diff --git a/CHANGELOG.md b/CHANGELOG.md
index b634e96e..d44af1dd 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -5,6 +5,7 @@
 ### Fixed
 * Make sure rack_cache[:verbose] can be set #103
 * Follow hash syntax for logstash-event v1.4.x #75
+* Log RecordNotFound as 404 #27, #110, #112
 
 ### Other
 * Use https in Gemfile #104
diff --git a/Gemfile b/Gemfile
index adf59b00..f1cfde74 100644
--- a/Gemfile
+++ b/Gemfile
@@ -5,6 +5,7 @@ gemspec
 
 group :test do
   gem 'actionpack'
+  gem 'activerecord'
   # logstash does not release any gems on rubygems, but they have two gemspecs within their repo.
   # Using the tag is an attempt of having a stable version to test against where we can ensure that
   # we test against the correct code.
diff --git a/gemfiles/Gemfile.actionpack3.2 b/gemfiles/Gemfile.actionpack3.2
index 0ba9c17a..cd9f1861 100644
--- a/gemfiles/Gemfile.actionpack3.2
+++ b/gemfiles/Gemfile.actionpack3.2
@@ -5,6 +5,7 @@ gemspec :path => ".."
 
 group :test do
   gem 'actionpack', '~> 3.2.0'
+  gem 'activerecord', '~> 3.2.0'
   # logstash does not release any gems on rubygems, but they have two gemspecs within their repo.
   # Using the tag is an attempt of having a stable version to test against where we can ensure that
   # we test against the correct code.
diff --git a/gemfiles/Gemfile.actionpack4.0 b/gemfiles/Gemfile.actionpack4.0
index 42cdf51b..608b2e5c 100644
--- a/gemfiles/Gemfile.actionpack4.0
+++ b/gemfiles/Gemfile.actionpack4.0
@@ -5,6 +5,7 @@ gemspec :path => ".."
 
 group :test do
   gem 'actionpack', '~> 4.0.0'
+  gem 'activerecord', '~> 4.0.0'
   # logstash does not release any gems on rubygems, but they have two gemspecs within their repo.
   # Using the tag is an attempt of having a stable version to test against where we can ensure that
   # we test against the correct code.
diff --git a/gemfiles/Gemfile.actionpack4.2 b/gemfiles/Gemfile.actionpack4.2
index e9914f42..74f0d6a2 100644
--- a/gemfiles/Gemfile.actionpack4.2
+++ b/gemfiles/Gemfile.actionpack4.2
@@ -5,6 +5,8 @@ gemspec :path => ".."
 
 group :test do
   gem 'actionpack', '~> 4.2.0'
+  gem 'activerecord', '~> 4.2.0'
+
   # logstash does not release any gems on rubygems, but they have two gemspecs within their repo.
   # Using the tag is an attempt of having a stable version to test against where we can ensure that
   # we test against the correct code.
diff --git a/lib/lograge/log_subscriber.rb b/lib/lograge/log_subscriber.rb
index deefdc88..d5d1e31d 100644
--- a/lib/lograge/log_subscriber.rb
+++ b/lib/lograge/log_subscriber.rb
@@ -1,5 +1,4 @@
 require 'json'
-
 require 'active_support/core_ext/class/attribute'
 require 'active_support/log_subscriber'
 
@@ -10,7 +9,7 @@ def process_action(event)
 
       payload = event.payload
 
-      data      = extract_request(payload)
+      data = extract_request(payload)
       extract_status(data, payload)
       runtimes(data, event)
       location(data)
@@ -62,13 +61,19 @@ def extract_status(data, payload)
         data[:status] = status.to_i
       elsif (error = payload[:exception])
         exception, message = error
-        data[:status] = 500
-        data[:error]  = "#{exception}:#{message}"
+        data[:status] = get_error_status_code(exception)
+        data[:error] = "#{exception}: #{message}"
       else
         data[:status] = 0
       end
     end
 
+    def get_error_status_code(exception)
+      exception_object = exception.constantize.new
+      exception_wrapper = ::ActionDispatch::ExceptionWrapper.new({}, exception_object)
+      exception_wrapper.status_code
+    end
+
     def custom_options(data, event)
       options = Lograge.custom_options(event)
       data.merge! options if options
diff --git a/spec/lograge_logsubscriber_spec.rb b/spec/lograge_logsubscriber_spec.rb
index 242e4fad..0b9f1119 100644
--- a/spec/lograge_logsubscriber_spec.rb
+++ b/spec/lograge_logsubscriber_spec.rb
@@ -4,6 +4,8 @@
 require 'active_support/notifications'
 require 'active_support/core_ext/string'
 require 'logger'
+require 'active_record/errors'
+require 'rails'
 
 describe Lograge::RequestLogSubscriber do
   let(:log_output) { StringIO.new }
@@ -120,14 +122,17 @@
       expect(log_output.string).to match(/db=0.02/)
     end
 
-    it 'adds a 500 status when an exception occurred' do
+    it 'adds a 404 status when an exception occurred' do
+      error_double = double(ActionDispatch::ExceptionWrapper, status_code: 404)
+      expect(ActionDispatch::ExceptionWrapper).to(receive(:new).with({}, ActiveRecord::RecordNotFound.new)
+                                                  .and_return(error_double))
+
+      event.payload[:exception] = ['ActiveRecord::RecordNotFound', 'Record not found']
       event.payload[:status] = nil
-      event.payload[:exception] = ['AbstractController::ActionNotFound', 'Route not found']
       subscriber.process_action(event)
-
-      expect(log_output.string).to match(/status=500 /)
+      expect(log_output.string).to match(/status=404 /)
       expect(log_output.string).to match(
-        /error='AbstractController::ActionNotFound:Route not found' /
+        /error='ActiveRecord::RecordNotFound: Record not found' /
       )
     end