Run: 2026-03-15-01KKS2T11AG1303S6B65F05FW7

Run Details

Duration:
34.5s
Cost:
$0.007053
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 first deadbolt slid back with a heavy thunk. Then the second. By the time the third turned, Rory already knew who was standing in the stairwell. She could feel it the way you felt a storm rolling in over Cardiff Bay, that particular pressure against the chest. She pulled open the door and there he was, exactly as she'd been trying not to picture for three weeks. Lucien Moreau leaned against the doorframe with one shoulder, his ivory-handled cane hooked over his wrist. The charcoal suit was immaculate, as always, the platinum hair slicked back from his face in that way that made his cheekbones look carved from something expensive. One amber eye. One black. Both fixed on her with an intensity that made her stomach clench. "Rory." Just her name. Nothing else. No preamble, no excuse for showing up at Eva's flat at half past ten on a Tuesday night. The audacity of him made her grip the door edge hard enough to hurt. "Eva's not here." "I know. I didn't come for Eva." The curry house downstairs was still running, and the smell of cumin and garam masala drifted up through the floorboards, mingling with the cold damp of November London. Somewhere behind her, Ptolemy meowed from his perch on a stack of medieval tax records. Rory stared at Lucien's left eye, the amber one, because the black one still unsettled her if she looked at it too long. Not because of what he was. Because of what that eye meant when he looked at her, like he could see straight through to the parts of herself she kept locked down. "You can't just turn up here," she said. "I did, though." "I'm noticing that." He smiled, just barely, a crease at the corner of his mouth. He'd done that the first night they met, at Silas's bar, when she'd been two drinks into a bad evening and he'd asked her something in French that she'd later learned was deeply inappropriate. She should have walked away then. She hadn't. "Are you going to invite me in, or should we have this conversation in the stairwell where Mrs. Kaur can hear everything?" Rory glanced over her shoulder at the flat. Books everywhere. Scrolls spread across Eva's tiny kitchen table. Her own jacket thrown over the back of a chair because she'd been using Eva's place as a bolthole for the past week, ever since things with Evan had escalated from texts to showing up at Golden Empress while she was stacking takeout boxes. She stepped back. Lucien entered. He'd been here before. Twice. The first time Eva had been present, typing furiously at her laptop while Lucien and Rory sat on opposite ends of the sofa and pretended they were just discussing information broker rates. The second time Eva had not been present, and neither of them had discussed anything at all. Ptolemy wound between Lucien's ankles, and he reached down to scratch behind the tabby's ears with a gentleness that didn't match the rest of him. Rory watched his long fingers move through orange fur and remembered those fingers on her jaw, her collarbone, the small of her back. She crossed her arms. "Say what you came to say." Lucien straightened, his gaze moving slowly around the flat as though cataloguing changes since his last visit. The new stack of research notes by the window. The extra mug on the counter. The fact that Rory's delivery rucksack sat in the corner, stuffed with her clothes. "You're staying here now." "Eva offered." "Eva offered because you don't feel safe in your own flat." It wasn't a question. His jaw tightened, a flicker of something dark passing through the amber eye. "You didn't tell me." "We're not telling each other things anymore, Lucien. That was the point of the point." "The point," he repeated. He set the cane against the wall with a soft click. "Is that what you think happened between us? A point being made?" "I think you told me what you are and then I made a decision. That's usually how decisions work." "A decision." He took a step closer. The flat was so small it only took two steps to bring him within arm's reach. She could smell him now, sandalwood and something underneath it that was warmer, almost metallic, something that wasn't entirely human. "You made