Run: 2026-09-02-01M1GQFHFJ2H90GXVP7V9VDYT5

Run Details

Duration:
8m 58s
Cost:
$0.077951
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 heat broke at the top of the stairs. Above Camden, June had the city by the throat — shirt-sleeved crowds, ice dying in paper cups, a busker's amp thudding through a propped door — but when the fire crew hauled the steel door back on the disused service stair, cold came up out of the ground like something long held and finally exhaled. Detective Inspector Harlow Quinn stood in it and let it climb her sleeves. Nine forty-two, by the cracked leather watch on her left wrist. She noted the time the way she'd noted every time for eighteen years, in case it ever mattered. The station had no name anymore. A spur off the Northern line, shuttered in the thirties, bricked away from the running tunnels on either side until London seemed to forget it owned the dark down here at all. The cable surveyors who'd found the body at ten past six had needed a seventy-year-old key and a set of bolt cutters to get in. DS Okafor was crouched at the platform edge, torch on, loath to touch anything until the photographers were done. He stood when he heard her boots, and his face wore the expression of a man who'd already written his report in his head and wanted a signature. "Even sorted, boss. Trespasser. They come down the vents with their phones out, one slip on the platform edge — except he's been stabbed, so let's say he caught a squatter's knife. Either way it's a ten-minute file." Quinn didn't answer. She circled the body first. Always the circle. The man lay on his back in the cone of a work light, arms at his sides, coat buttoned to the collar. Mid-forties, good coat, brown oxfords polished that morning. He was tidy. Dead men sprawled; dead men who'd fought, tangled. This one had been arranged, the way window mannequins are arranged. The wound was under his left ribs, narrow, clean — a thin blade, angled up. And that was the first wrong thing, because men stabbed where they lie leave lakes. This one had left a smear. "Ravel's on her way up," Okafor said. "She says livor's all backwards. Purple's fixed across his chest and face, but he's on his back, so it should be in his shoulder blades. He lay face-down somewhere for a couple of hours before somebody flipped him." "He's cold," Quinn said. She hadn't touched him. She could feel it from a foot away, a cold coming off the body like an open freezer. "Cold's the tunnel, boss. These places breathe. Cold sinks." She crouched. His palms were unmarked. No grit, no scrapes, nails clean and trimmed. There was no torch anywhere on him, no headlamp, no phone. The soles of his shoes were fine leather, and in the grey dust of the platform they printed like engravings — a trail beginning at the north end of the platform and running south, stride even, unhurried. "Where do his feet start?" she asked. Okafor swung his torch. The prints appeared at the very end of the platform, beside a rusted bench, as if the man had stepped down from a train that hadn't run since before the war. Behind them, toward the stairs, only the muddy treads of surveyors and SOCOs. "He came in some other way," Okafor said. "Kids find a dozen ways in." "The vents are bolted. The bolts are rusted whole. The gate at the bottom of the stairs has a chain on it that hasn't been opened since the Jubilee." She rose. "And there's no dust on his hands, Dan. He didn't climb. He walked out of nothing, in good shoes, with no light, into a station with no lights." She followed the prints south, past the body, to where the platform ended and the tunnel took over. The work lights ended with it. Beyond, the dark didn't sit like absence; it stood, like water against glass. Thirty yards in, the prints stopped mattering, because the drag marks began. Two furrows in the tunnel dust, paired, running north — body-length, then a hundred yards of them — and over the top of all of it, great swooping strokes where someone had swept the trail with a coat. You can't sweep a floor without writing on it, and this writing said: this way, away. She walked the furrows south until they started. The blood was there. A black soak in the ballast, grit raked across it in a bad approximation of tidiness, and under the grit the shape of a man lying face-down, one arm flung out. The shape was right where the cold got serious. Her breath began to fog, each exhale a small ghost. The rats were next. Seven of them, lying on their backs in a tidy