diff --git a/cppcheck.spec b/cppcheck.spec
index 7e263d8..52c8222 100644
--- a/cppcheck.spec
+++ b/cppcheck.spec
@@ -62,9 +62,9 @@ xsltproc --nonet -o man/manual.html \
 mkdir objdir-%{_target_platform}
 cd objdir-%{_target_platform}
 # Upstream doesn't support shared libraries (unversioned solib)
-%cmake .. -DCMAKE_BUILD_TYPE=Release -DHAVE_RULES=1 -DBUILD_GUI=1 -DBUILD_SHARED_LIBS:BOOL=OFF
+%cmake .. -DCMAKE_BUILD_TYPE=Release -DHAVE_RULES=1 -DBUILD_GUI=1 -DBUILD_SHARED_LIBS:BOOL=OFF -DBUILD_TESTS=1
 # SMP make doesn't seem to work
-make
+make cppcheck
 
 %install
 rm -rf %{buildroot}
@@ -81,13 +81,8 @@ desktop-file-install --dir=%{buildroot}%{_datadir}/applications %{SOURCE1}
 install -D -p -m 644 gui/icon.png %{buildroot}%{_datadir}/pixmaps/cppcheck.png
 
 %check
-# CMake build doesn't have check...
-CXXFLAGS="%{optflags} -DNDEBUG $(pcre-config --cflags)" \
-    LDFLAGS="$RPM_LD_FLAGS" LIBS=-ltinyxml2 make TINYXML= \
-    CFGDIR=$(pwd)/cfg \
-    HAVE_RULES=yes \
-    DB2MAN=%{_datadir}/sgml/docbook/xsl-stylesheets/manpages/docbook.xsl \
-    %{?_smp_mflags} check
+cd objdir-%{_target_platform}/bin
+./testrunner -g -q
 
 %clean
 rm -rf %{buildroot}
@@ -107,6 +102,7 @@ rm -rf %{buildroot}
 %changelog
 * Fri Nov 13 2015 Susi Lehtola <jussilehtola@fedoraproject.org> - 1.70-4
 - Link whole archive (BZ #1280242), patch by Mamoru Tasaka.
+- Compile and run tests using CMake.
 
 * Wed Nov 11 2015 Susi Lehtola <jussilehtola@fedoraproject.org> - 1.70-3
 - Enable HAVE_RULES.