diff --git a/oioioi/mp/controllers.py b/oioioi/mp/controllers.py
index 97c26c76d..b36493291 100644
--- a/oioioi/mp/controllers.py
+++ b/oioioi/mp/controllers.py
@@ -193,8 +193,8 @@ def can_submit(self, request, problem_instance, check_round_times=True):
 
 class MPRankingController(DefaultRankingController):
     """Changes to Default Ranking:
-    1. Sum column is just after User column
-    2. Rounds with earlier start_date are more to the left
+    1. Rounds with earlier start_date are more to the left.
+    2. Users with 0 points aren't listed.
     """
 
     description = _("MP style ranking")
@@ -212,10 +212,5 @@ def _iter_rounds(self, can_see_all, timestamp, partial_key, request=None):
     def _filter_pis_for_ranking(self, partial_key, queryset):
         return queryset.order_by("-round__start_date")
 
-    def _render_ranking_page(self, key, data, page):
-        request = self._fake_request(page)
-        data['is_admin'] = self.is_admin_key(key)
-        return render_to_string('mp/ranking.html', context=data, request=request)
-
     def _allow_zero_score(self):
         return False
diff --git a/oioioi/mp/templates/mp/ranking.html b/oioioi/mp/templates/mp/ranking.html
deleted file mode 100644
index 26062ca26..000000000
--- a/oioioi/mp/templates/mp/ranking.html
+++ /dev/null
@@ -1,53 +0,0 @@
-{% load i18n pagination_tags get_user_name static simple_filters %}
-
-{% if rows %}
-    <div class="float-left nav-content table-responsive-md">
-        {% autopaginate rows participants_on_page %}
-        {% paginate %}
-        <table class="{% block table-classes %}table table-ranking table-striped table-sm submission{% endblock %}">
-            <thead>
-                <tr>
-                    <th class="text-right">#</th>
-                    <th>{% trans "User" %}</th>
-                    <th class="text-right">{% trans "Sum" %}</th>
-                    {% for pi, statement_visible in problem_instances %}
-                        {% if statement_visible %}
-                            {% url 'problem_statement' contest_id=contest.id problem_instance=pi.short_name as link %}
-                        {% endif %}
-                        <th class="text-right{% if pi.round.is_trial %} trial-round{% endif %}">
-                            {% if statement_visible %}<a href="{{ link }}">{% endif %}
-                                {{ pi.get_short_name_display }}
-                            {% if statement_visible %}</a>{% endif %}
-                        </th>
-                    {% endfor %}
-                </tr>
-            </thead>
-            <tbody>
-                {% for row in rows %}
-                    <tr id="ranking_row_{{ row.user.id }}" class="{% block row-classes %}{% endblock %}">
-                        <td class="text-right">{{ row.place }}</td>
-                        <td class="user-cell">{% public_name row.user %}</td>
-                        <td class="text-right">{{ row.sum }}</td>
-                        {% for result in row.results %}
-                            <td class="text-right{% if result.problem_instance.round.is_trial %} trial-round
-                                                 {% else %} {{ result.score|result_color_class }}{% endif %}">
-                                <span data-username="{{ row.user.username }}"
-                                      data-result_url="{{ result.url }}">
-                                    {{ result.score|default_if_none:'' }}
-                                </span>
-                            </td>
-                        {% endfor %}
-                    </tr>
-                {% endfor %}
-            </tbody>
-        </table>
-        {% paginate %}
-    </div>
-{% else %}
-    <div class="empty-space-filler alert alert-info">
-        {% blocktrans %}Strange, there is no one in this ranking...{% endblocktrans %}
-    </div>
-{% endif %}
-
-<script type="text/javascript" src="{% static 'rankings/ranking_links.js' %}"></script>
-
diff --git a/oioioi/rankings/static/common/rankings.scss b/oioioi/rankings/static/common/rankings.scss
index 5e66d1475..d16b7af00 100644
--- a/oioioi/rankings/static/common/rankings.scss
+++ b/oioioi/rankings/static/common/rankings.scss
@@ -23,6 +23,9 @@ $ranking-cell-width: 100px !default;
     @include text-overflow();
     max-width: $table-ranking-max-username-width;
   }
+  .sum-cell {
+    background-color: #e9e9e9;
+  }
 }
 
 .outdated-ranking-msg-float {
diff --git a/oioioi/rankings/templates/rankings/default_ranking.html b/oioioi/rankings/templates/rankings/default_ranking.html
index 924b62d84..478aaad6a 100644
--- a/oioioi/rankings/templates/rankings/default_ranking.html
+++ b/oioioi/rankings/templates/rankings/default_ranking.html
@@ -9,6 +9,7 @@
                 <tr>
                     <th class="text-right">#</th>
                     <th>{% trans "User" %}</th>
+                    <th class="text-right">{% trans "Sum" %}</th>
                     {% for pi, statement_visible in problem_instances %}
                         {% if statement_visible %}
                             {% url 'problem_statement' contest_id=contest.id problem_instance=pi.short_name as link %}
@@ -19,7 +20,6 @@
                             {% if statement_visible %}</a>{% endif %}
                         </th>
                     {% endfor %}
-                    <th class="text-right">{% trans "Sum" %}</th>
                 </tr>
             </thead>
             <tbody>
@@ -27,6 +27,7 @@
                     <tr id="ranking_row_{{ row.user.id }}" class="{% block row-classes %}{% endblock %}">
                         <td class="text-right">{{ row.place }}</td>
                         <td class="user-cell">{% public_name row.user %}</td>
+                        <td class="text-right sum-cell">{{ row.sum }}</td>
                         {% for result in row.results %}
                             <td class="text-right{% if result.problem_instance.round.is_trial %} trial-round
                                                  {% else %} {{ result.score|result_color_class }}{% endif %}">
@@ -36,7 +37,6 @@
                                 </span>
                             </td>
                         {% endfor %}
-                        <td class="text-right">{{ row.sum }}</td>
                     </tr>
                 {% endfor %}
             </tbody>