rank, small feet aimed north toward the platform, as if a whole colony had been running and dropped mid-stride. Past the rats, frost furred the dead rail in a stripe a metre long, in June, thirty feet under a heatwave. "Poison bait," Okafor said behind her. "Network drops it. And there's coolant lines down here — a leak'll frost metal, I've seen it." "You've seen seven rats drop on their backs, in a line, at a leak?" He didn't answer that. He was a good detective, Okafor, seventeen years in. He just liked his world to behave, and Quinn had stopped expecting it to somewhere around three years ago, in a warehouse in Silvertown, when Morris keyed his radio and said the temperature was dropping, and said it again slower, and then there was a sound she still couldn't put a shape to, and then static. The file on Morris said misadventure. The file was wrong. She'd never once been able to say why she knew that, only that the knowing sat in her like a nail — and the cold down here smelled the same as that warehouse had. Struck matches, and under it, flowers. The tunnel ended at an arch, and the arch was bricked. Old bricks, but the mortar of one course ran paler than the rest, and frost furred that single seam in one unbroken line, precise as a surveyor's chalk. On the white tiles beside it, someone had chalked a column of small circles, some hollow, some filled, thirty of them, the last one fresh enough to smudge. A tally. Something down here was counting moons. His effects, when she walked them back to the platform and the SOCO tables, told the rest. In the right pocket of his coat, wrapped in a folded handkerchief like a thing worth wrapping: a small brass compass, casing gone green with verdigris, its face etched with sigils she didn't recognise and couldn't stop looking at. Its needle didn't point north. She turned a slow circle — Morden, Kentish Town, the bricked arch, the shaft. The needle didn't care about any of them but one. It held on the arch like a dog pointing. "Broken," Okafor said. "Maybe that's why he was down here. Lost." "He walked half a mile of pitch-dark tunnel without a torch, Dan. He wasn't lost. Something was giving him directions." And in his right fist, so tightly the bone had printed his palm, a disc. Carved bone, thumb-sized, pierced for a thong, marked with one of the same sigils that crowded the compass face. The pathologist had had to pry the fingers. Cadaveric spasm, she'd said. He'd been holding it when he died. Quinn stood over the table and let the picture assemble, because it wanted to assemble, every wrong detail clicking toward the same corner of the room. "Here's what I've got," she said. "Thomas Merrick, forty-four, dealer in antiquities, Marylebone — his card's in the wallet with a hundred and forty pounds, so we can lose the mugging. He came down here around midnight to meet somebody or buy something. He didn't come the way we did. His feet start on that platform like he stepped off a ghost train, and they walk south with a ticket in his fist and a compass in his pocket. Somebody stops him thirty yards short of that wall, puts a thin blade under his ribs, lets him bleed out face-down in the ballast. Then they drag him a hundred yards north, turn him over, button his coat, straighten his arms, sweep the drag marks, rake grit over the blood, and leave him under the lights to be found — with his wallet untouched." "That's a lot of work," Okafor said slowly, "to hide nothing." "They didn't hide nothing." She looked down the tunnel, to where the torchlight failed and the frost seam started. "They hid that wall. Everything down here is running from it. The rats, the blood, the body, the sweeping. Even his shoes point at it. Somebody moved a corpse a hundred metres to keep a bricked wall out of a photograph." The wind moved in the shaft behind the wall — a long sigh through the brick — and for a moment, under the iron and the mold, Quinn caught something warm and impossible: woodsmoke, and something sweet, cinnamon or frying sugar. Then it was gone, and there was only the cold, breathing. At the top of the stairs the June heat hit like a wall of its own, and there was a probationer holding a young woman at the tape. Small, curly red hair dusted grey at the temples, round glasses fogging in the heat, a leather satchel over one shoulder so heavy with books it had worn the strap to the grain. "Found her lifting the tape, ma'am. Says she's a historian." "I document disused stations." Green eyes, quick behind the