Run: 2026-06-24-01KVX2Y1VHQ2NP6EFN0YC51AE1

Run Details

Duration:
57.8s
Cost:
$0.010522
Provider:
Z.AI

Model input

System
You are an expert novelist with a gift for vivid, immersive prose. You write in tight third-person limited point of view with a strong narrative voice. Your prose is clean, precise, and engaging — you favor strong verbs, concrete details, and natural-sounding dialogue. You will be given a story bible (codex) containing canonical details about characters, locations, items, and lore. Use these details to ground your writing in the established world. Stay consistent with the codex. Write only the prose of the scene. Do not include titles, chapter headings, markdown formatting, or any commentary before or after the scene.
User/Human
<codex> <character id="4412" name="Aurora Carter" aliases="Rory, Laila, Aurora, Carter, Malphora" pronouns="she/her" species="Human" storyRole="Protagonist"> <eyeColor>bright blue</eyeColor> <hair>straight shoulder-length black</hair> <height>5'6"</height> <age>25</age> <scar>small crescent-shaped scar on her left wrist from a childhood accident</scar> <description>Aurora, referred to by her friends as Rory, is cool-headed, intelligent, and known for quick out-of-the-box thinking.</description> <backstory>Born in Cardiff to an Irish barrister father (Brendan Carter) and Welsh teacher mother (Jennifer Carter née Ellis), Rory reluctantly pursued Pre-Law at Cardiff University. She fled to London at the behest of her childhood friend Eva after leaving an abusive ex named Evan. By day, Rory works part-time as a delivery person for Yu-Fei Cheung's Golden Empress restaurant. She lives in a flat above Silas' bar.</backstory> </character> <character id="4415" name="Lucien Moreau" aliases="Lucien, Luc, the Frenchman" pronouns="he/him" species="Half-Demon" storyRole="Ally"> <eyeColor>heterochromatic — one amber, one black</eyeColor> <hair>slicked-back platinum blond</hair> <height>5'11"</height> <age>32</age> <cane>ivory-handled cane that conceals a thin blade</cane> <dress>tailored charcoal suits</dress> <description>An impeccably dressed fixer and information broker in London's supernatural underworld. He speaks four languages fluently.</description> <backstory>Born in Marseille to a human mother and a demon father from the realm of Avaros.</backstory> </character> <location id="858" name="Eva's Flat" aliases="Eva's place, the flat on Brick Lane" realm="Earth"> <cat>tabby cat named Ptolemy</cat> <security>three deadbolts on the front door</security> <description>A cramped one-bedroom flat above a curry house on Brick Lane, East London. Every surface is covered with books, scrolls, and research notes.</description> </location> </codex> Write a fully fleshed out scene of at least 1000 words in the romance genre. Two people who parted on complicated terms are forced together again when one shows up unannounced at the other's flat. There's history between them — attraction, hurt, and things left unsaid. Write the scene from the moment the door opens. Use the codex entries above as your world reference for characters and setting. Only include the prose of the scene without any markdown or commentary.

