diff --git a/compute_worker/uv.lock b/compute_worker/uv.lock
index 7f7b06e72..9f2498d73 100644
--- a/compute_worker/uv.lock
+++ b/compute_worker/uv.lock
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-    { url = "https://files.pythonhosted.org/packages/0e/61/66938bbb5fc52dbdf84594873d5b51fb1f7c7794e9c0f5bd885f30bc507b/idna-3.11-py3-none-any.whl", hash = "sha256:771a87f49d9defaf64091e6e6fe9c18d4833f140bd19464795bc32d966ca37ea", size = 71008, upload-time = "2025-10-12T14:55:18.883Z" },
+    { url = "https://files.pythonhosted.org/packages/5d/13/ad7d7ca3808a898b4612b6fe93cde56b53f3034dcde235acb1f0e1df24c6/idna-3.13-py3-none-any.whl", hash = "sha256:892ea0cde124a99ce773decba204c5552b69c3c67ffd5f232eb7696135bc8bb3", size = 68629, upload-time = "2026-04-22T16:42:40.909Z" },
 ]
 
 [[package]]
@@ -260,11 +260,11 @@ wheels = [
 
 [[package]]
 name = "packaging"
-version = "26.0"
+version = "26.1"
 source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/65/ee/299d360cdc32edc7d2cf530f3accf79c4fca01e96ffc950d8a52213bd8e4/packaging-26.0.tar.gz", hash = "sha256:00243ae351a257117b6a241061796684b084ed1c516a08c48a3f7e147a9d80b4", size = 143416, upload-time = "2026-01-21T20:50:39.064Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/df/de/0d2b39fb4af88a0258f3bac87dfcbb48e73fbdea4a2ed0e2213f9a4c2f9a/packaging-26.1.tar.gz", hash = "sha256:f042152b681c4bfac5cae2742a55e103d27ab2ec0f3d88037136b6bfe7c9c5de", size = 215519, upload-time = "2026-04-14T21:12:49.362Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/b7/b9/c538f279a4e237a006a2c98387d081e9eb060d203d8ed34467cc0f0b9b53/packaging-26.0-py3-none-any.whl", hash = "sha256:b36f1fef9334a5588b4166f8bcd26a14e521f2b55e6b9de3aaa80d3ff7a37529", size = 74366, upload-time = "2026-01-21T20:50:37.788Z" },
+    { url = "https://files.pythonhosted.org/packages/7a/c2/920ef838e2f0028c8262f16101ec09ebd5969864e5a64c4c05fad0617c56/packaging-26.1-py3-none-any.whl", hash = "sha256:5d9c0669c6285e491e0ced2eee587eaf67b670d94a19e94e3984a481aba6802f", size = 95831, upload-time = "2026-04-14T21:12:47.56Z" },
 ]
 
 [[package]]
@@ -345,15 +345,15 @@ wheels = [
 
 [[package]]
 name = "rich"
-version = "14.3.3"
+version = "14.3.4"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "markdown-it-py" },
     { name = "pygments" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/b3/c6/f3b320c27991c46f43ee9d856302c70dc2d0fb2dba4842ff739d5f46b393/rich-14.3.3.tar.gz", hash = "sha256:b8daa0b9e4eef54dd8cf7c86c03713f53241884e814f4e2f5fb342fe520f639b", size = 230582, upload-time = "2026-02-19T17:23:12.474Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/e9/67/cae617f1351490c25a4b8ac3b8b63a4dda609295d8222bad12242dfdc629/rich-14.3.4.tar.gz", hash = "sha256:817e02727f2b25b40ef56f5aa2217f400c8489f79ca8f46ea2b70dd5e14558a9", size = 230524, upload-time = "2026-04-11T02:57:45.419Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/14/25/b208c5683343959b670dc001595f2f3737e051da617f66c31f7c4fa93abc/rich-14.3.3-py3-none-any.whl", hash = "sha256:793431c1f8619afa7d3b52b2cdec859562b950ea0d4b6b505397612db8d5362d", size = 310458, upload-time = "2026-02-19T17:23:13.732Z" },
+    { url = "https://files.pythonhosted.org/packages/b3/76/6d163cfac87b632216f71879e6b2cf17163f773ff59c00b5ff4900a80fa3/rich-14.3.4-py3-none-any.whl", hash = "sha256:07e7adb4690f68864777b1450859253bed81a99a31ac321ac1817b2313558952", size = 310480, upload-time = "2026-04-11T02:57:47.484Z" },
 ]
 
