GLM 5.2: 98% of max level intelligence with less than half of tokens usage

According to this number of reasoning tokens from GLM 5.1 to GLM 5.2 more than doubled from 16.7k to 36.7k and for me as a local user with old junk Xeon setup this makes GLM 5.2 unusable to the extent where I had to shut down model after 12h of waiting it to respond to my math problem question.

But then I saw this graph from z_ai technical report, which basically implies that you can use less than half of the tokens of max effort on high level and still get around 98% of max level intelligence at least in coding tasks. So I encourage both local and API users to try high level, because by default GLM 5.2 is set to max level.

https://preview.redd.it/eha9j6vd9e8h1.png?width=6166&format=png&auto=webp&s=204c3261fada0c3eac8e4ab52fed7b45c1831b7b