diff --git a/fe/fe-core/src/main/java/org/apache/doris/nereids/jobs/executor/Rewriter.java b/fe/fe-core/src/main/java/org/apache/doris/nereids/jobs/executor/Rewriter.java
index 8873c9a6deed5e2..6bb86d6aa95537e 100644
--- a/fe/fe-core/src/main/java/org/apache/doris/nereids/jobs/executor/Rewriter.java
+++ b/fe/fe-core/src/main/java/org/apache/doris/nereids/jobs/executor/Rewriter.java
@@ -53,7 +53,7 @@
 import org.apache.doris.nereids.rules.rewrite.ColumnPruning;
 import org.apache.doris.nereids.rules.rewrite.ConvertInnerOrCrossJoin;
 import org.apache.doris.nereids.rules.rewrite.CountDistinctRewrite;
-import org.apache.doris.nereids.rules.rewrite.CountDistinctSplit;
+import org.apache.doris.nereids.rules.rewrite.DistinctSplit;
 import org.apache.doris.nereids.rules.rewrite.CountLiteralRewrite;
 import org.apache.doris.nereids.rules.rewrite.CreatePartitionTopNFromWindow;
 import org.apache.doris.nereids.rules.rewrite.DeferMaterializeTopNResult;
@@ -549,7 +549,7 @@ private static List<RewriteJob> getWholeTreeRewriteJobs(
                     rewriteJobs.addAll(jobs(topic("or expansion",
                             custom(RuleType.OR_EXPANSION, () -> OrExpansion.INSTANCE))));
                 }
-                rewriteJobs.addAll(jobs(topic("count distinct split", topDown(new CountDistinctSplit())
+                rewriteJobs.addAll(jobs(topic("count distinct split", topDown(new DistinctSplit())
                         )));
 
                 if (needSubPathPushDown) {
diff --git a/fe/fe-core/src/main/java/org/apache/doris/nereids/rules/RuleType.java b/fe/fe-core/src/main/java/org/apache/doris/nereids/rules/RuleType.java
index 9c7e84dc9e7b839..388a8e4ef4489f6 100644
--- a/fe/fe-core/src/main/java/org/apache/doris/nereids/rules/RuleType.java
+++ b/fe/fe-core/src/main/java/org/apache/doris/nereids/rules/RuleType.java
@@ -315,7 +315,7 @@ public enum RuleType {
     MERGE_TOP_N(RuleTypeClass.REWRITE),
     BUILD_AGG_FOR_UNION(RuleTypeClass.REWRITE),
     COUNT_DISTINCT_REWRITE(RuleTypeClass.REWRITE),
-    COUNT_DISTINCT_SPLIT(RuleTypeClass.REWRITE),
+    DISTINCT_SPLIT(RuleTypeClass.REWRITE),
     INNER_TO_CROSS_JOIN(RuleTypeClass.REWRITE),
     CROSS_TO_INNER_JOIN(RuleTypeClass.REWRITE),
     PRUNE_EMPTY_PARTITION(RuleTypeClass.REWRITE),
diff --git a/fe/fe-core/src/main/java/org/apache/doris/nereids/rules/rewrite/CountDistinctSplit.java b/fe/fe-core/src/main/java/org/apache/doris/nereids/rules/rewrite/DistinctSplit.java
similarity index 81%
rename from fe/fe-core/src/main/java/org/apache/doris/nereids/rules/rewrite/CountDistinctSplit.java
rename to fe/fe-core/src/main/java/org/apache/doris/nereids/rules/rewrite/DistinctSplit.java
index ac68943c615346e..cb9ba1da7d8cd2f 100644
--- a/fe/fe-core/src/main/java/org/apache/doris/nereids/rules/rewrite/CountDistinctSplit.java
+++ b/fe/fe-core/src/main/java/org/apache/doris/nereids/rules/rewrite/DistinctSplit.java
@@ -24,8 +24,13 @@
 import org.apache.doris.nereids.trees.expressions.EqualTo;
 import org.apache.doris.nereids.trees.expressions.Expression;
 import org.apache.doris.nereids.trees.expressions.NamedExpression;
+import org.apache.doris.nereids.trees.expressions.OrderExpression;
 import org.apache.doris.nereids.trees.expressions.Slot;
+import org.apache.doris.nereids.trees.expressions.functions.agg.AggregateFunction;
+import org.apache.doris.nereids.trees.expressions.functions.agg.Avg;
 import org.apache.doris.nereids.trees.expressions.functions.agg.Count;
+import org.apache.doris.nereids.trees.expressions.functions.agg.GroupConcat;
+import org.apache.doris.nereids.trees.expressions.functions.agg.Sum;
 import org.apache.doris.nereids.trees.plans.JoinType;
 import org.apache.doris.nereids.trees.plans.Plan;
 import org.apache.doris.nereids.trees.plans.logical.LogicalAggregate;
@@ -36,6 +41,8 @@
 import org.apache.doris.nereids.trees.plans.logical.LogicalProject;
 import org.apache.doris.nereids.util.ExpressionUtils;
 
