Run: 2026-09-02-01M1GSAKB0XQJQ79CQEN2GMF1V

Run Details

Duration:
3m 44s
Cost:
$0.036778
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="4416" name="Detective Harlow Quinn" aliases="Quinn, Detective Quinn, Harlow" pronouns="she/her" species="Human" storyRole="Antagonist"> <eyeColor>brown</eyeColor> <hair>closely cropped salt-and-pepper</hair> <height>5'9"</height> <age>41</age> <jawline>sharp jaw</jawline> <watch>worn leather watch on her left wrist</watch> <bearing>military precision</bearing> <description>A Metropolitan Police detective with 18 years of decorated service who suspects the clique is involved in criminal activity.</description> <backstory>She lost her partner, DS Morris, during a case three years ago under unexplained circumstances that had supernatural origins she doesn't yet understand.</backstory> </character> <character id="4414" name="Eva Kowalski" aliases="Eva, Evie" pronouns="she/her" species="Human" storyRole="Best Friend"> <eyeColor>green</eyeColor> <hair>curly red</hair> <height>5'4"</height> <age>26</age> <glasses>round glasses</glasses> <satchel>worn leather satchel full of books</satchel> <freckles>freckled complexion</freckles> <nervousHabit>tucking hair behind her left ear</nervousHabit> <description>Aurora's childhood friend and an occult researcher.</description> <backstory>Moved to London two years before Aurora and works as a research assistant at the British Museum's restricted archives. She holds a master's degree in Ancient History from Oxford.</backstory> </character> <location id="856" name="The Veil Market" aliases="Veil Market, the Market, underground market" realm="Earth"> <currentLocation>abandoned Tube station beneath Camden</currentLocation> <entryRequirement>bone token</entryRequirement> <schedule>moves locations every full moon</schedule> <description>A hidden supernatural black market that sells enchanted goods, banned alchemical substances, and information.</description> </location> <item id="2004" name="Veil Compass" aliases="the Compass, shadow compass" type="Tool" origin="The Veil Market"> <casingMaterial>small brass compass</casingMaterial> <faceMarkings>face etched with protective sigils</faceMarkings> <needle>points toward the nearest supernatural rift or portal</needle> <patina>casing has a patina of verdigris</patina> <creator>crafted by a Shade artisan</creator> <description>A compass attuned to supernatural energy.</description> </item> </codex> Write a fully fleshed out scene of at least 1000 words in the mystery genre. A detective arrives at a crime scene in an unusual location. Something is wrong — the evidence doesn't add up. A colleague is present, offering a different interpretation. Through careful observation and deduction, the detective begins to see what others have missed. 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 chain on the gate had rusted into a single piece of sculpture, and the two urban explorers who'd found the body had needed bolt cutters and the better part of twenty minutes to get through it. Harlow Quinn noted that first, because it was the kind of detail that behaved. Ninety-three steps down. She counted them out of habit, the way she'd counted them out of discipline once — stairs, exits, sightlines — and the cold came up to meet her like water filling a lock. By the time she reached the platform, her breath was showing. Hex lights on tripods threw the old station into sharp relief: cream tiles gone the color of old nicotine, the roundel painted over until only its ghost survived, the tracks still in place under a gray snow of dust that had been settling, undisturbed, for half a century. The dead man lay at the center of the platform, arms nearly at his sides, laid out straighter than dying men usually managed. Camel coat, good cloth gone shiny at the cuffs. Shirt buttoned to the collar, no tie. Fifty-odd, gray-faced, eyes wide, mouth open on the first syllable of a word he never finished. "Morning, boss." DS Marcus Okafor stood at the platform edge with a torch he didn't need, holding it the way nervous men hold things. "Male, fifties, no ID. Doc can't find a wound on him. My money's on a dump. There's a