diff --git a/src/hooks/useOffset.ts b/src/hooks/useOffset.ts
index 75a729268..c67d78e8a 100644
--- a/src/hooks/useOffset.ts
+++ b/src/hooks/useOffset.ts
@@ -266,8 +266,17 @@ export default function useOffset(
     };
   };
 
-  const needPush = (dist: number) => {
-    return (pushable === null && dist === 0) || (typeof pushable === 'number' && dist < pushable);
+  const needPush = (startValue: number, endValue: number) => {
+    const dist = endValue - startValue;
+    // Aligned decimal values can subtract to just below the configured gap.
+    const tolerance =
+      Number.EPSILON *
+      Math.max(Math.abs(startValue), Math.abs(endValue), Math.abs(Number(pushable)));
+
+    return (
+      (pushable === null && dist === 0) ||
+      (typeof pushable === 'number' && dist < pushable - tolerance)
+    );
   };
 
   // Values
@@ -322,7 +331,7 @@ export default function useOffset(
           break;
         }
         let changed = true;
-        while (needPush(nextValues[i] - nextValues[i - 1]) && changed) {
+        while (needPush(nextValues[i - 1], nextValues[i]) && changed) {
           ({ value: nextValues[i], changed } = offsetChangedValue(nextValues, 1, i));
         }
         const [, itemMaxBound] = getDisabledBoundaryValues(
@@ -342,7 +351,7 @@ export default function useOffset(
           break;
         }
         let changed = true;
-        while (needPush(nextValues[i] - nextValues[i - 1]) && changed) {
+        while (needPush(nextValues[i - 1], nextValues[i]) && changed) {
           ({ value: nextValues[i - 1], changed } = offsetChangedValue(nextValues, -1, i - 1));
         }
         const [itemMinBound] = getDisabledBoundaryValues(
@@ -363,7 +372,7 @@ export default function useOffset(
           continue;
         }
         let changed = true;
-        while (needPush(nextValues[i] - nextValues[i - 1]) && changed) {
+        while (needPush(nextValues[i - 1], nextValues[i]) && changed) {
           ({ value: nextValues[i - 1], changed } = offsetChangedValue(nextValues, -1, i - 1));
         }
         const [itemMinBound] = getDisabledBoundaryValues(
@@ -383,7 +392,7 @@ export default function useOffset(
           continue;
         }
         let changed = true;
-        while (needPush(nextValues[i + 1] - nextValues[i]) && changed) {
+        while (needPush(nextValues[i], nextValues[i + 1]) && changed) {
           ({ value: nextValues[i + 1], changed } = offsetChangedValue(nextValues, 1, i + 1));
         }
         const [, itemMaxBound] = getDisabledBoundaryValues(
diff --git a/tests/Range.test.tsx b/tests/Range.test.tsx
index dd6ad0044..a8445938c 100644
--- a/tests/Range.test.tsx
+++ b/tests/Range.test.tsx
@@ -328,6 +328,28 @@ describe('Range', () => {
     expect(onChange).toHaveBeenCalledWith([0, 90, 100]);
   });
 
+  it('pushes decimal handles in both directions', () => {
+    const onChange = jest.fn();
+    const { container } = render(
+      <Slider
+        range
+        min={0}
+        max={1}
+        step={0.1}
+        pushable={0.1}
+        defaultValue={[0.5, 0.6, 0.7]}
+        onChange={onChange}
+      />,
+    );
+    doMouseMove(container, 50, 60, 'rc-slider-handle', 0);
+    fireEvent.mouseUp(document);
+    expect(onChange).toHaveBeenLastCalledWith([0.6, 0.7, 0.8]);
+
+    doMouseMove(container, 80, 70, 'rc-slider-handle', 2);
+    fireEvent.mouseUp(document);
+    expect(onChange).toHaveBeenLastCalledWith([0.5, 0.6, 0.7]);
+  });
+
   describe('should render correctly when allowCross', () => {
     function testLTR(name, func) {
       it(name, () => {