lenses. Freckles. "There's a whole community of us. I had no idea anything had happened, I swear." "Where were you before this?" "The Aldwych tour. The tourist one." "Your knees are grey." Quinn nodded at them. "So are your boots. The Aldwych run goes through mud." The young woman looked down at herself, and reached up and tucked a curl behind her left ear. Then did it again. "The dust gets everywhere. You know how it is down there." "Let's see the bag." Books. A rebound 1897 maintenance ledger of the Metropolitan Railway. A thesis on devotional marks in civic architecture. And a fat notebook, margins black with sketches — and there, in the bottom corner of a page, a sigil Quinn had already spent twenty minutes trying not to memorise. She held the bagged compass beside it. Identical, stroke for stroke. "I copy things," the young woman said, tucking the curl back a third time. "I'm a research assistant at the British Museum. Copying things is literally my job." "Name." "Kowalski. Eva Kowalski." She gave a Kentish Town address in a voice half a shade too steady, and when she leaned forward to repack the satchel, the collar of her coat gaped and Quinn saw a leather thong biting faintly into freckled skin, and a pale disc, carved, turning on itself at her throat. Quinn gave her back the bag and let her go, and watched her go — quick, but not running, and at the corner the young woman turned once. Not at Quinn. At the open steel door, and the dark under it. "Kids like that all over these tunnels," Okafor said at her shoulder. "Her boots were grey." Quinn raked the short salt-and-pepper crop off her damp forehead and watched the corner swallow the red curls. "I want a scene guard on that arch, round the clock, and nobody sweeps a thing. And get me one more." "What?" "The date of the next full moon." Okafor looked at her. He was a good detective, and good detectives know when a question will only make things worse, so he wrote it down. In her fist, the evidence bag had gone cold on one side. Through the plastic she could feel the compass turning, the needle pressed flat against it, straining — not north, not south, but down, back into the ground, toward a bricked wall forty feet under Camden that had no business being the coldest thing in London. Patient, the way a dog is patient, at a door it knows will open.
created_at"2026-09-02T09:33:54.554Z" 9/2/2026, 9:33:54 AM
model"z-ai/glm-5.3-20260816"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency2834
moderation_latency(null)
generation_time538454
tokens_prompt896
tokens_completion18886
native_tokens_prompt849
native_tokens_completion17446
native_tokens_completion_images(null)
native_tokens_reasoning14787
native_tokens_cached0
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)
usage0.077951
router(null)
user_agent"langchainjs-openai/1.0.0 ((node/v24.19.0; linux; x64))"
http_referer(null)
request_id"req-1788341634-Bh7XCF9VrpDbixDgGzTT"
session_id(null)
preset_id(null)
api_type"completions"
id"gen-1788341634-MTGiEc9KojuWfH9S9ovS"
upstream_id"202609021733544d9865454b054fa3"
provider_responses
0
endpoint_id"db975786-e7f6-4838-9e56-3e0b77f1bdc2"
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is_byokfalse
latency2834
model_permaslug"z-ai/glm-5.3-20260816"
provider_name"Z.AI"
status200
total_cost0.077951
cache_discount(null)
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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
100.00% Adverbs in dialogue tags
Target: ≤10% dialogue tags with adverbs
totalTags15
adverbTagCount1
adverbTags
0"Okafor said slowly [slowly]"
dialogueSentences39
tagDensity0.385
leniency0.769
rawRatio0.067
effectiveRatio0.051
92.62% AI-ism adverb frequency
Target: <2% AI-ism adverbs (58 tracked)
wordCount2032
totalAiIsmAdverbs3
found
0
adverb"very"
count1
1
adverb"tightly"
count1
2
adverb"slowly"
count1
highlights
0"very"
1"tightly"
2"slowly"
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)
92.62% AI-ism word frequency
Target: <2% AI-ism words (290 tracked)
wordCount2032
totalAiIsms3
found
0
word"could feel"
count2
1
word"etched"
count1
highlights
0"could feel"
1"etched"
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
narrationSentences106
matches(empty)
88.95% Filter word density
Target: ≤3% sentences with filter/hedge words
filterCount2
hedgeCount2
narrationSentences106
filterMatches
0"watch"
1"know"
hedgeMatches
0"seemed to"
1"began to"
100.00% Gibberish response detection
Target: ≤1% gibberish-like sentences (hard fail if a sentence exceeds 800 words)
