Run: 2026-09-23-01M37P2HHX91W9XVM0T1WXG6EE

Run Details

Duration:
1m 1s
Cost:
$0.016111
Provider:
AionLabs

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 Harlow Quinn before the stairs ended: damp concrete, copper, and underneath it something older, like incense burned in a church no one had swept in a century. She showed her warrant card to the constable at the police tape, though the woman had already recognized her — everyone in the Met knew Quinn by the cropped salt-and-pepper hair and the bearing that made cadets straighten their spines when she passed. Eighteen years on the job did that to a person's silhouette. "Down we go, then," Quinn said. Camden's dead Tube station swallowed the daylight three steps in. Her torch beam cut through the dark, catching the curve of the tunnel mouth, the rusted ribs of the escalator, the ticket hall beyond. The forensic lights someone had rigged up turned the whole space the colour of a bruise. The body lay in the middle of the ticket hall, and that was the first thing wrong. "DS Osei," her colleague said, rising from a crouch beside the corpse. Marcus Osei had a round, agreeable face that had fooled more suspects than any interrogation room in London. "Male, mid-forties. Uniform found him at 05:40 when they were doing the rough-sleeper sweep. Single wound to the chest, small blade by the look of it. Wallet's still on him, two hundred in cash, so not a robbery. My money's on a squatter dispute gone wrong. There's a camp down the Northern line platform, couple of lads with form." Quinn didn't answer. She stood at the edge of the taped square and let the scene speak, the way she'd been taught a lifetime ago, before Morris, before everything. The victim lay on his back, arms at his sides. Neat. Too neat. No one who'd just been stabbed folded themselves into a tidy arrangement on the floor of a Tube station. She crouched. Latex gloves, then two fingers to the jaw. "Cold," she said. "He's been down here all night, boss. It's October." "It's twelve degrees in here, and this man died within the last six hours or I'm a ballet dancer." She turned his hand over. Rigor was barely started in the fingers. "Body's cold as a morgue drawer but he's not been dead six hours. That doesn't happen, Marcus. That doesn't happen to people." Osei shifted his weight. "Hypothermia complicates—" "There's no hypothermia here. He's dressed for it, he's dry, he's well-fed." She shone her torch along the wound. Clean edges, no tearing. And the thing she'd clocked from the moment she knelt: no blood. Not a pool, not a smear, not a drop on the floor around a chest wound that should have pumped out two litres. "Where's his blood?" "Maybe the killer cleaned up." "With what? A mop and bucket and a heart full of civic spirit?" She stood and swept her beam across the hall, and this time she looked past the body at the room itself. The second thing wrong was the floor. Scuffed into the grime were hundreds of arc-shaped marks, all facing the same way, like chairs dragged across a pub floor at closing time. Except there were no chairs. Along the walls, iron hooks sat at chest height in mortar that had no business holding modern fittings. Dark rectangles on the tile where the grime had been worn away in patches — rectangles the size of crates, the size of stalls. "Somebody runs a market down here," she said quietly. "Boss, it's a squatter camp." "Squatters don't leave oilcloth drag marks leading to a bricked-up wall." She followed one of the drag lines with her torch. It ran twenty feet across the hall and terminated at the far wall, where old London brick met newer London brick, and the mortar between them was pale and young. She pressed her palm flat against it and hissed through her teeth. The brick was cold as a walk-in freezer. Two feet to the left, the same wall was merely cool. "Osei. Feel this." He did, and she watched his agreeable face lose a little of its agreeableness. "That's not damp," he said. "That's not damp," she agreed. "That's a fridge door in a wall." The third thing wrong was in the victim's coat pocket, where the SOCO's evidence tray held the contents of his person: keys, cash, a phone with a shattered screen — and a dozen small tokens the colour of old ivory, each one the size of a pound coin, each one drilled through and carved with a pattern of fine lines. Quinn picked one up and turned it under the light. Bone. Actual bone, worked by hand. "Drug tokens?" Osei offered. "Some new club thing?" "Since when do dealers hand-carve cattle bone?" She set it down and looked at the last item in the tray, the one that had been