Run: 2026-09-02-01M1H5GSHNMC5R58NMBB3XNC1F

Run Details

Duration:
1m 17s
Cost:
$0.000535
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 smell hit Detective Harlow Quinn at the bottom of the stairs: ozone and river mud and something older underneath, like the inside of a church that had been closed for a century. She paused on the last step, let the torch beam do the work her eyes couldn't yet, and felt the familiar tightening in her chest. Eighteen years on the job had taught her that crime scenes spoke. Most of them whispered. This one was screaming in a language she didn't recognize. The abandoned Tube station beneath Camden had been sealed since before she was born. Transport for London's records called it structurally unsound, which was a polite way of saying the city had chosen to forget it. Now the tile platform lay under a film of grey dust, the curved walls furred with damp, and strung across the whole of it — from the rusted lift shaft to the dead escalator — were lengths of crimson cord, knotted at intervals, hanging like the ribs of some enormous beast. Someone had died here. Two someones, according to the uniformed constable who'd met her at the maintenance door on Buck Street. "Doctor's been and gone," said DS Felicity Marsh, her voice too loud in the enclosed space, bouncing off the vaulted ceiling. She was crouched near the service tunnel mouth, windbreaker zipped to her chin despite the heat. "Alice Grant, forty-four, gallery owner. And the second body we haven't identified yet. Male, no wallet, no phone, nothing." Quinn didn't answer right away. She was looking at Alice Grant's hands. The woman lay on her side on the platform, one arm thrown out, the other curled toward her chest as if she'd been reaching for something small. Her fingernails were split. Both thumbs had deep crescent marks in them, self-inflicted, the skin of her palms flecked with dried blood and — Quinn leaned closer, angling her torch — green residue. Verdigris. The powdery green of old copper. "Odd choice of venue," Marsh said, following her. "Drugs, I'd guess. Tetrodo-toxin maybe, or one of those synthetic things. Notice the pupils?" Quinn had noticed. Fixed and dilated, yes, but that wasn't what held her. "Look at her hands, Liss. She dug into something. Gripped something hard enough to tear her nails." "Struggling with her attacker?" "There's no attacker." Quinn stood, knees cracking, and swept her torch across the platform in a slow arc. "Come on. You've had two hours here. Tell me you see it." Marsh's torch followed hers. "See what?" "Footprints." The dust lay undisturbed in a wide halo around both bodies — a metre, maybe more, of untouched grey. No scuffs, no drag marks, no transfer patterns. "Two people died on this platform. Nobody walked to them. Nobody walked away." "Respirator boots, maybe. Scene team trampled it before we got the cordon up." "Then where are the trample marks at the perimeter? The dust at the top of those stairs is virgin. I checked on my way down." Quinn crouched again beside Grant and, with a pen, gently opened the woman's left fist. Something clinked against the concrete. A token. Bone, carved smooth as a river stone, etched with a spiral that hurt to look at for too long — the lines seemed to shift when she wasn't focusing directly on them. She'd seen carvings like that once before, three years ago, in an evidence bag that had later gone missing from the property store along with every photograph of it. Her wrist ached. She hadn't looked at the watch in an hour, but she felt it ticking against her pulse now, disproportionately loud. "Bag that," she said. "Separately. Chain of custody personally." "It's just a knucklebone, Harlow. Church markets sell them to tourists." "This isn't a tourist bone." Quinn rose and walked the platform, torch low. The crimson cords had been anchored at eight points — she counted them — with pitons driven into eighty-year-old concrete. Recent. And at the base of each piton, the same verdigris residue, in streaks, as if something brass and handled had been dragged around the circle's edge. Marsh caught up to her, breath fogging faintly in the cold tunnel air. "Here's my read. Grant was into something. Art world's full of occult nonsense — she had a show of 'ritual artefacts' last spring, I checked. She comes down here with this chap to do some ceremony, it goes wrong, he doses her, panics, and legs it. The dust, fine, I'll give you