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Eric Siu argues Claude Tag locks businesses into Anthropic models and charges by token usage, forcing expensive Opus tiers. His alternative, Single Brain, lets you pick any model, control costs, and keep your company data.

Eric Siu argues Claude Tag locks businesses into Anthropic models and charges by token usage, forcing expensive Opus tiers. His alternative, Single Brain, lets you pick any model, control costs, and keep your company data.
Here's why Claude Tag is garbage for businesses. So you might be thinking, oh, you can talk to your team in there and you're using their latest models. Here's the problem with this. One, you're stuck to using their models. Two, it's usage-based, so you have to pay them on tokens. You're not paying them per seat, so it can— the cost can start to rise a lot. And you can only use the Opus models, which cost more than the Sonnet models. The other piece is that— I think it's number 3. Number 3 is you are feeding all of your context to Claude, to Anthropic. And so if you want to come off of it, that context goes with it, or people leave your company, that context goes with it, right? So you can't compound. So when we have Single Brain, which is what we do for our clients, one, they can use any model that they want to use. 2, we can optimize token costs. We can do that. The 3rd piece, most important piece, is that the context, their IP, what they're compounding on, that's for them. That's not for anybody else to own. You can certainly use it to try it out, but cloud tags, it ain't good for business.