Model response

AI
The third deadbolt stuck the way it always did, and Rory had to jiggle the handle left, then right, then lift before it finally surrendered with a heavy clunk. She was already rehearsing the excuse she'd give Eva for borrowing the flat — something about needing quiet, her own place being too loud, Silas stocking inventory below her bedroom — when she pulled the door open and found Lucien Moreau standing on the landing. He looked exactly as she remembered. Exactly as she'd tried to forget. The charcoal suit was immaculate, tailored to him like a second skin, and the platinum blond hair was slicked back from his forehead in that precise, almost architectural way that made him look like he'd been carved rather than born. His ivory-handled cane hung from his right wrist by its loop, unnecessary for walking but never absent from his person. And his eyes — one amber, one black, both fixed on her with that quiet, devastating attention he'd always wielded like a weapon — held something she couldn't name. Or wouldn't. "Rory." Just her name. Not Aurora, not Carter, not any of the other things he'd called her in the months before everything collapsed. Just Rory, spoken in that low Marseille-inflected baritone that still, despite everything, made something in her chest pull tight. She gripped the edge of the door. "How did you find this address?" "You know how I found it." A ghost of something that might have been amusement moved across his mouth. "You left a trail. Not a long one. But you left it." "I left nothing. I was careful." "You ordered a book on defensive warding from a seller in Camden who owes me a favor. He ships to a relay box, but the relay box is registered to a Ptolemy—" He tilted his head. "Cat?" "Tabby," she said, before she could stop herself, and then cursed internally because that was exactly how he worked. He gave you nothing, and you gave him everything in return. Ptolemy, as if summoned, threaded between her ankles and sniffed at Lucien's polished shoe. The cat seemed to consider the half-demon for a long moment, then butted his head against Lucien's shin. Traitor. "May I come in?" "No." Lucien's mouth thinned. Not a flinch — he didn't flinch, had never flinched in the time she'd known him — but a thinning, a tightening of patience against the wall of her refusal. "It's important." "It's always important with you. Every meeting, every message, every midnight knock. Important. Urgent. Critical." She hadn't meant for the words to come out like that, serrated and bitter, but they did, and she didn't take them back. "You don't get to stand on Eva's landing and tell me it's important, Luc. Not after what happened." The amber eye caught the hallway light. The black one swallowed it. Together they made her feel seen in a way that terrified her — not looked at, not observed, but seen, down to the crescent scar on her wrist she'd hidden under a long sleeve and the three a.m. thoughts she'd never confessed to anyone, least of all him. "What happened," he repeated, carefully, as though handling something breakable. "You mean when I kept the Voss file from you." "I mean when you lied to me." "I didn't lie." "Omission is a lie, Lucien. You taught me that yourself." She leaned against the doorframe and crossed her arms, which put her left wrist against her ribs where he couldn't see it, where he couldn't trace the scar with his gaze the way he'd done once, late at night, in a room that smelled of old paper and candle smoke, his thumb following the curve of the crescent while his mouth — "You knew the Voss contract was a trap. You knew they were using it to map the supernatural population in Lambeth. And you sent me in anyway." "I sent you in with extraction ready." "Extraction that arrived twelve minutes late." "Eleven." She stared at him. "That's your response? Eleven?" "Accuracy matters." He shifted his weight, the cane swinging slightly. "And so does context, which you have refused to hear. For three months, Rory. Three months of silence. Three months of your phone going straight to voicemail, your flat locked, your deliveries rerouted so I couldn't intercept them at the Golden Empress. You vanished." "You taught me how to vanish." The words came out quieter than she intended. "You taught me how to disappear. And you're surprised when I used it against you?" Something changed in his