diff --git a/asv_bench/benchmarks/frame_methods.py b/asv_bench/benchmarks/frame_methods.py
index bd068cec4641b..bcdd9c6fa5717 100644
--- a/asv_bench/benchmarks/frame_methods.py
+++ b/asv_bench/benchmarks/frame_methods.py
@@ -52,6 +52,7 @@ def setup(self):
         N = 10 ** 3
         self.df = DataFrame(np.random.randn(N * 10, N))
         self.idx = np.arange(4 * N, 7 * N)
+        self.idx_cols = np.random.randint(0, N, N)
         self.df2 = DataFrame(
             {
                 c: {
@@ -68,6 +69,9 @@ def time_reindex_axis0(self):
         self.df.reindex(self.idx)
 
     def time_reindex_axis1(self):
+        self.df.reindex(columns=self.idx_cols)
+
+    def time_reindex_axis1_missing(self):
         self.df.reindex(columns=self.idx)
 
     def time_reindex_both_axes(self):