feat(experiments): Experiments UI misc QA

services/intake/src/nmp/intake/api/v2/experiments/endpoints.py

@@ -145,8 +145,14 @@ async def list_experiment_groups(
         page=page,
         page_size=page_size,
     )
+    responses = [ExperimentGroupResponse.from_entity(e) for e in result.data]
+    counts = await _count_live_experiments_by_group(
+        entity_client, workspace=workspace, group_ids=[g.id for g in result.data]
+    )
+    for response in responses:
+        response.experiment_count = counts.get(response.id, 0)
     return Page(
-        data=[ExperimentGroupResponse.from_entity(e) for e in result.data],
+        data=responses,
         pagination=PaginationData(**result.pagination.model_dump()),
         sort=sort,
         filter=parsed.to_response(),
@@ -172,7 +178,11 @@ async def get_experiment_group(
         label="Experiment group",
     )
     _reject_if_deleted(entity, workspace=workspace, name=name, label="Experiment group")
-    return ExperimentGroupResponse.from_entity(entity)
+    response = ExperimentGroupResponse.from_entity(entity)
+    response.experiment_count = await _count_live_experiments_in_group(
+        entity_client, workspace=workspace, group_id=entity.id
+    )
+    return response
 
 
 @router.put(
@@ -205,7 +215,11 @@ async def update_experiment_group(
         )
     existing.description = body.description
     updated = await entity_client.update(existing)
-    return ExperimentGroupResponse.from_entity(updated)
+    response = ExperimentGroupResponse.from_entity(updated)
+    response.experiment_count = await _count_live_experiments_in_group(
+        entity_client, workspace=workspace, group_id=updated.id
+    )
+    return response
 
 
 @router.delete(
@@ -601,6 +615,81 @@ async def _soft_delete(entity_client: EntityClient, entity: Experiment | Experim
     await entity_client.update(entity, original_name=original_name)
 
 
+async def _count_live_experiments_in_group(entity_client: EntityClient, *, workspace: str, group_id: str) -> int:
+    """Return the number of non-soft-deleted experiments in a single group.
+
+    Fetches via ``list(page_size=1)`` so the response carries only ``pagination.total_results``.
+    Used by single-group endpoints (GET, PUT). List endpoints should use the bulk variant.
+    """
+    result = await entity_client.list(
+        Experiment,
+        workspace=workspace,
+        filter_operation=LogicalOperation(
+            operator=FilterOperator.AND,
+            operations=[
+                ComparisonOperation(operator=FilterOperator.EQ, field="data.experiment_group_id", value=group_id),
+                LogicalOperation(
+                    operator=FilterOperator.NOT,
+                    operations=[
+                        ComparisonOperation(operator=FilterOperator.EQ, field="data.is_deleted", value=True),
+                    ],
+                ),
+            ],
+        ),
+        page=1,
+        page_size=1,
+    )
+    return result.pagination.total_results
+
+
+async def _count_live_experiments_by_group(
+    entity_client: EntityClient, *, workspace: str, group_ids: list[str]
+) -> dict[str, int]:
+    """Bulk-count non-soft-deleted experiments for many groups in one (paginated) query.
+
+    Issues a single ``IN``-filter list against the entity store and tallies per group_id
+    client-side. Replaces N parallel ``_count_live_experiments_in_group`` calls on the
+    group-list endpoint so the request shape is 1-to-1 with the entity store rather than
+    1-to-N (which is fragile under web-server concurrency).
+
+    Returns a ``{group_id: count}`` map covering every requested group_id, with ``0`` for
+    groups that have no live experiments.
+    """
+    counts: dict[str, int] = {group_id: 0 for group_id in group_ids}
+    if not group_ids:
+        return counts
+    page = 1
+    # Aligned with ``EntityClient.list``'s max — paginates when a workspace's total live
+    # experiment count across the requested groups exceeds this.
+    page_size = 1000
+    filter_operation = LogicalOperation(
+        operator=FilterOperator.AND,
+        operations=[
+            ComparisonOperation(operator=FilterOperator.IN, field="data.experiment_group_id", value=list(group_ids)),
+            LogicalOperation(
+                operator=FilterOperator.NOT,
+                operations=[
+                    ComparisonOperation(operator=FilterOperator.EQ, field="data.is_deleted", value=True),
+                ],
+            ),
+        ],
+    )
+    while True:
+        result = await entity_client.list(
+            Experiment,
+            workspace=workspace,
+            filter_operation=filter_operation,
+            page=page,
+            page_size=page_size,
+        )
+        for experiment in result.data:
+            counts[experiment.experiment_group_id] = counts.get(experiment.experiment_group_id, 0) + 1
+        if page >= result.pagination.total_pages:
+            break
+        page += 1
+    return counts
+
+
 async def _validate_group_exists(entity_client: EntityClient, *, group_id: str) -> None:
     """Reject the request with 400 if the referenced ExperimentGroup doesn't exist or is deleted."""
     try:

services/intake/src/nmp/intake/api/v2/experiments/schemas.py

@@ -54,6 +54,10 @@ class ExperimentGroupResponse(BaseModel):
     description: str | None = None
     created_at: datetime | None = None
     updated_at: datetime | None = None
+    experiment_count: int = Field(
+        default=0,
+        description="Number of live (non-soft-deleted) experiments in this group.",
+    )
 
