diff --git a/Gemfile b/Gemfile
index 605a40c64e8..ae6e0c64d21 100644
--- a/Gemfile
+++ b/Gemfile
@@ -30,11 +30,11 @@ source 'https://rubygems.org'
 
 ruby '~> 3.2.1'
 
-gem 'ox'
 gem 'actionpack-xml_parser', '~> 2.0.0'
 gem 'activemodel-serializers-xml', '~> 1.0.1'
 gem 'activerecord-import', '~> 1.4.0'
 gem 'activerecord-session_store', '~> 2.0.0'
+gem 'ox'
 gem 'rails', '~> 7.0', '>= 7.0.3.1'
 gem 'responders', '~> 3.0'
 
@@ -152,8 +152,8 @@ gem 'structured_warnings', '~> 0.4.0'
 # don't require by default, instead load on-demand when actually configured
 gem 'airbrake', '~> 13.0.0', require: false
 
-gem 'prawn', '~> 2.2'
 gem 'md_to_pdf', git: 'https://github.com/opf/md-to-pdf', ref: '76945d45c14b841e2312f992422e2631a4524114'
+gem 'prawn', '~> 2.2'
 # prawn implicitly depends on matrix gem no longer in ruby core with 3.1
 gem 'matrix', '~> 0.4.2'
 
@@ -244,7 +244,6 @@ group :test do
   gem 'capybara-screenshot', '~> 1.0.17'
   gem 'cuprite', '~> 0.14.3'
   gem 'selenium-webdriver', '~> 4.0'
-  gem 'webdrivers', '~> 5.2.0'
 
   gem 'fuubar', '~> 2.5.0'
   gem 'timecop', '~> 0.9.0'
diff --git a/Gemfile.lock b/Gemfile.lock
index 0f06cecc210..b2f43d2c191 100644
--- a/Gemfile.lock
+++ b/Gemfile.lock
@@ -972,10 +972,6 @@ GEM
       rack (>= 2.0.9)
     warden-basic_auth (0.2.1)
       warden (~> 1.2)
-    webdrivers (5.2.0)
-      nokogiri (~> 1.6)
-      rubyzip (>= 1.3.0)
-      selenium-webdriver (~> 4.0)
     webfinger (2.1.2)
       activesupport
       faraday (~> 2.0)
@@ -1176,7 +1172,6 @@ DEPENDENCIES
   view_component
   warden (~> 1.2)
   warden-basic_auth (~> 0.2.1)
-  webdrivers (~> 5.2.0)
   webmock (~> 3.12)
   will_paginate (~> 4.0.0)
   with_advisory_lock (~> 4.6.0)
diff --git a/config/environments/test.rb b/config/environments/test.rb
index 1c1a2072f19..3bc85e83dc3 100644
--- a/config/environments/test.rb
+++ b/config/environments/test.rb
@@ -96,8 +96,4 @@ OpenProject::Application.configure do
 
   # Speed up tests by lowering BCrypt's cost function
   BCrypt::Engine.cost = BCrypt::Engine::MIN_COST
-
-  # Pin Chromedriver version to last version that was released the "old way"
-  # See https://github.com/titusfortner/webdrivers/issues/247
-  Webdrivers::Chromedriver.required_version = "114.0.5735.90"
 end
diff --git a/docker/ci/entrypoint.sh b/docker/ci/entrypoint.sh
index dd9c75d2d5c..922e426f12f 100755
--- a/docker/ci/entrypoint.sh
+++ b/docker/ci/entrypoint.sh
@@ -68,7 +68,7 @@ setup_tests() {
 	fi
 
 	# create test database "app" and dump schema because db/structure.sql is not checked in
-	execute_quiet "time bundle exec rails db:migrate db:schema:dump zeitwerk:check webdrivers:chromedriver:update[114.0.5735.90] webdrivers:geckodriver:update"
+	execute_quiet "time bundle exec rails db:migrate db:schema:dump zeitwerk:check"
 }
 
 run_units() {
diff --git a/script/ci/cache_prepare.sh b/script/ci/cache_prepare.sh
index a76ddc612b2..45424b63c68 100644
--- a/script/ci/cache_prepare.sh
+++ b/script/ci/cache_prepare.sh
@@ -37,7 +37,7 @@ run() {
   eval $2;
 }
 
-run "bundle exec rake db:create db:migrate webdrivers:chromedriver:update[114.0.5735.90] webdrivers:geckodriver:update"
+run "bundle exec rake db:create db:migrate"
 
 run "cd frontend; npm install ; cd -"
 
diff --git a/spec/support/browsers/chrome.rb b/spec/support/browsers/chrome.rb
index 21edf1b21a2..a056f8dd003 100644
--- a/spec/support/browsers/chrome.rb
+++ b/spec/support/browsers/chrome.rb
@@ -1,6 +1,3 @@
-# Force the latest version of chromedriver using the webdriver gem
-require 'webdrivers/chromedriver'
-
 # rubocop:disable Metrics/PerceivedComplexity
 def register_chrome(language, name: :"chrome_#{language}", override_time_zone: nil)
   Capybara.register_driver name do |app|
@@ -53,13 +50,7 @@ def register_chrome(language, name: :"chrome_#{language}", override_time_zone: n
     if is_grid
       driver_opts[:url] = ENV.fetch('SELENIUM_GRID_URL', nil)
     else
-      if Webdrivers::ChromeFinder.location == '/snap/bin/chromium'
-        # make chromium snap install work out-of-the-box
-        # See https://stackoverflow.com/a/65121582/177665
-        chromedriver_path = '/snap/bin/chromium.chromedriver'
-      end
       driver_opts[:service] = Selenium::WebDriver::Service.chrome(
-        path: chromedriver_path,
         args: ['--verbose', '--log-path=/tmp/chromedriver.log']
       )
     end
diff --git a/spec/support/browsers/firefox.rb b/spec/support/browsers/firefox.rb
index c5ca5ff0367..ed28bd2bdb2 100644
--- a/spec/support/browsers/firefox.rb
+++ b/spec/support/browsers/firefox.rb
@@ -1,5 +1,3 @@
-# Force the latest version of geckodriver using the webdriver gem
-require 'webdrivers/geckodriver'
 require 'socket'
 
 def register_firefox(language, name: :"firefox_#{language}")
@@ -42,7 +40,7 @@ def register_firefox(language, name: :"firefox_#{language}")
       browser: is_grid ? :remote : :firefox,
       url: ENV.fetch('SELENIUM_GRID_URL', nil),
       http_client: client,
-      capabilities: options
+      options:
     }
 
     if is_grid