 [[package]]
@@ -376,11 +376,11 @@ wheels = [
 
 [[package]]
 name = "tzdata"
-version = "2025.3"
+version = "2026.1"
 source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/5e/a7/c202b344c5ca7daf398f3b8a477eeb205cf3b6f32e7ec3a6bac0629ca975/tzdata-2025.3.tar.gz", hash = "sha256:de39c2ca5dc7b0344f2eba86f49d614019d29f060fc4ebc8a417896a620b56a7", size = 196772, upload-time = "2025-12-13T17:45:35.667Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/19/f5/cd531b2d15a671a40c0f66cf06bc3570a12cd56eef98960068ebbad1bf5a/tzdata-2026.1.tar.gz", hash = "sha256:67658a1903c75917309e753fdc349ac0efd8c27db7a0cb406a25be4840f87f98", size = 197639, upload-time = "2026-04-03T11:25:22.002Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/c7/b0/003792df09decd6849a5e39c28b513c06e84436a54440380862b5aeff25d/tzdata-2025.3-py2.py3-none-any.whl", hash = "sha256:06a47e5700f3081aab02b2e513160914ff0694bce9947d6b76ebd6bf57cfc5d1", size = 348521, upload-time = "2025-12-13T17:45:33.889Z" },
+    { url = "https://files.pythonhosted.org/packages/b0/70/d460bd685a170790ec89317e9bd33047988e4bce507b831f5db771e142de/tzdata-2026.1-py2.py3-none-any.whl", hash = "sha256:4b1d2be7ac37ceafd7327b961aa3a54e467efbdb563a23655fbfe0d39cfc42a9", size = 348952, upload-time = "2026-04-03T11:25:20.313Z" },
 ]
 
 [[package]]
diff --git a/pyproject.toml b/pyproject.toml
index 9662fa05c..8d308a843 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -10,14 +10,14 @@ classifiers = [
     "Programming Language :: Python :: 3.10",
 ]
 dependencies = [
-    "django==5.2.12",
+    "django==5.2.13",
     "django-oauth-toolkit==1.6.3",
     "social-auth-core==4.8.5",
     "social-auth-app-django==5.6.0",
     "django-extensions==4.1.0",
     "channels==4.3.2",
     "channels-redis==4.0.0",
-    "pillow==12.1.1",
+    "pillow==12.2.0",
     "celery==5.6.2",
     "gunicorn==23.0",
     "urllib3==2.6.3",
@@ -81,7 +81,7 @@ dev = [
     "django-querycount==0.7.0",
     "django-debug-toolbar==6.2.0",
     "flake8==7.3.0",
-    "pytest==9.0.2",
+    "pytest==9.0.3",
     "pytest-django==4.12.0",
 ]
 [tool.pytest.ini_options]
diff --git a/src/apps/api/tests/test_datasets.py b/src/apps/api/tests/test_datasets.py
index 8f676d90a..daa0d6d52 100644
--- a/src/apps/api/tests/test_datasets.py
+++ b/src/apps/api/tests/test_datasets.py
@@ -175,7 +175,6 @@ def setUp(self):
             created_by=self.owner,
             downloads=5
         )
-
         self.private_dataset = DataFactory(
             is_public=False,
             created_by=self.owner,
@@ -187,13 +186,10 @@ def test_download_public_dataset(self, mock_make_url_sassy):
         # Mock the URL that would normally be generated for the file
         # This avoids depending on actual file storage or signature logic
         mock_make_url_sassy.return_value = "http://codebench-storage/public_dataset.zip"
-
         response = self.client.get(reverse("datasets:download_by_pk", args=[self.public_dataset.pk]))
-
         # Should redirect to the URL
         self.assertEqual(response.status_code, 302)
         self.assertEqual(response["Location"], "http://codebench-storage/public_dataset.zip")
-
         # Should increment download count
         self.public_dataset.refresh_from_db()
         self.assertEqual(self.public_dataset.downloads, 6)
@@ -203,27 +199,21 @@ def test_download_private_dataset_as_owner(self, mock_make_url_sassy):
         # Mock the URL that would normally be generated for the file
         # This avoids depending on actual file storage or signature logic
         mock_make_url_sassy.return_value = "http://codebench-storage/private_dataset.zip"
-
         response = self.client.get(reverse("datasets:download_by_pk", args=[self.private_dataset.pk]))
-
         self.assertEqual(response.status_code, 302)
         self.assertEqual(response["Location"], "http://codebench-storage/private_dataset.zip")
-
         self.private_dataset.refresh_from_db()
         self.assertEqual(self.private_dataset.downloads, 3)
 
