReadableFormat(
-          input,
-          length,
-          showMilliseconds
-        )
-      ).toBe(expected);
-    });
-  });
+  testCases.forEach(
+    ({
+      input,
+      expected,
+      length,
+      showMilliseconds,
+      prependForNegativeValue,
+    }) => {
+      it(`should return "${expected}" for ${input} milliseconds`, () => {
+        expect(
+          convertMillisecondsToHumanReadableFormat(
+            input,
+            length,
+            showMilliseconds,
+            prependForNegativeValue
+          )
+        ).toBe(expected);
+      });
+    }
+  );
 
   const testCasesWithLength = [
     {
diff --git a/openmetadata-ui/src/main/resources/ui/src/utils/date-time/DateTimeUtils.ts b/openmetadata-ui/src/main/resources/ui/src/utils/date-time/DateTimeUtils.ts
index 434c309b508..47010c46bda 100644
--- a/openmetadata-ui/src/main/resources/ui/src/utils/date-time/DateTimeUtils.ts
+++ b/openmetadata-ui/src/main/resources/ui/src/utils/date-time/DateTimeUtils.ts
@@ -245,13 +245,22 @@ export const calculateInterval = (
 export const convertMillisecondsToHumanReadableFormat = (
   timestamp: number,
   length?: number,
-  showMilliseconds = false
+  showMilliseconds = false,
+  prependForNegativeValue = '-'
 ): string => {
-  if (timestamp <= 0 || (!showMilliseconds && timestamp < 1000)) {
+  // Handle zero and very small positive values
+  if (
+    timestamp === 0 ||
+    (!showMilliseconds && timestamp > 0 && timestamp < 1000)
+  ) {
     return '0s';
   }
 
-  const duration = Duration.fromMillis(timestamp);
+  // Handle negative values
+  const isNegative = timestamp < 0;
+  const absoluteTimestamp = Math.abs(timestamp);
+
+  const duration = Duration.fromMillis(absoluteTimestamp);
   const result: string[] = [];
 
   // Extract each unit from the duration
@@ -286,11 +295,21 @@ export const convertMillisecondsToHumanReadableFormat = (
     result.push(`${milliseconds}ms`);
   }
 
-  if (length && result.length > length) {
-    return result.slice(0, length).join(' ');
+  // If no units found, return 0s
+  if (result.length === 0) {
+    return '0s';
   }
 
-  return result.join(' ');
+  let formattedResult = result.join(' ');
+
+  if (length && result.length > length) {
+    formattedResult = result.slice(0, length).join(' ');
+  }
+
+  // Prepend minus sign for negative values
+  return isNegative
+    ? `${prependForNegativeValue}${formattedResult}`
+    : formattedResult;
 };
 
 export const formatDuration = (ms: number) => {