diff --git a/ee/lib/tasks/gitlab/llm/questions.csv b/ee/lib/tasks/gitlab/llm/questions.csv
index 64d111ea3cfdb4ec064d712bd6c2559c290d2587..604c5c5cc5800bb8ea406f28a59174955485913b 100644
--- a/ee/lib/tasks/gitlab/llm/questions.csv
+++ b/ee/lib/tasks/gitlab/llm/questions.csv
@@ -1,24 +1,24 @@
-"Can you explain the code ""def hello_world\\nputs(\""Hello, world!\\n\"");\nend""?",ExplainCode
-"Can you explain function ""def hello_world\\nputs(\""Hello, world!\\n\"");\nend""?",ExplainCode
-"Write me tests for function ""def hello_world\\nputs(\""Hello, world!\\n\"");\nend""",ExplainCode
-"What is the complexity of the code ""def hello_world\\nputs(\""Hello, world!\\n\"");\nend""?",ExplainCode
-"How would the ""def hello_world\\nputs(\""Hello, world!\\n\"");\nend"" code look like in Python?",ExplainCode
-"How would you refactor the ""def hello_world\\nputs(\""Hello, world!\\n\"");\nend"" code?",ExplainCode
-"Can you fix the bug in my ""def hello_world\\nput(\""Hello, world!\\n\"");\nend"" code?",ExplainCode
-"Create an example of how to use method ""def hello_world\\nput(\""Hello, world!\\n\"");\nend""",ExplainCode
-"Write documentation for the ""def hello_world\\nput(\""Hello, world!\\n\"");\nend"" code",ExplainCode
-Create a function to validate an e-mail address,ExplainCode
-Create a tic tac toe game in Javascript,ExplainCode
-Create a function in Python to call the spotify API to get my playlists,ExplainCode
-
-Please summarize the %<issue_identifier>s issue,"IssueIdentifier, SummarizeComments"
-Summarize the %<issue_identifier>s issue with bullet points,"IssueIdentifier, SummarizeComments"
-Can you list all the labels on %<issue_identifier>s issue?,"IssueIdentifier, JsonReader"
-How old is the %<issue_identifier>s issue?,"IssueIdentifier, JsonReader"
-For which milestone is the %<issue_identifier>s issue? And how long until then,"IssueIdentifier, JsonReader"
-Summarize the comments into bullet points on %<issue_identifier>s issue,"IssueIdentifier, SummarizeComments"
-
-How do I change my password in GitLab?,Documentation
-How do I fork a project?,Documentation
-How do I clone a repository?,Documentation
-How do I create a template?,Documentation
+"Can you explain the code ""def hello_world\\nputs(\""Hello, world!\\n\"");\nend""?",ExplainCode
+"Can you explain function ""def hello_world\\nputs(\""Hello, world!\\n\"");\nend""?",ExplainCode
+"Write me tests for function ""def hello_world\\nputs(\""Hello, world!\\n\"");\nend""",ExplainCode
+"What is the complexity of the code ""def hello_world\\nputs(\""Hello, world!\\n\"");\nend""?",ExplainCode
+"How would the ""def hello_world\\nputs(\""Hello, world!\\n\"");\nend"" code look like in Python?",ExplainCode
+"How would you refactor the ""def hello_world\\nputs(\""Hello, world!\\n\"");\nend"" code?",ExplainCode
+"Can you fix the bug in my ""def hello_world\\nput(\""Hello, world!\\n\"");\nend"" code?",ExplainCode
+"Create an example of how to use method ""def hello_world\\nput(\""Hello, world!\\n\"");\nend""",ExplainCode
+"Write documentation for the ""def hello_world\\nput(\""Hello, world!\\n\"");\nend"" code",ExplainCode
+Create a function to validate an e-mail address,ExplainCode
+Create a tic tac toe game in Javascript,ExplainCode
+Create a function in Python to call the spotify API to get my playlists,ExplainCode
+
+Please summarize the %<issue_identifier>s issue,"IssueIdentifier, SummarizeComments"
+Summarize the %<issue_identifier>s issue with bullet points,"IssueIdentifier, SummarizeComments"
+Can you list all the labels on %<issue_identifier>s issue?,"IssueIdentifier, Resource Reader"
+How old is the %<issue_identifier>s issue?,"IssueIdentifier, Resource Reader"
+For which milestone is the %<issue_identifier>s issue? And how long until then,"IssueIdentifier, Resource Reader"
+Summarize the comments into bullet points on %<issue_identifier>s issue,"IssueIdentifier, SummarizeComments"
+
+How do I change my password in GitLab?,GitlabDocumentation
+How do I fork a project?,GitlabDocumentation
+How do I clone a repository?,GitlabDocumentation
+How do I create a template?,GitlabDocumentation
diff --git a/ee/lib/tasks/gitlab/llm/zero_shot_tool_picker_test.rake b/ee/lib/tasks/gitlab/llm/zero_shot_tool_picker_test.rake
index 0fc1d0b01813d4681fa631bbb1ddfd5b109af550..abc38a32780db4a66588112bc5055cb76a3549bf 100644
--- a/ee/lib/tasks/gitlab/llm/zero_shot_tool_picker_test.rake
+++ b/ee/lib/tasks/gitlab/llm/zero_shot_tool_picker_test.rake
@@ -15,10 +15,12 @@ namespace :gitlab do
           args.with_defaults(issue: 'http://127.0.0.1:3001/jashkenas/Underscore/-/issues/41')
 
           zero_shot_prompt_action = "the action to take, should be one from this list"
-
+          counter = 0.0
+          correct_answers_counter = 0
           ::CSV.read(FILENAME).each do |row|
             next if row[0].blank?
 
+            counter += 1
             question = format(row[0], { issue_identifier: args.issue })
             logger.info("question: #{question}")
             logger.info("expected tool(s): #{row[1]}")
@@ -29,8 +31,11 @@ namespace :gitlab do
             actions = agent.prompt.scan(/Action: (?<action>.+?)(?=$)/)
             actions.reject! { |action| action.first.start_with?(zero_shot_prompt_action) }
 
+            correct_answers_counter += accuracy_check(actions, row[1])
+
             logger.info("tools used: #{actions}")
             logger.info("actual response: #{response.content}")
+            logger.info("current accuracy rate #{(correct_answers_counter / counter) * 100}%")
             logger.info("\n\n")
           end
         end
@@ -65,6 +70,20 @@ namespace :gitlab do
           context: context
         )
       end
+
+      def accuracy_check(actions, answer)
+        actions = actions.flatten
+        answer = answer.split(', ')
+        final_rating = 0
+
+        if actions == answer
+          final_rating += 1
+        elsif actions.uniq == answer
+          final_rating += answer.size / actions.size
+        end
+
+        final_rating
+      end
     end
   end
 end