     def test_download_private_dataset_as_other_user(self):
         # Authenticate as a different user who is not the owner
         self.client.force_login(self.other_user)
-
         response = self.client.get(reverse("datasets:download_by_pk", args=[self.private_dataset.pk]))
-
         # Should return 404 (access denied)
-        self.assertEqual(response.status_code, 404)
+        self.assertEqual(response.status_code, 403)
 
     def test_download_nonexistent_dataset(self):
         response = self.client.get(reverse("datasets:download_by_pk", args=[99999]))
-
         # Should return 404 (access denied)
         self.assertEqual(response.status_code, 404)
 
diff --git a/src/apps/competitions/admin.py b/src/apps/competitions/admin.py
index 98cb64147..dc5f489c0 100644
--- a/src/apps/competitions/admin.py
+++ b/src/apps/competitions/admin.py
@@ -25,6 +25,10 @@ def choices(self, changelist):
         )
         yield all_choice
 
+    def get_facet_counts(self, pk_attname, filtered_qs):
+        # Text-input filters have no predefined choices to count (Django 5.0+ facets).
+        return {}
+
 
 class SubmissionsCountFilter(InputFilter):
     # Human-readable title which will be displayed in the
diff --git a/src/apps/datasets/views.py b/src/apps/datasets/views.py
index b6c312970..7330a9735 100644
--- a/src/apps/datasets/views.py
+++ b/src/apps/datasets/views.py
@@ -1,11 +1,74 @@
 from django.contrib.auth.mixins import LoginRequiredMixin
+from django.core.exceptions import PermissionDenied
+from django.db.models import Q
 from django.http import HttpResponseRedirect, Http404
 from django.shortcuts import get_object_or_404
 from django.views.generic import TemplateView, DetailView
-
 from datasets.models import Data
 from utils.data import make_url_sassy
 from api.serializers.datasets import DatasetSerializer
+from competitions.models import Competition, CompetitionParticipant
+
+
+def user_can_download(user, data):
+    if data.is_public:
+        return True
+    if not user.is_authenticated:
+        return False
+    if data.created_by == user:
+        return True
+
+    # Organizers (creator + collaborators) can download any dataset in their competition
+    organizer_qs = Competition.objects.filter(
+        Q(created_by=user) | Q(collaborators=user)
+    ).filter(
+        Q(phases__public_data=data) |
+        Q(phases__starting_kit=data) |
+        Q(phases__task_instances__task__input_data=data) |
+        Q(phases__task_instances__task__reference_data=data) |
+        Q(phases__task_instances__task__scoring_program=data) |
+        Q(phases__task_instances__task__ingestion_program=data) |
+        Q(phases__task_instances__task__solutions__data=data)
+    )
+    if data.type == Data.SUBMISSION and data.competition:
+        organizer_qs = organizer_qs | Competition.objects.filter(
+            Q(created_by=user) | Q(collaborators=user),
+            pk=data.competition_id,
+        )
+    if organizer_qs.exists():
+        return True
+
+    # Reference data, submissions, and bundles are never accessible to participants
+    if data.type in (Data.REFERENCE_DATA, Data.SUBMISSION, Data.COMPETITION_BUNDLE):
+        return False
+
+    approved_participant = Q(
+        participants__user=user,
+        participants__status=CompetitionParticipant.APPROVED,
+    )
+
+    if data.type in (Data.PUBLIC_DATA, Data.STARTING_KIT):
+        return Competition.objects.filter(approved_participant).filter(
+            Q(phases__public_data=data) | Q(phases__starting_kit=data)
+        ).exists()
+
+    if data.type == Data.INPUT_DATA:
+        return Competition.objects.filter(approved_participant, make_input_data_available=True).filter(
+            phases__task_instances__task__input_data=data
+        ).exists()
+
+    if data.type in (Data.SCORING_PROGRAM, Data.INGESTION_PROGRAM):
+        return Competition.objects.filter(approved_participant, make_programs_available=True).filter(
+            Q(phases__task_instances__task__scoring_program=data) |
+            Q(phases__task_instances__task__ingestion_program=data)
+        ).exists()
+
+    if data.type == Data.SOLUTION:
+        return Competition.objects.filter(approved_participant).filter(
+            phases__task_instances__task__solutions__data=data
+        ).exists()
+
+    return False
 
