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
90.8
CADLE INSIGHTS
Only measured signals
IMAGE CAP
87
#11/122 · 58% confidence
HUMAN PREFERENCE
90.8
Media Cap quality axis
STRONGEST SIGNAL
Human preference
Cap axis 90.8
DESCRIPTION + DETAILS
PROVIDER
Meta
STATUS
ACTIVE
COMMUNITY REVIEWS
OPERATOR NOTES
Quality, latency, cost, and failure modes — not marketing copy.
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First review sets the tone for how teams evaluate Muse Image.
MODEL COMPARISON
Metric
Muse Image
Provider
Meta
Release
Input / 1M
No data yet
Output / 1M
No data yet
Context
No data yet
Cadle Cap
87
Cap board
#11/122
Human preference
90.8
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: #9 · Elo 1274 · 42,262 votes
LMArena Image edit: #10 · Elo 1398 · 164,982 votes