the dust is strange. But people are strange. Maybe he climbed." "Climbed what? The lift shaft's sealed from above — the padlock's rusted shut and it hasn't been opened. I checked that too." Quinn stopped at the mouth of the service tunnel, where the second body lay face-down. "And he didn't leg it anywhere. Look at his shoes." Marsh looked. The man's soles were clean. Pristine. Dustless, like the halo around him. "Nobody's shoes stay clean down here," Quinn said quietly. "Not after ten metres of tunnel, not after one. So either he materialised out of thin air, or he walked somewhere that isn't this tunnel and arrived without crossing the floor." She let that sit. "And there's a third option, which is my favourite, because it's the one nobody's going to want to hear. Neither of them ever touched this floor at all. They came through something else." "A door?" Marsh's voice had gone flat, careful — the tone of a copper humoring her superior. "The tunnel's the only access." "Is it?" Quinn turned her torch on the circle of cords again. Eight anchor points. And at the circle's centre, a shallow depression in the dust — a perfect ring, forty centimetres across, where the dust had been disturbed in a spiral pattern, swept inward like water going down a drain. Something had stood there. Something that turned. She thought of Alice Grant's split nails. Of the reaching hand. Of verdigris on her palms — the patina of old brass, handled and handled and handled. "She was holding a compass," Quinn said. Marsh blinked. "There's no compass in the inventory." "Because she dropped it somewhere and it hasn't been found, or because it doesn't want to be found." Quinn was already moving, following the spiral's trail of disturbed dust. It broke at the tunnel's edge, and there — wedged in the gap between the platform and the tunnel wall, in a shadow no torch had yet reached — brass caught the light. She reached in with two fingers and drew it out. A small compass, casing green with age, its face etched with sigils she had no intention of letting Marsh photograph. The needle wasn't pointing north. It wasn't pointing anywhere in the room. It spun lazily, then ticked, then settled with a stubborn insistence toward the far end of the dead tunnel — toward a black mouth where no door had ever been. Quinn slipped it into her coat pocket, not the evidence bag. Some instinct older than procedure made that decision for her. "Harlow." Marsh had her phone out, not for photographs. For calling it in. "This is out of scope. This is séance-club nonsense and two dead punters. You want to chase a magic compass, fine, but that's not the job." "Three years ago I worked a scene where a man's watch had stopped at the exact second his heart did, and every clock in his building had stopped with it." Quinn's thumb found the worn leather strap on her left wrist. It was ticking. It was always ticking. She'd stopped trusting that, quietly, a long time ago. "I closed that case as a burglary gone wrong because the alternative had nowhere to go in a report. I lost my partner the same month, and I have spent three years telling myself those two things were separate." The needle against her pocket lining seemed to pulse, faint and patient, like something breathing. "Alice Grant bought a bone token and came to a market that isn't on any map," Quinn said. "Somebody's been running one under this city for a long time, Liss, and tonight somebody went through it. The evidence doesn't add up because it wasn't left for us. It was left by whatever came through." She started down the tunnel, torch ahead, compass needle pulling in her pocket like a hooked fish. Marsh, after a long moment, followed.
created_at"2026-09-02T13:39:15.643Z" 9/2/2026, 1:39:15 PM
model"z-ai/glm-5.3-flash-20260826"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency4064
moderation_latency(null)
generation_time76920
tokens_prompt896
tokens_completion2117
native_tokens_prompt849
native_tokens_completion1884
native_tokens_completion_images(null)
native_tokens_reasoning57
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)
usage0.000534675
router(null)
user_agent"langchainjs-openai/1.0.0 ((node/v24.19.0; linux; x64))"
http_referer(null)
request_id"req-1788356355-F1GZ4YukXerz3ttc77A8"
session_id(null)
preset_id(null)
api_type"completions"
id"gen-1788356355-I9esrBYgWGHQpGAJ9aQh"
upstream_id"20260902213915ac75d395a1694881"
provider_responses
0
endpoint_id"8e9fe48b-2f91-41c3-a8a7-e4a93a8c4ff0"
