Evidence · first-party tested
The tool can shift its crop and scale frame to frame, with headroom changing from about 5px to 31px and side margins widening from 9px to 33px on the left and 17px to 45px on the right.
⚠ StruggledCutout.Pro →
A person speaking directly to the camera indoors with a static background, using natural hand gestures and facial expressions. This input is designed to test how well the tool handles a common talking-head editing scenario with stable framing and facial detail preservation.

The observation
The tool can shift its crop and scale frame to frame, with headroom changing from about 5px to 31px and side margins widening from 9px to 33px on the left and 17px to 45px on the right.
Criterion: Temporal consistency · Scenario: Indoor talking-head video (group: ai-video-background-removal)
Query this
get_evidence({
tool: "cutout-pro",
scenario: "ai-video-background-removal"
})MCP · mcp.aidemos.com/api/mcp
Free with attribution.
Free with attribution.
Same input, other tools
Real outputs, no retouching · every cell queryable via API & MCP · aidemos.com