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
71.7
CADLE INSIGHTS
Only measured signals
IMAGE CAP
73
#82/122 · 58% confidence
HUMAN PREFERENCE
71.7
Media Cap quality axis
STRONGEST SIGNAL
Human preference
Cap axis 71.7
DESCRIPTION + DETAILS
PROVIDER
Kuaishou
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 Kling Image 3.0 Omni.
MODEL COMPARISON
Metric
Kling Image 3.0 Omni
Provider
Kuaishou
Release
Input / 1M
No data yet
Output / 1M
No data yet
Context
No data yet
Cadle Cap
73
Cap board
#82/122
Human preference
71.7
DATA PROVENANCE
Scores may use different scales — check the Benchmarks tab for source links.