diff --git a/planner/core/find_best_task.go b/planner/core/find_best_task.go
index 5dac575aaddf1..7959461779074 100644
--- a/planner/core/find_best_task.go
+++ b/planner/core/find_best_task.go
@@ -675,9 +675,14 @@ func (ds *DataSource) findBestTask(prop *property.PhysicalProperty, planCounter
 		canConvertPointGet = canConvertPointGet && candidate.path.StoreType != kv.TiFlash
 		if !candidate.path.IsIntHandlePath {
 			canConvertPointGet = canConvertPointGet &&
-				candidate.path.Index.Unique &&
-				!candidate.path.Index.HasPrefixIndex() &&
-				len(candidate.path.Ranges[0].LowVal) == len(candidate.path.Index.Columns)
+				candidate.path.Index.Unique && !candidate.path.Index.HasPrefixIndex()
+			idxColsLen := len(candidate.path.Index.Columns)
+			for _, ran := range candidate.path.Ranges {
+				if len(ran.LowVal) != idxColsLen {
+					canConvertPointGet = false
+					break
+				}
+			}
 		}
 		if ds.table.Meta().GetPartitionInfo() != nil && !tryOldPartitionImplementation(ds.ctx) {
 			canConvertPointGet = false
diff --git a/planner/core/integration_test.go b/planner/core/integration_test.go
index 1257d2458d7f2..020d89dec37ee 100644
--- a/planner/core/integration_test.go
+++ b/planner/core/integration_test.go
@@ -1519,3 +1519,17 @@ partition p2 values less than (10))`)
 		tk.MustQuery("explain " + tt).Check(testkit.Rows(output[i].Plan...))
 	}
 }
+
+func (s *testIntegrationSuite) TestPartialBatchPointGet(c *C) {
+	tk := testkit.NewTestKit(c, s.store)
+	tk.MustExec("use test")
+	tk.MustExec("drop table if exists t")
+	tk.MustExec("create table t (c_int int, c_str varchar(40), primary key(c_int, c_str))")
+	tk.MustExec("insert into t values (3, 'bose')")
+	tk.MustQuery("select * from t where c_int in (3)").Check(testkit.Rows(
+		"3 bose",
+	))
+	tk.MustQuery("select * from t where c_int in (3) or c_str in ('yalow') and c_int in (1, 2)").Check(testkit.Rows(
+		"3 bose",
+	))
+}