Decision support
Imagen 4 Ultra vs Ideogram 3.0
Compare canonical objects directly. The useful dimensions change with the object type, so model and hardware comparisons stay separate.
Google DeepMind
Ideogram
Benchmark results
Head to head on 1 benchmark both models report
- Imagen 4 Ultra1lead
- Ideogram 3.00leads
Arena Text to Image
Arena rating · Higher is better
- Imagen 4 UltraBest1146+97 ahead · Arena #39CI 1142 to 1150
- Ideogram 3.01049Arena #69CI 1045 to 1053
Runs and sources
Imagen 4 Ultra- default114695% CI 1142 to 1150 · 385,852 votes
Ideogram 3.0- default1049Quality · 95% CI 1045 to 1053 · 115,848 votes
Each model's best published result is shown; "Not reported" means no matched evaluation, not a score of zero. Arena and DeepSWE ranks are the leaderboards' own; other ranks are among catalogue models with a score. Results from different harnesses or settings are not directly comparable.
Arena ratings: Arena (lmarena-ai/leaderboard-dataset), licensed CC BY 4.0. Ratings come from pairwise human votes and are only comparable within one leaderboard; the interval is Arena's 95% confidence interval. Model names are matched to the Vertical Tabs catalog.
Model specifications
API pricing · USD per 1M tokens
Capabilities and modalities
Architecture and availability
A dash means the field is not reported. Provider-specific performance and pricing may differ.