Run: 2026-03-15-01KKS2RDYQ22NRNSQ4H6J1GK4K

Run Details

Duration:
40.6s
Cost:
$0.008121
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 staircase down from the locked maintenance hatch smelled of rust and wet stone. Harlow Quinn clicked her torch on and descended, one hand trailing the wall, the other resting near her hip. The beam caught decades of graffiti layered like geological strata, old posters for concerts that had happened before she was born. At the bottom, the platform stretched into darkness, the rails gleaming dull silver where her light touched them. DC Forsythe was already there, standing over the body like a man who'd seen too many and not enough. He turned at her footsteps, his face pale in the blue-white torchlight. "Detective. Cheers for coming quick." "What've we got?" He gestured down. Quinn crouched, her knees protesting slightly on the uneven concrete, and pulled on nitrile gloves from her jacket pocket. The body was male, mid-thirties, lying face-up on the tracks. No obvious wounds. No blood. His clothes were expensive — tailored wool coat, leather shoes that had probably cost more than Forsythe's weekly pay. His expression was peaceful. That was what bothered her first. "Found by a maintenance worker doing a structural check," Forsythe said. "Called it in forty minutes ago. No wallet, no phone, no keys. Worker says the hatch was sealed when he arrived — had to cut the lock himself." Quinn studied the hands. Clean nails. No defensive wounds. No dirt under the fingers despite lying on tracks that hadn't been properly cleaned in years. She tilted her head, letting the torch beam sweep the body from head to toe. No scuff marks on the shoes. No tears in the coat. Nothing to suggest he'd walked down here himself, climbed down onto the tracks, and died. "How did he get down here, Danny?" Forsythe shifted his weight. "Could've come through one of the connecting tunnels. There's a whole network down here — closed sections, abandoned platforms. Kids break in sometimes, homeless folk." "And walked onto the tracks in patent leather shoes without getting a speck of grime on him." She looked up at Forsythe. "Without disturbing decades of dust on the platform edge." She stood and walked to the platform's lip, sweeping her torch along it. The dust lay thick and undisturbed except where the maintenance worker had been. No footprints leading to the tracks. No marks where someone might have jumped down or been lowered. "That's—" Forsythe started. "Impossible. Yes." Quinn checked her watch, the worn leather strap familiar against her wrist. The second hand swept forward. She'd been on scene four minutes and already the narrative was falling apart. She moved along the platform, scanning methodically. The walls here were different from the staircase — something had been scraped away in patches, leaving lighter stone beneath. Posters, she assumed initially, but the shapes were wrong. Too regular. Too deliberate. "What do you make of these marks?" she asked. Forsythe squinted. "Vandalism? Kids with spray paint." "Spray paint doesn't etch stone, Danny." She crouched again, bringing the torch close. The marks weren't random. They repeated in patterns — spirals, interlocking lines, symbols she couldn't identify but recognized as intentional. As language, almost, though not one she knew. Her stomach tightened. Three years ago, DS Morris had been found in a room covered in marks like these. The case file had been reassigned. The explanation had been satisfactory on paper and hollow in her gut. "Detective?" Forsythe's voice pulled her back. She straightened. "Who is he? Have we ID'd him?" "Marcus Webb. Address in Kensington. Wife reported him missing yesterday afternoon." Quinn made a note in her phone. "I want to talk to her. And I want a full search of this location — every tunnel, every connecting passage. Something's off." "That's going to take hours. And resources we don't have for what looks like a simple—" "It's not simple." The words came out sharper than she intended. She softened slightly. "Look at the evidence, Danny. No means of entry. No path to the body. No cause of death visible. Clean clothes in a filthy environment. This man didn't walk down here and die. He was placed here. The question is how, and why here." Forsythe was quiet for a moment. Then: "Could be a dump site. Killer wanted him found eventually but not too quickly. Picked somewhere secluded." "Then why leave him in plain sight on the tracks instead of hiding the body in one of those connecting tunnels you mentioned? Why the expensive clothes, untouched? This isn't a disposal. This is a display." She turned back to the body, studying it again with fresh eyes. The position of the arms — laid straight at the sides, palms down. The angle of the head, perfectly