Decision support
Veo 3 vs Ray2
Compare canonical objects directly. The useful dimensions change with the object type, so model and hardware comparisons stay separate.
Benchmark results
Head to head on 2 benchmarks both models report
Veo 32leads
Ray20leads
Arena Text to Video
Arena rating · Higher is better
- Veo 3Best1254+189 ahead · Arena #25CI 1243 to 1265
- Ray21066Arena #48CI 1048 to 1083
Runs and sources
Veo 3- default125495% CI 1243 to 1265 · 15,017 votes
Ray2- default106695% CI 1048 to 1083 · 5,250 votes
Arena Image to Video
Arena rating · Higher is better
- Veo 3Best1259+150 ahead · Arena #32CI 1249 to 1270
- Ray21110Arena #48CI 1093 to 1126
Runs and sources
Veo 3- default125995% CI 1249 to 1270 · 26,105 votes
Ray2- default111095% CI 1093 to 1126 · 9,521 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.