analyzedSentences129
gibberishSentences0
adjustedGibberishSentences0
longSentenceCount0
runOnParagraphCount0
giantParagraphCount0
wordSaladCount0
repetitionLoopCount0
controlTokenCount0
repeatedSegmentCount0
maxSentenceWordsSeen137
ratio0
matches(empty)
100.00% Markdown formatting overuse
Target: ≤5% words in markdown formatting
markdownSpans0
markdownWords0
totalWords2049
ratio0
matches(empty)
100.00% Missing dialogue indicators (quotation marks)
Target: ≤10% speech attributions without quotation marks
totalAttributions22
unquotedAttributions0
matches(empty)
66.67% Name drop frequency
Target: ≤1.0 per-name mentions per 100 words
totalMentions43
wordCount1497
uniqueNames16
maxNameDensity0.8
worstName"Quinn"
maxWindowNameDensity3
worstWindowName"Quinn"
discoveredNames
Camden2
June3
Inspector1
Harlow1
Quinn12
Northern1
London2
Okafor10
Silvertown1
Morris2
Morden1
Kentish2
Town2
Freckles1
Metropolitan1
Railway1
persons
0"June"
1"Harlow"
2"Quinn"
3"Okafor"
4"Morris"
places
0"London"
1"Silvertown"
2"Kentish"
3"Town"
globalScore1
windowScore0.667
100.00% Narrator intent-glossing
Target: ≤2% narration sentences with intent-glossing patterns
analyzedSentences74
glossingSentenceCount0
matches(empty)
100.00% "Not X but Y" pattern overuse
Target: ≤1 "not X but Y" per 1000 words
totalMatches2
per1kWords0.976
wordCount2049
matches
0"not north, not south, but down, back into the ground, toward a bricked wall forty feet"
1"not south, but down, back into the ground, toward a bricked wall forty feet"
100.00% Overuse of "that" (subordinate clause padding)
Target: ≤2% sentences with "that" clauses
thatCount1
totalSentences129
matches
0"polished that morning"
100.00% Paragraph length variance
Target: CV ≥0.5 for paragraph word counts
totalParagraphs53
mean38.66
std30.31
cv0.784
sampleLengths
09
197
263
347
438
511
652
736
845
926
109
1162
127
1348
1414
1559
1637
1712
1862
1954
2054
2123
2214
23119
2475
2594
2611
2720
2853
2926
30143
3111
3260
3352
3461
3510
3626
375
386
3918
4033
414
4259
4328
441
4554
4641
4712
4843
491
92.02% Passive voice overuse
Target: ≤2% passive sentences
passiveCount4
totalSentences106
matches
0"was crouched"
1"been arranged"
2"are arranged"
3"was bricked"
4"was gone"
100.00% Past progressive (was/were + -ing) overuse
Target: ≤2% past progressive verbs
pastProgressiveCount2
totalVerbs243
matches
0"was dropping"
1"was counting"
0.00% Em-dash & semicolon overuse
Target: ≤2% sentences with em-dashes/semicolons
emDashCount13
semicolonCount2
flaggedSentences12
totalSentences129
ratio0.093
matches
0"Above Camden, June had the city by the throat — shirt-sleeved crowds, ice dying in paper cups, a busker's amp thudding through a propped door — but when the fire crew hauled the steel door back on the disused service stair, cold came up out of the ground like something long held and finally exhaled."
1"Dead men sprawled; dead men who'd fought, tangled."
2"The wound was under his left ribs, narrow, clean — a thin blade, angled up."
3"The soles of his shoes were fine leather, and in the grey dust of the platform they printed like engravings — a trail beginning at the north end of the platform and running south, stride even, unhurried."
4"Beyond, the dark didn't sit like absence; it stood, like water against glass."
5"Two furrows in the tunnel dust, paired, running north — body-length, then a hundred yards of them — and over the top of all of it, great swooping strokes where someone had swept the trail with a coat."
6"She'd never once been able to say why she knew that, only that the knowing sat in her like a nail — and the cold down here smelled the same as that warehouse had."
7"She turned a slow circle — Morden, Kentish Town, the bricked arch, the shaft."
8"The wind moved in the shaft behind the wall — a long sigh through the brick — and for a moment, under the iron and the mold, Quinn caught something warm and impossible: woodsmoke, and something sweet, cinnamon or frying sugar."
9"And a fat notebook, margins black with sketches — and there, in the bottom corner of a page, a sigil Quinn had already spent twenty minutes trying not to memorise."
10"Quinn gave her back the bag and let her go, and watched her go — quick, but not running, and at the corner the young woman turned once."
11"Through the plastic she could feel the compass turning, the needle pressed flat against it, straining — not north, not south, but down, back into the ground, toward a bricked wall forty feet under Camden that had no business being the coldest thing in London."
