diff --git a/benchmarks/benchmarks/bench_random.py b/benchmarks/benchmarks/bench_random.py
index 9931d58cc1ce..d9302a49460b 100644
--- a/benchmarks/benchmarks/bench_random.py
+++ b/benchmarks/benchmarks/bench_random.py
@@ -92,7 +92,7 @@ def time_permutation_int(self):
 
 class RNG(Benchmark):
     param_names = ['rng']
-    params = ['PCG64', 'MT19937', 'Philox', 'numpy']
+    params = ['PCG64', 'MT19937', 'Philox', 'SFC64', 'numpy']
 
     def setup(self, bitgen):
         if bitgen == 'numpy':
@@ -133,7 +133,7 @@ class Bounded(Benchmark):
     u32 = np.uint32
     u64 = np.uint64
     param_names = ['rng', 'dt_max']
-    params = [['PCG64', 'MT19937', 'Philox', 'numpy'],
+    params = [['PCG64', 'MT19937', 'Philox', 'SFC64', 'numpy'],
               [[u8,    95],
                [u8,    64],  # Worst case for legacy
                [u8,   127],  # Best case for legacy
diff --git a/doc/source/reference/random/performance.py b/doc/source/reference/random/performance.py
index aeb82e0862e7..ed8745078d64 100644
--- a/doc/source/reference/random/performance.py
+++ b/doc/source/reference/random/performance.py
@@ -4,9 +4,9 @@
 import pandas as pd
 
 import numpy as np
-from numpy.random import MT19937, ThreeFry, PCG64, Philox
+from numpy.random import MT19937, PCG64, Philox, SFC64
 
-PRNGS = [MT19937, PCG64, Philox, ThreeFry]
+PRNGS = [MT19937, PCG64, Philox, SFC64]
 
 funcs = OrderedDict()
 integers = 'integers(0, 2**{bits},size=1000000, dtype="uint{bits}")'