     @classmethod
     def from_entity(cls, entity: ExperimentGroup) -> ExperimentGroupResponse:

web/packages/studio/src/components/ExperimentGroupCreateModal/index.tsx

@@ -130,7 +130,7 @@ export const ExperimentGroupCreateModal: FC<ExperimentGroupCreateModalProps> = (
     >
       <TabsRoot defaultValue="create" className="w-full min-w-0">
         <TabsList>
-          <TabsTrigger value="create">Create experiment</TabsTrigger>
+          <TabsTrigger value="create">Create group</TabsTrigger>
           <TabsTrigger value="coding-agent">Coding agent</TabsTrigger>
           <TabsTrigger value="cli">CLI command</TabsTrigger>
         </TabsList>

web/packages/studio/src/components/dataViews/ExperimentGroupDataView/index.tsx

@@ -126,7 +126,18 @@ export const ExperimentGroupDataView: FC<ExperimentGroupDataViewProps> = ({
           const { name, summary } = row.original;
           if (!summary) return <Text>{name}</Text>;
           return (
-            <Tooltip slotContent={summary} className={tooltipClassName} side="bottom">
+            <Tooltip
+              slotContent={
+                <div className="flex flex-col gap-1">
+                  <Text kind="label/regular/sm" className="text-secondary">
+                    Summary
+                  </Text>
+                  <Text kind="body/regular/sm">{summary}</Text>
+                </div>
+              }
+              className={tooltipClassName}
+              side="bottom"
+            >
               <Text className="cursor-default border-b border-dotted border-brand">{name}</Text>
             </Tooltip>
           );
@@ -166,7 +177,7 @@ export const ExperimentGroupDataView: FC<ExperimentGroupDataViewProps> = ({
       }),
       accessor((original) => original.model_names?.join(', '), {
         id: 'model_names',
-        header: 'Model Names',
+        header: 'Models',
         enableSorting: false,
         cell: ({ getValue }) => <Text>{getValue<string>() || '-'}</Text>,
       }),

web/packages/studio/src/routes/ExperimentDetailRoute/ExperimentDetailMetrics.tsx

@@ -4,9 +4,10 @@
 import { KVPair } from '@nemo/common/src/components/KVPair';
 import { RelativeTime } from '@nemo/common/src/components/RelativeTime';
 import { useGetExperiment } from '@nemo/sdk/generated/platform/api';
-import { Divider } from '@nvidia/foundations-react-core';
+import { Divider, Flex, Text, Tooltip } from '@nvidia/foundations-react-core';
 import { useWorkspaceFromPath } from '@studio/hooks/useWorkspaceFromPath';
-import { type FC } from 'react';
+import { tooltipClassName } from '@studio/styles/common';
+import { type FC, type ReactNode } from 'react';
 
 interface ExperimentDetailMetricsProps {
   experimentName: string;
@@ -24,36 +25,61 @@ export const ExperimentDetailMetrics: FC<ExperimentDetailMetricsProps> = ({ expe
       ? `${Math.round(experiment.latency_ms.mean)} ms`
       : undefined;
 
