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I do think there are now open weight models that are on par with (or beating) Opus 4.5 by now (e.g. Kimi K3, GLM5.3). But yeah obviously the frontier closed source models seem to have pulled away once again, so open weight seems to be a few months behind right now (which might be too long to wait for a lot of people!).


Those two you mentioned completely demolish opus 4.5. It's not even close. I'd say they are between opus 4.8 and opus 5. And better in some tasks.


And if you run it yourself, you know it will be generally consistent with no random quality dips.


Opus 5 feels like a regression compared to 4.8


Olmo is one truly open source model. https://allenai.org/blog/olmo3


You can't ingest Common Crawl and claim to be an Open Model. Common Crawl is just a premade collection of random copyrighted unlicensed content.


I think it's just a harness that uses proprietary (or maybe IBM is hosting open weight?) models. They say on the site (in the FAQs) that you can't even choose which model!

So it seems to be a harness that auto-routes your queries with no way to change this.


You are correct. It routes to the model best suited for the ask.

The only positive versus others is that at an enterprise level you have more control of the costs with the coins.


except they tack on surcharges to all token calls to Claude and GPT


IBM has models trained for older mainframe usage (RPG II, RPG/400, COBOL, etc) so I imagine it would be very good for that. Bob looks like a branded fork of vs code or vscodium.


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