diff --git a/docs/changes.txt b/docs/changes.txt
index 1eec0a7bf..a54b7f988 100644
--- a/docs/changes.txt
+++ b/docs/changes.txt
@@ -34,6 +34,7 @@
 - Backend devices: In -S mode, limit the number of workitems so that no more than 2GB of host memory is required per backend device
 - Backend devices: In non -S mode, limit the number of workitems so that no more than 4GB of host memory is required per backend device
 - Backend types: The default filter for the device types is now set so that only the GPU is used, except for APPLE, where we set CPU
+- Benchmark: Update benchmark_deep.pl with new hash modes added (also new hash modes which were added with v6.2.3)
 - Makefile: Added wildcard include src/modules/module_*.mk directive so that plugin developers can add 3rd party libraries for their plugins
 - Rejects: Disabled checking of the minimum and maximum length of the password candidate in attack-mode 9 because they are incompatible
 - POCL: Added a workaround for an issue in POCL that uses a quote character as part of the path itself given to a path for the -I option
diff --git a/tools/benchmark_deep.pl b/tools/benchmark_deep.pl
index a481a87e9..59fa5d77c 100755
--- a/tools/benchmark_deep.pl
+++ b/tools/benchmark_deep.pl
@@ -56,7 +56,7 @@ my @hash_types_selection =
   100,
   1400,
   1700,
-  16800,
+  22000,
   1000,
   3000,
   5500,
@@ -112,8 +112,6 @@ my @hash_types =
   2100,
   2400,
   2410,
-  2500,
-  2501,
   2611,
   2711,
   2811,
@@ -256,8 +254,6 @@ my @hash_types =
   16500,
   16600,
   16700,
-  16800,
-  16801,
   16900,
   17210,
   17300,
@@ -356,6 +352,20 @@ my @hash_types =
   26403,
   26500,
   26600,
+  26700,
+  26800,
+  26900,
+  27000,
+  27100,
+  27200,
+  27300,
+  27400,
+  27500,
+  27600,
+  27700,
+  27800,
+  27900,
+  28000,
 );
 
 if (scalar @ARGV)