Abstract Reasoning

A bird's-eye view of the dimension: the main IQ chart, the effective-cost frontier, and the benchmark charts that feed it.

Abstract Reasoning IQ
Each model's Abstract Reasoning IQ plotted on a standard normal IQ distribution
Controls:

How to read this chart

Models are placed on a standard IQ-style distribution using Abstract Reasoning IQ. Higher scores appear farther to the right.

Benchmarks in this dimension

Abstract Reasoning vs Effective Cost
X = effective cost (log). Y = Abstract Reasoning IQ. Color = provider.
Controls:
Abstract1:1Cost

How to read this chart

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

ARC-AGI-2 Scores
Each model's ARC-AGI-2 score. 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
ARC-AGI-1 Benchmark Scores
Each model's ARC-AGI-1 score. 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
ARC-AGI-3 Benchmark Scores
Each model's ARC-AGI-3 score. 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