FrontierSWE
A bird's-eye view of the benchmark: what it measures and every AI IQ chart built on it.
About FrontierSWE
FrontierSWE tracks software-engineering capability at the edge of human performance using its Dominance metric. The efficiency view compares each published model-plus-harness configuration with effective cost.
How to read this chart
This chart compares source-backed FrontierSWE configurations with runtime effective cost. Multiple reasoning levels for the same model are connected; models with one available level remain standalone points. Up and to the left is better.
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
Each point is a public model. The chart compares FrontierSWE Dominance against Effective Cost (per 1M I/O Tokens), with color showing the model provider.