One subscription, many models: when an all-in-one AI platform pays off

If you use AI seriously at work, you rarely stop at one subscription. You end up with four: one for text, one for images, one for code, one for video. Each looks cheap on its own. Together, they cost as much as a monthly ad budget.

What an all-in-one platform solves

There's another route: one platform with several models behind it. Abacus.AI ChatLLM Teams is one of them. A single subscription gets you the big models, and in the same place you can build apps, slides, video and bots.

According to them, that's over a hundred models for ten dollars a month, and seven for the first month. Those figures are from their page, not from me.

Who it suits

It suits you if you:

• want to compare several models on the same task without paying in three places
• do lots of different things, none of them very often: text one day, a quick prototype the next
• work in a team and want everyone's access in one place

Who it doesn't suit

Don't start here if you:

• use a single model eight hours a day. The vendor's own subscription goes deeper, and new features arrive there first
• are building a product on the API. That's a different product with different pricing
• can't let your data leave the EU. Check that before you subscribe, not after

How I use it

For me, picking a model isn't a matter of taste. Producing thirty ad variants calls for a different model than thinking through measurement logic. That's why a platform where I can switch models is worth more to me than one that locks me in.

Cards on the table. The link above is an affiliate link. If you subscribe through it, I earn a commission and you pay the same price. I wrote this because the question comes up in my work anyway, and I'm linking it because I can tell you who it suits and who it doesn't.