maintenance door two hundred meters down the line — Watts is checking it now." "His shoes are filthy," Quinn said. "Sorry?" "And the stairs are filthy, and the platform's filthy." She crouched at the foot of the staircase, where the dust lay thick as ash. A single line of footprints crossed it, heading out onto the platform. One set. "He walked in, Marcus. Nobody carried him." "Then whoever did for him walked out clever. Wiped up after." She followed the prints. They were easy to read, and they got easier the further they went, because the stride lengthened, the toe-strikes deepened, the heels stopped printing at all. "He wasn't walking to meet someone," she said. "He was running from something." The last footprint sat a meter and a half from the body. Beyond it, nothing. No scuff, no skid, no mark where a diving man should have landed hard enough to leave half himself on the tiles. Just clean dust, and the dead man beyond it, arranged neat as a coffin occupant. "He dived," Okafor offered. "Panic. People do." "Diving men land messy." She leaned close without touching. The tiles around his head were freckled with something the lights picked out as tiny crystalline dots. She'd seen it before, on gym floors and in interrogation rooms. Dried sweat. He'd been drenched. "He sweated, Marcus. Buckets. That's recent. That's alive." Dr. Ferreira knelt across the body from her, thermometer in hand and puzzlement on her face. "Then you can explain him to me, Detective, because his core temperature says he's been in a chiller cabinet. That cold doesn't happen in still air, not in hours, not in days. But the rigor's fixed, lividity's fixed, and the eyes — the eyes say this morning." She sat back on her heels. "He's colder than the room. In eighteen years I've never written that in a report." Quinn let that sit. Cold that flowed instead of pooling. She filed it next to the footprints that stopped short. His right hand was the worst of it. The fingers were curled into a loose circle, frozen mid-grip around nothing — a grip too small and too round for a wallet. In his breast pocket, the SOCOs found a leather cord strung with seven small discs of carved bone, each one different, each one marked with sigils cut fine and certain, the kind of precision no High Street engraver managed. The cord had an eighth loop, empty, its end severed clean. One disc cut away. Seven left behind. "Worry beads," Okafor said. "Or collector's bits. Pawn shop stuff." "With a blade, one bead removed and seven left? You rob a man, you take the lot. You man a door, you take his pass." She looked down the platform. "Somebody took his ticket." In the dust a meter past the dead man's outstretched fingers lay a small brass compass, its casing furred green with verdigris, its face etched with more of those cut-precise sigils. She lifted it with two gloved fingers. The needle swung — smooth, unhurried — and settled, pointing down the platform toward the tunnel mouth. She turned a slow circle. The needle turned with her, patient as a compass rose, and settled again on the same bearing. Her phone, flat on her palm, read north without complaint. "It's broken," Okafor said. "Broken needles stick or lie still. This one tracks." She held it out flat and walked the platform, and the needle held its line like a dog on a lead. It ended, when she ended, at the bricked-up arch of the tunnel mouth. Newer mortar, pale seams in old brick. She put her wrist close to it. Cool air moved against her skin, faint but steady, breathing out of a tunnel that had been sealed since 1968. The hairs on her forearm lifted. "Ventilation," Okafor said, arriving behind her. "Old system, still draughty." "The file on this station says sealed. I read it in the car." Her torch climbed the wall above the arch and stopped. A chalked sigil, half rubbed out — the same mark that was cut into the compass face, the same mark as the largest bone token. And beneath the fresh ghost of it, fainter ghosts. Drawn, wiped, drawn again. She counted four iterations, maybe five, layered like drowned cities. "This isn't one night, Marcus. This is weeks of the same hand, doing the same job. Somebody maintains