+import com.google.common.collect.ImmutableSet;
+
 import java.util.ArrayList;
 import java.util.HashMap;
 import java.util.HashSet;
@@ -58,36 +65,53 @@
  *       +--LogicalAggregate(output:count(distinct b))
  *         +--LogicalCTEConsumer
  * */
-public class CountDistinctSplit extends OneRewriteRuleFactory {
+public class DistinctSplit extends OneRewriteRuleFactory {
+    private static final ImmutableSet<Class<? extends AggregateFunction>> supportedFunctions =
+            ImmutableSet.of(Count.class, Sum.class, Avg.class, GroupConcat.class);
+
     @Override
     public Rule build() {
         return logicalAggregate()
+                .whenNot(agg -> agg.getSourceRepeat().isPresent())
                 .thenApply(ctx -> doSplit(ctx.root, ctx.cascadesContext))
-                .toRule(RuleType.COUNT_DISTINCT_SPLIT);
+                .toRule(RuleType.DISTINCT_SPLIT);
+    }
+
+    private static boolean isDistinctMultiColumns(AggregateFunction func) {
+        if (func.arity() <= 1) {
+            return false;
+        }
+        for (int i = 1; i < func.arity(); ++i) {
+            // think about group_concat(distinct col_1, ',')
+            if (!(func.child(i) instanceof OrderExpression) && !func.child(i).getInputSlots().isEmpty()) {
+                return true;
+            }
+        }
+        return false;
     }
 
     private static Plan doSplit(LogicalAggregate<Plan> agg, CascadesContext ctx) {
         List<Alias> aliases = new ArrayList<>();
-        Set<Expression> countDistinct = new HashSet<>();
+        Set<Expression> distinctFunc = new HashSet<>();
         List<Alias> otherAggFuncs = new ArrayList<>();
         boolean distinctMultiColumns = false;
         for (NamedExpression namedExpression : agg.getOutputExpressions()) {
-            if (!(namedExpression instanceof Alias)) {
+            if (!(namedExpression instanceof Alias) || !(namedExpression.child(0) instanceof AggregateFunction)) {
                 continue;
             }
-            if (namedExpression.child(0) instanceof Count
-                        && ((Count) namedExpression.child(0)).isDistinct()) {
+            AggregateFunction aggFunc = (AggregateFunction) namedExpression.child(0);
+            if (supportedFunctions.contains(aggFunc.getClass()) && aggFunc.isDistinct()) {
                 aliases.add((Alias) namedExpression);
-                countDistinct.add(namedExpression.child(0));
-                distinctMultiColumns |= namedExpression.child(0).arity() > 1;
+                distinctFunc.add(aggFunc);
+                distinctMultiColumns |= isDistinctMultiColumns(aggFunc);
             } else {
                 otherAggFuncs.add((Alias) namedExpression);
             }
         }
-        if (countDistinct.size() <= 1) {
+        if (distinctFunc.size() <= 1) {
             return null;
         }
-        if (!distinctMultiColumns && agg.getGroupByExpressions().isEmpty()) {
+        if (!distinctMultiColumns && !agg.getGroupByExpressions().isEmpty()) {
             return null;
         }