a decision. You didn't ask me a single question. You didn't give me a chance to explain what it meant, what I am, what I'm not. You just left." "I walked out of Silas's bar and took the Tube home. That's not exactly a dramatic exit." "It felt dramatic." The admission hung between them. Lucien Moreau, who negotiated with vampires and brokered deals with things that had no names, who spoke four languages and always knew exactly what to say, looked at her like she'd cracked him open. Rory's arms tightened across her chest. She could feel the small scar on her left wrist pressing against her ribcage, a memory from a different life, a different kind of hurt. This was different. This was worse, somehow, because she'd walked into it with her eyes open and still managed to get tangled. "You should have told me earlier," she said quietly. "Not after. Not when I was already—" "When you were already what?" She looked at him. At the impossible contrast of his eyes, one full of light and one swallowing it. At the way his suit jacket sat perfectly on his shoulders, hiding whatever else lived in his blood. At his mouth, which had kissed her like she was something worth being careful with. "It doesn't matter." "It matters to me." "Why?" The word came out sharper than she intended. "Why does it matter to you, Lucien? You've been doing this for how long? Twelve years in London, playing all sides, knowing everyone's secrets. I'm a delivery driver who dropped out of law school. I'm not—" He moved. Fast, the way he sometimes did when he forgot to pretend to be human, and then his hand was on her arm, not gripping, just resting there, warm through her sleeve. "You're not what? Important? You think I track down every person who's being harassed by their ex? You think I spent six weeks ingratiating myself with Silas just to get close to some random woman who spills curry sauce on her jacket?" Rory blinked. "How did you know about the curry sauce?" "I know everything about you." His thumb moved, just slightly, against the inside of her wrist. "I know you bite your lip when you're working through a problem. I know you hum Welsh hymns when you think no one's listening. I know your father calls every Sunday and you let it ring through to voicemail because you don't want him to hear how tired you are. I know you have a scar on your wrist from when you were seven and fell off a garden wall in Roath." Her throat closed. "I didn't tell you what I am because I was afraid," he said. "I've never been afraid of anything. Not in Avaros, not in Marseille, not in any of the messes I've cleaned up in this city. But I was afraid of you looking at me the way you looked at me that night in the bar when I told you. Like I was something dangerous." "You are something dangerous." "I'm dangerous to the people who hurt you. I'm not dangerous to you. I will never be dangerous to you." Ptolemy jumped onto the table and knocked a stack of papers to the floor. Neither of them moved. Rory could feel her pulse under his thumb. She could feel the warmth of him, the impossible steadiness of a body that was only half mortal. She thought about Evan's fists and Evan's voice and the way her flat had started to feel like a trap. She thought about Lucien showing up at Golden Empress two days after she'd walked out, ordering dumplings he didn't eat, just sitting in the corner booth watching the door. "You shouldn't have come here," she said, but her voice had lost its edge. "Probably not." His thumb traced the crescent scar on her wrist, featherlight. "I'm not good at doing the things I should do." "That's a terrible excuse." "I know." She should pull away. She should remember every reason this was complicated, every reason walking away had been the right call, every smart, rational, cool-headed thought she'd had over the past three weeks while she lay in Eva's spare bed and stared at the ceiling. Instead she leaned forward, just slightly, just enough that her forehead nearly touched his chin. "If you're lying to me," she said, "I'll find out. I'm good at finding things out." "I know you are." "I mean it, Lucien." He tilted her chin up with two fingers. His amber eye caught the lamplight. His black eye swallowed it. "I know you do," he said, and kissed her.
