Diagnostic Scores
FLUX-DEV
Anatomical Continuity
91.2
High-Freq Texture Fidelity
88.0
Specular Consistency
84.5
Typography Sharpness
95.0
Detected Artifact Taxonomy
Prompt Remediation Engine
Macro photo of an artisan jeweler holding a faceted ruby ring in soft directional studio light
Recommended Prompt Adjustments:
Inject specular angle grounding to fix ray alignment disparity between ring facet and cuticle.
--lighting "single key rim light at 45 deg, subsurface keratin scatter, specular reflection matching"
State-of-the-Art Generative Model Quality Benchmark
| Model Architecture | Anatomy & Hands | Micro-Texture / Skin | Lighting Vector Physics | Typography Coherence | Prompt Adherence | Failure Mode Archetype |
|---|---|---|---|---|---|---|
| Flux 1.0 (Schnell / Dev) | 91.2% High | 88.0% Crisp | 84.5% Coherent | 95.0% Sharp | 94.8% Exact | Minor specular dispersion jitter on metallic edges |
| Midjourney v6.0 | 85.4% Solid | 93.2% Ultra | 90.1% Natural | 76.4% Fair | 88.2% High | Hallucinated glyphs in complex embedded lettering |
| Stable Diffusion XL 1.0 | 72.3% Variable | 82.1% Good | 74.0% Inconsistent | 61.5% Smudged | 81.0% Good | Interdigital webbing and joint over-multiplication |
| DALL-E 3 | 82.0% Good | 71.5% Plastic | 83.2% Decent | 92.0% Clean | 96.5% Superior | Over-smoothed synthetic skin; loss of pore detail |