this station." "Kids squat here. They keep it tidy." She swept the beam along the platform, and this was the thing she'd been circling since the stairs: a swath two meters wide ran from the foot of the staircase to the bricked arch, swept clean, the dust ridged up at its edges in tidy parallel lines like a tide mark. Broom lines. No bedding, no food wrappers, no needles, no smell of human habitation, no candles, no heat source. And Watts had reported from down the line that every bait station was untouched — a London tunnel with no rats in it, the vermin giving the platform the wide berth of something that knew better. "Kids don't sweep, Marcus. Squatters don't sweep. Nobody sweeps an abandoned station every week unless the station isn't abandoned." She heard her own voice drop. "He came down here with a guide that points at that wall, and a cord of passes around his neck. He ran. He stopped printing footprints a meter and a half before he fell. And somebody took one pass off a dead man and left the antique brass and the bone work behind, because you can't pawn what opens a door." Okafor looked at her the way colleagues had learned to look at her over three years, since Morris, since the night nobody had ever satisfactorily explained. "You're saying a wall." "I'm saying evidence." But her thumb had found the cracked leather of her watch strap and was rubbing it without permission, because the chalked sigil was doing something to the back of her mind. She'd seen it. Not in a textbook — in the margins of Morris's notebook, the one recovered from his car, doodled small and repeated like a man testing a signature. She'd flicked past it a hundred times and filed it under nothing. It wasn't nothing. "Ferreira," she called, without turning. "Bag the compass, the cord, and the chalk stubs. Full photo run on that arch — every brick, every mark, before anyone breathes near it. And I want the gate welded, not chained, and a uniform on the stairs until I say otherwise." "That needle's still doing it," Ferreira said quietly, tilting the evidence bag. Inside the plastic, the compass needle strained toward the bricked arch, quivering, patient, certain, a compass that had never once in its life pointed north. Quinn took out her notebook and copied the sigil in three careful strokes, matching the chalk exactly. Beneath it she wrote the date, the station, the words no witnesses, one set of prints, colder than the room — and then, after a moment, an old case number she hadn't written out by hand in three years. The cold breathing out of the wall touched the back of her neck, and she did not step away from it.
created_at"2026-09-02T10:06:09.77Z" 9/2/2026, 10:06:09 AM
model"z-ai/glm-5.3-20260816"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency2504
moderation_latency(null)
generation_time223519
tokens_prompt896
tokens_completion9096
native_tokens_prompt849
native_tokens_completion8304
native_tokens_completion_images(null)
native_tokens_reasoning6417
native_tokens_cached832
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)
usage0.03677772
router(null)
user_agent"langchainjs-openai/1.0.0 ((node/v24.19.0; linux; x64))"
http_referer(null)
request_id"req-1788343569-ivDrWXJMeKi6jfzySH2l"
session_id(null)
preset_id(null)
api_type"completions"
id"gen-1788343569-MT6srnLlJsZoeRNKwwmY"
upstream_id"20260902180609ae8d56e0369e4dca"
provider_responses
0
endpoint_id"db975786-e7f6-4838-9e56-3e0b77f1bdc2"
id"20260902180609ae8d56e0369e4dca"
is_byokfalse
latency2504
model_permaslug"z-ai/glm-5.3-20260816"
provider_name"Z.AI"
status200
total_cost0.03677772
cache_discount0.00094848
upstream_inference_cost0
provider_name"Z.AI"
response_cache_source_id(null)
data_region"global"
workspace_id"97e315e5-d303-487d-83c1-83180e8a13d4"

Evaluation details

Result Evaluator Details Meta Data
82.35% Adverbs in dialogue tags
Target: ≤10% dialogue tags with adverbs
totalTags17
adverbTagCount2
adverbTags
0"She sat back [back]"
1"Ferreira said quietly [quietly]"
dialogueSentences33
tagDensity0.515
leniency1
rawRatio0.118
effectiveRatio0.118
100.00% AI-ism adverb frequency
Target: <2% AI-ism adverbs (58 tracked)
wordCount1441
totalAiIsmAdverbs0
found(empty)
