← All models GLM 5.3 editing test Z.ai · Tested Oct 28, 2026 · 3m 4s · $0.12
Four checks All in one 70/90 caught
Grammar & spelling 39/45 Repetitions 11/15 Redundancy 9/15 Consistency 11/15 72 comments · 2 extra flags
GLM 5.3's comments when asked for all 4 checks in one prompt on our 6,000-word test story, where it left it. Click a missed mistake to find it in the text. The checks come from icanwrite , a markdown editor for writers.
Missed · 20
who, not whom: subject of 'was' “whom she guessed was the owner” Past habit: used to “the way he use to hold it up” any other shop: the bakery is on Wharf Street “longer than any shop on Wharf Street” Fragment: the survey has no verb “The survey from twelve years ago, which an engineer from the county” Restrictive clause, no commas: the entries that held “The entries, which held only a single word, were” 'one of those who' takes a plural verb: were “one of the last binders in New England who was still” Distinctive, chapters apart: gleaming “a gleaming pair of shoes” Distinctive, chapters apart: brittle “a short, brittle sound” Distinctive, chapters apart: stubbornly “which stuck stubbornly” Close: remembered … memory “her hands remembered” a sum is a total “The sum total” an agreement is mutual “By mutual agreement” kept quiet = said nothing “kept quiet, saying nothing” a haven is safe “a safe haven” began is first “the week we first began” join together “wants them to join together” The bakery has three tables; she sits at the fourth “three small tables” Said on Friday: the day after tomorrow is Sunday “On Friday a woman knocked” Tomas beside him: two decades, then thirty years “for most of two decades” The bakery: two doors down, then a ten-minute walk “BAKERY TWO DOORS DOWN”