diff --git a/core/src/main/kotlin/org/jetbrains/kotlinx/dataframe/api/max.kt b/core/src/main/kotlin/org/jetbrains/kotlinx/dataframe/api/max.kt
index 84432017e4..a265a20f9e 100644
--- a/core/src/main/kotlin/org/jetbrains/kotlinx/dataframe/api/max.kt
+++ b/core/src/main/kotlin/org/jetbrains/kotlinx/dataframe/api/max.kt
@@ -9,6 +9,7 @@ import org.jetbrains.kotlinx.dataframe.RowExpression
 import org.jetbrains.kotlinx.dataframe.aggregation.ColumnsForAggregateSelector
 import org.jetbrains.kotlinx.dataframe.annotations.AccessApiOverload
 import org.jetbrains.kotlinx.dataframe.annotations.Interpretable
+import org.jetbrains.kotlinx.dataframe.annotations.Refine
 import org.jetbrains.kotlinx.dataframe.columns.ColumnReference
 import org.jetbrains.kotlinx.dataframe.columns.toColumnSet
 import org.jetbrains.kotlinx.dataframe.columns.values
@@ -164,6 +165,8 @@ public fun <T, C : Comparable<C>> Grouped<T>.max(
 public fun <T, C : Comparable<C>> Grouped<T>.max(vararg columns: KProperty<C?>, name: String? = null): DataFrame<T> =
     max(name) { columns.toColumnSet() }
 
+@Refine
+@Interpretable("GroupByMaxOf")
 public fun <T, C : Comparable<C>> Grouped<T>.maxOf(
     name: String? = null,
     expression: RowExpression<T, C>,
diff --git a/core/src/main/kotlin/org/jetbrains/kotlinx/dataframe/api/min.kt b/core/src/main/kotlin/org/jetbrains/kotlinx/dataframe/api/min.kt
index 74a949ee31..d1cae852aa 100644
--- a/core/src/main/kotlin/org/jetbrains/kotlinx/dataframe/api/min.kt
+++ b/core/src/main/kotlin/org/jetbrains/kotlinx/dataframe/api/min.kt
@@ -9,6 +9,7 @@ import org.jetbrains.kotlinx.dataframe.RowExpression
 import org.jetbrains.kotlinx.dataframe.aggregation.ColumnsForAggregateSelector
 import org.jetbrains.kotlinx.dataframe.annotations.AccessApiOverload
 import org.jetbrains.kotlinx.dataframe.annotations.Interpretable
+import org.jetbrains.kotlinx.dataframe.annotations.Refine
 import org.jetbrains.kotlinx.dataframe.columns.ColumnReference
 import org.jetbrains.kotlinx.dataframe.columns.toColumnSet
 import org.jetbrains.kotlinx.dataframe.columns.values
@@ -164,6 +165,8 @@ public fun <T, C : Comparable<C>> Grouped<T>.min(
 public fun <T, C : Comparable<C>> Grouped<T>.min(vararg columns: KProperty<C?>, name: String? = null): DataFrame<T> =
     min(name) { columns.toColumnSet() }
 