centered on the spine. Everything arranged. Everything deliberate. Her torch caught something near the body's right hand. Small, partially obscured by the curve of the rail. She stepped down onto the tracks carefully, avoiding the body, and picked it up. A compass. Small, brass, with a patina of verdigris creeping across its surface. She turned it over. The face was etched with markings — symbols similar to the ones on the walls. She'd seen compasses before, thousands of them, but the needle on this one wasn't pointing north. It was pointing down the tunnel into absolute darkness, and it was trembling. "Detective Quinn?" A new voice, female, coming from the direction of the stairs. Quinn looked up. A young woman was descending carefully, a worn leather satchel slung across her body. Red curly hair, round glasses, freckles. She looked like a graduate student who'd wandered into the wrong part of the city. "This area's sealed off," Quinn said. "You can't be down here." "I know. I'm sorry." The woman tucked a curl behind her left ear — a nervous gesture. "I'm Eva Kowalski. I work in the restricted archives at the British Museum. DCI Rennet said you might need a consult." Quinn glanced at Forsythe, who shrugged. "I didn't call anyone." "Rennet called me," Eva said. "About an hour ago. He said there might be symbols at the scene that required specialist interpretation." She nodded toward the walls. "He was right." Quinn felt a prickle of suspicion. Rennet was her superior, and he'd never once in eighteen years called in a specialist without telling her first. "Let me see some ID." Eva produced a museum badge and a letter on Metropolitan Police letterhead, signed by Rennet. Quinn examined both. They appeared legitimate. She handed them back. "The symbols," Eva said, stepping closer to the wall. "May I?" Quinn nodded, watching her carefully. Eva approached the etchings with the reverence of someone handling ancient manuscripts. She pulled a small notebook from her satchel and began sketching, her fingers tracing the air above the stone without touching it. "These are binding marks," Eva said quietly. "Old. Pre-Norman, possibly older. They're used to contain things. Keep them in place." "Contain what?" Eva hesitated. That hesitation told Quinn more than the answer would have. "I'd need to do more research to be certain. But these marks, in this configuration — they're not just containment. They're a threshold indicator. They mark a place where the boundaries between... spaces are thinner." She tucked her hair behind her ear again. "There are people who seek these places out. Collect them. Some people believe they have commercial value." Quinn looked at the compass in her hand. The needle was still pointing down the tunnel, still trembling. "A market," she said slowly. Eva's green eyes flickered to the compass, then away. "I wouldn't know anything about that." But she did. Quinn could read it in the quickened breath, the way her fingers tightened on the notebook. The girl knew exactly what this place was, and she was afraid of saying it. Quinn turned the compass over in her palm. The verdigris was warm against her skin, warmer than brass had any right to be. Down the tunnel, the darkness seemed to pulse, just slightly, like something breathing. Three years ago, Morris had chased a suspect into a closed building. They'd found his body in a basement room covered in symbols. No suspect. No explanation. Just symbols and silence and a hole in the case file where the truth should have been. "Danny," Quinn said, not looking away from the tunnel. "I want this platform sealed. No one comes down without my express permission. And get me everything we have on Marcus Webb — financials, phone records, known associates. I want to know where he went in the forty-eight hours before he disappeared." "And the compass?" Forsythe asked. Quinn slipped it into her jacket pocket. She could feel it there, warm and trembling, pointing the way to something she wasn't sure she wanted to find. "Evidence," she said. "I'll log it myself." Eva was watching her with an expression that hovered between hope and fear. Quinn met her eyes and held them. "You're going to tell me what you know," Quinn said. "Maybe not tonight. But soon. Because this man didn't walk down here and die, and someone went to considerable trouble to make sure we found him exactly like this. That someone left a calling card." She touched her pocket. "And I don't think it was meant for us." The tunnel breathed again. Quinn turned off her torch and stood in the darkness for three full seconds, listening. When she clicked it back on, Eva was still there, pale but present, and Forsythe was already on his phone. The compass pulsed once against her ribs, warm as a heartbeat, and Quinn began to walk toward the darkness.
