Not at all. LLMs are absolutely terrible at accounting. See Don't use LLMs for accounting measures.
Also see the updated test here: Finance Agent v1.1. This is primarily for simple retrieval and calculations tasks that have little to do with accounting. Note: "We have created a benchmark that tests the ability of agents to perform tasks expected of an entry-level financial analyst."
I simply cannot imagine a world where an LLM can come up with the kinds of factors I use, some of which require over 600 characters. In fact, the FactSet-based ranking system I use, with 340 factors, probably has only a dozen or two simple P123 factors like SI%ShsOut or CostGGr%TTM. The rest are all very complicated. It looks something like this:
And there are a whole bunch of custom formulas in there too.
