diff --git a/core/src/user-components/tags/bigvalue/BigValue.svelte b/core/src/user-components/tags/bigvalue/BigValue.svelte
index 390204714a..dceb01ea61 100644
--- a/core/src/user-components/tags/bigvalue/BigValue.svelte
+++ b/core/src/user-components/tags/bigvalue/BigValue.svelte
@@ -55,6 +55,7 @@
 	const comparison = $derived(model.resolvedComparison);
 	// Coerce booleans in case they came from variable interpolation as strings
 	const comparison_delta = $derived(coerceBoolean(comparison?.delta) ?? true);
+	const comparison_chip = $derived(coerceBoolean(comparison?.chip) ?? false);
 	const sparkline = $derived(model.resolvedSparkline);
 	const sparkline_type = $derived((sparkline?.type ?? 'line') as 'line' | 'area' | 'bar');
 	const sparkline_color = $derived(sparkline?.color);
@@ -81,9 +82,11 @@
 	);
 	const down_is_good = $derived(coerceBoolean(comparison?.down_is_good) ?? false);
 	const neutralRange = $derived(comparison?.neutral_range ?? [0, 0]);
+	const isCard = $derived(props.card ?? false);
 	const max_width = $derived(props.max_width ?? 'none');
 	const min_width = $derived(props.min_width ?? 'auto');
 	const title_class = $derived(props.title_class);
+	const subtitle_class = $derived(props.subtitle_class);
 	const value_class = $derived(props.value_class);
 	const text_size = $derived(props.text_size);
 	const comparison_class = $derived(undefined);
@@ -148,11 +151,13 @@
 
 	// Use resolved props from model (handles variable interpolation)
 	const resolvedTitle = $derived(model.resolvedTitle);
+	const resolvedSubtitle = $derived(model.resolvedSubtitle);
 	const info = $derived(model.resolvedInfo);
 	const info_link = $derived(model.resolvedInfo_link);
 	const info_link_title = $derived(model.resolvedInfo_link_title);
 
 	const title = $derived(resolvedTitle || (props.value ? valueProcessed.displayAlias : ''));
+	const subtitle = $derived(resolvedSubtitle || '');
 
 	// Extract data points from the single-row query results
 	const resultRow = $derived.by(() => {
@@ -280,7 +285,13 @@
 </script>
 
 <span
-	class={cn('block px-0 py-2 font-sans', class_name)}
+	class={cn(
+		'block font-sans',
+		isCard
+			? 'rounded-xl border bg-card p-4 text-card-foreground shadow-xs transition-all'
+			: 'px-0 py-2',
+		class_name
+	)}
 	style={`
 		min-width: ${min_width};
 		max-width: ${max_width};
@@ -305,6 +316,11 @@
 			<Info text={info} link={info_link} link_title={info_link_title} />
 		{/if}
 	</span>
+	{#if subtitle}
+		<span class={cn('mt-1 block w-full truncate text-left text-xs text-muted-foreground/80', subtitle_class)}>
+			{subtitle}
+		</span>
+	{/if}
 
 	<span
 		class={cn(
@@ -360,6 +376,7 @@
 					text={comparison_text}
 					downIsGood={down_is_good}
 					{neutralRange}
+					chip={comparison_chip}
 					symbolPosition="left"
 					className="text-xs"
 				/>
diff --git a/core/src/user-components/tags/bigvalue/BigValueModel.svelte.ts b/core/src/user-components/tags/bigvalue/BigValueModel.svelte.ts
index ee208dcd12..371c6eae38 100644
--- a/core/src/user-components/tags/bigvalue/BigValueModel.svelte.ts
+++ b/core/src/user-components/tags/bigvalue/BigValueModel.svelte.ts
@@ -59,6 +59,7 @@ export class BigValueModel extends UserComponentModel<BigValueModelGenerics> {
 		if (this.metricCompiled) return this.metricCompiled.displayLabel;
 		return explicit;
 	});
+	readonly resolvedSubtitle = $derived(this.resolveText(this.attributes.subtitle));
 	readonly resolvedInfo = $derived(this.resolveText(this.attributes.info));
 	readonly resolvedInfo_link = $derived(this.resolveText(this.attributes.info_link));
 	readonly resolvedInfo_link_title = $derived(this.resolveText(this.attributes.info_link_title));
diff --git a/core/src/user-components/tags/bigvalue/bigvalue.test.ts b/core/src/user-components/tags/bigvalue/bigvalue.test.ts
index 12c77c961e..a7583b636a 100644
--- a/core/src/user-components/tags/bigvalue/bigvalue.test.ts
+++ b/core/src/user-components/tags/bigvalue/bigvalue.test.ts
@@ -1,4 +1,5 @@
 import { describe, it, expect } from 'vitest';
+import { schema } from './schema';
 import { buildBigValueSQL, type BigValueSQLAttrs } from './build-bigvalue-sql';
 import { orderCompatibleWithSingleValue } from '../../validators';
 import {
@@ -602,3 +603,12 @@ describe('order × value compatibility (author-time guard for the GROUP BY ALL s
 		).toEqual([]);
 	});
 });
+
+describe('big_value schema attributes', () => {
+	it('supports subtitle, card, and comparison.chip', () => {
+		expect(schema.attributes.title).toBeDefined();
+		expect(schema.attributes.subtitle).toBeDefined();
+		expect(schema.attributes.card).toBeDefined();
+		expect(schema.attributes.comparison).toBeDefined();
+	});
+});
diff --git a/core/src/user-components/tags/bigvalue/schema.ts b/core/src/user-components/tags/bigvalue/schema.ts
index 64cbf4110c..337e899301 100644
--- a/core/src/user-components/tags/bigvalue/schema.ts
+++ b/core/src/user-components/tags/bigvalue/schema.ts
@@ -63,6 +63,13 @@ const comparisonSchema = baseComparisonSchema
 					'Range [min, max] for neutral values. Use null for infinity (e.g., [null, 0] means anything ≤ 0 is neutral)'
 				),
 			{ supportsVariables: true }
+		),
+		chip: setZodMetadata(
+			booleanVariableSchema
+				.optional()
+				.default(false)
+				.describe('Whether to display the comparison delta as a chip / pill badge'),
+			{ supportsVariables: true }
 		)
 	})
 	.optional();
@@ -205,6 +212,21 @@ const attributes = {
 		supportsVariables: true,
 		variableContext: 'text'
 	},
+	subtitle: {
+		type: String,
+		required: false,
+		description: 'Subtitle displayed below the title',
+		affectsQuery: false,
+		supportsVariables: true,
+		variableContext: 'text'
+	},
+	card: {
+		type: Boolean,
+		required: false,
+		default: false,
+		description: 'Whether to style the component as an individual card with border and padding',
+		affectsQuery: false
+	},
 	max_width: {
 		type: String,
 		required: false,
@@ -233,6 +255,12 @@ const attributes = {
 		description: 'Additional CSS classes for the title',
 		affectsQuery: false
 	},
+	subtitle_class: {
+		type: String,
+		required: false,
+		description: 'Additional CSS classes for the subtitle',
+		affectsQuery: false
+	},
 	value_class: {
 		type: String,
 		required: false,