diff --git a/.gitignore b/.gitignore
new file mode 100644
index 0000000..84c048a
--- /dev/null
+++ b/.gitignore
@@ -0,0 +1 @@
+/build/
diff --git a/.travis.yml b/.travis.yml
index 2159d34..40bafc0 100644
--- a/.travis.yml
+++ b/.travis.yml
@@ -4,7 +4,14 @@ matrix:
   include:
     - os: linux
       compiler: gcc
+      addons:
+        apt:
+          packages:
+            - cmake
       script:
+        - mkdir -p build
+        - cd build
+        - cmake ..
         - make
 
     - os: linux
@@ -15,8 +22,12 @@ matrix:
             - gcc-arm-linux-gnueabihf
             - libc6-dev-armhf-cross
             - qemu-user
+            - cmake
       script:
-        - CFLAGS="-O2 -mfpu=neon -g -static -DMAXREPEATS=2 -DLATBENCH_COUNT=10000" make
+        - mkdir -p build
+        - cd build
+        - cmake -DCMAKE_C_FLAGS="-O2 -mfpu=neon -g -static -DMAXREPEATS=2 -DLATBENCH_COUNT=10000" ..
+        - make
         - qemu-arm ./tinymembench
 
     - os: linux
@@ -28,8 +39,12 @@ matrix:
             - gcc-aarch64-linux-gnu
             - libc6-dev-arm64-cross
             - qemu-user
+            - cmake
       script:
-        - CFLAGS="-O2 -g -static -DMAXREPEATS=2 -DLATBENCH_COUNT=10000" make
+        - mkdir -p build
+        - cd build
+        - cmake -DCMAKE_C_FLAGS="-O2 -g -static -DMAXREPEATS=2 -DLATBENCH_COUNT=10000" ..
+        - make
         - qemu-aarch64 ./tinymembench
 
     - os: linux
@@ -40,8 +55,12 @@ matrix:
             - mingw32
             - mingw32-binutils
             - mingw32-runtime
+            - cmake
       script:
-        - CFLAGS="-O2 -g -DMAXREPEATS=2 -DLATBENCH_COUNT=10000" make
+        - mkdir -p build
+        - cd build
+        - cmake -DCMAKE_C_FLAGS="-O2 -g -DMAXREPEATS=2 -DLATBENCH_COUNT=10000" ..
+        - make
         - i586-mingw32msvc-objdump -d ./tinymembench
         # Fails because of https://sourceware.org/bugzilla/show_bug.cgi?id=12687
         # - wine ./tinymembench
@@ -56,6 +75,10 @@ matrix:
             - gcc-mingw-w64-i686
             - gcc-mingw-w64
             - wine
+            - cmake
       script:
-        - CFLAGS="-O2 -g -DMAXREPEATS=2 -DLATBENCH_COUNT=10000" make
+        - mkdir -p build
+        - cd build
+        - cmake -DCMAKE_C_FLAGS="-O2 -g -DMAXREPEATS=2 -DLATBENCH_COUNT=10000" ..
+        - make
         - wine ./tinymembench
diff --git a/CMakeLists.txt b/CMakeLists.txt
new file mode 100644
index 0000000..e8011b0
--- /dev/null
+++ b/CMakeLists.txt
@@ -0,0 +1,22 @@
+cmake_minimum_required(VERSION 3.0)
+project(tinymembench ASM C)
+set(CMAKE_C_STANDARD 11)
+
+set(asm_files
+    aarch64-asm.S
+    arm-neon.S
+    mips-32.S
+    x86-sse2.S
+)
+
+set(sources_files
+    asm-opt.c
+    main.c
+    util.c
+)
+
+add_executable(tinymembench ${asm_files} ${sources_files})
+target_include_directories(tinymembench PRIVATE .)
+target_link_libraries(tinymembench m)
+
+INSTALL(TARGETS tinymembench RUNTIME DESTINATION /usr/bin/)
diff --git a/Makefile b/Makefile
deleted file mode 100644
index 31ca60e..0000000
--- a/Makefile
+++ /dev/null
@@ -1,31 +0,0 @@
-all: tinymembench
-
-ifdef WINDIR
-	CC = gcc
-endif
-
-tinymembench: main.c util.o util.h asm-opt.h version.h asm-opt.o x86-sse2.o arm-neon.o mips-32.o aarch64-asm.o
-	${CC} -O2 ${CFLAGS} -o tinymembench main.c util.o asm-opt.o x86-sse2.o arm-neon.o mips-32.o aarch64-asm.o -lm
-
-util.o: util.c util.h
-	${CC} -O2 ${CFLAGS} -c util.c
-
-asm-opt.o: asm-opt.c asm-opt.h x86-sse2.h arm-neon.h mips-32.h
-	${CC} -O2 ${CFLAGS} -c asm-opt.c
-
-x86-sse2.o: x86-sse2.S
-	${CC} -O2 ${CFLAGS} -c x86-sse2.S
-
-arm-neon.o: arm-neon.S
-	${CC} -O2 ${CFLAGS} -c arm-neon.S
-
-aarch64-asm.o: aarch64-asm.S
-	${CC} -O2 ${CFLAGS} -c aarch64-asm.S
-
-mips-32.o: mips-32.S
-	${CC} -O2 ${CFLAGS} -c mips-32.S
-
-clean:
-	-rm -f tinymembench
-	-rm -f tinymembench.exe
-	-rm -f *.o