id"20260902213915ac75d395a1694881"
is_byokfalse
latency4064
model_permaslug"z-ai/glm-5.3-flash-20260826"
provider_name"Z.AI"
status200
total_cost0.000534675
cache_discount(null)
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
85.71% Adverbs in dialogue tags
Target: ≤10% dialogue tags with adverbs
totalTags14
adverbTagCount2
adverbTags
0"Quinn crouched again [again]"
1"Quinn said quietly [quietly]"
dialogueSentences35
tagDensity0.4
leniency0.8
rawRatio0.143
effectiveRatio0.114
92.78% AI-ism adverb frequency
Target: <2% AI-ism adverbs (58 tracked)
wordCount1386
totalAiIsmAdverbs2
found
0
adverb"gently"
count1
1
adverb"lazily"
count1
highlights
0"gently"
1"lazily"
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)
71.14% AI-ism word frequency
Target: <2% AI-ism words (290 tracked)
wordCount1386
totalAiIsms8
found
0
word"familiar"
count1
1
word"synthetic"
count1
2
word"etched"
count2
3
word"pulse"
count2
4
word"pristine"
count1
5
word"perfect"
count1
highlights
0"familiar"
1"synthetic"
2"etched"
3"pulse"
4"pristine"
5"perfect"
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
narrationSentences76
matches(empty)
100.00% Filter word density
Target: ≤3% sentences with filter/hedge words
filterCount0
hedgeCount2
narrationSentences76
filterMatches(empty)
hedgeMatches
0"seemed to"
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
maxSentenceWordsSeen62
ratio0
matches(empty)
100.00% Markdown formatting overuse
Target: ≤5% words in markdown formatting
markdownSpans0
markdownWords0
totalWords1402
ratio0
matches(empty)
100.00% Missing dialogue indicators (quotation marks)
Target: ≤10% speech attributions without quotation marks
totalAttributions13
unquotedAttributions0
matches(empty)
66.39% Name drop frequency
Target: ≤1.0 per-name mentions per 100 words
totalMentions39
wordCount897
uniqueNames13
maxNameDensity1.67
worstName"Quinn"
maxWindowNameDensity2.5
worstWindowName"Quinn"
discoveredNames
Detective1
Harlow1
Quinn15
Tube1
Camden1
London1
Buck1
Street1
Felicity1
Marsh10
Alice2
Grant3
Eight1
persons
0"Harlow"
1"Quinn"
2"Camden"
3"Marsh"
4"Alice"
5"Grant"
places
0"London"
1"Buck"
2"Street"
3"Felicity"
4"Eight"
globalScore0.664
windowScore0.833
100.00% Narrator intent-glossing
Target: ≤2% narration sentences with intent-glossing patterns
analyzedSentences47
glossingSentenceCount0
matches(empty)
100.00% "Not X but Y" pattern overuse
Target: ≤1 "not X but Y" per 1000 words
totalMatches0
per1kWords0
wordCount1402
matches(empty)
95.74% Overuse of "that" (subordinate clause padding)
Target: ≤2% sentences with "that" clauses
thatCount2
totalSentences94
matches
0"let that sit"
1"made that decision"
100.00% Paragraph length variance
Target: CV ≥0.5 for paragraph word counts
totalParagraphs37
mean37.89
std26.86
cv0.709
sampleLengths
084
187
221
356
412
567
622
730
84
930
106
1141
1213
1345
1463
1523
169
1711
1860
1976
2047
2114
2277
2322
2458
2527
267
278
2872
2962
3021
3139
3296
3315
3454
3517
366
77.56% Passive voice overuse
Target: ≤2% passive sentences
passiveCount6
totalSentences76
matches
0"been closed"
1"been sealed"
2"was crouched"
3"been anchored"
4"been dragged"
5"been disturbed"
0.00% Past progressive (was/were + -ing) overuse
Target: ≤2% past progressive verbs
pastProgressiveCount8
totalVerbs146
matches
0"was screaming"
1"was looking"
2"wasn't focusing"
3"was already moving"
4"wasn't pointing"
5"wasn't pointing"
6"was ticking"
7"was always ticking"
0.00% Em-dash & semicolon overuse
Target: ≤2% sentences with em-dashes/semicolons
emDashCount14
semicolonCount0
flaggedSentences10
totalSentences94
ratio0.106
matches
0"Now the tile platform lay under a film of grey dust, the curved walls furred with damp, and strung across the whole of it — from the rusted lift shaft to the dead escalator — were lengths of crimson cord, knotted at intervals, hanging like the ribs of some enormous beast."
1"Both thumbs had deep crescent marks in them, self-inflicted, the skin of her palms flecked with dried blood and — Quinn leaned closer, angling her torch — green residue."
2"\"Footprints.\" The dust lay undisturbed in a wide halo around both bodies — a metre, maybe more, of untouched grey."
3"Bone, carved smooth as a river stone, etched with a spiral that hurt to look at for too long — the lines seemed to shift when she wasn't focusing directly on them."
4"The crimson cords had been anchored at eight points — she counted them — with pitons driven into eighty-year-old concrete."