 
 class DataManagement(LoginRequiredMixin, TemplateView):
@@ -26,20 +89,17 @@ class DatasetDetail(DetailView):
 
     def get_object(self, *args, **kwargs):
         dataset = super().get_object(*args, **kwargs)
-
         # If dataset is public or (user is authenticated and is owner), return dataset
         if dataset.is_public or (
             self.request.user.is_authenticated and dataset.created_by == self.request.user
         ):
             return dataset
-
         # Otherwise return 404
         raise Http404()
 
     def get_context_data(self, **kwargs):
         context = super().get_context_data(**kwargs)
         dataset = context["object"]
-
         serializer = DatasetSerializer(dataset)
         context["object"] = serializer.data
         return context
@@ -47,18 +107,19 @@ def get_context_data(self, **kwargs):
 
 def download(request, key):
     data = get_object_or_404(Data, key=key)
+    if not user_can_download(request.user, data):
+        if request.user.is_authenticated:
+            raise PermissionDenied()
+        raise Http404()
     return HttpResponseRedirect(make_url_sassy(data.data_file.name))
 
 
 def download_by_pk(request, pk):
     dataset = get_object_or_404(Data, pk=pk)
-
-    if dataset.is_public or dataset.created_by == request.user:
-        # Increment download count
-        dataset.downloads = (dataset.downloads or 0) + 1
-        dataset.save(update_fields=["downloads"])
-
-        # Redirect to the actual file URL
-        return HttpResponseRedirect(make_url_sassy(dataset.data_file.name))
-
-    raise Http404()
+    if not user_can_download(request.user, dataset):
+        if request.user.is_authenticated:
+            raise PermissionDenied()
+        raise Http404()
+    dataset.downloads = (dataset.downloads or 0) + 1
+    dataset.save(update_fields=["downloads"])
+    return HttpResponseRedirect(make_url_sassy(dataset.data_file.name))
diff --git a/src/apps/profiles/admin.py b/src/apps/profiles/admin.py
index a3ad7bfe8..4a9ba7ca5 100644
--- a/src/apps/profiles/admin.py
+++ b/src/apps/profiles/admin.py
@@ -25,6 +25,10 @@ def choices(self, changelist):
         )
         yield all_choice
 
+    def get_facet_counts(self, pk_attname, filtered_qs):
+        # Text-input filters have no predefined choices to count (Django 5.0+ facets).
+        return {}
+
 
 class QuotaFilter(InputFilter):
     # Human-readable title which will be displayed in the
diff --git a/src/static/riot/competitions/detail/_tabs.tag b/src/static/riot/competitions/detail/_tabs.tag
index a791d05dd..02cb0aadd 100644
--- a/src/static/riot/competitions/detail/_tabs.tag
+++ b/src/static/riot/competitions/detail/_tabs.tag
@@ -583,10 +583,6 @@
             .phase-info
                 margin-bottom 10px
 
-        .admin-tab
-            margin 0 auto
-            width 100%
-
         pre
             background #f4f4f4
             border 1px solid #ddd
diff --git a/src/static/riot/competitions/detail/submission_manager.tag b/src/static/riot/competitions/detail/submission_manager.tag
index 87c4c0c9f..441a6cf52 100644
--- a/src/static/riot/competitions/detail/submission_manager.tag
+++ b/src/static/riot/competitions/detail/submission_manager.tag
@@ -232,7 +232,6 @@
                         Task {i + 1}
                     </div>
 
-                    <div if="{is_admin()}" data-tab="admin" class="parent-modal item">Admin</div>
 
                     <div class="item" if="{_.get(selected_submission, 'children').length === 0}">
                         <i style="padding: 5px;">ERROR: Submission is a parent, but has no children. There was an error
@@ -248,9 +247,6 @@
                 </div>
 
