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The AI stack

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About

How we rank & score

The full index

Every comparison on Macrostack

671 head-to-heads, grouped the way the stack is actually built — infrastructure at the bottom, applications at the top. Licence and hosting shape are on every row, so you can see which decisions have a real open-source answer before you click a single one.

Head-to-heads
671
Open vs paid
207
Open on both sides
391
Categories
77

The clouds, orchestration and plumbing that turn silicon into something you can rent by the hour.

The models themselves, plus the gateways, vector stores, frameworks and observability that make them usable.

The software people actually open — the layer where AI stops being infrastructure and becomes a product.

Common questions

How many comparisons does Macrostack have?
671 head-to-head comparisons across 77 categories. 391 of them are open source on both sides — those are the ones where the decision is about fit rather than about cost — and 207 put an open-source option directly against a paid one.
How are the two sides of a comparison chosen?
Both sides must already be verified entries in the catalog under the same parent decision, so the pair is genuinely substitutable rather than two tools that merely sound alike. The stronger of the two is shown on the left — recommended first, then by Sovereignty Score. That ordering is editorial and is never influenced by whether either side has an affiliate programme.
Do these comparisons pick a winner?
Each one names the option we would choose and says plainly who should choose the other instead. A comparison that refuses to answer is not useful. Where an incumbent is genuinely the right call, we say so — and we say it in a written 'when to stay' before any link appears.
The Macrostack brief

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