face. The careful composure held — it always held, it was load-bearing — but beneath it, in the architecture of his expression, a wall shifted. A crack. Brief and quickly sealed, but she saw it, because she had spent months studying Lucien Moreau's face the way a sailor studies the sky, reading pressure and weather in the smallest variations. "I came here," he said, "because someone is killing fixers." The sentence landed like a stone dropped into still water. Rory felt the ripple move through her, felt her arms uncross before she could stop them. "What?" "Three, in the last six weeks. Each one found in their own home, no signs of forced entry, no supernatural residue. Just dead. Clean and quiet and dead." He paused. "Their tongues removed." Ptolemy meowed. Somewhere below, the curry house kitchen clattered with the sound of dinner service beginning. "And you think I'm next," Rory said. "I think we're both possible targets. I think you've been off the grid long enough that whoever is doing this may have already marked you as easy. And I think—" He stopped himself. Looked down at the cat, still circling his ankles. Looked back up. "I think I owe you the truth about Voss. All of it. Not the version I told you, and not the version you assumed. The real one. But you have to let me in first." The hallway light buzzed. A neighbor's television murmured through the wall. Rory stood in the doorway of a flat that wasn't hers, wearing someone else's silence, and felt the weight of three months settle on her shoulders like a physical thing. She thought about Evan. About the way abuse doesn't always look like cruelty; sometimes it looks like someone who says they're protecting you while systematically dismantling your ability to protect yourself. She had spent two years unlearning that particular lesson, and Lucien — with his secrets and his omissions and his midnight visits that always came with a price — had come dangerously close to fitting the pattern. But he wasn't Evan. She knew that. She knew it the way she knew the scar on her wrist was from a fall, not a fist, from clumsiness and not cruelty. Lucien had sent her into danger, yes. He had kept information from her, yes. But he had also been the one bleeding in the alley afterward, the one who'd taken a blade meant for her ribs, the one who'd said her name — just her name, Rory, nothing else — like it was the only word left in any of his four languages. She stepped back from the door. Ptolemy bolted inside, tail high, as if granting permission. Lucien followed more slowly, ducking slightly under the doorframe, his gaze sweeping the flat — the towers of books, the scrolls weighted down with coffee mugs, the research notes pinned to every surface with colored thumbtacks. He took it in the way he took in everything: completely, voraciously, as though information were oxygen and he were drowning. "Eva's collection has grown," he observed. "Eva's collection is classified. Don't read anything." "I'm not reading." "You're scanning. Same thing." He turned to face her, and the flat suddenly felt much smaller than its already cramped dimensions. The heat of the curry kitchen below rose through the floorboards, mixing with the papery smell of old books and something else — cedar, she realized. His cologne. The same one. Three months and he hadn't changed it, or maybe he had and she just remembered too well, the way her body remembered the particular geometry of standing close to him, the precise height differential, the way his chin would need to dip to meet her eyes. He didn't dip his chin now. He stood at the full of his height, cane in hand, and let the silence stretch between them like a wire. "The truth about Voss," he said. "Are you ready?" She wasn't. She knew she wasn't, the way she knew the ground was uneven and the books were unstable and the whole fragile structure of the life she'd built in London — the deliveries, the flat above Silas' bar, the careful distance from everything that could hurt her — was balanced on a point that could tip at any moment. "Sit down," she said. "I'll make tea." She moved past him toward the tiny kitchen, and her sleeve brushed his jacket, and the contact — incidental, accidental, meaningless — sent a current through her that she felt in her teeth. She kept walking. He didn't reach for her. He never reached. That was the cruelty of Lucien