Cleanup.pictures vs AI Text Remover: Honest Comparison (2026)

Cleanup.pictures is one of the most popular free image cleanup tools on the web. It uses a simple brush-based interface to remove unwanted objects from photos. But how well does it handle text removal specifically? We tested it against a dedicated AI text remover to find out.

What Is Cleanup.pictures?

Cleanup.pictures (by ClipDrop, now part of Stability AI) is a browser-based inpainting tool. You upload an image, brush over the area you want to remove, and the AI fills in the background. It's designed primarily for removing objects, people, and blemishes from photos - not specifically for text.

The tool is free to use with lower resolution output. For full HD results, you need ClipDrop Pro, which costs $9/month. The brush-based approach means you have full control over what gets removed, but it also means more manual work.

How to Remove Text Using Cleanup.pictures

Cleanup.pictures' Limitations for Text Removal

Cleanup.pictures is a solid general-purpose inpainting tool, but it has specific weaknesses when used for text removal:

• Designed for objects, not text. The AI model is optimized for removing large objects like people, cars, and poles. Small, detailed text characters require more precise brushing and the results are less consistent.
• No automatic text detection. You must manually brush over every single character. For an image with a paragraph of text, this can take several minutes of careful brushing.
• Brush precision challenges. Text characters are small and close together. The brush tool makes it easy to accidentally remove parts of the image you want to keep, especially with small text.
• Letter ghosting. On images with bold or high-contrast text, Cleanup.pictures sometimes leaves faint "ghost" outlines where the text was, requiring multiple passes.
• Resolution limits on free tier. Free output is limited to 720p resolution, which may not be sufficient for professional use.

The AI Text Remover Approach

Dedicated AI text removers like RemoveTexts take a fundamentally different approach. Instead of requiring you to manually brush over text, the AI automatically detects all text in the image and removes it in one operation. The model is specifically trained on text-in-image scenarios, meaning it understands how text interacts with backgrounds and can reconstruct the underlying image more accurately.

This is especially noticeable with complex backgrounds like brick walls, fabric textures, and natural scenes - areas where Cleanup.pictures' general-purpose model often struggles with text specifically.

Cleanup.pictures vs RemoveTexts: Comparison Table

When Cleanup.pictures Makes Sense

Cleanup.pictures excels at what it was designed for: removing objects from photos. If you need to remove a person from a vacation photo, erase a power line from a landscape, or clean up a blemish in a portrait, it's an excellent free tool. Its real-time brush feedback is also satisfying and intuitive.

For removing one or two small words from an image with a simple background, Cleanup.pictures can work fine. It's when you need to remove multiple lines of text or deal with complex backgrounds that a dedicated text remover becomes clearly superior.

The Verdict

Cleanup.pictures is a great tool - just not for text removal. Its brush-based approach and general-purpose AI model are designed for removing objects, not the precise work of erasing text characters and reconstructing the background underneath. For text-heavy images, you'll spend several minutes brushing and may still end up with ghosting artifacts.

If removing text is your goal, a purpose-built AI text remover will deliver faster results with higher quality. Save Cleanup.pictures for what it does best - cleaning up objects from your photos.

Frequently Asked Questions