 
-                <div class="ui tab" style="height: 565px; overflow: auto;" data-tab="admin" if="{is_admin()}">
-                    <submission-scores leaderboards="{leaderboards}"></submission-scores>
-                </div>
             </div>
         </div>
     </div>
@@ -713,9 +709,6 @@
                         self.update()
                     })
             }
-            if (opts.admin) {
-                submission.admin = true
-            }
             self.selected_submission = submission
             self.update()
             $(self.refs.modal)
diff --git a/src/static/riot/competitions/detail/submission_modal.tag b/src/static/riot/competitions/detail/submission_modal.tag
index 0961c0b0b..575ccb8d7 100644
--- a/src/static/riot/competitions/detail/submission_modal.tag
+++ b/src/static/riot/competitions/detail/submission_modal.tag
@@ -3,9 +3,9 @@
         <div class="active submission-modal item" data-tab="{admin_: submission.admin}downloads">DOWNLOADS</div>
         <div class="submission-modal item" data-tab="{admin_: submission.admin}logs" show="{!opts.hide_output}">LOGS</div>
         <div class="submission-modal item" data-tab="{admin_: submission.admin}graph" show="{!opts.hide_output && opts.show_visualization}">VISUALIZATION</div>
-        <div class="submission-modal item" data-tab="admin" if="{submission.admin}">ADMIN</div>
         <div class="submission-modal item" data-tab="{admin_: submission.admin}fact_sheet">FACT SHEET ANSWERS</div>
     </div>
+    <!-- Downloads -->
     <div class="ui tab active modal-tab" data-tab="{admin_: submission.admin}downloads">
         <div class="ui relaxed centered grid">
             <div class="ui fifteen wide column">
@@ -36,111 +36,43 @@
             </div>
         </div>
     </div>
+    <!-- Logs -->
     <div class="ui tab modal-tab" data-tab="{admin_: submission.admin}logs" hide="{opts.hide_output}">
-        <div class="ui grid">
-            <div class="three wide column">
-                <div class="ui fluid vertical secondary menu">
-                    <div class="active submission-modal item" data-tab="{admin_: submission.admin}prediction">
-                        Prediction Logs
-                    </div>
-                    <div class="submission-modal item" data-tab="{admin_: submission.admin}scoring">
-                        Scoring Logs
-                    </div>
-                </div>
-            </div>
-            <div class="thirteen wide column">
-                <div class="ui active tab" data-tab="{admin_: submission.admin}prediction">
-                    <div class="ui top attached inverted pointing menu">
-                        <div class="active submission-modal item" data-tab="{admin_: submission.admin}p_stdout">
-                            stdout
-                        </div>
-                        <div class="submission-modal item" data-tab="{admin_: submission.admin}p_stderr">
-                            stderr
-                        </div>
-                        <div class="submission-modal item" data-tab="{admin_: submission.admin}p_ingest_stdout">
-                            Ingestion stdout
-                        </div>
-                        <div class="submission-modal item" data-tab="{admin_: submission.admin}p_ingest_stderr">
-                            Ingestion stderr
-                        </div>
-                    </div>
-
-                    <div class="ui active bottom attached inverted segment tab log"
-                         data-tab="{admin_: submission.admin}p_stdout">
-                        <!--
-                        todo: something like:
-                            <pre>{ logs.prediction_stdout ? logs.prediction_stdout : "Empty Logs"}</pre>
-                            so log files don't look empty
-                        -->
-                        <pre>{ logs.prediction_stdout }</pre>
-                    </div>
-
-                    <div class="ui bottom attached inverted segment tab log"
-                         data-tab="{admin_: submission.admin}p_stderr">
-                        <pre>{ logs.prediction_stderr }</pre>
-                    </div>
-
-                    <div class="ui bottom attached inverted segment tab log"
-                         data-tab="{admin_: submission.admin}p_ingest_stdout">
-                        <pre>{ logs.prediction_ingestion_stdout }</pre>
-                    </div>
-
-                    <div class="ui bottom attached inverted segment tab log"
-                         data-tab="{admin_: submission.admin}p_ingest_stderr">
-                        <pre>{ logs.prediction_ingestion_stderr }</pre>
-                    </div>
-                </div>
-                <div class="ui tab" data-tab="{admin_: submission.admin}scoring">
-                    <div class="ui top attached inverted pointing menu">
-                        <div class="active submission-modal item" data-tab="{admin_: submission.admin}s_stdout">
-                            stdout
-                        </div>
-                        <div class="submission-modal item" data-tab="{admin_: submission.admin}s_stderr">
-                            stderr
-                        </div>
-                        <div class="submission-modal item" data-tab="{admin_: submission.admin}s_ingest_stdout">
-                            Ingestion stdout
-                        </div>
-                        <div class="submission-modal item" data-tab="{admin_: submission.admin}s_ingest_stderr">
-                            Ingestion stderr
-                        </div>
-                    </div>
-
-                    <div class="ui active bottom attached inverted segment tab log"
-                         data-tab="{admin_: submission.admin}s_stdout">
-                        <pre>{ logs.scoring_stdout }</pre>
-                    </div>
-
-                    <div class="ui bottom attached inverted segment tab log"
-                         data-tab="{admin_: submission.admin}s_stderr">
-                        <pre>{ logs.scoring_stderr }</pre>
-                    </div>
-
-                    <div class="ui bottom attached inverted segment tab log"
-                         data-tab="{admin_: submission.admin}s_ingest_stdout">
-                        <pre>{ logs.scoring_ingestion_stdout }</pre>
-                    </div>
-
-                    <div class="ui bottom attached inverted segment tab log"
-                         data-tab="{admin_: submission.admin}s_ingest_stderr">
-                        <pre>{ logs.scoring_ingestion_stderr }</pre>
-                    </div>
-                </div>
+        <div class="ui top attached inverted pointing menu" if="{logTabs.length > 0}" ref="log_tabs_menu">
+            <div each="{tab, i in logTabs}"
+                class="submission-modal item {active: tab.fullTabId === activeLogTabId || (!activeLogTabId && i === 0)}"
+                data-tab="{tab.fullTabId}"
+                onclick="{() => activeLogTabId = tab.fullTabId}">
+                {tab.label}
             </div>
         </div>
+        <!-- If no logs -->
+        <div class="ui bottom attached inverted segment tab log active" if="{logTabs.length === 0}">
+            <pre class="empty">No logs available for this submission.</pre>
+        </div>
+        <!-- Dynamic tabs -->
+        <div each="{tab, i in logTabs}"
+            class="ui bottom attached inverted segment tab log {active: tab.fullTabId === activeLogTabId || (!activeLogTabId && i === 0)}"
+            data-tab="{tab.fullTabId}">
+            <pre class="{empty: is_empty(tab.content)}">{ show_log(tab.content) }</pre>
+        </div>
     </div>
+    <!-- Fact sheet -->
     <div class="ui tab modal-tab" data-tab="{admin_: submission.admin}fact_sheet">
         <div class="ui inverted segment log">
             <textarea name="fact-sheet" id="fact_sheet" ref="fact_sheet_text_area">{ JSON.stringify(fact_sheet_answers, null, 2) }</textarea>
         </div>
         <div class="ui button green" onclick="{update_fact_sheet.bind(this)}">Save</div>
     </div>
+    <!-- Visualization -->
     <div class="ui tab modal-tab" data-tab="{admin_: submission.admin}graph" show="{opts.show_visualization && (!opts.hide_output || submission.admin)}">
         <iframe src="{detailed_result}" class="graph-frame" show="{detailed_result}"></iframe>
     </div>
+    <!-- Admin -->
     <div class="ui tab leaderboard-tab" data-tab="admin" if="{submission.admin}">
         <submission-scores leaderboards="{leaderboards}"></submission-scores>
     </div>
+
     <script>
         var self = this
         self.submission = {}
@@ -148,6 +80,51 @@
         self.leaderboards = []
         self.columns = []
 
