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
Cap
63.9
CADLE INSIGHTS
Only measured signals
BLENDED $/1M
$45.00
In $5.00 · Out $40.00
VALUE INDEX
1.4
Quality ÷ blended $/1M (higher is better)
SPEED · COST · QUALITY
Measured matrix / AA / gateway rows only.
Input $/1M
$5.00
Output $/1M
$40.00
DESCRIPTION + DETAILS
PROVIDER
OpenAI
CONTEXT
128K tokens
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 gpt-image-1.
MODEL COMPARISON
Metric
gpt-image-1
Provider
OpenAI
Release
Input / 1M
$5.00
Output / 1M
$40.00
Context
128K tokens
Cadle Cap
64
Cap board
Cadle Image preference Cap 64
Cap
No data yet
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: #49 · Elo 1116 · 268,453 votes
LMArena Image edit: #56 · Elo 1139 · 2,869,690 votes