ZONN.ai Forensic Report

Case · 91A73216 · IMAGE

Analyzed byAnonymous
ZONN Analysis
0

Inconclusive

Signals are mixed or weak. We can't tell with confidence — context, source, and your own judgement matter here.

Signal ConfidenceWeak · 19/100

Analysed Specimen

Analysed content
No flagged regions

Heads up — 3 things to know

Why this analysis might be off

We highlight every disagreement and unusual signal we found so you can judge for yourself. Stronger warnings come first; informational notes are at the bottom.

Multiple detectors unreachable

Note

4 ML detectors did not respond (Ml Img Cifake, Ml Img Deepfake, Ml Img 3class, Ml Python Siglip). The verdict was computed with reduced evidence; reliability is lower than usual.

Just above the real threshold

Note

The score (43/100) is between real (40) and inconclusive. There is not enough confidence to call this a clean "real" verdict.

Weak overall confidence

Note

Aggregate verdict confidence is 19/100. Several detectors returned uncertain answers or were offline. Read the verdict as a guideline, not as a final answer.

Why this verdict

  • Color Distributionread real · 12/100

    Global color distribution shape vs natural-photo baselines.

  • Error Level Analysisread real · 29/100

    Error Level Analysis. Re-saves and diffs to expose uneven compression regions.

Model Agreement

100%

Variance across 8 ML detectors. Higher agreement means the models converged on the same reading; lower agreement means treat the verdict with care.

Evidence — 18 detectors reviewed

What each detector saw

Each detector independently gave this imagea score from 0 (definitely real) to 100 (definitely AI). The score above is their weighted consensus — detectors with higher confidence count more. No single detector decides; you read the spread.

ML Models8 detectors · mean 50
▸ expand
AI Image Detector
50
Deepfake Detector
50
3-Class Detector
50
SigLIP AI Detector
50
RIGID (DINOv2)
50
Fourier Zero-Shot
50
NPR Artifacts
50
GramNet Texture
50
Pixel & Frequency Forensics7 detectors · mean 43
▸ expand
Color Distribution
12
Error Level Analysis
29
Pixel Analysis
35
Frequency Analysis
60
Noise Pattern
58
Edge Consistency
58
Compression Quality
48
Provenance & Metadata3 detectors · mean 44
▸ expand
ICC Profile
35
Metadata
47
C2PA Provenance
50

Image Quality

Dimensions
321 × 372 px
Aspect
0.863
File size
26.9 KB
Bytes / pixel
0.230

Edge Consistency

CV 0.336
Cell 1: 13.2889Cell 2: 7.1177Cell 3: 15.0047Cell 4: 14.2012Cell 5: 16.1480Cell 6: 9.1784Cell 7: 15.3924Cell 8: 8.6328Cell 9: 14.2612Cell 10: 8.9775Cell 11: 11.6088Cell 12: 4.9079Cell 13: 16.2591Cell 14: 8.8404Cell 15: 12.2957Cell 16: 4.3912

Per-region edge density (4 × 4 grid). Uneven distribution may indicate localized editing or splicing; uniform fields are typical of fully synthetic outputs.

Range: 4.3912 – 16.2591

Noise Fingerprint

Variance
131.49
Std deviation
11.47
Mean
-0.0
Spatial corr.
2.189
Mean Δ
1.30
σ
1.37
CV
1.060
Uniformity
-0.060

Provenance

Source Dossier

PlatformDirect upload
Author—
Content Typeimage
Analyzed OnMay 5, 2026, 8:36 PM
Analyzed byAnonymous