Community preference data

Blind AI image model voting results

Models are hidden during voting. Decisive preferences are separated from ties and “both miss,” and no matchup is labeled established before 25 ballots.

Ballots
8
Voted matchups
8
Qualified matchups
0
Model-level signal

Model preference share

This is a descriptive preference share, not an Elo score. Models have unequal task exposure as new collections are added.

No model has reached the publication threshold yet.

Votes are being retained, but AI Photo will not manufacture an early ranking from a tiny sample.

Cast a blind vote →
Still collectingSeedream V5 Lite: 6 ballotsSeedream 4.5: 5 ballotsSeedream V5 Pro: 2 ballotsGPT Image 2 Medium: 2 ballotsGrok: 1 ballot
Matchup results

Results by matchup

1/25 ballot · early · Controlled portrait test

GPT Image 2 Medium vs Grok

100% vs 0% among 1 decisive preference. 0 ties; 0 both-miss ballots.

Open result →
1/25 ballot · early · Controlled portrait test

Seedream V5 Lite vs Seedream 4.5

0% vs 100% among 1 decisive preference. 0 ties; 0 both-miss ballots.

Open result →
1/25 ballot · early · Controlled portrait test

Seedream 4.5 vs Seedream V5 Lite

0% vs 100% among 1 decisive preference. 0 ties; 0 both-miss ballots.

Open result →
1/25 ballot · early · Controlled portrait test

Seedream V5 Lite vs GPT Image 2 Medium

100% vs 0% among 1 decisive preference. 0 ties; 0 both-miss ballots.

Open result →
1/25 ballot · early · Seedream portrait archive

Seedream V5 Lite vs Seedream 4.5

0% vs 0% among 0 decisive preferences. 1 tie; 0 both-miss ballots.

Open result →
1/25 ballot · early · Seedream portrait archive

Seedream V5 Pro vs Seedream 4.5

100% vs 0% among 1 decisive preference. 0 ties; 0 both-miss ballots.

Open result →
1/25 ballot · early · Seedream portrait archive

Seedream V5 Lite vs Seedream 4.5

0% vs 100% among 1 decisive preference. 0 ties; 0 both-miss ballots.

Open result →
1/25 ballot · early · Seedream portrait archive

Seedream V5 Lite vs Seedream V5 Pro

100% vs 0% among 1 decisive preference. 0 ties; 0 both-miss ballots.

Open result →