At the moment, Unsloth Desktop has a token usage tracker in settings. But it is impossible to read as it does not follow the rules of graphs. Graphs must have a labeled axis with tick marks. Sadly, the usage graphs are colored blocks that appear to be copying Codex. The usage Graphs could be changed to line graphs for cumulative usage, and bar graphs for weekly usage levels. My former statistics teacher would tear his hair out with the state of graphs in 2026.
Also, why is my average tokens per chat at 138K, when most of my chats max out at 20,000 to 30,000 tokens? Or is that due to caching? If a token limiter is eventually put into place, I would like it to be set to the limit related to the lower values as counted. Most used models could also be ranked in a pie chart and color coded by local vs API and by model type. Local could be solid color, while API could be striped.
Thank you for taking a look at this.

At the moment, Unsloth Desktop has a token usage tracker in settings. But it is impossible to read as it does not follow the rules of graphs. Graphs must have a labeled axis with tick marks. Sadly, the usage graphs are colored blocks that appear to be copying Codex. The usage Graphs could be changed to line graphs for cumulative usage, and bar graphs for weekly usage levels. My former statistics teacher would tear his hair out with the state of graphs in 2026.
Also, why is my average tokens per chat at 138K, when most of my chats max out at 20,000 to 30,000 tokens? Or is that due to caching? If a token limiter is eventually put into place, I would like it to be set to the limit related to the lower values as counted. Most used models could also be ranked in a pie chart and color coded by local vs API and by model type. Local could be solid color, while API could be striped.
Thank you for taking a look at this.