+        // Logs helpers
+        self.non_empty = (v) => !self.is_empty(v)
+        self.show_log = (v) => self.non_empty(v) ? self.normalizeLog(v) : "No logs for this tab."
+        self.normalizeLog = (v) => {
+            if (v == null) return v
+            if (Array.isArray(v)) return v.join('\n')
+            if (typeof v === "object") {
+                try { return JSON.stringify(v, null, 2) } catch { return String(v) }
+            }
+            return String(v)
+        }
+        self.is_empty = (v) => {
+            v = self.normalizeLog(v)
+            return v == null || (typeof v === "string" && v.trim().length === 0)
+        }
+
+        // Dynamic tabs state
+        self.logTabs = []
+
+        self.rebuild_log_tabs = () => {
+            const prefix = self.submission && self.submission.admin ? 'admin_' : ''
+            const candidates = [
+            { key:'p_stdout', label:'Prediction output', content: self.logs.prediction_stdout },
+            { key:'p_stderr', label:'Prediction errors', content: self.logs.prediction_stderr },
+            { key:'p_ing_out', label:'Ingestion output', content: self.logs.prediction_ingestion_stdout },
+            { key:'p_ing_err', label:'Ingestion errors', content: self.logs.prediction_ingestion_stderr },
+            { key:'s_stdout', label:'Scoring output', content: self.logs.scoring_stdout },
+            { key:'s_stderr', label:'Scoring errors', content: self.logs.scoring_stderr },
+            { key:'s_ing_out', label:'Scoring ingestion output', content: self.logs.scoring_ingestion_stdout },
+            { key:'s_ing_err', label:'Scoring ingestion errors', content: self.logs.scoring_ingestion_stderr },
+            ]
+
+            // Keep only non empty tabs
+            self.logTabs = candidates
+                .filter(t => !self.is_empty(t.content))
+                .map(t => ({
+                    ...t,
+                    fullTabId: `${prefix}sub_${self.submission.id}_${t.key}`
+                }))
+
+            if (!self.activeLogTabId || !self.logTabs.find(t => t.fullTabId === self.activeLogTabId)) {
+                self.activeLogTabId = self.logTabs.length ? self.logTabs[0].fullTabId : null
+            }
+        }
+
         self.get_score_details = function (column) {
             try {
                 let score = _.filter(self.submission.scores, (score) => {
@@ -159,6 +136,9 @@
             }
         }
         self.update_submission_details = () => {
+            self.logs = {}
+            self.rebuild_log_tabs()
+            self.update()
             CODALAB.api.get_submission_details(self.submission.id)
                 .done(function (data) {
                     self.leaderboards = data.leaderboards
@@ -168,13 +148,26 @@
                     self.detailed_result = data.detailed_result
                     self.fact_sheet_answers = data.fact_sheet_answers
 
