I made a benchmark on the top tier models as this is not the case in the article. Also I did several cases and the result is self speaking. Hashline is not an improvement that speaks for itself. It is the overhead of harness itself in tool descriptions and schemas. Here are my benchmark results and also my repo for a plugin to truely reduce token usage in top tier models: https://github.com/ASidorenkoCode/openslimedit