diff --git a/app/controllers/questions_controller.rb b/app/controllers/questions_controller.rb
index 49bd0da..8eabe2a 100644
--- a/app/controllers/questions_controller.rb
+++ b/app/controllers/questions_controller.rb
@@ -16,7 +16,7 @@ class QuestionsController < ApplicationController
   end
 
 
-  def result
+  def score
 
     not_found if result_node.blank? or current_player.answers.count < questions.size
 
@@ -31,8 +31,19 @@ class QuestionsController < ApplicationController
       end
     end
 
-    people_score = questions.count - planet_score
-    score_diff = people_score - planet_score
+    current_player.update(score: planet_score)
+
+    redirect_to url_for(action: 'result')
+
+  end
+
+
+
+  def result
+    not_found if result_node.blank? or current_player.score.blank?
+
+    people_score = questions.count - current_player.score
+    score_diff = people_score - current_player.score
 
     attachment_index =  case
                         when score_diff >= 2
@@ -43,13 +54,6 @@ class QuestionsController < ApplicationController
                           2 # Balanced
                         end
 
-
-
-    # logger.info(">>> score_diff #{score_diff}")
-    # logger.info(">>> people_score #{people_score}")
-    # logger.info(">>> planet_score #{planet_score}")
-    # logger.info(">>> attachment_index #{attachment_index}")
-
     @result_attachment = result_node.attachments.offset(attachment_index).first
     @stats_attachment = result_node.attachments.offset(3).first
 
diff --git a/app/models/player.rb b/app/models/player.rb
index fdc65ff..ffd732f 100644
--- a/app/models/player.rb
+++ b/app/models/player.rb
@@ -11,25 +11,18 @@ class Player < ApplicationRecord
 
 
   def stats
-    total_with_five = Player.where("array_length(answer_cache, 1) = 5")
-                            .where.not(id: self.id)
-                            .count
-
-    matching_answers =  Player.where(answer_cache: self.answer_cache)
-                              .where("array_length(answer_cache, 1) = 5")
-                              .where.not(id: self.id)
-                              .count
+    total_players_with_score = Player.where.not(score: nil).count
+    n_players_with_matching_score =  Player.where(score: self.score).count
 
     # Calculate percentage
-    if total_with_five > 0
-      percentage = (matching_answers.to_f / total_with_five) * 100
+    if total_players_with_score > 0
+      percentage = (n_players_with_matching_score.to_f / total_players_with_score) * 100
       percentage_string = percentage.round.to_s
     else
       percentage_string = "0"
     end
 
     percentage_string
-
   end
 
 end
diff --git a/app/views/questions/answer.html.erb b/app/views/questions/answer.html.erb
index ff5098d..556446c 100644
--- a/app/views/questions/answer.html.erb
+++ b/app/views/questions/answer.html.erb
@@ -24,7 +24,8 @@
   </div>
   
   <% if question == questions.last %>
-  <%= link_to t('see_results'), url_for(controller: 'questions', action: 'result'), class: 'button__base'  %>
+    <%= button_to t('see_results'), url_for(controller: 'questions', action: 'score'), class: 'button__base' %>
+  <%# link_to t('see_results'), url_for(controller: 'questions', action: 'result')  %>
   <% else %>
     <%= link_to t('next_question'), url_for(controller: 'questions', action: 'show', id: question_index.next), class: 'button__base'  %>
   <% end %>
diff --git a/config/routes.rb b/config/routes.rb
index 5ea2183..84ef6c3 100644
--- a/config/routes.rb
+++ b/config/routes.rb
@@ -60,6 +60,7 @@ Rails.application.routes.draw do
     get 'q/:id/answer', to: 'questions#answer'
     get 'q/:id', to: 'questions#show'
 
+    post 'score', to: 'questions#score'
     get 'result', to: 'questions#result'
 
 
diff --git a/db/migrate/20250522111116_add_score_to_players.rb b/db/migrate/20250522111116_add_score_to_players.rb
new file mode 100644
index 0000000..667c667
--- /dev/null
+++ b/db/migrate/20250522111116_add_score_to_players.rb
@@ -0,0 +1,6 @@
+class AddScoreToPlayers < ActiveRecord::Migration[8.0]
+  def change
+    add_column :players, :score, :integer, default: nil
+    add_index :players, :score
+  end
+end
diff --git a/db/schema.rb b/db/schema.rb
index a630c3f..2ddfeb7 100644
--- a/db/schema.rb
+++ b/db/schema.rb
@@ -10,7 +10,7 @@
 #
 # It's strongly recommended that you check this file into your version control system.
 
-ActiveRecord::Schema[8.0].define(version: 2025_04_29_121602) do
+ActiveRecord::Schema[8.0].define(version: 2025_05_22_111116) do
   # These are extensions that must be enabled in order to support this database
   enable_extension "pg_catalog.plpgsql"
 
@@ -120,7 +120,9 @@ ActiveRecord::Schema[8.0].define(version: 2025_04_29_121602) do
     t.integer "answer_cache", default: [], array: true
     t.datetime "created_at", null: false
     t.datetime "updated_at", null: false
+    t.integer "score"
     t.index ["answer_cache"], name: "index_players_on_answer_cache", using: :gin
+    t.index ["score"], name: "index_players_on_score"
   end
 
   create_table "users", force: :cascade do |t|