Moreau: he stood perfectly still and let you come to him, and you always did, eventually, because stillness in him was not absence but gravity. Ptolemy jumped onto the counter and watched her fill the kettle. Behind her, in the living room, she heard Lucien settle onto the couch. The creak of old springs. The tap of his cane against the floor. Then, quietly, almost to himself: "I missed you, Rory. That's not why I came. But it's true." She set the kettle on the burner and turned the flame to blue. She didn't answer. But she didn't need to. They both knew the silence was its own kind of confession, and in Eva's flat above the curry house on Brick Lane, with the deadbolts still undone and a killer somewhere in the city removing tongues, that would have to be enough.
created_at"2026-06-24T15:10:46.653Z" 6/24/2026, 3:10:46 PM
model"z-ai/glm-5.2-20260616"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency4024
moderation_latency(null)
generation_time57710
tokens_prompt808
tokens_completion2696
native_tokens_prompt766
native_tokens_completion2330
native_tokens_completion_images(null)
native_tokens_reasoning185
native_tokens_cached704
num_media_prompt(null)
num_input_audio_prompt(null)
num_media_completion0
num_search_results(null)
num_fetches(null)
web_search_engine(null)
origin"https://ncbench.com/"
is_byokfalse
finish_reason"stop"
native_finish_reason"stop"
service_tier(null)
usage0.01052184
router(null)
provider_responses
0
endpoint_id"442ea97f-ad5e-40d5-b9a6-66e9e0417dce"
id"202606242310460d07fae358424841"
is_byokfalse
latency4024
model_permaslug"z-ai/glm-5.2-20260616"
provider_name"Z.AI"
status200
user_agent"langchainjs-openai/1.0.0 ((node/v24.16.0; linux; x64))"
http_referer(null)
request_id"req-1782313846-o6QWwfxzrejl3HQtQAss"
session_id(null)
preset_id(null)
api_type"completions"
id"gen-1782313846-JPFZPOP080vST1DvN2ff"
upstream_id"202606242310460d07fae358424841"
total_cost0.01052184
cache_discount0.00080256
upstream_inference_cost0
provider_name"Z.AI"
response_cache_source_id(null)
data_region"global"

Evaluation details

Result Evaluator Details Meta Data
100.00% Adverbs in dialogue tags
Target: ≤10% dialogue tags with adverbs
totalTags15
adverbTagCount0
adverbTags(empty)
dialogueSentences42
tagDensity0.357
leniency0.714
rawRatio0
effectiveRatio0
75.89% AI-ism adverb frequency
Target: <2% AI-ism adverbs (58 tracked)
wordCount1659
totalAiIsmAdverbs8
found
0
adverb"carefully"
count1
1
adverb"slightly"
count2
2
adverb"quickly"
count1
3
adverb"slowly"
count1
4
adverb"completely"
count1
5
adverb"suddenly"
count1
6
adverb"perfectly"
count1
highlights
0"carefully"
1"slightly"
2"quickly"
3"slowly"
4"completely"
5"suddenly"
6"perfectly"
100.00% AI-ism character names
Target: 0 AI-default names (17 tracked, −20% each)
codexExemptions(empty)
found(empty)
100.00% AI-ism location names
Target: 0 AI-default location names (33 tracked, −20% each)
codexExemptions(empty)
found(empty)
75.89% AI-ism word frequency
Target: <2% AI-ism words (290 tracked)
wordCount1659
totalAiIsms8
found
0
word"weight"
count2
1
word"silence"
count4
2
word"scanning"
count1
3
word"structure"
count1
highlights
0"weight"
1"silence"
2"scanning"
3"structure"
100.00% Cliché density
Target: ≤1 cliche(s) per 800-word window
totalCliches0
maxInWindow0
found(empty)
highlights(empty)
100.00% Emotion telling (show vs. tell)
Target: ≤3% sentences with emotion telling
emotionTells0
narrationSentences87
matches(empty)
77.18% Filter word density
Target: ≤3% sentences with filter/hedge words
filterCount2
hedgeCount2
narrationSentences87
filterMatches
0"look"
1"feel"
hedgeMatches
0"tried to"
1"seemed to"
100.00% Gibberish response detection
Target: ≤1% gibberish-like sentences (hard fail if a sentence exceeds 800 words)
analyzedSentences113
gibberishSentences0
adjustedGibberishSentences0
longSentenceCount0
runOnParagraphCount0
giantParagraphCount0
wordSaladCount0
repetitionLoopCount0
controlTokenCount0
repeatedSegmentCount0
maxSentenceWordsSeen98
ratio0
matches(empty)
100.00% Markdown formatting overuse
Target: ≤5% words in markdown formatting
markdownSpans0
markdownWords0
totalWords1679
ratio0
matches(empty)
100.00% Missing dialogue indicators (quotation marks)
Target: ≤10% speech attributions without quotation marks
totalAttributions20
unquotedAttributions0
matches(empty)
100.00% Name drop frequency
Target: ≤1.0 per-name mentions per 100 words
