BullshitBench v2 Scores

Clear Pushback rate: share of attempts where a model clearly challenges a false premise instead of accepting nonsense. Color = provider.

BullshitBench v2 Scores
Clear Pushback rate: share of attempts where a model clearly challenges a false premise instead of accepting nonsense. Color = provider.
Controls:

How to read this chart

Bars rank models by the source-backed benchmark value used for this chart. Longer bars indicate higher published scores.

Data sources
BullshitBench v2 vs Effective Cost
X = effective cost (log). Y = BullshitBench v2 Clear Pushback %. Color = provider.
Controls:
BullshitBench v21:1Cost

How to read this chart

Each point is a public model. The chart compares BullshitBench v2 % against Effective Cost (per 1M I/O Tokens), with color showing the model provider.