diff --git a/src/bench/CMakeLists.txt b/src/bench/CMakeLists.txt
--- a/src/bench/CMakeLists.txt
+++ b/src/bench/CMakeLists.txt
@@ -2,6 +2,31 @@
 
 project(bitcoin-bench)
 
+set(BENCH_DATA_RAW_FILES
+	data/block413567.raw
+)
+
+foreach(_raw_file ${BENCH_DATA_RAW_FILES})
+	string(APPEND
+		_generated_header_output
+		"${CMAKE_CURRENT_BINARY_DIR}/${_raw_file}" ".h"
+	)
+
+	list(APPEND BENCH_DATA_GENERATED_HEADERS ${_generated_header_output})
+
+	add_custom_command(
+		OUTPUT "${_generated_header_output}"
+		COMMAND
+			"data/convert-raw-to-header.sh"
+			"${_raw_file}" > "${_generated_header_output}"
+		COMMENT "Transforming raw file ${_raw_file} into header"
+		MAIN_DEPEDENCY "${_raw_file}"
+		DEPENDS "data/convert-raw-to-header.sh"
+		VERBATIM
+		WORKING_DIRECTORY "${CMAKE_CURRENT_SOURCE_DIR}"
+	)
+endforeach()
+
 add_executable(bitcoin-bench
 	EXCLUDE_FROM_ALL
 	base58.cpp
@@ -9,7 +34,7 @@
 	bench_bitcoin.cpp
 	cashaddr.cpp
 	ccoins_caching.cpp
-#	checkblock.cpp TODO Fix including bench/data/*.raw files
+	checkblock.cpp
 	checkqueue.cpp
 	crypto_aes.cpp
 	crypto_hash.cpp
@@ -20,6 +45,9 @@
 	merkle_root.cpp
 	prevector.cpp
 	rollingbloom.cpp
+
+	# Add the generated headers to trigger the conversion command
+	${BENCH_DATA_GENERATED_HEADERS}
 )
 
 target_link_libraries(bitcoin-bench common bitcoinconsensus server)
diff --git a/src/bench/data/convert-raw-to-header.sh b/src/bench/data/convert-raw-to-header.sh
new file mode 100755
--- /dev/null
+++ b/src/bench/data/convert-raw-to-header.sh
@@ -0,0 +1,8 @@
+#!/usr/bin/env bash
+
+INPUT_BASENAME=$(basename ${1})
+{
+    echo "static unsigned const char ${INPUT_BASENAME%.*}[] = {" && \
+    hexdump -v -e '8/1 "0x%02x, "' -e '"\n"' ${1} | sed -e 's/0x  ,//g' && \
+    echo "};"; \
+}