The Standings → GLM‑5.3 Flash
Zhipu
via B.AI API · judged by Claude Sonnet 5
Results from run ‘first’: ten items, ten verdicts.
GLM‑5.3 Flash scores 73 on craft, 9 points above the field’s 63 and 20 points short of the authors themselves. Its shape differs from the field’s: relatively strong on folding the brief into the story and sentence-level prose, relatively weak on restraint and character. On the mechanical checks it kept to the brief’s word range on 7 of 10 items and is unusually free of stock phrases.
The record: 10 items · 10 verdicts · 0 errors · 2,124 words on average · est. generation cost $0.07
Eight dimensions, each 0–100, averaged over ten items; the author’s real chapter was in the room every time.
Craft by dimension, 0–100 · judged by Sonnet 5 beside the author’s real chapter
The authors themselves average 93 on the five writing dimensions, the field 63, this model 73. Hover or focus a bar for the field and the authors on that dimension.
The judge’s one-sentence best quality and worst flaw for each chapter, written for a general reader.
Best It weaves back into the source chapter cleverly (Markham's photographer, the 'million to one' line, the moral-ideas papers) so the new chapter feels genuinely stitched into the story already told.
Worst The wife spells out her unease a little too plainly ('It is not a proper thing to be looking at'), and a couple of lines feel slightly too clever for the period voice.
Best The minute Mary spends alone on the dark moor is the most vividly atmospheric writing in either version, precise and sensory without overreaching.
Worst The final page states Mary's conclusion plainly ('It is not the wind,' she said to herself) instead of finding a sharper, more character-revealing way to end the scene.
Best The closing telegram is a genuine gut-punch that instantly recasts everything that came before it, and it plants a detail (Sister Agatha, the Budapest hospital) that rings true to the real book.
Worst The postmaster's letter explains its own plot mechanism so neatly (the prearranged instructions, the excuse for his fluent English) that it reads a little like tidy exposition rather than a document that arrived by chance.
Best Sir Walter's sharp, self-satisfied put-downs of each plan sound exactly like the vain man Austen describes, especially his line about footmen being "the countenance of his house."
Worst The two advice scenes (the lawyer's plan, then Lady Russell's plan) follow almost the same shape twice in a row, so the second rejection feels a bit like a rerun of the first.
Best The swimming scene lands cleanly and earns its moment by looping back to the exact childhood memory of wading through Kentucky grass that the source chapter planted.
Worst The silent lady in black is suddenly given long, poetic speeches about the sea granting wishes and being 'the star of the sea,' which spells out the story's later symbolism too plainly and too soon.
Best It neatly pays off the strange fortune-telling scene from the previous chapter, having Franklin explain what 'It' meant in a way that feels like a natural continuation rather than a bolted-on answer.
Worst The moment where Franklin explains why he's early is a bit garbled to read ('Bruff is the man who has sent me in the afternoon'), and the chapter ends on a fairly flat note rather than a strong hook.
Best Having Brett actually dance with Georgette at the bal musette is a clever, human touch that shows character through action instead of through explanation.
Worst Jake's line about wanting to go with Brett "more than he had ever wanted anything in his life" spells his feelings out in a way that breaks the clipped, buttoned-up tone the rest of the chapter is going for.
Best The scene where Eve mistakes Lord Emsworth for the gardener is a well-timed, purely visual piece of comic misdirection that lands cleanly.
Worst Walderwick calls the umbrella a cheap nine-and-sixpenny item from the Stores, which undercuts the earlier chapter's careful picture of Psmith rejecting several umbrellas before choosing this one as 'a beauty.'
Best The scene where the maid catches Alfred Inglethorp out in a lie about his whereabouts is tense and well-staged, letting his guilt show through his own backpedaling rather than anyone saying it outright.
Worst The big clue Poirot finds is just a blank, burnt scrap of paper with nothing on it, which feels like a placeholder rather than a real piece of evidence, so the chapter's key moment lands flat.
Best Dry, observational narration lines like calling the widow's unannounced visit 'the first original thing of the day' sound authentically like the Op's voice.
Worst The anonymous caller tells the widow her husband 'has been hurt' twenty minutes before the shooting actually happens, which doesn't make timeline sense.
Headline, compliance and craft for each chapter, 0–100.
| Item | Headline | Compliance | Craft | Words |
|---|---|---|---|---|
| The War of the Worlds item 006 · after ch. 1 · H. G. Wells | 83.2 | 100 | 83 | 2,145 |
| The Secret Garden item 013 · after ch. 2 · Frances Hodgson Burnett | 79.2 | 100 | 79 | 2,313 |
| Dracula item 015 · after ch. 5 · Bram Stoker | 78.6 | 100 | 79 | 2,271 |
| Persuasion item 001 · after ch. 1 · Jane Austen | 75.8 | 100 | 76 | 2,610 |
| The Awakening item 016 · after ch. 7 · Kate Chopin | 74.5 | 100 | 74 | 1,524 |
| The Moonstone item 011 · after ch. 8 · Wilkie Collins | 70.4 | 100 | 70 | 2,403 |
| The Sun Also Rises item 021 · after ch. 3 · Ernest Hemingway | 67.8 | 95 | 71 | 1,717 |
| Leave It to Psmith item 022 · after ch. 3 · P. G. Wodehouse | 67.8 | 95 | 71 | 2,461 |
| The Mysterious Affair at Styles item 017 · after ch. 3 · Agatha Christie | 62.1 | 100 | 62 | 1,790 |
| Red Harvest item 023 · after ch. 2 · Dashiell Hammett | 50.7 | 85 | 60 | 2,003 |
Words written per item, against each brief’s maximum.
Word count per item vs. brief maximum · run ‘first’
Seven of ten items landed inside their brief’s word range. Persuasion ran over by 10 words.
Each verdict names the chapter’s single worst flaw, with evidence. Quoted verbatim from run ‘first’.
The postmaster's letter explains its own plot mechanism so neatly (the prearranged instructions, the excuse for his fluent English) that it reads a little like tidy exposition rather than a document that arrived by chance.
Walderwick calls the umbrella a cheap nine-and-sixpenny item from the Stores, which undercuts the earlier chapter's careful picture of Psmith rejecting several umbrellas before choosing this one as 'a beauty.'
Jake's line about wanting to go with Brett "more than he had ever wanted anything in his life" spells his feelings out in a way that breaks the clipped, buttoned-up tone the rest of the chapter is going for.
The moment where Franklin explains why he's early is a bit garbled to read ('Bruff is the man who has sent me in the afternoon'), and the chapter ends on a fairly flat note rather than a strong hook.
Automated screening results across the ten outputs.