Cotypist - Local AI Autocomplete in your voice, anywhere on your Mac

by
Cotypist is smart autocomplete for the Mac apps you already write in: Mail, Slack, Notes, docs, even AI prompts. Press Tab when a suggestion fits, or keep typing and watch it update in real time. Runs locally on your Mac. No cloud, no API calls.

Add a comment

Replies

Best

Does Cotypist learn from my writing over time, or is the behavior fixed after installation?

 Cotypist lets you provide custom instructions to generally tune it to your writing style as a starting point. But it indeed also learns from your writing over time, and that's where the real magic happens, to the point where it feels like a best friend completing your sentences — or as if it were reading your mind 😉

Congrats on the relaunch! Getting invited back by Product Hunt is a strong signal :)

 Thank you! Yes, I was very happy when they reached out about a relaunch.

The best productivity tools disappear into the background. Cotypist seems to fit that philosophy really well. :D

 Indeed! On the other hand, Cotypist being almost invisible does not stop user from relying on it; I've even heard from users who thought their Mac was broken when Cotypist was not active.

I absolutely love it. The best part is, that it's constantly improving noticeably by itself. In addition, the developer is very responsive and adds cool features on a regular basis. Absolutely recommended.

 Thank you for the kind words, I really appreciate it!

Local-first is the right call for this category. The apps where autocomplete helps most are also where people write sensitive or unfinished material. The Mac-wide layer is the hard UX: suggestions useful enough to accept, quiet enough not to fight the writer.

 Indeed! In my experience, Cotypist's suggestions at this point are so often relevant that it's better to err on the side of showing them. But there's still the challenge of making sure that you never have to wait for completions to appear, which is why I’ve put a lot of effort into optimizing Cotypist’s performance.

the "no cloud, no API calls" part is what makes this interesting. most AI writing tools send every keystroke to a server, which means your drafts, emails, and half-formed thoughts are all sitting in someone else's logs. running inference locally sidesteps that entirely. practical question though, how large is the model and how does it handle the tradeoff between suggestion quality and system resource usage? i'd want autocomplete that's fast enough to not interrupt my typing flow, but local models can get heavy on older machines.

 Hi Shubham, you've put your finger on exactly why I built it this way. Sending every keystroke to a server means your drafts and half-formed thoughts live in someone else's logs, and running inference locally is what avoids that completely. On your practical question, which is the right one to ask:

Model size. The default is Google's Gemma 4 E2B, running entirely on your Mac. It's a few gigabytes on disk, but only about 1 GB of it needs to be in active memory while it's generating. Even though it's a multi-billion-parameter model, Cotypist doesn't keep all of its weights resident at once: part of them are streamed in from disk only as they're needed, so they never have to sit in GPU memory. That's a big reason it punches above its weight, you get close to the quality of a much larger model for the footprint of a small one.

The quality vs. resources tradeoff. Cotypist matches the model to your hardware rather than running one heavy model everywhere. Lighter and older Macs get the roughly 1 GB E2B by default; stronger Macs (the M-series Max and Ultra chips) can step up to the larger E4B, around 2.5 GB in memory, for better suggestions. The heavier models are only offered on machines that can actually run them well, so you won't accidentally bog down an older Mac, and it winds down and frees that memory when you're not actively typing.

Speed. This is the part I've spent the most time on, because autocomplete only earns its place if it clears two bars at once: good enough that you usually want to accept it, and fast enough that you're never waiting on it. Suggestions appear in real time, usually with no noticeable delay, and they keep updating as you write. People run it comfortably even on a base MacBook Air. The honest test for your particular machine is the free trial, so you can feel the speed on your own hardware before deciding anything.

I should note that the free plan works a lot better than you might expect, especially if you're using CoTypist for auto-suggestions and not auto-complete. 100 completed words a day sounds like nothing, but in practice I've not hit that limit yet and I use CoTypist everywhere.

 Thank you for sharing your experience! The goal has been for the free plan to still be genuinely useful and sufficient for many users, so it’s great to have that confirmed. Enjoy!

Cotypist is great! It is even helping me to write this comment.

The way it is able to so often anticipate what I want to write next is amazing. While at the same time, quickly taking into account changes as I type too.

Excited to see how it evolves going forward.

 Thank you for the endorsement! I've indeed put a lot of effort into making sure that completions update quickly as you type, so even if the initial suggestion isn’t quite right, typing just one or two more letters will often give you exactly the word you were looking for, so that Cotypist still saves you the effort of typing the second half of the word.

Cotypist is awesome. I can't get through 5 minutes without it. I use it constantly. I used to use Fixkey, but Cotypist is on a whole other level. It helped me write this post!

 Glad to hear that! I am with you on how frequently I use it. Cotypist has already completed 3250 words for me today, which, at about 7.5 hours of computer usage, translates into roughly one word every 8 seconds 🤯

It's become a standard part of my tool kit. It keeps surprising me by suggesting not the most generically likely completions, but ones ones that are relevant to what it's learned about my style andmy topics. It's a genuine time saver.

It also ticks the boxes for privacy, starting with the fact that its AI magic happens on your Mac.

 Thank you for sharing your experience! I’m glad to hear that Cotypist is able to make suggestions that feel like they come from you.