logged as *assorted metal debris, floor, 2m from body*. A compass. Small, brass, furred green with verdigris, its casing etched with symbols that were definitely not degrees and definitely not English. The needle lay flat against the glass, straining, trembling like a dog at a door — and it was not pointing north. It was not pointing anywhere magnetic. It pointed, with the fixed insistence of a compass that had somewhere to be, directly at the cold brick wall. "Marcus." She held it up. "What does a compass do?" "Points north." "And this one's pointing at a wall aDI's flat would be warmer than. Either the laws of physics took the morning off, or this thing measures something else entirely." Osei crossed his arms, and she could see him retreating into the comfortable architecture of a straightforward case. "Look, boss. Squatters, a knife, a body. It's grim, but it's grim and simple. The compass is a novelty. The tokens are a novelty. You start talking about cold walls and magic compasses and this goes to the weird file and we both know what happens to the weird file." Quinn said nothing, because three years ago there had been a case that went to the weird file, and Morris had gone with it, and the file had come back empty and Morris hadn't come back at all. She rubbed her thumb over the cracked leather of the watch on her left wrist — his watch, now hers — and kept her face still. "There's a witness," Osei said, changing tack. "Uniform found her down the platform end. Says she's a researcher at the British Museum, if you can credit it. She was down here at six in the morning in a disused Tube station." "Where is she?" They'd parked her on a bench beneath a dead poster frame, and Quinn understood Osei's scepticism the moment her torch found the woman: mid-twenties, small, curly red hair escaping a wool hat, round glasses fogging in the cold. A leather satchel sat on her knees, fat with books, and she was tucking the same strand of hair behind her left ear for the third time in ten seconds. Nervous as a bird in a hall of cats. "Miss Kowalski." Quinn kept her voice flat, unhurried. "Harlow Quinn, detective sergeant. You found the body." "I didn't find it. I was — I was already down here. Before the police." Another tuck behind the ear. "I'm a research assistant. Archives. Sometimes I document — historical sites. Abandoned infrastructure." "At dawn. On the morning after a full moon." Kowalski's green eyes flicked up at that, quick and sharp, and Quinn saw something she hadn't expected in them: not confusion. Calculation. The woman was measuring how much Quinn knew, and that was an answer all by itself. "Interesting coincidence," Kowalski said carefully. "I don't believe in those." Quinn turned the verdigris compass over in her gloved hand and watched the woman's gaze lock onto it with naked, badly concealed hunger. "Here's my problem, Miss Kowalski. Somebody ran a market in that hall — stalls, stock, customers. Last night was a full moon, and by the state of the drag marks, they packed up and moved everything out *before* our victim died. So either he was killed after closing time, alone, by a squatter with a knife that doesn't bleed him — or he was killed by whatever they keep behind that wall." She held the compass up between them, needle straining toward the brick. "And this little thing agrees with me. So why don't you tell me what it measures?" Kowalski looked at the compass, at the cold wall, and then at Quinn, and tucked the hair behind her left ear one more time. "I think," she said, "you'd better sit down, Detective."
created_at"2026-09-23T17:47:33.841Z" 9/23/2026, 5:47:33 PM
model"aion-labs/aion-3.5-20260923"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency708
moderation_latency(null)
generation_time61429
tokens_prompt896
tokens_completion2847
native_tokens_prompt841
native_tokens_completion2580
native_tokens_completion_images(null)
native_tokens_reasoning787
native_tokens_cached841
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)
usage0.01611075
router(null)
user_agent"langchainjs-openai/1.0.0 ((node/v24.20.0; linux; x64))"
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request_id"req-1790185653-tKICfU7tnckqlGnpdWTp"
session_id(null)
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api_type"completions"
id"gen-1790185653-sueI2X2SyYAvcp77BqKi"
upstream_id"09a73c258f5c40a59296565aadddf3dd"
provider_responses
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endpoint_id"09b1fc56-3888-42bd-b7a0-926851c7f9d6"
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is_byokfalse
latency708
model_permaslug"aion-labs/aion-3.5-20260923"