totalMentions36
wordCount1254
uniqueNames14
maxNameDensity0.8
worstName"Lucien"
maxWindowNameDensity1.5
worstWindowName"Rory"
discoveredNames
Rory6
Eva2
Silas1
Lucien10
Moreau3
Aurora1
Carter1
Marseille-inflected1
Ptolemy4
Looked2
Evan2
London1
Brick1
Lane1
persons
0"Rory"
1"Eva"
2"Silas"
3"Lucien"
4"Moreau"
5"Carter"
6"Ptolemy"
7"Looked"
8"Evan"
places
0"London"
1"Brick"
2"Lane"
globalScore1
windowScore1
59.09% Narrator intent-glossing
Target: ≤2% narration sentences with intent-glossing patterns
analyzedSentences55
glossingSentenceCount2
matches
0"as though handling something breakable"
1"as if granting permission"
21.32% "Not X but Y" pattern overuse
Target: ≤1 "not X but Y" per 1000 words
totalMatches3
per1kWords1.787
wordCount1679
matches
0"not looked at, not observed, but seen, down to the crescent scar on her wrist she'd hidden un"
1"not observed, but seen, down to the crescent scar on her wrist she'd hidden un"
2"not absence but gravity"
100.00% Overuse of "that" (subordinate clause padding)
Target: ≤2% sentences with "that" clauses
thatCount0
totalSentences113
matches(empty)
100.00% Paragraph length variance
Target: CV ≥0.5 for paragraph word counts
totalParagraphs54
mean31.09
std28.84
cv0.927
sampleLengths
074
112
291
31
441
513
631
76
837
930
1033
114
121
1335
1456
1560
1620
177
183
1999
207
216
221
238
2454
2529
2663
2710
2826
291
3033
3116
327
3380
3441
3568
3694
376
3866
396
407
413
424
4394
4427
459
4660
477
4875
4911
100.00% Passive voice overuse
Target: ≤2% passive sentences
passiveCount1
totalSentences87
matches
0"was slicked"
1"been carved"
100.00% Past progressive (was/were + -ing) overuse
Target: ≤2% past progressive verbs
pastProgressiveCount2
totalVerbs217
matches
0"was already rehearsing"
1"were drowning"
0.00% Em-dash & semicolon overuse
Target: ≤2% sentences with em-dashes/semicolons
emDashCount18
semicolonCount1
flaggedSentences12
totalSentences113
ratio0.106
matches
0"She was already rehearsing the excuse she'd give Eva for borrowing the flat — something about needing quiet, her own place being too loud, Silas stocking inventory below her bedroom — when she pulled the door open and found Lucien Moreau standing on the landing."
1"And his eyes — one amber, one black, both fixed on her with that quiet, devastating attention he'd always wielded like a weapon — held something she couldn't name."
2"Not a flinch — he didn't flinch, had never flinched in the time she'd known him — but a thinning, a tightening of patience against the wall of her refusal."
3"Together they made her feel seen in a way that terrified her — not looked at, not observed, but seen, down to the crescent scar on her wrist she'd hidden under a long sleeve and the three a.m."
4"The careful composure held — it always held, it was load-bearing — but beneath it, in the architecture of his expression, a wall shifted."
5"About the way abuse doesn't always look like cruelty; sometimes it looks like someone who says they're protecting you while systematically dismantling your ability to protect yourself."
6"She had spent two years unlearning that particular lesson, and Lucien — with his secrets and his omissions and his midnight visits that always came with a price — had come dangerously close to fitting the pattern."
7"But he had also been the one bleeding in the alley afterward, the one who'd taken a blade meant for her ribs, the one who'd said her name — just her name, Rory, nothing else — like it was the only word left in any of his four languages."
8"Lucien followed more slowly, ducking slightly under the doorframe, his gaze sweeping the flat — the towers of books, the scrolls weighted down with coffee mugs, the research notes pinned to every surface with colored thumbtacks."
9"The heat of the curry kitchen below rose through the floorboards, mixing with the papery smell of old books and something else — cedar, she realized."
10"She knew she wasn't, the way she knew the ground was uneven and the books were unstable and the whole fragile structure of the life she'd built in London — the deliveries, the flat above Silas' bar, the careful distance from everything that could hurt her — was balanced on a point that could tip at any moment."
11"She moved past him toward the tiny kitchen, and her sleeve brushed his jacket, and the contact — incidental, accidental, meaningless — sent a current through her that she felt in her teeth."
