diff --git a/core/src/main/java/org/opensearch/sql/expression/function/PPLTypeChecker.java b/core/src/main/java/org/opensearch/sql/expression/function/PPLTypeChecker.java
index c3de664443d..19875775c24 100644
--- a/core/src/main/java/org/opensearch/sql/expression/function/PPLTypeChecker.java
+++ b/core/src/main/java/org/opensearch/sql/expression/function/PPLTypeChecker.java
@@ -552,24 +552,52 @@ public List<List<RelDataType>> getParameterTypes() {
     };
   }
 
-  /**
-   * Compares two RelDataTypes for signature matching. Two UDTs match if they share the same {@link
-   * ExprUDT} tag — comparing {@code getClass()} is unsafe because addCharsetAndCollation collapses
-   * ExprDateType/ExprTimeType/ExprTimeStampType/ExprBinaryType down to ExprSqlType, so different
-   * UDTs would appear equal. Plain types match by SqlTypeName.
-   */
+  /** Compares SQL-private UDTs and analytics schema markers by their semantic PPL type. */
   private static boolean typesMatch(RelDataType expected, RelDataType actual) {
-    if (expected instanceof AbstractExprRelDataType<?> expUdt
-        && actual instanceof AbstractExprRelDataType<?> actUdt) {
-      return expUdt.getUdt() == actUdt.getUdt();
-    }
-    if (expected instanceof AbstractExprRelDataType<?>
-        || actual instanceof AbstractExprRelDataType<?>) {
-      return false;
+    ExprUDT expectedUdt = semanticUdt(expected);
+    ExprUDT actualUdt = semanticUdt(actual);
+    if (expectedUdt != null || actualUdt != null) {
+      return expectedUdt == actualUdt;
     }
     return expected.getSqlTypeName() == actual.getSqlTypeName();
   }
 
+  private static ExprUDT semanticUdt(RelDataType type) {
+    if (type instanceof AbstractExprRelDataType<?> udt) {
+      return udt.getUdt();
+    }
+
+    // Analytics marker types retain these semantic names while using TIMESTAMP or VARBINARY
+    // internally. Inspecting the Calcite digest avoids loading the optional analytics-api classes.
+    String digest = type.getFullTypeString();
+    if (hasTypeName(digest, "DATE")) {
+      return ExprUDT.EXPR_DATE;
+    }
+    if (hasTypeName(digest, "TIME")) {
+      return ExprUDT.EXPR_TIME;
+    }
+    if (hasTypeName(digest, "IP")) {
+      return ExprUDT.EXPR_IP;
+    }
+    if (hasTypeName(digest, "BINARY")) {
+      return ExprUDT.EXPR_BINARY;
+    }
+
+    return switch (type.getSqlTypeName()) {
+      case DATE -> ExprUDT.EXPR_DATE;
+      case TIME, TIME_WITH_LOCAL_TIME_ZONE -> ExprUDT.EXPR_TIME;
+      case TIMESTAMP, TIMESTAMP_WITH_LOCAL_TIME_ZONE -> ExprUDT.EXPR_TIMESTAMP;
+      case BINARY, VARBINARY -> ExprUDT.EXPR_BINARY;
+      default -> null;
+    };
+  }
+
+  private static boolean hasTypeName(String digest, String typeName) {
+    return digest.equals(typeName)
+        || digest.startsWith(typeName + "(")
+        || digest.startsWith(typeName + " ");
+  }
+
   // Util Functions
 
   /**
diff --git a/core/src/test/java/org/opensearch/sql/expression/function/PPLTypeCheckerTest.java b/core/src/test/java/org/opensearch/sql/expression/function/PPLTypeCheckerTest.java
new file mode 100644
index 00000000000..5be90f16f61
--- /dev/null
+++ b/core/src/test/java/org/opensearch/sql/expression/function/PPLTypeCheckerTest.java
@@ -0,0 +1,62 @@
+/*
+ * Copyright OpenSearch Contributors
+ * SPDX-License-Identifier: Apache-2.0
+ */
+
+package org.opensearch.sql.expression.function;
+
+import static org.junit.jupiter.api.Assertions.assertFalse;
+import static org.junit.jupiter.api.Assertions.assertTrue;
+
+import java.util.List;
+import org.apache.calcite.rel.type.RelDataType;
+import org.apache.calcite.rel.type.RelDataTypeSystem;
+import org.apache.calcite.sql.type.SqlTypeName;
+import org.junit.jupiter.api.Test;
+import org.opensearch.analytics.schema.BinaryType;
+import org.opensearch.analytics.schema.DateOnlyType;
+import org.opensearch.analytics.schema.IpType;
+import org.opensearch.analytics.schema.TimeOnlyType;
+import org.opensearch.sql.calcite.utils.OpenSearchTypeFactory;
+import org.opensearch.sql.calcite.utils.OpenSearchTypeFactory.ExprUDT;
+
+class PPLTypeCheckerTest {
+
+  private static final OpenSearchTypeFactory TYPE_FACTORY = OpenSearchTypeFactory.TYPE_FACTORY;
+
+  @Test
+  void matchesAnalyticsTypesToEquivalentPplUdts() {
+    assertMatches(ExprUDT.EXPR_TIMESTAMP, TYPE_FACTORY.createSqlType(SqlTypeName.TIMESTAMP));
+    assertMatches(ExprUDT.EXPR_DATE, new DateOnlyType(RelDataTypeSystem.DEFAULT, true, 3));
+    assertMatches(ExprUDT.EXPR_TIME, new TimeOnlyType(RelDataTypeSystem.DEFAULT, true, 3));
+    assertMatches(ExprUDT.EXPR_IP, new IpType(true));
+    assertMatches(ExprUDT.EXPR_BINARY, new BinaryType(true));
+  }
+
+  @Test
+  void doesNotConflateDifferentSemanticTypes() {
+    assertDoesNotMatch(
+        ExprUDT.EXPR_TIMESTAMP, new DateOnlyType(RelDataTypeSystem.DEFAULT, true, 3));
+    assertDoesNotMatch(ExprUDT.EXPR_IP, new BinaryType(true));
+    assertDoesNotMatch(
+        TYPE_FACTORY.createSqlType(SqlTypeName.TIMESTAMP),
+        new DateOnlyType(RelDataTypeSystem.DEFAULT, true, 3));
+    assertDoesNotMatch(TYPE_FACTORY.createSqlType(SqlTypeName.VARBINARY), new IpType(true));
+  }
+
+  private static void assertMatches(ExprUDT expected, RelDataType actual) {
+    assertTrue(checker(TYPE_FACTORY.createUDT(expected)).checkOperandTypes(List.of(actual)));
+  }
+
+  private static void assertDoesNotMatch(ExprUDT expected, RelDataType actual) {
+    assertDoesNotMatch(TYPE_FACTORY.createUDT(expected), actual);
+  }
+
+  private static void assertDoesNotMatch(RelDataType expected, RelDataType actual) {
+    assertFalse(checker(expected).checkOperandTypes(List.of(actual)));
+  }
+
+  private static PPLTypeChecker checker(RelDataType expected) {
+    return PPLTypeChecker.wrapUDT(List.of(List.of(expected)));
+  }
+}