-                    _.forEach(data.logs, (item) => {
-                        $.get(item.data_file)
-                            .done(function (content) {
-                                self.logs[item.name] = content
-                                self.update()
-                            })
+                    const requests = data.logs.map(item =>
+                    $.get(item.data_file)
+                        .done(content => { self.logs[item.name] = content })
+                        .fail(() => { self.logs[item.name] = "" })
+                    )
+                    // When all log files are done loading:
+                    $.when.apply($, requests).always(() => {
+                    self.rebuild_log_tabs()
+                    self.update()
+                    setTimeout(() => {
+                        if (!self.refs.log_tabs_menu) return
+                        const $items = $(self.refs.log_tabs_menu).find('.item')
+                        $items.tab()
+                        if (self.logTabs.length) {
+                            $items.tab('change tab', self.activeLogTabId || self.logTabs[0].fullTabId)
+                        }
+                    }, 0)
                     })
+                    self.rebuild_log_tabs()
+                    self.update()
                     if (self.submission.admin) {
                         _.forEach(data.leaderboards, (leaderboard) => {
                             _.map(leaderboard.columns, (column) => {
@@ -213,10 +206,15 @@
 
         CODALAB.events.on('submission_clicked', () => {
             self.submission = opts.submission
+            // reset per-submission state
+            self.logs = {}
+            self.logTabs = []
+            self.activeLogTabId = null
+            // update
             self.update()
             self.update_submission_details()
             let path = self.submission.admin ? 'admin_downloads' : 'downloads'
-            $('.menu .submission-modal.item').tab('change tab', path)
+            $('.ui.large.green.pointing.menu .submission-modal.item').tab('change tab', path)
         })
     </script>
 
@@ -226,16 +224,12 @@
             max-height 465px
             overflow auto
 
-        .leaderboard-tab
-            height 515px
-            overflow auto
-
         .modal-tab
             height 530px
 
         .file-download
             margin-top 25px !important
-            margin-botton 25px !important
+            margin-bottom 25px !important
 
         .graph-frame
             height 100%
@@ -246,10 +240,16 @@
         #downloads thead tr th, #downloads tbody tr td
             font-size 16px !important
 