94.00% Purple prose (modifier overload)
Target: <4% adverbs, <2% -ly adverbs, no adj stacking
wordCount1495
adjectiveStacks1
stackExamples
0"Small, curly red hair"
adverbCount40
adverbRatio0.026755852842809364
lyAdverbCount10
lyAdverbRatio0.006688963210702341
100.00% Repeated phrase echo
Target: ≤20% sentences with echoes (window: 2)
totalSentences129
echoCount0
echoWords(empty)
100.00% Sentence length variance
Target: CV ≥0.4 for sentence word counts
totalSentences129
mean15.88
std16.24
cv1.023
sampleLengths
09
155
213
311
418
56
632
725
819
928
1038
113
125
133
1422
158
163
178
1811
1915
2015
216
227
2338
244
254
2618
279
282
294
308
3111
3237
337
344
3531
3613
378
386
3931
4028
4118
426
4313
4412
4538
4616
478
484
4931
78.55% Sentence opener variety
Target: ≥60% unique sentence openers
consecutiveRepeats7
diversityRatio0.5038759689922481
totalSentences129
uniqueOpeners65
100.00% Adverb-first sentence starts
Target: ≥3% sentences starting with an adverb
adverbCount3
totalSentences95
matches
0"Always the circle."
1"Then it was gone, and"
2"Then did it again."
ratio0.032
100.00% Pronoun-first sentence starts
Target: ≤30% sentences starting with a pronoun
pronounCount24
totalSentences95
matches
0"She noted the time the"
1"He stood when he heard"
2"She circled the body first."
3"He was tidy."
4"She hadn't touched him."
5"She could feel it from"
6"His palms were unmarked."
7"She followed the prints south,"
8"You can't sweep a floor"
9"She walked the furrows south"
10"Her breath began to fog,"
11"He didn't answer that."
12"He was a good detective,"
13"He just liked his world"
14"She'd never once been able"
15"His effects, when she walked"
16"Its needle didn't point north."
17"She turned a slow circle"
18"It held on the arch"
19"He'd been holding it when"
ratio0.253
100.00% Subject-first sentence starts
Target: ≤72% sentences starting with a subject
subjectCount62
totalSentences95
matches
0"The heat broke at the"
1"Detective Inspector Harlow Quinn stood"
2"She noted the time the"
3"The station had no name"
4"A spur off the Northern"
5"The cable surveyors who'd found"
6"DS Okafor was crouched at"
7"He stood when he heard"
8"Quinn didn't answer."
9"She circled the body first."
10"The man lay on his"
11"He was tidy."
12"This one had been arranged,"
13"The wound was under his"
14"This one had left a"
15"She hadn't touched him."
16"She could feel it from"
17"His palms were unmarked."
18"The soles of his shoes"
19"Okafor swung his torch."
ratio0.653
0.00% Subordinate conjunction sentence starts
Target: ≥2% sentences starting with a subordinating conjunction
subConjCount0
totalSentences95
matches(empty)
ratio0
71.43% Technical jargon density
Target: ≤6% sentences with technical-jargon patterns
analyzedSentences50
technicalSentenceCount5
matches
0"Above Camden, June had the city by the throat — shirt-sleeved crowds, ice dying in paper cups, a busker's amp thudding through a propped door — but when the fir…"
1"The cable surveyors who'd found the body at ten past six had needed a seventy-year-old key and a set of bolt cutters to get in."
2"He stood when he heard her boots, and his face wore the expression of a man who'd already written his report in his head and wanted a signature."
3"Seven of them, lying on their backs in a tidy rank, small feet aimed north toward the platform, as if a whole colony had been running and dropped mid-stride."
4"Through the plastic she could feel the compass turning, the needle pressed flat against it, straining — not north, not south, but down, back into the ground, to…"
100.00% Useless dialogue additions
Target: ≤5% dialogue tags with trailing filler fragments
totalTags15
uselessAdditionCount0
matches(empty)
100.00% Dialogue tag variety (said vs. fancy)
Target: ≤10% fancy dialogue tags
totalTags10
fancyCount0
fancyTags(empty)
dialogueSentences39
tagDensity0.256
leniency0.513
rawRatio0
effectiveRatio0
89.2285%