created_at"2026-03-15T15:45:10.111Z" 3/15/2026, 3:45:10 PM
model"z-ai/glm-5-turbo-20260315"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency2011
moderation_latency(null)
generation_time40582
tokens_prompt923
tokens_completion2841
native_tokens_prompt842
native_tokens_completion2362
native_tokens_completion_images(null)
native_tokens_reasoning355
native_tokens_cached320
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"
usage0.00812096
router(null)
provider_responses
0
endpoint_id"9ce3b132-3a17-4fea-8092-0e8e519ed32b"
id"20260315234510df1ab187be1746c1"
is_byokfalse
latency2011
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-1773589510-7m1A5Zh5kpaTmTfWo3ig"
upstream_id"20260315234510df1ab187be1746c1"
total_cost0.00812096
cache_discount0.0003072
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
totalTags21
adverbTagCount2
adverbTags
0"Eva said quietly [quietly]"
1"she said slowly [slowly]"
dialogueSentences49
tagDensity0.429
leniency0.857
rawRatio0.095
effectiveRatio0.082
71.68% AI-ism adverb frequency
Target: <2% AI-ism adverbs (58 tracked)
wordCount1589
totalAiIsmAdverbs9
found
0
adverb"slightly"
count3
1
adverb"quickly"
count1
2
adverb"perfectly"
count1
3
adverb"carefully"
count3
4
adverb"slowly"
count1
highlights
0"slightly"
1"quickly"
2"perfectly"
3"carefully"
4"slowly"
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)
52.80% AI-ism word frequency
Target: <2% AI-ism words (290 tracked)
wordCount1589
totalAiIsms15
found
0
word"gleaming"
count1
1
word"footsteps"
count1
2
word"weight"
count1
3
word"familiar"
count1
4
word"scanning"
count1
5
word"etch"
count1
6
word"stomach"
count1
7
word"etched"
count1
8
word"tracing"
count1
9
word"flickered"
count1
10
word"quickened"
count1
11
word"pulse"
count1
12
word"silence"
count1
13
word"could feel"
count1
14
word"pulsed"
count1
highlights
0"gleaming"
1"footsteps"
2"weight"
3"familiar"
4"scanning"
5"etch"
6"stomach"
7"etched"
8"tracing"
9"flickered"
10"quickened"
11"pulse"
12"silence"
13"could feel"
14"pulsed"
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
emotionTells2
narrationSentences121
matches
0"felt a prickle"
1"was afraid"
100.00% Filter word density
Target: ≤3% sentences with filter/hedge words
filterCount1
hedgeCount2
narrationSentences121
filterMatches
0"watch"
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)
analyzedSentences148
gibberishSentences0
adjustedGibberishSentences0
longSentenceCount0
runOnParagraphCount0
giantParagraphCount0
wordSaladCount0
repetitionLoopCount0
controlTokenCount0
maxSentenceWordsSeen44
ratio0
matches(empty)
100.00% Markdown formatting overuse
Target: ≤5% words in markdown formatting
markdownSpans0
markdownWords0
totalWords1600
ratio0
matches(empty)
100.00% Missing dialogue indicators (quotation marks)
Target: ≤10% speech attributions without quotation marks
totalAttributions20
unquotedAttributions0
matches(empty)
33.33% Name drop frequency
Target: ≤1.0 per-name mentions per 100 words
totalMentions48
wordCount1064
uniqueNames7
maxNameDensity1.97
worstName"Quinn"
maxWindowNameDensity4
worstWindowName"Quinn"
discoveredNames
Quinn21
Forsythe12
Morris2
Metropolitan1
Police1
Rennet2
Eva9
persons
0"Quinn"
1"Forsythe"
2"Morris"
3"Eva"
places(empty)
globalScore0.513
windowScore0.333
100.00% Narrator intent-glossing
Target: ≤2% narration sentences with intent-glossing patterns
analyzedSentences75
glossingSentenceCount1
matches
0"looked like a graduate student who'd wand"
100.00% "Not X but Y" pattern overuse
Target: ≤1 "not X but Y" per 1000 words
totalMatches0
per1kWords0
wordCount1600
matches(empty)
100.00% Overuse of "that" (subordinate clause padding)
Target: ≤2% sentences with "that" clauses
thatCount0
totalSentences148
matches(empty)
100.00% Paragraph length variance
Target: CV ≥0.5 for paragraph word counts
totalParagraphs56
mean28.57
std19.35
cv0.677
sampleLengths
072
131
25
33
466
539
666
77
829
931
1043
113
1232
1340
149
157
166
1772
186
199
2011
2130
2216
2358
2424
2536
2639
2732
2861
2913
3038
3111
3238
3310
3430
3530
3625
3711
3839
3920
402
4112
4260
4323
4415
4534
4636
4744
4851
495
90.76% Passive voice overuse
Target: ≤2% passive sentences
passiveCount5
totalSentences121
matches
0"been lowered"
1"been scraped"
2"been found"
3"been reassigned"
4"was etched"
0.00% Past progressive (was/were + -ing) overuse
Target: ≤2% past progressive verbs
pastProgressiveCount6
totalVerbs190
matches
0"was falling"
1"wasn't pointing"
2"was pointing"
3"was descending"
4"was still pointing"
5"was watching"
27.03% Em-dash & semicolon overuse
Target: ≤2% sentences with em-dashes/semicolons
emDashCount6
semicolonCount0
flaggedSentences6
totalSentences148
ratio0.041
matches
0"His clothes were expensive — tailored wool coat, leather shoes that had probably cost more than Forsythe's weekly pay."