+  const modelNames = experiment?.model_names ?? [];
+  const modelNamesJoined = modelNames.length > 0 ? modelNames.join(', ') : undefined;
+  const modelNamesValue: ReactNode = modelNamesJoined ? (
+    modelNames.length > 1 ? (
+      // Truncate + tooltip for the multi-model case to keep the header KV row compact.
+      <Tooltip slotContent={modelNamesJoined} className={tooltipClassName} side="bottom">
+        <Text className="cursor-default truncate max-w-[200px] block">{modelNamesJoined}</Text>
+      </Tooltip>
+    ) : (
+      modelNamesJoined
+    )
+  ) : undefined;
+
   return (
-    <div className="flex gap-8">
-      <KVPair
-        label="Agent Names"
-        value={experiment?.agent_names?.join(', ') || undefined}
-        loading={isLoading}
-        orientation="vertical"
-      />
-      <Divider orientation="vertical" className="grow-0 self-stretch" />
-      <KVPair
-        label="Created"
-        value={
-          experiment?.created_at ? <RelativeTime datetime={experiment.created_at} /> : undefined
-        }
-        loading={isLoading}
-        orientation="vertical"
-      />
-      <Divider orientation="vertical" className="grow-0 self-stretch" />
-      <KVPair
-        label="Updated"
-        value={
-          experiment?.updated_at ? <RelativeTime datetime={experiment.updated_at} /> : undefined
-        }
-        loading={isLoading}
-        orientation="vertical"
-      />
-      <Divider orientation="vertical" className="grow-0 self-stretch" />
-      <KVPair label="Avg Cost" value={avgCost} loading={isLoading} orientation="vertical" />
-      <Divider orientation="vertical" className="grow-0 self-stretch" />
-      <KVPair label="Avg Latency" value={avgLatency} loading={isLoading} orientation="vertical" />
-    </div>
+    <Flex align="stretch" justify="between" gap="density-3xl">
+      <Flex align="stretch" gap="density-3xl">
+        <KVPair
+          label="Dataset Name"
+          value={experiment?.dataset_name || undefined}
+          loading={isLoading}
+          orientation="vertical"
+        />
+        <Divider orientation="vertical" className="grow-0 self-stretch" />
+        <KVPair
+          label="Dataset Version"
+          value={experiment?.dataset_version || undefined}
+          loading={isLoading}
+          orientation="vertical"
+        />
+        <Divider orientation="vertical" className="grow-0 self-stretch" />
+        <KVPair
+          label="Created"
+          value={
+            experiment?.created_at ? <RelativeTime datetime={experiment.created_at} /> : undefined
+          }
+          loading={isLoading}
+          orientation="vertical"
+        />
+        <Divider orientation="vertical" className="grow-0 self-stretch" />
+        <KVPair
+          label="Updated"
+          value={
+            experiment?.updated_at ? <RelativeTime datetime={experiment.updated_at} /> : undefined
+          }
+          loading={isLoading}
+          orientation="vertical"
+        />
+      </Flex>
+      <Flex align="stretch" gap="density-3xl">
+        <KVPair label="Models" value={modelNamesValue} loading={isLoading} orientation="vertical" />
+        <Divider orientation="vertical" className="grow-0 self-stretch" />
+        <KVPair label="Avg Cost" value={avgCost} loading={isLoading} orientation="vertical" />
+        <Divider orientation="vertical" className="grow-0 self-stretch" />
+        <KVPair label="Avg Latency" value={avgLatency} loading={isLoading} orientation="vertical" />
+      </Flex>
+    </Flex>
   );
 };

web/packages/studio/src/routes/ExperimentDetailRoute/index.tsx

@@ -1,14 +1,15 @@
 // SPDX-FileCopyrightText: Copyright (c) 2025-2026 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
 // SPDX-License-Identifier: Apache-2.0
 
-import { PageHeader, Stack } from '@nvidia/foundations-react-core';
+import { useGetExperiment } from '@nemo/sdk/generated/platform/api';
+import { Badge, PageHeader, Stack, Text } from '@nvidia/foundations-react-core';
 import { AccessibleTitle } from '@studio/components/AccessibleTitle';
 import { ExperimentSessionsDataView } from '@studio/components/dataViews/ExperimentSessionsDataView';
 import { ROUTE_PARAMS } from '@studio/constants/routes';
 import { useWorkspaceFromPath } from '@studio/hooks/useWorkspaceFromPath';
 import { useBreadcrumbs } from '@studio/providers/breadcrumbs/useBreadcrumbs';
 import { ExperimentDetailMetrics } from '@studio/routes/ExperimentDetailRoute/ExperimentDetailMetrics';
-import { getExperimentRoute, getExperimentGroupDetailRoute } from '@studio/routes/utils';
+import { getExperimentGroupDetailRoute, getExperimentRoute } from '@studio/routes/utils';
 import { useRequiredPathParams } from '@studio/util/hooks/useRequiredPathParams';
 import { type FC } from 'react';
 
@@ -18,10 +19,11 @@ export const ExperimentDetailRoute: FC = () => {
     ROUTE_PARAMS.experimentGroupName,
     ROUTE_PARAMS.experimentName,
   ]);
+  const { data: experiment } = useGetExperiment(workspace, experimentName);
 
   useBreadcrumbs({
     items: [
-      { href: getExperimentRoute(workspace), slotLabel: 'Experiments' },
+      { href: getExperimentRoute(workspace), slotLabel: 'Experiment Groups' },
       {
         href: getExperimentGroupDetailRoute(workspace, experimentGroupName),
         slotLabel: experimentGroupName,
@@ -35,10 +37,20 @@ export const ExperimentDetailRoute: FC = () => {
       <Stack className="h-full overflow-auto" gap="density-2xl" padding="density-2xl">
         <PageHeader className="p-0" slotHeading={experimentName} />
         <ExperimentDetailMetrics experimentName={experimentName} />
-        <ExperimentSessionsDataView
-          experimentName={experimentName}
-          experimentGroupName={experimentGroupName}
-        />
+        <div className="flex flex-col gap-4 border-t border-base pt-4">
+          <div className="flex items-center gap-3">
+            <Text kind="title/sm">Test cases</Text>
+            {experiment?.run_count !== undefined && (
+              <Badge color="gray" kind="solid" className="text-sm">
+                {experiment.run_count}
+              </Badge>
+            )}
+          </div>
+          <ExperimentSessionsDataView
+            experimentName={experimentName}
+            experimentGroupName={experimentGroupName}
+          />
+        </div>
       </Stack>
     </AccessibleTitle>
   );