diff --git a/benchmarks/empirist.pl b/benchmarks/empirist.pl
new file mode 100644
index 0000000..ef03fda
--- /dev/null
+++ b/benchmarks/empirist.pl
@@ -0,0 +1,127 @@
+#!/usr/bin/env perl
+use strict;
+use warnings;
+
+# Comparison path
+my $cmd = '/euralex/corpus/empirist_gold_cmc/tools/compare_tokenization.perl';
+
+# Output path
+my $empirist_path = '/euralex/empirist_';
+mkdir $empirist_path . 'cmc';
+mkdir $empirist_path . 'web';
+
+my $gold_path = '/euralex/corpus/empirist_gold_';
+
+my %tools = (
+  waste => sub {
+    my $raw = $gold_path . $_[1] . '/raw/' . $_[0];
+    system 'cat ' . $raw . ' | waste -N -v0 --rcfile=./Waste/waste.rc > ' . $empirist_path . $_[1] . '/waste/' . $_[0],
+  },
+  datok => sub {
+    my $raw = $gold_path . $_[1] . '/raw/' . $_[0];
+    system 'cat ' . $raw . ' | ./Datok/datok tokenize -t ./Datok/testdata/tokenizer.matok - > ' . $empirist_path . $_[1] . '/datok/' . $_[0];
+  },
+  korap_tokenizer => sub {
+    my $raw = $gold_path . $_[1] . '/raw/' . $_[0];
+    system 'cat ' . $raw . ' | java -jar ./KorAP-Tokenizer/KorAP-Tokenizer.jar -l de > ' . $empirist_path . $_[1] . '/korap_tokenizer/' . $_[0];
+  },
+  opennlp_simple => sub {
+    my $raw = $gold_path . $_[1] . '/raw/' . $_[0];
+    system 'cat ' . $raw . ' | ./opennlp/bin/opennlp SimpleTokenizer 2> /dev/null | sed "s/\s/\n/g" > ' . $empirist_path . $_[1] . '/opennlp_simple/' . $_[0];
+  },
+  opennlp_tokenizer => sub {
+    my $raw = $gold_path . $_[1] . '/raw/' . $_[0];
+    system 'cat ' . $raw . ' | ./opennlp/bin/opennlp TokenizerME ./opennlp/models/opennlp-de-ud-gsd-tokens-1.0-1.9.3.bin 2> /dev/null | sed "s/\s/\n/g" > ' . $empirist_path . $_[1] . '/opennlp_tokenizer/' . $_[0];
+  },
+  tree_tagger => sub {
+    my $raw = $gold_path . $_[1] . '/raw/' . $_[0];
+    system 'cat ' . $raw . ' | perl ./treetagger/cmd/utf8-tokenize.perl -a ./treetagger/lib/german-abbreviations 2> /dev/null > ' . $empirist_path . $_[1] . '/tree_tagger/' . $_[0];
+  },
+  jtok => sub {
+    my $raw = $gold_path . $_[1] . '/raw/' . $_[0];
+    chdir '/euralex/JTok/bin';
+    system 'sh tokenize ' . $raw . ' de | grep "Token: " | perl -CS -pe "s/\s +Token: \"//; s/^(\"?[^\"]*?)\".+?$/\1/g" > ' . $empirist_path . $_[1] . '/jtok/' . $_[0];
+    chdir '/euralex';
+  },
+  syntok => sub {
+    my $raw = $gold_path . $_[1] . '/raw/' . $_[0];
+    system 'python3 -m syntok.tokenizer ' . $raw . ' | sed "s/\s/\n/g" > ' . $empirist_path . $_[1] . '/syntok/' . $_[0];
+  },
+  somajo => sub {
+    my $raw = $gold_path . $_[1] . '/raw/' . $_[0];
+    system 'somajo-tokenizer ' . $raw . ' 2> /dev/null > ' . $empirist_path . $_[1] . '/somajo/' . $_[0];
+  }
+);
+
+#delete $tools{waste};
+#delete $tools{datok};
+#delete $tools{korap_tokenizer};
+#delete $tools{opennlp_simple};
+#delete $tools{opennlp_tokenizer};
+#delete $tools{tree_tagger};
+#delete $tools{jtok};
+#delete $tools{syntok};
+#delete $tools{somajo};
+
+# Create project folders
+foreach (keys %tools) {
+  mkdir $empirist_path . 'cmc/' . $_;
+  mkdir $empirist_path . 'web/' . $_;
+};
+
+
+# Run the CMC test suite
+my @files = (
+  'cmc_test_blog_comment.txt',
+  'cmc_test_professional_chat.txt',
+  'cmc_test_social_chat.txt',
+  'cmc_test_twitter.txt',
+  'cmc_test_whatsapp.txt',
+  'cmc_test_wiki_discussion.txt',
+);
+
+
+# Run tokenization
+foreach my $file (@files) {
+  foreach (keys %tools) {
+    $tools{$_}->($file, 'cmc');
+  }
+};
+
+foreach my $tool (keys %tools) {
+  print "\n##########\n";
+  print "##### $tool - Empirist-CMC\n";
+  print "##\n";
+  system $cmd . ' -x ' . $gold_path . 'cmc/tokenized/ ' . $empirist_path . 'cmc/' . $tool . '/ 2> /dev/null';
+};
+
+
+# Run the Web test suite
+@files = (
+  'web_test_001.txt',
+  'web_test_002.txt',
+  'web_test_003.txt',
+  'web_test_004.txt',
+  'web_test_005.txt',
+  'web_test_006.txt',
+  'web_test_007.txt',
+  'web_test_008.txt',
+  'web_test_009.txt',
+  'web_test_010.txt',
+  'web_test_011.txt',
+  'web_test_012.txt'
+);
+
+# Run tokenization
+foreach my $file (@files) {
+  foreach (keys %tools) {
+    $tools{$_}->($file, 'web');
+  }
+};
+
+foreach my $tool (keys %tools) {
+  print "\n##########\n";
+  print "##### $tool - Empirist-Web\n";
+  print "##\n";
+  system $cmd . ' -x ' . $gold_path . 'web/tokenized/ ' . $empirist_path . 'web/' . $tool . '/ 2> /dev/null';
+};