Annually at BigML we use machine studying fashions educated on historic awards knowledge to foretell the winners of the Academy Awards. In our earlier publish, we introduced our machine studying predictions for the 2026 Oscars (the 98th Academy Awards). Now that the ceremony has taken place, it’s time to judge how nicely the mannequin carried out.
The 98th Academy Awards ceremony occurred on March 15, 2026, on the Dolby Theatre in Hollywood, honoring movies launched in 2025. One Battle After One other emerged as the large winner of the night time with six Oscars, together with Greatest Image and Greatest Director.
Let’s evaluation how our predictions in contrast with the precise outcomes.
Prediction Outcomes and Evaluation
Throughout the primary eight classes analyzed in our predictions, the mannequin achieved:
- 7 appropriate predictions
- 1 incorrect prediction
This corresponds to an accuracy of 87.5%, which is a powerful end result given the inherent uncertainty of awards voting. As soon as once more, machine studying proved able to figuring out the patterns and indicators that always drive Oscar outcomes —from precursor awards to nominations momentum.
Along with these predictions, we additionally predicted 11 extra technical classes, of which we bought 8 proper. Under are the outcomes:
As all the time, we encourage our customers to discover their very own concepts and experiments, resembling incorporating further knowledge factors that might additional enhance the general public dataset. This method aligns with BigML’s long-standing dedication to creating Machine Studying accessible to everybody by clear white-box fashions and workflows constructed on prime of our confirmed algorithms. The Prime Picks alone had a mean 73% hit price, whereas the protection reaches 96% with the Prime 3 taken under consideration.
Evolution of Our Prediction Success
The desk beneath gives a cumulative view of our predictions from 2018 to 2026 and their efficiency in key Oscar classes. Along with the usual Prime Decide evaluation shared in previous posts, it additionally highlights how accuracy improves when factoring within the prime two or three scoring nominees.
Last Ideas
Predicting the Oscars is all the time difficult. Even with robust statistical indicators from precursor awards and historic voting patterns, the Academy typically delivers surprises.
Nonetheless, this 12 months’s outcomes reveal that machine studying can seize most of the patterns underlying Oscar outcomes. Our mannequin efficiently recognized the winners in most main classes, attaining 89% accuracy.
At BigML, we’re excited to proceed this experiment subsequent 12 months by coaching new fashions, including extra indicators, and exploring how machine studying can predict Hollywood’s greatest awards. For now, let’s take pleasure in all the flicks that earned a nomination on the 2026 Oscars!
