Image preference Cap is the peer rank for this modality — preference arenas and measured boards (VBench / Open ASR / AA categories) when they exist. Empty axes stay blank; Cap never copies an overall score into realism or motion.
Analysis Media Arena charts (AA Text-to-Image, LMArena I2V, TTS Arena, …) feed this portfolio when the catalog worker has matched this slug. Cards below list Cap axes, arena scores, and evidence sources — not the Language Model Matrix.
IMAGE PREFERENCE CAP · QUALITY AXES
Human preference
79.3
CADLE INSIGHTS
Only measured signals
IMAGE CAP
79
#46/122 · 58% confidence
HUMAN PREFERENCE
79.3
Media Cap quality axis
STRONGEST SIGNAL
Human preference
Cap axis 79.3
DESCRIPTION + DETAILS
PROVIDER
Black Forest Labs
STATUS
ACTIVE
COMMUNITY REVIEWS
OPERATOR NOTES
Quality, latency, cost, and failure modes — not marketing copy.
No reviews yet
WRITE A REVIEW
Tap a star to rate
Stored on this device · synced when signed in
No operator notes yet
First review sets the tone for how teams evaluate FLUX.2 [flex].
MODEL COMPARISON
Metric
FLUX.2 [flex]
Provider
Black Forest Labs
Release
Input / 1M
No data yet
Output / 1M
No data yet
Context
No data yet
Cadle Cap
79
Cap board
#46/122
Human preference
79.3
DATA PROVENANCE
Scores may use different scales — check the Benchmarks tab for source links.
Supabase models
Cadle public observations
Open benchmark data
LMArena Text to image: #30 · Elo 1157 · 156,923 votes
LMArena Image edit: #42 · Elo 1224 · 443,870 votes