# Token Usage: Transparency **URL:** \ **Category:** Discussions\ **Tags:** openai\ **Created:** [April 23, 2026, 7:42am UTC](https://forum.cursor.com/t/token-usage-transparency/158801 "2026-04-23T07:42:57Z")\ **Posts on this page:** 3\ **Page:** 1
**Author:** ![tylercasper](https://sea3.discourse-cdn.com/cursor1/user_avatar/forum.cursor.com/tylercasper/32/7020_2.png) [@tylercasper](https://forum.cursor.com/u/tylercasper)\ **Post date:** [April 23, 2026, 7:42am UTC](https://forum.cursor.com/t/token-usage-transparency/158801/1 "2026-04-23T07:42:57Z")
Does anyone experience issues with unpredictable token usage? On a fairly trivially request to change a few function signatures, GPT-5.4-high thought for a cumulative total of 76 seconds, and modified 152 lines of code, over the course of maybe 12 or 15 minutes. A long time, but certainly within the bounds of reason. But somehow this used _ **40.2 million tokens** _?? I don’t know how this is possible. Mis-counting? A bug? Inefficient tool use? The issues is that I don’t even know where the tokens were used. Over the previous 6 hours of work, I think I consumed around 42 million tokens using a combination of GPT-5.4-high and 5.4-xhigh. How do people manage to use Cursor reliably if usage can vary by a factor of 30 between requests of similar complexity and duration, and it’s impossible to understand and control token usage as a result of being given no visibility? ---
**Author:** ![Colin](https://sea3.discourse-cdn.com/cursor1/user_avatar/forum.cursor.com/colin/32/90452_2.png) [@Colin](https://forum.cursor.com/u/Colin)\ **Post date:** [April 23, 2026, 9:24am UTC](https://forum.cursor.com/t/token-usage-transparency/158801/4 "2026-04-23T09:24:54Z")
Hey @tylercasper! This is likely due to a large number of cache tokens being used. You can verify this by hovering over the token count in your usage dashboard. Cache reads are cheaper than regular tokens (see [model pricing](https://cursor.com/docs/models-and-pricing#model-pricing)). I’ve written a more detailed explanation of this behavior and why users sometimes see such high token counts. It might be interesting for you! > [@Why does Cursor consume an absurd amount of cache read tokens?](https://forum.cursor.com/t/why-does-cursor-consume-an-absurd-amount-of-cache-read-tokens/151439/24): > > Hey all! This is effectively just going to rephrase @Andres_Cardona’s answer, but I hope it’s helpful. It might sound like it’s talking to beginners, but I want to make sure this is approachable for anybody reading! When you hover over Tokens on your [usage page](https://cursor.com/dashboard?tab=usage), the number you see is the aggregate across every LLM call that contributed to that request, not a single call. A single message in Cursor can (and typically does) trigger multiple LLM calls under the hood. The agent may read files, in… ---
**Author:** ![system](https://sea3.discourse-cdn.com/cursor1/user_avatar/forum.cursor.com/system/32/99069_2.png) [@system](https://forum.cursor.com/u/system)\ **Post date:** [July 29, 2026, 5:00pm UTC](https://forum.cursor.com/t/token-usage-transparency/158801/7 "2026-07-29T17:00:02Z")
Closed on July 29, 2026, 5:00pm UTC This topic was automatically closed 90 days after the last reply. New replies are no longer allowed.