diff --git a/hutool-core/src/main/java/org/dromara/hutool/core/collection/CollUtil.java b/hutool-core/src/main/java/org/dromara/hutool/core/collection/CollUtil.java
index de59ce0dd..d2fbb372c 100644
--- a/hutool-core/src/main/java/org/dromara/hutool/core/collection/CollUtil.java
+++ b/hutool-core/src/main/java/org/dromara/hutool/core/collection/CollUtil.java
@@ -502,14 +502,16 @@ public class CollUtil {
 	}
 
 	/**
-	 * 集合1中是否包含集合2中所有的元素，即集合2是否为集合1的子集, 不考虑元素的个数<br>
-	 * 空集是所有集合的子集<br>
+	 * 集合1中是否包含集合2中所有的元素。<br>
+	 * 当集合1和集合2都为空时，返回{@code true}
+	 * 当集合2为空时，返回{@code true}
 	 *
 	 * @param coll1 集合1
 	 * @param coll2 集合2
 	 * @return 集合1中是否包含集合2中所有的元素
 	 * @since 4.5.12
 	 */
+	@SuppressWarnings("SuspiciousMethodCalls")
 	public static boolean containsAll(final Collection<?> coll1, final Collection<?> coll2) {
 		if (isEmpty(coll1)) {
 			return isEmpty(coll2);
@@ -519,12 +521,35 @@ public class CollUtil {
 			return true;
 		}
 
-		if (coll1.size() < coll2.size()) {
-			return false;
+		// Set直接判定
+		if(coll1 instanceof Set){
+			return coll1.containsAll(coll2);
 		}
 
-		//noinspection SuspiciousMethodCalls
-		return coll1.containsAll(coll2);
+		// 参考Apache commons collection4
+		// 将时间复杂度降低到O(n + m)
+		final Iterator<?> it = coll1.iterator();
+		final Set<Object> elementsAlreadySeen = new HashSet<>(coll1.size(), 1);
+		for (final Object nextElement : coll2) {
+			if (elementsAlreadySeen.contains(nextElement)) {
+				continue;
+			}
+
+			boolean foundCurrentElement = false;
+			while (it.hasNext()) {
+				final Object p = it.next();
+				elementsAlreadySeen.add(p);
+				if (Objects.equals(nextElement, p)) {
+					foundCurrentElement = true;
+					break;
+				}
+			}
+
+			if (!foundCurrentElement) {
+				return false;
+			}
+		}
+		return true;
 	}
 
 	/**
diff --git a/hutool-core/src/test/java/org/dromara/hutool/core/collection/CollUtilTest.java b/hutool-core/src/test/java/org/dromara/hutool/core/collection/CollUtilTest.java
index e911c5d1c..7cde05dd5 100644
--- a/hutool-core/src/test/java/org/dromara/hutool/core/collection/CollUtilTest.java
+++ b/hutool-core/src/test/java/org/dromara/hutool/core/collection/CollUtilTest.java
@@ -408,7 +408,7 @@ public class CollUtilTest {
 	public void groupTest() {
 		final List<String> list = ListUtil.of("1", "2", "3", "4", "5", "6");
 		final List<List<String>> group = CollUtil.group(list, null);
-		Assertions.assertTrue(group.size() > 0);
+		Assertions.assertFalse(group.isEmpty());
 
 		final List<List<String>> group2 = CollUtil.group(list, t -> {
 			// 按照奇数偶数分类
@@ -1266,4 +1266,20 @@ public class CollUtilTest {
 		Assertions.assertArrayEquals(new String[]{"a", "b", "c", null, "d", "e", "f", "g", "h", "i", "j", "k", "l"}, flat.toArray());
 	}
 
+	@Test
+	void issueI8Z2Q4Test() {
+		final ArrayList<String> coll1 = new ArrayList<>();
+		coll1.add("1");
+		coll1.add("2");
+		coll1.add("3");
+		coll1.add("4");
+		final ArrayList<String> coll2 = new ArrayList<>();
+		coll2.add("1");
+		coll2.add("1");
+		coll2.add("1");
+		coll2.add("1");
+		coll2.add("1");
+
+		Assertions.assertTrue(CollUtil.containsAll(coll1, coll2));
+	}
 }