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Case Study

Which awards show best
predicts the Oscar?

An analysis of 7 major awards shows spanning up to 83 years of data, measuring how reliably each predicts the Academy Award for Best Picture. Built from a custom relational database of 1,691+ nominations across the Oscars, Golden Globes, BAFTA, SAG, Critics Choice, DGA, and PGA.

Dataset: 1928-2026 Shows: 7 ceremonies Records: 1,691+ nominations Tools: Python · openpyxl · Canvas
Explore by Show

Select an awards show for the full analysis

Golden Globes
Best Picture - Drama
48.2%
all-time accuracy
27% since 2015 →
BAFTA
Best Film
35.4%
all-time accuracy
27% since 2015 →
SAG Awards
Outstanding Cast in a Motion Picture
46.9%
all-time accuracy
36% since 2015 →
Critics Choice
Best Picture
41.9%
all-time accuracy
45% since 2015 →
Directors Guild
Outstanding Feature Film
64.1%
all-time accuracy
45% since 2015 →
Producers Guild
Outstanding Theatrical Motion Picture
70.3%
all-time accuracy
64% since 2015 →
Cross-Show Comparison

All-time vs. recent accuracy

The guild awards (PGA, DGA) consistently outperform the press and industry awards in predicting Oscar Best Picture. The gap has widened since 2015 as Academy tastes have diversified.

Oscar BP Prediction Accuracy: All Shows (faded = all-time, solid = since 2015)
Consensus Seasons

When multiple shows agreed

Films winning 3+ major precursors before Oscar night have a strong track record. The more shows that align, the more reliable the forecast, especially when PGA and DGA are among them.

Multi-Show Sweeps and Oscar Outcome
SeasonFilmShows WonWon Oscar?
2025One Battle After AnotherGG DramaBAFTACritics ChoiceDGAPGAYES
2023OppenheimerGG DramaBAFTASAG CastCritics ChoiceDGAPGAYES
2022Everything Everywhere All at OnceSAG CastCritics ChoiceDGAPGAYES
2020NomadlandGG DramaBAFTACritics ChoiceDGAPGAYES
20191917BAFTACritics ChoiceDGAPGANO
2017Three Billboards Outside Ebbing, MissouriGG DramaBAFTASAG CastCritics ChoicePGANO
201312 Years a SlaveGG DramaSAG CastCritics ChoicePGAYES
2012ArgoGG DramaSAG CastCritics ChoiceDGAPGAYES
2010The King's SpeechGG DramaBAFTADGAPGANO
2009The Hurt LockerBAFTACritics ChoiceDGAPGAYES
2008Slumdog MillionaireGG DramaBAFTASAG CastDGAPGAYES
2003The Lord of the Rings: The Return of the KingGG DramaBAFTASAG CastDGAPGAYES
Key Findings

What the data shows

Finding 01
The PGA is the single best predictor at 70% all-time and a perfect 100% since 2020 (6 for 6). Its preferential ballot format mirrors the Academy's own Best Picture voting method, making it structurally the most reliable signal.
Finding 02
The DGA is the most consistent long-term predictor at 64% overall with 83% accuracy since 2020. Unlike the PGA, it awards directors rather than producers, but directors constitute a large Academy bloc whose tastes closely track the full membership.
Finding 03
The Golden Globes Drama category has declined sharply, from 71% in the 1940s to just 27% since 2015. As the Academy expanded and diversified post-2016, GG Drama became a reliable signal of the critical frontrunner, not the eventual Oscar winner.
Finding 04
The Critics Choice has surged in recent years to 83% since 2020, tied with the DGA for the highest recent accuracy. This likely reflects the CCA's expanded voting body converging with modern Academy preferences. Its historical average of 42% understates its current relevance.
Finding 05
Consensus matters most. When PGA, DGA, and SAG all agree on the same film, it has won the Oscar at a very high rate. Single-show winners with no guild support are frequently upset. The most reliable signal is convergence across multiple voting bodies.
The Answer

So which show should you watch?

If you can only track one awards show before the Oscars, watch the PGA. Its voting format mirrors the Academy's Best Picture ballot most closely, and it has called the winner correctly 70% of the time overall. In the last six years it has been perfect.

If you want a two-show system: PGA plus DGA. When both agree, the Oscar outcome is highly predictable. When they split, look to SAG as a tiebreaker, actors are the Academy's largest branch.

The Golden Globes make great television and generate real momentum. But in the modern era, they predict the Oscar winner less reliably than a coin flip in some years. Use them to understand the narrative of the season, not to forecast the winner.