1"The walls here were different from the staircase — something had been scraped away in patches, leaving lighter stone beneath."
2"They repeated in patterns — spirals, interlocking lines, symbols she couldn't identify but recognized as intentional."
3"The position of the arms — laid straight at the sides, palms down."
4"The face was etched with markings — symbols similar to the ones on the walls."
5"\"I know. I'm sorry.\" The woman tucked a curl behind her left ear — a nervous gesture."
92.71% Purple prose (modifier overload)
Target: <4% adverbs, <2% -ly adverbs, no adj stacking
wordCount1061
adjectiveStacks1
stackExamples
0"other resting near her"
adverbCount44
adverbRatio0.04147031102733271
lyAdverbCount17
lyAdverbRatio0.016022620169651274
100.00% Repeated phrase echo
Target: ≤20% sentences with echoes (window: 2)
totalSentences148
echoCount0
echoWords(empty)
100.00% Sentence length variance
Target: CV ≥0.4 for sentence word counts
totalSentences148
mean10.81
std8.27
cv0.765
sampleLengths
014
119
221
318
419
512
65
73
83
919
1010
113
122
1319
144
156
1611
1728
184
192
203
2116
2215
236
245
2515
267
274
2825
2922
309
3113
3213
336
3411
353
3614
375
3813
397
4020
419
422
432
449
452
465
476
487
494
56.53% Sentence opener variety
Target: ≥60% unique sentence openers
consecutiveRepeats13
diversityRatio0.3918918918918919
totalSentences148
uniqueOpeners58
33.33% Adverb-first sentence starts
Target: ≥3% sentences starting with an adverb
adverbCount1
totalSentences100
matches
0"Just symbols and silence and"
ratio0.01
100.00% Pronoun-first sentence starts
Target: ≤30% sentences starting with a pronoun
pronounCount29
totalSentences100
matches
0"He turned at her footsteps,"
1"He gestured down."
2"His clothes were expensive —"
3"His expression was peaceful."
4"She tilted her head, letting"
5"She looked up at Forsythe"
6"She stood and walked to"
7"She'd been on scene four"
8"She moved along the platform,"
9"She crouched again, bringing the"
10"They repeated in patterns —"
11"Her stomach tightened."
12"She softened slightly."
13"She turned back to the"
14"Her torch caught something near"
15"She stepped down onto the"
16"She turned it over."
17"She'd seen compasses before, thousands"
18"It was pointing down the"
19"She looked like a graduate"
ratio0.29
50.00% Subject-first sentence starts
Target: ≤72% sentences starting with a subject
subjectCount82
totalSentences100
matches
0"The staircase down from the"
1"Harlow Quinn clicked her torch"
2"The beam caught decades of"
3"DC Forsythe was already there,"
4"He turned at her footsteps,"
5"He gestured down."
6"Quinn crouched, her knees protesting"
7"The body was male, mid-thirties,"
8"His clothes were expensive —"
9"His expression was peaceful."
10"That was what bothered her"
11"Quinn studied the hands."
12"She tilted her head, letting"
13"Nothing to suggest he'd walked"
14"Forsythe shifted his weight."
15"She looked up at Forsythe"
16"She stood and walked to"
17"The dust lay thick and"
18"Quinn checked her watch, the"
19"The second hand swept forward."
ratio0.82
0.00% Subordinate conjunction sentence starts
Target: ≥2% sentences starting with a subordinating conjunction
subConjCount0
totalSentences100
matches(empty)
ratio0
98.21% Technical jargon density
Target: ≤6% sentences with technical-jargon patterns
analyzedSentences48
technicalSentenceCount3
matches
0"DC Forsythe was already there, standing over the body like a man who'd seen too many and not enough."
1"His clothes were expensive — tailored wool coat, leather shoes that had probably cost more than Forsythe's weekly pay."
2"She pulled a small notebook from her satchel and began sketching, her fingers tracing the air above the stone without touching it."
100.00% Useless dialogue additions
Target: ≤5% dialogue tags with trailing filler fragments
totalTags21
uselessAdditionCount1
matches
0"Quinn said, not looking away from the tunnel"
100.00% Dialogue tag variety (said vs. fancy)
Target: ≤10% fancy dialogue tags
totalTags11
fancyCount0
fancyTags(empty)
dialogueSentences49
tagDensity0.224
leniency0.449
rawRatio0
effectiveRatio0
79.5466%