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555 points maheshrijal | 1 comments | | HN request time: 0s | source
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rsanheim ◴[] No.43708890[source]
`ETOOMANYMODELS`

Is there a reputable, non-blogspam site that offers a 'cheat sheet' of sorts for what models to use, in particular for development? Not just openAI, but across the main cloud offerings and feasible local models?

I know there are the benchmarks, and directories like huggingface, and you can get a 'feel' for things by scanning threads here or other forums.

I'm thinking more of something that provides use-case tailored "top 3" choices by collecting and summarizing different data points. For example:

* agent & tool based dev (cloud) - [top 3 models] * agent & tool based dev (local) - m1, m2, m,3 * code review / high level analysis - ... * general tech questions - ... * technical writing (ADRs, needs assessments, etc) - ...

Part of the problem is how quickly the landscape changes everyday, and also just relying on benchmarks isn't enough: it ignores cost, and more importantly ignores actual user experience (which I realize is incredibly hard to aggregate & quantify).

replies(3): >>43711451 #>>43713256 #>>43714126 #
1. Carbonhell ◴[] No.43714126[source]
I have been using this site: https://artificialanalysis.ai/ . It's still about benchmarks, and it doesn't do deep dives into specific use cases, but it's helpful to compare models for intelligence vs cost vs latency and other characteristics.