diff --git a/src/vs/workbench/contrib/output/browser/outputServices.ts b/src/vs/workbench/contrib/output/browser/outputServices.ts
index 16f12b6801b..9d605b386b0 100644
--- a/src/vs/workbench/contrib/output/browser/outputServices.ts
+++ b/src/vs/workbench/contrib/output/browser/outputServices.ts
@@ -132,15 +132,91 @@ class OutputViewFilters extends Disposable implements IOutputViewFilters {
 	filterHistory: string[];
 
 	private _filterText = '';
+	private _includePatterns: string[] = [];
+	private _excludePatterns: string[] = [];
 	get text(): string {
 		return this._filterText;
 	}
 	set text(filterText: string) {
 		if (this._filterText !== filterText) {
 			this._filterText = filterText;
+			const { includePatterns, excludePatterns } = this.parseText(filterText);
+			this._includePatterns = includePatterns;
+			this._excludePatterns = excludePatterns;
 			this._onDidChange.fire();
 		}
 	}
+	private parseText(filterText: string): { includePatterns: string[]; excludePatterns: string[] } {
+		const includePatterns: string[] = [];
+		const excludePatterns: string[] = [];
+
+		// Parse patterns respecting quoted strings
+		const patterns = this.splitByCommaRespectingQuotes(filterText);
+
+		for (const pattern of patterns) {
+			const trimmed = pattern.trim();
+			if (trimmed.length === 0) {
+				continue;
+			}
+
+			if (trimmed.startsWith('!')) {
+				// Negative filter - remove the ! prefix
+				const negativePattern = trimmed.substring(1).trim();
+				if (negativePattern.length > 0) {
+					excludePatterns.push(negativePattern);
+				}
+			} else {
+				includePatterns.push(trimmed);
+			}
+		}
+
+		return { includePatterns, excludePatterns };
+	}
+
+	get includePatterns(): string[] {
+		return this._includePatterns;
+	}
+
+	get excludePatterns(): string[] {
+		return this._excludePatterns;
+	}
+
+	private splitByCommaRespectingQuotes(text: string): string[] {
+		const patterns: string[] = [];
+		let current = '';
+		let inQuotes = false;
+		let quoteChar = '';
+
+		for (let i = 0; i < text.length; i++) {
+			const char = text[i];
+
+			if (!inQuotes && (char === '"')) {
+				// Start of quoted string
+				inQuotes = true;
+				quoteChar = char;
+				current += char;
+			} else if (inQuotes && char === quoteChar) {
+				// End of quoted string
+				inQuotes = false;
+				current += char;
+			} else if (!inQuotes && char === ',') {
+				// Comma outside quotes - split here
+				if (current.length > 0) {
+					patterns.push(current);
+				}
+				current = '';
+			} else {
+				current += char;
+			}
+		}
+
+		// Add the last pattern
+		if (current.length > 0) {
+			patterns.push(current);
+		}
+
+		return patterns;
+	}
 
 	private readonly _trace: IContextKey<boolean>;
 	get trace(): boolean {
diff --git a/src/vs/workbench/contrib/output/browser/outputView.ts b/src/vs/workbench/contrib/output/browser/outputView.ts
index 1f70bf8856e..2008f568448 100644
--- a/src/vs/workbench/contrib/output/browser/outputView.ts
+++ b/src/vs/workbench/contrib/output/browser/outputView.ts
@@ -92,7 +92,7 @@ export class OutputViewPane extends FilterViewPane {
 		super({
 			...options,
 			filterOptions: {
-				placeholder: localize('outputView.filter.placeholder', "Filter"),
+				placeholder: localize('outputView.filter.placeholder', "Filter (e.g. text, !excludeText, text1,text2)"),
 				focusContextKey: OUTPUT_FILTER_FOCUS_CONTEXT.key,
 				text: viewState.filter || '',
 				history: []
@@ -466,6 +466,38 @@ export class FilterController extends Disposable implements IEditorContribution
 		}
 	}
 
