Programmatic Reasoning
A bird's-eye view of the dimension: the main IQ chart, the effective-cost frontier, and the benchmark charts that feed it.
How to read this chart
Models are placed on a standard IQ-style distribution using Programmatic Reasoning IQ. Higher scores appear farther to the right.
Benchmarks in this dimension
How to read this chart
Each point is a public model. The chart compares Programmatic Reasoning IQ against Effective Cost (per 1M I/O Tokens), with color showing the model provider.
How to read this chart
Bars rank models by the source-backed benchmark value used for this chart. Longer bars indicate higher published scores.
How to read this chart
Bars rank models by the source-backed benchmark value used for this chart. Longer bars indicate higher published scores.
How to read this chart
Bars rank models by the source-backed benchmark value used for this chart. Longer bars indicate higher published scores.
How to read this chart
Bars rank models by the source-backed benchmark value used for this chart. Longer bars indicate higher published scores.
How to read this chart
Bars rank models by the source-backed benchmark value used for this chart. Longer bars indicate higher published scores.
How to read this chart
Bars rank models by the source-backed benchmark value used for this chart. Longer bars indicate higher published scores.