highlights(empty)
80.00% AI-ism character names
Target: 0 AI-default names (17 tracked, −20% each)
codexExemptions(empty)
found
0"Marcus"
100.00% AI-ism location names
Target: 0 AI-default location names (33 tracked, −20% each)
codexExemptions(empty)
found(empty)
82.65% AI-ism word frequency
Target: <2% AI-ism words (290 tracked)
wordCount1441
totalAiIsms5
found
0
word"crystalline"
count1
1
word"pawn"
count2
2
word"etched"
count1
3
word"flicked"
count1
highlights
0"crystalline"
1"pawn"
2"etched"
3"flicked"
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
narrationSentences78
matches(empty)
100.00% Filter word density
Target: ≤3% sentences with filter/hedge words
filterCount1
hedgeCount0
narrationSentences78
filterMatches
0"watch"
hedgeMatches(empty)
100.00% Gibberish response detection
Target: ≤1% gibberish-like sentences (hard fail if a sentence exceeds 800 words)
analyzedSentences94
gibberishSentences0
adjustedGibberishSentences0
longSentenceCount0
runOnParagraphCount0
giantParagraphCount0
wordSaladCount0
repetitionLoopCount0
controlTokenCount0
repeatedSegmentCount0
maxSentenceWordsSeen61
ratio0
matches(empty)
100.00% Markdown formatting overuse
Target: ≤5% words in markdown formatting
markdownSpans0
markdownWords0
totalWords1453
ratio0
matches(empty)
100.00% Missing dialogue indicators (quotation marks)
Target: ≤10% speech attributions without quotation marks
totalAttributions13
unquotedAttributions0
matches(empty)
100.00% Name drop frequency
Target: ≤1.0 per-name mentions per 100 words
totalMentions19
wordCount1068
uniqueNames9
maxNameDensity0.56
worstName"Okafor"
maxWindowNameDensity1.5
worstWindowName"Okafor"
discoveredNames
Quinn4
Marcus1
Okafor6
High1
Street1
Watts1
London1
Morris2
Ferreira2
persons
0"Quinn"
1"Marcus"
2"Okafor"
3"Watts"
4"Morris"
5"Ferreira"
places
0"High"
1"Street"
2"London"
globalScore1
windowScore1
100.00% Narrator intent-glossing
Target: ≤2% narration sentences with intent-glossing patterns
analyzedSentences54
glossingSentenceCount0
matches(empty)
100.00% "Not X but Y" pattern overuse
Target: ≤1 "not X but Y" per 1000 words
totalMatches0
per1kWords0
wordCount1453
matches(empty)
100.00% Overuse of "that" (subordinate clause padding)
Target: ≤2% sentences with "that" clauses
thatCount1
totalSentences94
matches
0"let that sit"
100.00% Paragraph length variance
Target: CV ≥0.5 for paragraph word counts
totalParagraphs32
mean45.41
std32.12
cv0.707
sampleLengths
051
195
255
356
46
51
645
711
843
952
107
1150
1284
1320
1488
1510
1634
1787
184
1983
2010
2191
227
23106
2486
2530
2676
273
2848
2937
3056
3121
82.77% Passive voice overuse
Target: ≤2% passive sentences
passiveCount5
totalSentences78
matches
0"were freckled"
1"been drenched"
2"were curled"
3"been sealed"
4"was untouched "
78.79% Past progressive (was/were + -ing) overuse
Target: ≤2% past progressive verbs
pastProgressiveCount3
totalVerbs165
matches
0"was showing"
1"was rubbing"
2"was doing"
0.00% Em-dash & semicolon overuse
Target: ≤2% sentences with em-dashes/semicolons
emDashCount9
semicolonCount0
flaggedSentences7
totalSentences94
ratio0.074
matches
0"She counted them out of habit, the way she'd counted them out of discipline once — stairs, exits, sightlines — and the cold came up to meet her like water filling a lock."
1"The fingers were curled into a loose circle, frozen mid-grip around nothing — a grip too small and too round for a wallet."
2"The needle swung — smooth, unhurried — and settled, pointing down the platform toward the tunnel mouth."
3"A chalked sigil, half rubbed out — the same mark that was cut into the compass face, the same mark as the largest bone token."
4"And Watts had reported from down the line that every bait station was untouched — a London tunnel with no rats in it, the vermin giving the platform the wide berth of something that knew better."
5"Not in a textbook — in the margins of Morris's notebook, the one recovered from his car, doodled small and repeated like a man testing a signature."
6"Beneath it she wrote the date, the station, the words no witnesses, one set of prints, colder than the room — and then, after a moment, an old case number she hadn't written out by hand in three years."