-        .inverted, textarea
-            color: white
-            background: #1b1c1d
-            width: 100%
-            height: 98%
+        pre.empty 
+            opacity 0.7 
+
+        .log
+            color white
+            background #1b1c1d
+
+        .log textarea
+            width 100%
+            height 98%
+
     </style>
 </submission-modal>
diff --git a/src/static/riot/competitions/detail/submission_scores.tag b/src/static/riot/competitions/detail/submission_scores.tag
deleted file mode 100644
index 6cf69730a..000000000
--- a/src/static/riot/competitions/detail/submission_scores.tag
+++ /dev/null
@@ -1,54 +0,0 @@
-<submission-scores>
-    <form class="ui form" id="score_update_form">
-        <div each="{leaderboard in leaderboards}" class="leaderboard">
-            <h3>{leaderboard.title}</h3>
-
-            <table class="ui collapsing table">
-                <thead>
-                <tr>
-                    <th each="{column in leaderboard.columns}">
-                        {column.title}
-                    </th>
-                </tr>
-                </thead>
-                <tbody>
-                <tr>
-                    <td each="{column in leaderboard.columns}">
-                        <input type="number" name="{ column.score_id }"
-                               disabled="{ !!column.computation }"
-                               value="{ column.score }" step="any">
-                    </td>
-                </tr>
-                </tbody>
-            </table>
-        </div>
-        <button class="ui blue button" onclick="{ update_scores }">
-            Submit
-        </button>
-    </form>
-
-    <script>
-        let self = this
-
-        self.on('update', () => {
-            self.leaderboards = opts.leaderboards
-        })
-
-        self.update_scores = function (event) {
-            event.preventDefault()
-            let data = get_form_data($('#score_update_form', self.root))
-            _.forEach(_.keys(data), (key) => {
-                CODALAB.api.update_submission_score(key, {score: data[key]})
-                    .done(function (data) {
-                        toastr.success('Score updated')
-                        CODALAB.events.trigger('score_updated')
-                    })
-            })
-        }
-    </script>
-
-    <style type="text/stylus">
-        .leaderboard
-            padding-bottom 10px
-    </style>
-</submission-scores>
diff --git a/tests/uv.lock b/tests/uv.lock
index df951566f..e6c50eaee 100644
--- a/tests/uv.lock
+++ b/tests/uv.lock
@@ -4,52 +4,52 @@ requires-python = "==3.14.0"
 
 [[package]]
 name = "certifi"
-version = "2026.2.25"
+version = "2026.4.22"
 source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/af/2d/7bf41579a8986e348fa033a31cdd0e4121114f6bce2457e8876010b092dd/certifi-2026.2.25.tar.gz", hash = "sha256:e887ab5cee78ea814d3472169153c2d12cd43b14bd03329a39a9c6e2e80bfba7", size = 155029, upload-time = "2026-02-25T02:54:17.342Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/25/ee/6caf7a40c36a1220410afe15a1cc64993a1f864871f698c0f93acb72842a/certifi-2026.4.22.tar.gz", hash = "sha256:8d455352a37b71bf76a79caa83a3d6c25afee4a385d632127b6afb3963f1c580", size = 137077, upload-time = "2026-04-22T11:26:11.191Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/9a/3c/c17fb3ca2d9c3acff52e30b309f538586f9f5b9c9cf454f3845fc9af4881/certifi-2026.2.25-py3-none-any.whl", hash = "sha256:027692e4402ad994f1c42e52a4997a9763c646b73e4096e4d5d6db8af1d6f0fa", size = 153684, upload-time = "2026-02-25T02:54:15.766Z" },
+    { url = "https://files.pythonhosted.org/packages/22/30/7cd8fdcdfbc5b869528b079bfb76dcdf6056b1a2097a662e5e8c04f42965/certifi-2026.4.22-py3-none-any.whl", hash = "sha256:3cb2210c8f88ba2318d29b0388d1023c8492ff72ecdde4ebdaddbb13a31b1c4a", size = 135707, upload-time = "2026-04-22T11:26:09.372Z" },
 ]
 
 [[package]]
 name = "charset-normalizer"
-version = "3.4.6"
+version = "3.4.7"
 source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/7b/60/e3bec1881450851b087e301bedc3daa9377a4d45f1c26aa90b0b235e38aa/charset_normalizer-3.4.6.tar.gz", hash = "sha256:1ae6b62897110aa7c79ea2f5dd38d1abca6db663687c0b1ad9aed6f6bae3d9d6", size = 143363, upload-time = "2026-03-15T18:53:25.478Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/e7/a1/67fe25fac3c7642725500a3f6cfe5821ad557c3abb11c9d20d12c7008d3e/charset_normalizer-3.4.7.tar.gz", hash = "sha256:ae89db9e5f98a11a4bf50407d4363e7b09b31e55bc117b4f7d80aab97ba009e5", size = 144271, upload-time = "2026-04-02T09:28:39.342Z" }
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-    { url = "https://files.pythonhosted.org/packages/56/60/09bb6c13a8c1016c2ed5c6a6488e4ffef506461aa5161662bd7636936fb1/charset_normalizer-3.4.6-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:ef5960d965e67165d75b7c7ffc60a83ec5abfc5c11b764ec13ea54fbef8b4421", size = 199277, upload-time = "2026-03-15T18:51:42.953Z" },
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diff --git a/version.json b/version.json
index c42192490..60297635a 100644
--- a/version.json
+++ b/version.json
@@ -1,5 +1,5 @@
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