diff --git a/benchtests/Makefile b/benchtests/Makefile
index 29e287f220..8f5c55f19a 100644
--- a/benchtests/Makefile
+++ b/benchtests/Makefile
@@ -37,6 +37,7 @@ bench-math := \
   atan2f \
   atanf \
   atanh \
+  atanhf \
   cbrt \
   cbrtf \
   ceil \
diff --git a/benchtests/atanhf-inputs b/benchtests/atanhf-inputs
new file mode 100644
index 0000000000..1ce2ad9131
--- /dev/null
+++ b/benchtests/atanhf-inputs
@@ -0,0 +1,2005 @@
+## args: float
+## ret: float
+## includes: math.h
+# Random inputs in the range [-1,1]
+## name: workload-random
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