created_at"2026-03-15T15:46:02.421Z" 3/15/2026, 3:46:02 PM
model"z-ai/glm-5-turbo-20260315"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency1898
moderation_latency(null)
generation_time34381
tokens_prompt808
tokens_completion2485
native_tokens_prompt759
native_tokens_completion2158
native_tokens_completion_images(null)
native_tokens_reasoning254
native_tokens_cached757
num_media_prompt(null)
num_input_audio_prompt(null)
num_media_completion0
num_search_results(null)
origin"https://ncbench.com/"
is_byokfalse
finish_reason"stop"
native_finish_reason"stop"
usage0.007052864
router(null)
provider_responses
0
endpoint_id"9ce3b132-3a17-4fea-8092-0e8e519ed32b"
id"20260315234602f759e6bbee244780"
is_byokfalse
latency1898
model_permaslug"z-ai/glm-5-turbo-20260315"
provider_name"Z.AI"
status200
user_agent"langchainjs-openai/1.0.0 ((node/v24.14.0; linux; x64))"
http_referer(null)
api_type"completions"
id"gen-1773589562-tTXbud8GZpXiAPZFiSuU"
upstream_id"20260315234602f759e6bbee244780"
total_cost0.007052864
cache_discount0.00072672
upstream_inference_cost0
provider_name"Z.AI"

Evaluation details

Result Evaluator Details Meta Data
100.00% Adverbs in dialogue tags
Target: ≤10% dialogue tags with adverbs
totalTags11
adverbTagCount2
adverbTags
0"she said quietly [quietly]"
1"His thumb moved just [just]"
dialogueSentences44
tagDensity0.25
leniency0.5
rawRatio0.182
effectiveRatio0.091
86.76% AI-ism adverb frequency
Target: <2% AI-ism adverbs (58 tracked)
wordCount1511
totalAiIsmAdverbs4
found
0
adverb"slowly"
count1
1
adverb"perfectly"
count1
2
adverb"slightly"
count2
highlights
0"slowly"
1"perfectly"
2"slightly"
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)
63.60% AI-ism word frequency
Target: <2% AI-ism words (290 tracked)
wordCount1511
totalAiIsms11
found
0
word"could feel"
count4
1
word"intensity"
count1
2
word"stomach"
count1
3
word"unsettled"
count1
4
word"flicker"
count1
5
word"pulse"
count1
6
word"warmth"
count1
7
word"traced"
count1
highlights
0"could feel"
1"intensity"
2"stomach"
3"unsettled"
4"flicker"
5"pulse"
6"warmth"
7"traced"
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
narrationSentences82
matches(empty)
73.17% Filter word density
Target: ≤3% sentences with filter/hedge words
filterCount1
hedgeCount3
narrationSentences82
filterMatches
0"look"
hedgeMatches
0"managed to"
1"tend to"
2"started to"
100.00% Gibberish response detection
Target: ≤1% gibberish-like sentences (hard fail if a sentence exceeds 800 words)
analyzedSentences114
gibberishSentences0
adjustedGibberishSentences0
longSentenceCount0
runOnParagraphCount0
giantParagraphCount0
wordSaladCount0
repetitionLoopCount0
controlTokenCount0
maxSentenceWordsSeen72
ratio0
matches(empty)
100.00% Markdown formatting overuse
Target: ≤5% words in markdown formatting
markdownSpans0
markdownWords0
totalWords1511
ratio0
matches(empty)
100.00% Missing dialogue indicators (quotation marks)
Target: ≤10% speech attributions without quotation marks
totalAttributions17
unquotedAttributions0
matches(empty)
100.00% Name drop frequency
Target: ≤1.0 per-name mentions per 100 words
totalMentions42
wordCount1012
uniqueNames15
maxNameDensity0.89
worstName"Rory"
maxWindowNameDensity2
worstWindowName"Eva"
discoveredNames
Rory9
Cardiff1
Bay1
Moreau2
Eva6
Tuesday1
November1
London1
Ptolemy3
Lucien8
Silas1
French1
Evan3
Golden2
Empress2
persons
0"Rory"
1"Moreau"
2"Eva"
3"Ptolemy"
4"Lucien"
5"Silas"
6"Evan"
places
0"Cardiff"
1"Bay"
2"London"
3"French"
4"Golden"
globalScore1
windowScore1
100.00% Narrator intent-glossing
Target: ≤2% narration sentences with intent-glossing patterns
analyzedSentences53
glossingSentenceCount1
matches
0"as though cataloguing changes since his last visit"
100.00% "Not X but Y" pattern overuse
Target: ≤1 "not X but Y" per 1000 words
totalMatches0
per1kWords0
wordCount1511
matches(empty)
100.00% Overuse of "that" (subordinate clause padding)
Target: ≤2% sentences with "that" clauses
thatCount0
totalSentences114
matches(empty)
100.00% Paragraph length variance
Target: CV ≥0.5 for paragraph word counts
totalParagraphs58
mean26.05
std22.94
cv0.88
sampleLengths
048
120
260
31
437
53
67
743
855
98
103
113
1254
1322
1461
155
1654
1748
1810
1946
204
212
2232
2315
2427
2519
2674
2717
283
2939
3053
3116
325
3352
343
354
3645
3733
3842
3910