+@Refine
+@Interpretable("GroupByMinOf")
 public fun <T, C : Comparable<C>> Grouped<T>.minOf(
     name: String? = null,
     expression: RowExpression<T, C>,
diff --git a/plugins/kotlin-dataframe/src/org/jetbrains/kotlinx/dataframe/plugin/impl/api/groupBy.kt b/plugins/kotlin-dataframe/src/org/jetbrains/kotlinx/dataframe/plugin/impl/api/groupBy.kt
index eea04ef476..72ae4bd346 100644
--- a/plugins/kotlin-dataframe/src/org/jetbrains/kotlinx/dataframe/plugin/impl/api/groupBy.kt
+++ b/plugins/kotlin-dataframe/src/org/jetbrains/kotlinx/dataframe/plugin/impl/api/groupBy.kt
@@ -22,6 +22,7 @@ import org.jetbrains.kotlinx.dataframe.plugin.impl.data.ColumnWithPathApproximat
 import org.jetbrains.kotlinx.dataframe.plugin.impl.dataFrame
 import org.jetbrains.kotlinx.dataframe.plugin.impl.groupBy
 import org.jetbrains.kotlinx.dataframe.plugin.impl.ignore
+import org.jetbrains.kotlinx.dataframe.plugin.impl.makeNullable
 import org.jetbrains.kotlinx.dataframe.plugin.impl.simpleColumnOf
 import org.jetbrains.kotlinx.dataframe.plugin.impl.type
 import org.jetbrains.kotlinx.dataframe.plugin.interpret
@@ -181,3 +182,17 @@ class GroupByAdd : AbstractInterpreter<GroupBy>() {
         return GroupBy(receiver.keys, receiver.groups.add(name, type.type, context = this))
     }
 }
+
+abstract class GroupByAggregator(val defaultName: String) : AbstractSchemaModificationInterpreter() {
+    val Arguments.receiver by groupBy()
+    val Arguments.name: String? by arg(defaultValue = Present(null))
+    val Arguments.expression by type()
+
+    override fun Arguments.interpret(): PluginDataFrameSchema {
+        val aggregated = makeNullable(simpleColumnOf(name ?: defaultName, expression.type))
+        return PluginDataFrameSchema(receiver.keys.columns() + aggregated)
+    }
+}
+
+class GroupByMaxOf : GroupByAggregator(defaultName = "max")
+class GroupByMinOf : GroupByAggregator(defaultName = "min")
diff --git a/plugins/kotlin-dataframe/src/org/jetbrains/kotlinx/dataframe/plugin/loadInterpreter.kt b/plugins/kotlin-dataframe/src/org/jetbrains/kotlinx/dataframe/plugin/loadInterpreter.kt
index 5c76f7f9f9..2f091af117 100644
--- a/plugins/kotlin-dataframe/src/org/jetbrains/kotlinx/dataframe/plugin/loadInterpreter.kt
+++ b/plugins/kotlin-dataframe/src/org/jetbrains/kotlinx/dataframe/plugin/loadInterpreter.kt
@@ -91,6 +91,8 @@ import org.jetbrains.kotlinx.dataframe.plugin.impl.api.FrameCols0
 import org.jetbrains.kotlinx.dataframe.plugin.impl.api.GroupByAdd
 import org.jetbrains.kotlinx.dataframe.plugin.impl.api.GroupByCount0
 import org.jetbrains.kotlinx.dataframe.plugin.impl.api.GroupByInto
+import org.jetbrains.kotlinx.dataframe.plugin.impl.api.GroupByMaxOf
+import org.jetbrains.kotlinx.dataframe.plugin.impl.api.GroupByMinOf
 import org.jetbrains.kotlinx.dataframe.plugin.impl.api.GroupByReduceExpression
 import org.jetbrains.kotlinx.dataframe.plugin.impl.api.GroupByReduceInto
 import org.jetbrains.kotlinx.dataframe.plugin.impl.api.GroupByReducePredicate
@@ -303,6 +305,8 @@ internal inline fun <reified T> String.load(): T {
         "GroupByReducePredicate" -> GroupByReducePredicate()
         "GroupByReduceExpression" -> GroupByReduceExpression()
         "GroupByReduceInto" -> GroupByReduceInto()
+        "GroupByMaxOf" -> GroupByMaxOf()
+        "GroupByMinOf" -> GroupByMinOf()
         else -> error("$this")
     } as T
 }
diff --git a/plugins/kotlin-dataframe/testData/box/groupBy_maxOfMinOf.kt b/plugins/kotlin-dataframe/testData/box/groupBy_maxOfMinOf.kt
new file mode 100644
index 0000000000..2d372f69a3
--- /dev/null
+++ b/plugins/kotlin-dataframe/testData/box/groupBy_maxOfMinOf.kt
@@ -0,0 +1,16 @@
+import org.jetbrains.kotlinx.dataframe.*
+import org.jetbrains.kotlinx.dataframe.annotations.*
+import org.jetbrains.kotlinx.dataframe.api.*
+import org.jetbrains.kotlinx.dataframe.io.*
+
+fun box(): String {
+    val df = dataFrameOf("a")(1, 1, 2, 3, 3).groupBy { a }.add("id") { index() }.maxOf { 123 }
+    val df1 = dataFrameOf("a")(1, 1, 2, 3, 3).groupBy { a }.add("id") { index() }.minOf { 123 }
+
+    val max = df.max[0]
+    val min = df1.min[0]
+
+    df.compareSchemas()
+    df1.compareSchemas()
+    return "OK"
+}
diff --git a/plugins/kotlin-dataframe/tests-gen/org/jetbrains/kotlin/fir/dataframe/DataFrameBlackBoxCodegenTestGenerated.java b/plugins/kotlin-dataframe/tests-gen/org/jetbrains/kotlin/fir/dataframe/DataFrameBlackBoxCodegenTestGenerated.java
index edef7a8c3f..77424539f7 100644
--- a/plugins/kotlin-dataframe/tests-gen/org/jetbrains/kotlin/fir/dataframe/DataFrameBlackBoxCodegenTestGenerated.java
+++ b/plugins/kotlin-dataframe/tests-gen/org/jetbrains/kotlin/fir/dataframe/DataFrameBlackBoxCodegenTestGenerated.java
@@ -238,6 +238,12 @@ public void testGroupBy_extractSchema() {
     runTest("testData/box/groupBy_extractSchema.kt");
   }
 
+  @Test
+  @TestMetadata("groupBy_maxOfMinOf.kt")
+  public void testGroupBy_maxOfMinOf() {
+    runTest("testData/box/groupBy_maxOfMinOf.kt");
+  }
+
   @Test
   @TestMetadata("groupBy_refine.kt")
   public void testGroupBy_refine() {