diff --git a/x-pack/plugins/security_solution/public/resolver/lib/date.test.ts b/x-pack/plugins/security_solution/public/resolver/lib/date.test.ts
index 0cc116a85fa57..7a48245fcfc41 100644
--- a/x-pack/plugins/security_solution/public/resolver/lib/date.test.ts
+++ b/x-pack/plugins/security_solution/public/resolver/lib/date.test.ts
@@ -17,6 +17,7 @@ describe('date', () => {
 
     const initialTime = new Date('6/1/2020').getTime();
 
+    const oneMillisecond = new Date(initialTime + 1).getTime();
     const oneSecond = new Date(initialTime + 1 * second).getTime();
     const oneMinute = new Date(initialTime + 1 * minute).getTime();
     const oneHour = new Date(initialTime + 1 * hour).getTime();
@@ -25,6 +26,7 @@ describe('date', () => {
     const oneMonth = new Date(initialTime + 1 * month).getTime();
     const oneYear = new Date(initialTime + 1 * year).getTime();
 
+    const almostASecond = new Date(initialTime + 999).getTime();
     const almostAMinute = new Date(initialTime + 59.9 * second).getTime();
     const almostAnHour = new Date(initialTime + 59.9 * minute).getTime();
     const almostADay = new Date(initialTime + 23.9 * hour).getTime();
@@ -34,6 +36,14 @@ describe('date', () => {
     const threeYears = new Date(initialTime + 3 * year).getTime();
 
     it('should return the correct singular relative time', () => {
+      expect(getFriendlyElapsedTime(initialTime, initialTime)).toEqual({
+        duration: '<1',
+        durationType: 'millisecond',
+      });
+      expect(getFriendlyElapsedTime(initialTime, oneMillisecond)).toEqual({
+        duration: 1,
+        durationType: 'millisecond',
+      });
       expect(getFriendlyElapsedTime(initialTime, oneSecond)).toEqual({
         duration: 1,
         durationType: 'second',
@@ -65,6 +75,10 @@ describe('date', () => {
     });
 
     it('should return the correct pluralized relative time', () => {
+      expect(getFriendlyElapsedTime(initialTime, almostASecond)).toEqual({
+        duration: 999,
+        durationType: 'milliseconds',
+      });
       expect(getFriendlyElapsedTime(initialTime, almostAMinute)).toEqual({
         duration: 59,
         durationType: 'seconds',
diff --git a/x-pack/plugins/security_solution/public/resolver/lib/date.ts b/x-pack/plugins/security_solution/public/resolver/lib/date.ts
index de0f9dcd7efbe..a5e07e6a02a88 100644
--- a/x-pack/plugins/security_solution/public/resolver/lib/date.ts
+++ b/x-pack/plugins/security_solution/public/resolver/lib/date.ts
@@ -18,7 +18,6 @@ export const getFriendlyElapsedTime = (
   const startTime = typeof from === 'number' ? from : parseInt(from, 10);
   const endTime = typeof to === 'number' ? to : parseInt(to, 10);
   const elapsedTimeInMs = endTime - startTime;
-
   if (Number.isNaN(elapsedTimeInMs)) {
     return null;
   }
@@ -31,45 +30,50 @@ export const getFriendlyElapsedTime = (
   const month = day * 30;
   const year = day * 365;
 
-  let duration: number;
+  let duration: DurationDetails['duration'];
   let singularType: DurationTypes;
   let pluralType: DurationTypes;
   switch (true) {
     case elapsedTimeInMs >= year:
-      duration = elapsedTimeInMs / year;
+      duration = Math.floor(elapsedTimeInMs / year);
       singularType = 'year';
       pluralType = 'years';
       break;
     case elapsedTimeInMs >= month:
-      duration = elapsedTimeInMs / month;
+      duration = Math.floor(elapsedTimeInMs / month);
       singularType = 'month';
       pluralType = 'months';
       break;
     case elapsedTimeInMs >= week:
-      duration = elapsedTimeInMs / week;
+      duration = Math.floor(elapsedTimeInMs / week);
       singularType = 'week';
       pluralType = 'weeks';
       break;
     case elapsedTimeInMs >= day:
-      duration = elapsedTimeInMs / day;
+      duration = Math.floor(elapsedTimeInMs / day);
       singularType = 'day';
       pluralType = 'days';
       break;
     case elapsedTimeInMs >= hour:
-      duration = elapsedTimeInMs / hour;
+      duration = Math.floor(elapsedTimeInMs / hour);
       singularType = 'hour';
       pluralType = 'hours';
       break;
     case elapsedTimeInMs >= minute:
-      duration = elapsedTimeInMs / minute;
+      duration = Math.floor(elapsedTimeInMs / minute);
       singularType = 'minute';
       pluralType = 'minutes';
       break;
     case elapsedTimeInMs >= second:
-      duration = elapsedTimeInMs / second;
+      duration = Math.floor(elapsedTimeInMs / second);
       singularType = 'second';
       pluralType = 'seconds';
       break;
+    case elapsedTimeInMs === 0:
+      duration = '<1';
+      singularType = 'millisecond';
+      pluralType = 'millisecond'; // Would never show
+      break;
     default:
       duration = elapsedTimeInMs;
       singularType = 'millisecond';
@@ -77,6 +81,6 @@ export const getFriendlyElapsedTime = (
       break;
   }
 
-  const durationType = duration > 1 ? pluralType : singularType;
-  return { duration: Math.floor(duration), durationType };
+  const durationType = duration === 1 ? singularType : pluralType;
+  return { duration, durationType };
 };
diff --git a/x-pack/plugins/security_solution/public/resolver/types.ts b/x-pack/plugins/security_solution/public/resolver/types.ts
index 856ae2d6240e3..02a890ca13ee8 100644
--- a/x-pack/plugins/security_solution/public/resolver/types.ts
+++ b/x-pack/plugins/security_solution/public/resolver/types.ts
@@ -310,7 +310,7 @@ export type DurationTypes =
  * duration value and description string
  */
 export interface DurationDetails {
-  duration: number;
+  duration: number | '<1';
   durationType: DurationTypes;
 }
 /**
diff --git a/x-pack/plugins/security_solution/public/resolver/view/edge_line.tsx b/x-pack/plugins/security_solution/public/resolver/view/edge_line.tsx
index 65c70f94432c7..9f310bb1cc0d6 100644
--- a/x-pack/plugins/security_solution/public/resolver/view/edge_line.tsx
+++ b/x-pack/plugins/security_solution/public/resolver/view/edge_line.tsx
@@ -45,7 +45,7 @@ const StyledElapsedTime = styled.div<StyledElapsedTime>`
   left: ${(props) => `${props.leftPct}%`};
   padding: 6px 8px;
   border-radius: 999px; // generate pill shape
-  transform: translate(-50%, -50%) rotateX(35deg);
+  transform: translate(-50%, -50%);
   user-select: none;
 `;