token
The unit a model actually reads and writes — roughly three quarters of a word, or a few characters of code. Context limits, latency, and price are all counted in tokens, not words.
Where it comes up
Model Selection & Token Efficiency
“All right, I think we have critical mass. So hi everyone. My name is Anina. I'm a field engineer at Cursor and I'm based in New York City. I'm a very excited to speak to you today about model selection and token efficiency. Hi everyone. My…”
How Cursor uses Cursor
“little. In which case, you then have to go and rip and replace code which can become you know, expensive in terms of the time you have to spend working with the agent, but also more expensive in terms of the amount of tokens that you need t…”
PRD to PR
“contingencies but since we've done the plan we were very token efficient. We didn't actually have to output all the code we just had to you know theorize about it. And then I'm actually just going to hit hit build and we're going to let it…”
Training Composer 2
“It scores similar to Opus 4.6 upon release and, uh, slightly behind GPT-5.4. Composer 2 combines really strong coding speed with a very competitive price. So, it's extremely efficient for using for all sorts of coding tasks. Uh, a lot of pe…”
Cursor for Designers
“browser for me. While it's working, let me go ahead and check the chat and see some questions. Um Can you explain the difference in token consumption in all these three different modes? So token consumption is pretty much the same based on…”
Cursor Rules, Commands, Hooks, and Skills
“It would cost you more tokens and as we all know as the context window grows and grows the accuracy of the model degrades. With dynamic context discovery, uh the model or the agent um kind of uses a file system approach where it now has all…”
Cursor Admin Guide
“is a really important thing for administrators to understand exactly what tools, what models are being used through Cursor. Uh and there's a lot that we can dig into here to help understand exactly uh you know, how to or how it relates to t…”
Refactoring Legacy Codebases
“Chris, one other one other question kind of since uh we're talking quite a bit about sub agents, um what's your approach or your guidance on on how to be, I guess, token efficient with these, right? Um you know, monitor agents if they're st…”
Refactoring Legacy Codebases
“generation of models is not good enough to do that in one shot. There's just no way. It's way too much work. You have a limited context window. So for something like Opus or GPT, this is like 200,000 tokens. It's just not doable. One thing…”
Cursor CLI
“you know our best practice sessions or our cursor workshop on model selection and token efficiency, which we run pretty pretty regularly. So, I definitely come back to cursor.com/workshops and see an upcoming session on that topic. We defin…”
Cursor for Sales Engineers
“this uh this usage calculator that's prefiltered to uh that account or that opportunity. Um and then the result is a very granular breakdown of how they're using cursor from a token standpoint, from a model standpoint. Uh and then it allows…”
Cursor 101
“It's hard to say. So, with some basic familiarity on model selection, you can pick the best model for each specific task and make the most out of your tokens. You want to make sure that you're not overspending when you don't have to. And th…”
Cursor 201
“going to run out of your your token budget like pretty quickly. Have it do the plan, switch to a cheaper model, do the implementation, um and then you can start to use some of the others when you're debugging things and and ultimately like…”
Cursor for Product Managers
“not going to easily hit up against it but um at least with cursor so for our agents as you keep using you know so the idea of the context window is like for most of these frontier models it's about like 200,000 tokens uh which is uh you kno…”
Cursor 2.0 Launch
“[laughter] Uh Noah, do you want to do some of the questions? What do you think? Oh, I can see the questions here. Here we go. some good questions for from the chat. Happy to call out a few, but you may be able to see them yourself. >> I can…”
Cursor Agent SDK
“encourage you to to choose whichever is going to be easiest for you. Awesome. Um from Kamal here for long-running agents, can we cache the context to reuse tokens using sub-agents? Yes. Uh so, the the uh the SDK does support uh sub-agents.…”
Cursor for Support Teams
“mode it would do the same thing. Um where does the click data persist? Um, and it this will give me um with cloud 4.5 sonnet also a great model um a very similar uh response but it's cost- effective and it doesn't need to take up a ton of t…”
Cursor x Datadog
“running and looking up DataDog in um, you know, issues in your code base. Um, a quick plug on the model I'm using here. So, again for cloud agents, you get your pick of the model. I actually tend to use Codex 53 in Composer 2, mainly becaus…”
Cursor for Data Science
“you using uh tokens in your context window. So, for context, sorry. Um, this is a context window. Uh, a chat contains a context window. And you can see how much of your context window is filled with this little thing at the bottom. Um, let…”
Cursor for Enterprise
“And so, I guess like there are a few different things in terms of data that's being leveraged within Cursor. So, obviously our indexing process, one of the sort of real big benefits of leveraging Cursor is that we are able to programmatical…”
Cursor for Java Developers
“>> And and one quick followup on that too because there's a question around authentication and MCP. I just correct me if we're wrong here, but I think it's just that with authentication, it's the same as using MCPS through cursor. We you ca…”
Cursor for Knowledge Work
“agent, and right now I provided very little information on the database schema, on the structure of our DB, and so it's probably going to think long and hard and use up a good amount of tokens. And so, once it actually learns the structure…”
Cursor for Mobile Developers
“You could wrap it in like a CLI tool locally and then call the CLI itself, but what I'd actually recommend on the expense side is, you know, whenever you're using uh heavy MCP tool calling for, you know, a task or a prompt, uh don't don't u…”
Cursor for Professional Services
“the interact interactivity of uh your interactions with the agent. So the feedback loop is much tighter. The back and forth is also much quicker which means you can quickly give feedback on what cursor is generating and adjust depending on…”