100.00% Purple prose (modifier overload)
Target: <4% adverbs, <2% -ly adverbs, no adj stacking
wordCount1066
adjectiveStacks0
stackExamples(empty)
adverbCount25
adverbRatio0.02345215759849906
lyAdverbCount6
lyAdverbRatio0.005628517823639775
100.00% Repeated phrase echo
Target: ≤20% sentences with echoes (window: 2)
totalSentences94
echoCount0
echoWords(empty)
100.00% Sentence length variance
Target: CV ≥0.4 for sentence word counts
totalSentences94
mean15.46
std13.17
cv0.852
sampleLengths
037
114
23
333
411
548
623
79
87
916
1024
1132
126
131
1424
1512
162
177
1811
194
2026
218
225
2312
243
2522
2615
274
283
299
3017
3111
322
333
348
351
3615
3753
3815
394
406
4110
428
4323
4439
4511
464
473
484
496
93.62% Sentence opener variety
Target: ≥60% unique sentence openers
consecutiveRepeats2
diversityRatio0.574468085106383
totalSentences94
uniqueOpeners54
48.31% Adverb-first sentence starts
Target: ≥3% sentences starting with an adverb
adverbCount1
totalSentences69
matches
0"Just clean dust, and the"
ratio0.014
75.07% Pronoun-first sentence starts
Target: ≤30% sentences starting with a pronoun
pronounCount25
totalSentences69
matches
0"She counted them out of"
1"She crouched at the foot"
2"She followed the prints."
3"They were easy to read,"
4"She leaned close without touching"
5"She'd seen it before, on"
6"He'd been drenched."
7"She sat back on her"
8"She filed it next to"
9"His right hand was the"
10"She looked down the platform"
11"She lifted it with two"
12"She turned a slow circle."
13"Her phone, flat on her"
14"She held it out flat"
15"It ended, when she ended,"
16"She put her wrist close"
17"Her torch climbed the wall"
18"She counted four iterations, maybe"
19"She swept the beam along"
ratio0.362
100.00% Subject-first sentence starts
Target: ≤72% sentences starting with a subject
subjectCount48
totalSentences69
matches
0"The chain on the gate"
1"Harlow Quinn noted that first,"
2"She counted them out of"
3"Hex lights on tripods threw"
4"The dead man lay at"
5"Camel coat, good cloth gone"
6"Shirt buttoned to the collar,"
7"DS Marcus Okafor stood at"
8"She crouched at the foot"
9"A single line of footprints"
10"She followed the prints."
11"They were easy to read,"
12"The last footprint sat a"
13"She leaned close without touching"
14"The tiles around his head"
15"She'd seen it before, on"
16"He'd been drenched."
17"Ferreira knelt across the body"
18"She sat back on her"
19"Quinn let that sit."
ratio0.696
72.46% Subordinate conjunction sentence starts
Target: ≥2% sentences starting with a subordinating conjunction
subConjCount1
totalSentences69
matches
0"By the time she reached"
ratio0.014
46.33% Technical jargon density
Target: ≤6% sentences with technical-jargon patterns
analyzedSentences37
technicalSentenceCount5
matches
0"The chain on the gate had rusted into a single piece of sculpture, and the two urban explorers who'd found the body had needed bolt cutters and the better part …"
1"Hex lights on tripods threw the old station into sharp relief: cream tiles gone the color of old nicotine, the roundel painted over until only its ghost survive…"
2"Cool air moved against her skin, faint but steady, breathing out of a tunnel that had been sealed since 1968."
3"And Watts had reported from down the line that every bait station was untouched — a London tunnel with no rats in it, the vermin giving the platform the wide be…"
4"Inside the plastic, the compass needle strained toward the bricked arch, quivering, patient, certain, a compass that had never once in its life pointed north."
66.18% Useless dialogue additions
Target: ≤5% dialogue tags with trailing filler fragments
totalTags17
uselessAdditionCount2
matches
0"She held, and the needle held its line like a dog on a lead"
1"she called, without turning"
100.00% Dialogue tag variety (said vs. fancy)
Target: ≤10% fancy dialogue tags
totalTags7
fancyCount0
fancyTags(empty)
dialogueSentences33
tagDensity0.212
leniency0.424
rawRatio0
effectiveRatio0
86.9511%