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Is there anyone compiling an in-depth comparison between different models that are emerging? Are there standardized benchmarks?

Nope and I'd really like to see a yearly benchmark to create some sort of feature rating!

I feel like I see charts floating around r/LocalLLaMA/ from time to time. Might be some more info there.