GLM 5.2 is nearly as accurate as a human book keeper

We benchmarked GLM 5.2, an open-weights AI model, on a real quarterly UK VAT return: 59 transactions, 68 minutes, $2.73 of tokens — and a net VAT position within 7 pence of the human-prepared return.