Evidence · first-party tested

When the scene becomes an action setup, face matching drops into a 50–70% band and the facial structure visibly drifts away from the reference.

⚠ Struggled50 / 70ChatGPT →
Output — unretouched
tool output
Output — unretouched
tool output
The observation

When the scene becomes an action setup, face matching drops into a 50–70% band and the facial structure visibly drifts away from the reference.

Criterion: Identity preservation · Scenario: Full frontal portrait reference (group: reference-portrait-variations)
Query this
get_evidence({
  tool: "chatgpt",
  scenario: "reference-portrait-variations"
})
MCP · mcp.aidemos.com/api/mcp
Free with attribution.
Same input, other tools
Gemini ✗ FailedImagineArt ✗ FailedLeonardo AI ✗ FailedScenario ✓ Worked
Real outputs, no retouching · every cell queryable via API & MCP · aidemos.com