+	private shouldShowLine(model: ITextModel, range: Range, positive: string[], negative: string[]): { show: boolean; matches: IModelDeltaDecoration[] } {
+		const matches: IModelDeltaDecoration[] = [];
+
+		// Check negative filters first - if any match, hide the line
+		if (negative.length > 0) {
+			for (const pattern of negative) {
+				const negativeMatches = model.findMatches(pattern, range, false, false, null, false);
+				if (negativeMatches.length > 0) {
+					return { show: false, matches: [] };
+				}
+			}
+		}
+
+		// If there are positive filters, at least one must match
+		if (positive.length > 0) {
+			let hasPositiveMatch = false;
+			for (const pattern of positive) {
+				const positiveMatches = model.findMatches(pattern, range, false, false, null, false);
+				if (positiveMatches.length > 0) {
+					hasPositiveMatch = true;
+					for (const match of positiveMatches) {
+						matches.push({ range: match.range, options: FindDecorations._FIND_MATCH_DECORATION });
+					}
+				}
+			}
+			return { show: hasPositiveMatch, matches };
+		}
+
+		// No positive filters means show everything (that passed negative filters)
+		return { show: true, matches };
+	}
+
 	private compute(model: ITextModel, fromLineNumber: number): { findMatches: IModelDeltaDecoration[]; hiddenAreas: Range[]; categories: Map<string, string> } {
 		const filters = this.outputService.filters;
 		const activeChannel = this.outputService.getActiveChannel();
@@ -495,12 +527,10 @@ export class FilterController extends Disposable implements IEditorContribution
 					hiddenAreas.push(entry.range);
 					continue;
 				}
-				if (filters.text) {
-					const matches = model.findMatches(filters.text, entry.range, false, false, null, false);
-					if (matches.length) {
-						for (const match of matches) {
-							findMatches.push({ range: match.range, options: FindDecorations._FIND_MATCH_DECORATION });
-						}
+				if (filters.includePatterns.length > 0 || filters.excludePatterns.length > 0) {
+					const result = this.shouldShowLine(model, entry.range, filters.includePatterns, filters.excludePatterns);
+					if (result.show) {
+						findMatches.push(...result.matches);
 					} else {
 						hiddenAreas.push(entry.range);
 					}
@@ -509,18 +539,16 @@ export class FilterController extends Disposable implements IEditorContribution
 			return { findMatches, hiddenAreas, categories };
 		}
 
-		if (!filters.text) {
+		if (filters.includePatterns.length === 0 && filters.excludePatterns.length === 0) {
 			return { findMatches, hiddenAreas, categories };
 		}
 
 		const lineCount = model.getLineCount();
 		for (let lineNumber = fromLineNumber; lineNumber <= lineCount; lineNumber++) {
 			const lineRange = new Range(lineNumber, 1, lineNumber, model.getLineMaxColumn(lineNumber));
-			const matches = model.findMatches(filters.text, lineRange, false, false, null, false);
-			if (matches.length) {
-				for (const match of matches) {
-					findMatches.push({ range: match.range, options: FindDecorations._FIND_MATCH_DECORATION });
-				}
+			const result = this.shouldShowLine(model, lineRange, filters.includePatterns, filters.excludePatterns);
+			if (result.show) {
+				findMatches.push(...result.matches);
 			} else {
 				hiddenAreas.push(lineRange);
 			}
diff --git a/src/vs/workbench/services/output/common/output.ts b/src/vs/workbench/services/output/common/output.ts
index 00a11a6f566..9b297e69ef3 100644
--- a/src/vs/workbench/services/output/common/output.ts
+++ b/src/vs/workbench/services/output/common/output.ts
@@ -56,6 +56,8 @@ export const HIDE_CATEGORY_FILTER_CONTEXT = new RawContextKey<string>('output.fi
 export interface IOutputViewFilters {
 	readonly onDidChange: Event<void>;
 	text: string;
+	readonly includePatterns: string[];
+	readonly excludePatterns: string[];
 	trace: boolean;
 	debug: boolean;
 	info: boolean;