86.52% Purple prose (modifier overload)
Target: <4% adverbs, <2% -ly adverbs, no adj stacking
wordCount1071
adjectiveStacks1
stackExamples
0"low Marseille-inflected baritone"
adverbCount52
adverbRatio0.04855275443510738
lyAdverbCount16
lyAdverbRatio0.014939309056956116
100.00% Repeated phrase echo
Target: ≤20% sentences with echoes (window: 2)
totalSentences113
echoCount0
echoWords(empty)
100.00% Sentence length variance
Target: CV ≥0.4 for sentence word counts
totalSentences113
mean14.86
std15.45
cv1.04
sampleLengths
029
145
26
36
440
520
629
72
81
93
1019
1119
127
136
1419
1512
166
1736
181
1919
2011
2114
2218
231
244
251
263
2730
282
2938
3018
317
325
3338
3410
3510
3610
377
383
3999
407
416
421
434
444
4510
4644
4714
4815
495
52.51% Sentence opener variety
Target: ≥60% unique sentence openers
consecutiveRepeats14
diversityRatio0.3893805309734513
totalSentences113
uniqueOpeners44
100.00% Adverb-first sentence starts
Target: ≥3% sentences starting with an adverb
adverbCount5
totalSentences75
matches
0"Exactly as she'd tried to"
1"Just her name."
2"Just Rory, spoken in that"
3"Somewhere below, the curry house"
4"Then, quietly, almost to himself:"
ratio0.067
54.67% Pronoun-first sentence starts
Target: ≤30% sentences starting with a pronoun
pronounCount31
totalSentences75
matches
0"She was already rehearsing the"
1"He looked exactly as she"
2"His ivory-handled cane hung from"
3"She gripped the edge of"
4"He tilted his head"
5"she said, before she could"
6"He gave you nothing, and"
7"She hadn't meant for the"
8"he repeated, carefully, as though"
9"She leaned against the doorframe"
10"She stared at him."
11"He shifted his weight, the"
12"He stopped himself"
13"She thought about Evan."
14"She had spent two years"
15"She knew that."
16"She knew it the way"
17"He had kept information from"
18"She stepped back from the"
19"He took it in the"
ratio0.413
80.00% Subject-first sentence starts
Target: ≤72% sentences starting with a subject
subjectCount57
totalSentences75
matches
0"The third deadbolt stuck the"
1"She was already rehearsing the"
2"He looked exactly as she"
3"The charcoal suit was immaculate,"
4"His ivory-handled cane hung from"
5"She gripped the edge of"
6"A ghost of something that"
7"He tilted his head"
8"she said, before she could"
9"He gave you nothing, and"
10"Ptolemy, as if summoned, threaded"
11"The cat seemed to consider"
12"Lucien's mouth thinned."
13"She hadn't meant for the"
14"The amber eye caught the"
15"The black one swallowed it."
16"thoughts she'd never confessed to"
17"he repeated, carefully, as though"
18"She leaned against the doorframe"
19"She stared at him."
ratio0.76
0.00% Subordinate conjunction sentence starts
Target: ≥2% sentences starting with a subordinating conjunction
subConjCount0
totalSentences75
matches(empty)
ratio0
20.41% Technical jargon density
Target: ≤6% sentences with technical-jargon patterns
analyzedSentences35
technicalSentenceCount6
matches
0"The charcoal suit was immaculate, tailored to him like a second skin, and the platinum blond hair was slicked back from his forehead in that precise, almost arc…"
1"Together they made her feel seen in a way that terrified her — not looked at, not observed, but seen, down to the crescent scar on her wrist she'd hidden under …"
2"About the way abuse doesn't always look like cruelty; sometimes it looks like someone who says they're protecting you while systematically dismantling your abil…"
3"Lucien followed more slowly, ducking slightly under the doorframe, his gaze sweeping the flat — the towers of books, the scrolls weighted down with coffee mugs,…"
4"He took it in the way he took in everything: completely, voraciously, as though information were oxygen and he were drowning."
5"They both knew the silence was its own kind of confession, and in Eva's flat above the curry house on Brick Lane, with the deadbolts still undone and a killer s…"
91.67% Useless dialogue additions
Target: ≤5% dialogue tags with trailing filler fragments
totalTags15
uselessAdditionCount1
matches
0"He shifted, the cane swinging slightly"
100.00% Dialogue tag variety (said vs. fancy)
Target: ≤10% fancy dialogue tags
totalTags7
fancyCount2
fancyTags
0"he repeated (repeat)"
1"he observed (observe)"
dialogueSentences42
tagDensity0.167
leniency0.333
rawRatio0.286
effectiveRatio0.095
79.8377%