diff --git a/pkg/planner/core/plan_cache_test.go b/pkg/planner/core/plan_cache_test.go
index 367f4b6c9dae2..bd671073279f9 100644
--- a/pkg/planner/core/plan_cache_test.go
+++ b/pkg/planner/core/plan_cache_test.go
@@ -1852,8 +1852,11 @@ func TestIndexRange(t *testing.T) {
 	tk := testkit.NewTestKit(t, store)
 	tk.MustExec(`use test`)
 
-	tk.MustExec(`CREATE TABLE posts (id bigint NOT NULL AUTO_INCREMENT PRIMARY KEY)`)
-	tk.MustExec(`INSERT INTO posts (id) VALUES (1),(2),(3),(4),(5),(6),(7),(8),(9),(10),(11);`)
+	tk.MustExec(`CREATE TABLE t0 (id bigint NOT NULL AUTO_INCREMENT PRIMARY KEY)`)
+	tk.MustExec(`CREATE TABLE t1(c0 FLOAT ZEROFILL, PRIMARY KEY(c0));`)
+	tk.MustExec(`INSERT INTO t0 (id) VALUES (1),(2),(3),(4),(5),(6),(7),(8),(9),(10),(11);`)
+	tk.MustExec("INSERT INTO t1(c0) VALUES (1);")
 	tk.MustExec(`set tidb_enable_non_prepared_plan_cache=1;`)
-	tk.MustQuery(`SELECT posts.* FROM posts WHERE (id = 1 or id = 9223372036854775808);`).Check(testkit.Rows("1"))
+	tk.MustQuery(`SELECT t0.* FROM t0 WHERE (id = 1 or id = 9223372036854775808);`).Check(testkit.Rows("1"))
+	tk.MustQuery("SELECT t1.c0 FROM t1 WHERE t1.c0!=BIN(-1);").Check(testkit.Rows("1"))
 }
diff --git a/pkg/util/ranger/ranger.go b/pkg/util/ranger/ranger.go
index cc0026530a221..7143837ea55aa 100644
--- a/pkg/util/ranger/ranger.go
+++ b/pkg/util/ranger/ranger.go
@@ -175,6 +175,10 @@ func convertPoint(sctx planctx.PlanContext, point *point, newTp *types.FieldType
 			// see issue #19067: we should ignore the types.ErrDataTooLong when we convert value to TypeBit value
 		} else if (newTp.GetType() == mysql.TypeNewDecimal || newTp.GetType() == mysql.TypeLonglong) && terror.ErrorEqual(err, types.ErrOverflow) {
 			// Ignore the types.ErrOverflow when we convert TypeNewDecimal/TypeLonglong values.
+		} else if newTp.GetType() == mysql.TypeNewDecimal && terror.ErrorEqual(err, types.ErrOverflow) {
+			// Ignore the types.ErrOverflow when we convert TypeNewDecimal values.
+		} else if (newTp.GetType() == mysql.TypeNewDecimal || mysql.IsIntegerType(newTp.GetType()) || newTp.GetType() == mysql.TypeFloat) && terror.ErrorEqual(err, types.ErrOverflow) {
+			// Ignore the types.ErrOverflow when we convert TypeNewDecimal/TypeTiny/TypeShort/TypeInt24/TypeLong/TypeLonglong/TypeFloat values.
 			// A trimmed valid boundary point value would be returned then. Accordingly, the `excl` of the point
 			// would be adjusted. Impossible ranges would be skipped by the `validInterval` call later.
 			// tests in TestIndexRange/TestIndexRangeForDecimal