Do you find that there are a lot of variations and intricacies in deciding which LLM to use? I find it pretty simple to just assume sonnet is best at most coding jobs, o1 best at complicated non-coding tasks, 4o for simple questions that don't require planning. and well, tbh that's it, no other LLMs are that interesting.
We found that there is more nuance when it comes to different languages, we also update our leaderboard as new models drop so the best models are always available through PreCog. It's also nice to not have to tab switch constantly between chatbots and instead just use them in one central place. We added a feature so you can just pick the model you'd like to chat with if you dont want to be automatically matched with the leaderboard rankings (all matched responses provide an explanation in the reasoning behind the match so you can see why the model was chosen).
I think o1 is best at algorithm heavy coding tasks, opus at api/language-translation knowledge-breath heavy tasks (and also has better recency via later knowledge cutoff). But with latest update opus is pretty close at algorithm heavy coding.
We have plans to put o1 on the leaderboard - but Opus is there RN! We should have a new ELO ranking soon, but the second o1 ranking are done it will be on our leaderboard.
we have looked at route llm and played with it but we felt like they were focusing on cost minimization, we think theres more work to be done in focusing on routing for the best possible output without the cost constraint. Also just trying to provide easy ways for people to use tools like route llm that dont require coding knowledge. That being said we def wanna release a benchmark of our routing in comparison to some of the pre-trained defaults in route llm
I entered the query but was redirected to a login form. If you are honestly looking for feedback and no leads, unblock the app temporarily for HN. If you are for leads, for sure you will get some if this submission receives enough upvotes, but I wouldn't count on many. These days people are not so keen to leaving their data on random websites anymore.
Just took down the sign up for anyone who wants try it out! Thanks again for pointing that out - new to posting on here, super helpful hope you get some use out of our project.
Do you find that there are a lot of variations and intricacies in deciding which LLM to use? I find it pretty simple to just assume sonnet is best at most coding jobs, o1 best at complicated non-coding tasks, 4o for simple questions that don't require planning. and well, tbh that's it, no other LLMs are that interesting.
We found that there is more nuance when it comes to different languages, we also update our leaderboard as new models drop so the best models are always available through PreCog. It's also nice to not have to tab switch constantly between chatbots and instead just use them in one central place. We added a feature so you can just pick the model you'd like to chat with if you dont want to be automatically matched with the leaderboard rankings (all matched responses provide an explanation in the reasoning behind the match so you can see why the model was chosen).
I think o1 is best at algorithm heavy coding tasks, opus at api/language-translation knowledge-breath heavy tasks (and also has better recency via later knowledge cutoff). But with latest update opus is pretty close at algorithm heavy coding.
We have plans to put o1 on the leaderboard - but Opus is there RN! We should have a new ELO ranking soon, but the second o1 ranking are done it will be on our leaderboard.
you're doing model routing - any thoughts on https://github.com/lm-sys/RouteLLM and Martian?
hope you dont raise funding before you figure out what they haven't
we have looked at route llm and played with it but we felt like they were focusing on cost minimization, we think theres more work to be done in focusing on routing for the best possible output without the cost constraint. Also just trying to provide easy ways for people to use tools like route llm that dont require coding knowledge. That being said we def wanna release a benchmark of our routing in comparison to some of the pre-trained defaults in route llm
Ah yes, Minority Report, that story we're so eager to repeat.
fortunately we aren't policing anybody :* (we do love PKD tho) we thought precog perfectly described the function
I think it’s a great name, it really does describe the function perfectly.
I got a huge smile when I saw it.
tysm - I got a huge smile reading this comment.
I entered the query but was redirected to a login form. If you are honestly looking for feedback and no leads, unblock the app temporarily for HN. If you are for leads, for sure you will get some if this submission receives enough upvotes, but I wouldn't count on many. These days people are not so keen to leaving their data on random websites anymore.
Just took down the sign up for anyone who wants try it out! Thanks again for pointing that out - new to posting on here, super helpful hope you get some use out of our project.
Thanks so much for the feedback (new here for sure) - we are working on that rn, updating as fast possible gotta rebuild some stuff lmao