5"\"A door?\" Marsh's voice had gone flat, careful — the tone of a copper humoring her superior."
6"And at the circle's centre, a shallow depression in the dust — a perfect ring, forty centimetres across, where the dust had been disturbed in a spiral pattern, swept inward like water going down a drain."
7"Of verdigris on her palms — the patina of old brass, handled and handled and handled."
8"It broke at the tunnel's edge, and there — wedged in the gap between the platform and the tunnel wall, in a shadow no torch had yet reached — brass caught the light."
9"It spun lazily, then ticked, then settled with a stubborn insistence toward the far end of the dead tunnel — toward a black mouth where no door had ever been."
100.00% Purple prose (modifier overload)
Target: <4% adverbs, <2% -ly adverbs, no adj stacking
wordCount887
adjectiveStacks0
stackExamples(empty)
adverbCount26
adverbRatio0.029312288613303268
lyAdverbCount8
lyAdverbRatio0.009019165727170236
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
mean14.91
std12.56
cv0.842
sampleLengths
033
125
212
34
410
514
622
751
84
917
1021
1116
1219
135
147
1527
164
1729
181
196
208
2114
223
2310
2417
254
2618
2712
284
292
3020
318
3213
3313
3440
355
362
3732
3829
393
4020
414
425
4311
4413
4520
461
4726
4813
4963
87.94% Sentence opener variety
Target: ≥60% unique sentence openers
consecutiveRepeats4
diversityRatio0.5531914893617021
totalSentences94
uniqueOpeners52
0.00% Adverb-first sentence starts
Target: ≥3% sentences starting with an adverb
adverbCount0
totalSentences67
matches(empty)
ratio0
100.00% Pronoun-first sentence starts
Target: ≤30% sentences starting with a pronoun
pronounCount17
totalSentences67
matches
0"She paused on the last"
1"She was crouched near the"
2"She was looking at Alice"
3"Her fingernails were split."
4"She'd seen carvings like that"
5"Her wrist ached."
6"She hadn't looked at the"
7"She let that sit"
8"She thought of Alice Grant's"
9"It broke at the tunnel's"
10"She reached in with two"
11"It wasn't pointing anywhere in"
12"It spun lazily, then ticked,"
13"It was ticking."
14"It was always ticking."
15"She'd stopped trusting that, quietly,"
16"She started down the tunnel,"
ratio0.254
79.40% Subject-first sentence starts
Target: ≤72% sentences starting with a subject
subjectCount51
totalSentences67
matches
0"The smell hit Detective Harlow"
1"She paused on the last"
2"This one was screaming in"
3"The abandoned Tube station beneath"
4"Someone had died here."
5"She was crouched near the"
6"Quinn didn't answer right away."
7"She was looking at Alice"
8"The woman lay on her"
9"Her fingernails were split."
10"Both thumbs had deep crescent"
11"The powdery green of old"
12"Marsh said, following her"
13"Quinn had noticed."
14"Quinn stood, knees cracking, and"
15"Marsh's torch followed hers."
16"The dust lay undisturbed in"
17"Quinn crouched again beside Grant"
18"Something clinked against the concrete."
19"She'd seen carvings like that"
ratio0.761
74.63% Subordinate conjunction sentence starts
Target: ≥2% sentences starting with a subordinating conjunction
subConjCount1
totalSentences67
matches
0"Now the tile platform lay"
ratio0.015
66.33% Technical jargon density
Target: ≤6% sentences with technical-jargon patterns
analyzedSentences28
technicalSentenceCount3
matches
0"The smell hit Detective Harlow Quinn at the bottom of the stairs: ozone and river mud and something older underneath, like the inside of a church that had been …"
1"Two someones, according to the uniformed constable who'd met her at the maintenance door on Buck Street."
2"The woman lay on her side on the platform, one arm thrown out, the other curled toward her chest as if she'd been reaching for something small."
100.00% Useless dialogue additions
Target: ≤5% dialogue tags with trailing filler fragments
totalTags14
uselessAdditionCount0
matches(empty)
100.00% Dialogue tag variety (said vs. fancy)
Target: ≤10% fancy dialogue tags
totalTags6
fancyCount0
fancyTags(empty)
dialogueSentences35
tagDensity0.171
leniency0.343
rawRatio0
effectiveRatio0
83.2545%