4088
413
4266
434
4420
4518
4675
4714
4822
494
96.71% Passive voice overuse
Target: ≤2% passive sentences
passiveCount2
totalSentences82
matches
0"get tangled"
1"was complicated"
41.27% Past progressive (was/were + -ing) overuse
Target: ≤2% past progressive verbs
pastProgressiveCount4
totalVerbs168
matches
0"was standing"
1"was still running"
2"was stacking"
3"were just discussing"
100.00% Em-dash & semicolon overuse
Target: ≤2% sentences with em-dashes/semicolons
emDashCount0
semicolonCount0
flaggedSentences0
totalSentences114
ratio0
matches(empty)
95.31% Purple prose (modifier overload)
Target: <4% adverbs, <2% -ly adverbs, no adj stacking
wordCount1014
adjectiveStacks0
stackExamples(empty)
adverbCount46
adverbRatio0.045364891518737675
lyAdverbCount14
lyAdverbRatio0.013806706114398421
100.00% Repeated phrase echo
Target: ≤20% sentences with echoes (window: 2)
totalSentences114
echoCount0
echoWords(empty)
100.00% Sentence length variance
Target: CV ≥0.4 for sentence word counts
totalSentences114
mean13.25
std11.99
cv0.905
sampleLengths
09
13
215
321
420
516
627
73
82
912
101
113
122
1318
1414
153
167
1728
1815
1923
206
2126
228
233
243
2512
2634
276
282
2922
308
312
327
3344
343
352
364
371
3832
3917
4025
4123
424
436
4417
459
466
4714
484
492
41.52% Sentence opener variety
Target: ≥60% unique sentence openers
consecutiveRepeats21
diversityRatio0.35964912280701755
totalSentences114
uniqueOpeners41
100.00% Adverb-first sentence starts
Target: ≥3% sentences starting with an adverb
adverbCount4
totalSentences70
matches
0"Then the second."
1"Just her name."
2"Somewhere behind her, Ptolemy meowed"
3"Instead she leaned forward, just"
ratio0.057
48.57% Pronoun-first sentence starts
Target: ≤30% sentences starting with a pronoun
pronounCount30
totalSentences70
matches
0"She could feel it the"
1"She pulled open the door"
2"He smiled, just barely, a"
3"He'd done that the first"
4"She should have walked away"
5"Her own jacket thrown over"
6"She stepped back."
7"He'd been here before."
8"She crossed her arms."
9"It wasn't a question"
10"His jaw tightened, a flicker"
11"He set the cane against"
12"He took a step closer"
13"She could smell him now,"
14"She could feel the small"
15"she said quietly"
16"She looked at him."
17"His thumb moved, just slightly,"
18"Her throat closed."
19"She could feel the warmth"
ratio0.429
52.86% Subject-first sentence starts
Target: ≤72% sentences starting with a subject
subjectCount57
totalSentences70
matches
0"The first deadbolt slid back"
1"She could feel it the"
2"She pulled open the door"
3"Lucien Moreau leaned against the"
4"The charcoal suit was immaculate,"
5"Both fixed on her with"
6"The audacity of him made"
7"The curry house downstairs was"
8"Rory stared at Lucien's left"
9"He smiled, just barely, a"
10"He'd done that the first"
11"She should have walked away"
12"Rory glanced over her shoulder"
13"Scrolls spread across Eva's tiny"
14"Her own jacket thrown over"
15"She stepped back."
16"He'd been here before."
17"The first time Eva had"
18"The second time Eva had"
19"Ptolemy wound between Lucien's ankles,"
ratio0.814
100.00% Subordinate conjunction sentence starts
Target: ≥2% sentences starting with a subordinating conjunction
subConjCount2
totalSentences70
matches
0"By the time the third"
1"Because of what that eye"
ratio0.029
86.47% Technical jargon density
Target: ≤6% sentences with technical-jargon patterns
analyzedSentences38
technicalSentenceCount3
matches
0"The charcoal suit was immaculate, as always, the platinum hair slicked back from his face in that way that made his cheekbones look carved from something expens…"
1"Lucien straightened, his gaze moving slowly around the flat as though cataloguing changes since his last visit."
2"She could smell him now, sandalwood and something underneath it that was warmer, almost metallic, something that wasn't entirely human."
79.55% Useless dialogue additions
Target: ≤5% dialogue tags with trailing filler fragments
totalTags11
uselessAdditionCount1
matches
0"she said, but her voice had lost its edge"
100.00% Dialogue tag variety (said vs. fancy)
Target: ≤10% fancy dialogue tags
totalTags7
fancyCount1
fancyTags
0"he repeated (repeat)"
dialogueSentences44
tagDensity0.159
leniency0.318
rawRatio0.143
effectiveRatio0.045
88.8592%