diff --git a/benchtests/Makefile b/benchtests/Makefile
index e0f8964740..1768fd859b 100644
--- a/benchtests/Makefile
+++ b/benchtests/Makefile
@@ -33,6 +33,7 @@ bench-math := \
   asinhf \
   atan \
   atan2 \
+  atanf \
   atanh \
   cbrt \
   cos \
diff --git a/benchtests/atanf-inputs b/benchtests/atanf-inputs
new file mode 100644
index 0000000000..cec71cf8b4
--- /dev/null
+++ b/benchtests/atanf-inputs
@@ -0,0 +1,806 @@
+## args: float
+## ret: float
+## includes: math.h
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