These are commonly called IO models in econometrics (for input-output). There are a number of successful IO models. Characterising these as "competitors" to supply-demand curve drawing is silly since they share common themes and complement each other. IO models need lots of data and underperform in situations where the market computes the table for you, i.e. where prices are clear, e.g. for commodities or liquid financial assets.
To draw supply and demand curves to just find the equilibrium also requires quite a lot of data. And if you aggregate, then it's not even clear what these curves are and what is the equilibrium.
> where the market computes the table for you
I am not sure what you mean by that. How is supply-demand model better? What it gives you in those situations?
Also, I should add: Blatt's IO model (if you want to call it that) is not an econometric (meaning statistical) one. I am not familiar with IO econometric models, so I cannot say how it is different. And it's kinda underdeveloped, too, unfortunately though understandably.
It yields better predictions with fewer inputs. For simple calculations of optimal pricing or optimal production quantities given input costs, a simple table of volume versus price beats a matrix. IO models become interesting when observing entire industries. (That is why the DoJ uses the HH metric [1], an IO-derived metric, to measure competitiveness.) But they're macroeconomic, not microeconomic, models. Macro has a worse track record than micro, which starts with simple regressions of volume and price that we call supply and demand.
These kinds of matrix models are deeply embedded into the IMF's approach, by the way. Many are critical of the IMF's over reliance on such difficult-to-intuit models.
And I have never seen an economic textbook do that, either. But they all magically jump to aggregate demand and supply, where you have millions of products. They cannot even aggregate two!
Someone mentioned physics here. So that's what you do in physics, you analyze one thing first, then two things, then millions of things in aggregate. With supply and demand model, the 2nd step is simply not done, and for a good reason - the model will fall apart (as far as I can tell) at that point.
Page 182 of this excerpt from Acemoglu's Economic Growth discusses aggregation and the possibility of a representative household. http://users.econ.umn.edu/~guvenen/DaronBook1.pdf
Aggregation of firms (and production functions) works quite nicely theoretically. Unfortunately, the same is not true for household / demand aggregation. The Debreu-Mantel-Sonnenschein Theorem aka. the "anything-goes" theorem gives a stark negative result. Utility functions are just too idiosyncratic to aggregate in every possible case.
However macroeconomists still do this for purposes of tractability. We know that sometimes aggregation is possible, if utility functions take certain forms. This is only one of many dimensions modern macroeconomic models are far from realistic. This is no secret to anyone.
Supply and demand curves are such an unsalvagable mess, in my opinion. Economists should just stop drawing them.
I just did a quick calculation - based on your suggestion - with linear demand/supply curves and what I got as the aggregate price is a weird combination of the two prices. It's not any kind of (weighted) average of the two, as far I can tell. In particular, it seems to me that the aggregate price will differ if, for one of the markets, we change either demand curve or supply curve but keep their intersection at the same point. That's wildly counter-intuitive, I don't know why should aggregate price behave this way.
Maybe I am wrong, and you can make it work. If you do, write it up! It really should be in textbooks, it's embarrassing they don't discuss this case.
And this is a case of two (presumably) completely independent markets with linear curves. It gets much more hazier when you have a relationship between the two markets (for example, one is a substitute for the other).
Disclaimer: I've never even taken Econ 101, so I might completely misunderstand something. If that's the case, please downvote and tell me where I'm wrong.
I am not an economist, but I disagree strongly. The concept of supply and demand is a plague of economics theory, especially in the aggregate. It's a terrible idea, which should have been obsoleted years ago, and has much nicer alternatives. The basic (but not only) problem with it is that you're looking at one side of equation at a time.
There is a much nicer alternative treatment in J.M.Blatt: Dynamic Economic Systems, which uses Leontief matrices. Also, if you want to know where my criticism is coming from, read Steve Keen's Debunking Economics. And even he doesn't list all the issues with supply/demand analysis, although he hints at them in other chapters.