provider_name"AionLabs"
status200
total_cost0.01611075
cache_discount0.00189225
upstream_inference_cost0
provider_name"AionLabs"
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
totalTags19
adverbTagCount2
adverbTags
0"she said quietly [quietly]"
1"Kowalski said carefully [carefully]"
dialogueSentences40
tagDensity0.475
leniency0.95
rawRatio0.105
effectiveRatio0.1
96.50% AI-ism adverb frequency
Target: <2% AI-ism adverbs (58 tracked)
wordCount1430
totalAiIsmAdverbs1
found
0
adverb"carefully"
count1
highlights
0"carefully"
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)
79.02% AI-ism word frequency
Target: <2% AI-ism words (290 tracked)
wordCount1430
totalAiIsms6
found
0
word"weight"
count1
1
word"shattered"
count1
2
word"etched"
count1
3
word"magnetic"
count1
4
word"comfortable"
count1
5
word"flicked"
count1
highlights
0"weight"
1"shattered"
2"etched"
3"magnetic"
4"comfortable"
5"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
narrationSentences70
matches(empty)
100.00% Filter word density
Target: ≤3% sentences with filter/hedge words
filterCount1
hedgeCount0
narrationSentences70
filterMatches
0"watch"
hedgeMatches(empty)
100.00% Gibberish response detection
Target: ≤1% gibberish-like sentences (hard fail if a sentence exceeds 800 words)
analyzedSentences91
gibberishSentences0
adjustedGibberishSentences0
longSentenceCount0
runOnParagraphCount0
giantParagraphCount0
wordSaladCount0
repetitionLoopCount0
controlTokenCount0
repeatedSegmentCount0
maxSentenceWordsSeen70
ratio0
matches(empty)
100.00% Markdown formatting overuse
Target: ≤5% words in markdown formatting
markdownSpans2
markdownWords8
totalWords1440
ratio0.006
matches
0"assorted metal debris, floor, 2m from body"
1"before"
100.00% Missing dialogue indicators (quotation marks)
Target: ≤10% speech attributions without quotation marks
totalAttributions13
unquotedAttributions0
matches(empty)
66.67% Name drop frequency
Target: ≤1.0 per-name mentions per 100 words
totalMentions36
wordCount962
uniqueNames13
maxNameDensity1.25
worstName"Quinn"
maxWindowNameDensity3
worstWindowName"Quinn"
discoveredNames
Harlow1
Quinn12
Met1
Camden1
Tube2
Marcus1
Osei6
London3
Morris3
Rigor1
Clean1
English1
Kowalski3
persons
0"Harlow"
1"Quinn"
2"Camden"
3"Marcus"
4"Osei"
5"Morris"
6"Clean"
7"Kowalski"
places
0"London"
globalScore0.876
windowScore0.667
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
wordCount1440
matches(empty)
100.00% Overuse of "that" (subordinate clause padding)
Target: ≤2% sentences with "that" clauses
thatCount0
totalSentences91
matches(empty)
100.00% Paragraph length variance
Target: CV ≥0.5 for paragraph word counts
totalParagraphs46
mean31.3
std27.66
cv0.884
sampleLengths
030
154
26
350
417
589
629
732
810
93
109
1153
126
1361
145
1534
167
1771
189
195
2085
2114
225
2312
2476
258
2634
2770
2810
292
3029
3168
3264
3341
343
3577
3616
3733
389
3938
405
41100
4212
4316
4424
459
85.21% Passive voice overuse
Target: ≤2% passive sentences
passiveCount4
totalSentences70
matches
0"been taught"
1"been stabbed"
2"been worn"
3"been logged"
16.09% Past progressive (was/were + -ing) overuse
Target: ≤2% past progressive verbs
pastProgressiveCount4
totalVerbs145
matches
0"was not pointing"
1"was not pointing"
2"was tucking"
3"was measuring"
0.00% Em-dash & semicolon overuse
Target: ≤2% sentences with em-dashes/semicolons
emDashCount6
semicolonCount0
flaggedSentences5
totalSentences91
ratio0.055
matches
0"She showed her warrant card to the constable at the police tape, though the woman had already recognized her — everyone in the Met knew Quinn by the cropped salt-and-pepper hair and the bearing that made cadets straighten their spines when she passed."
1"Dark rectangles on the tile where the grime had been worn away in patches — rectangles the size of crates, the size of stalls."
2"The third thing wrong was in the victim's coat pocket, where the SOCO's evidence tray held the contents of his person: keys, cash, a phone with a shattered screen — and a dozen small tokens the colour of old ivory, each one the size of a pound coin, each one drilled through and carved with a pattern of fine lines."
3"The needle lay flat against the glass, straining, trembling like a dog at a door — and it was not pointing north."
4"She rubbed her thumb over the cracked leather of the watch on her left wrist — his watch, now hers — and kept her face still."
94.00% Purple prose (modifier overload)
Target: <4% adverbs, <2% -ly adverbs, no adj stacking
wordCount961
adjectiveStacks1
stackExamples
0"small, curly red hair"
adverbCount22
adverbRatio0.022892819979188347
lyAdverbCount9
lyAdverbRatio0.009365244536940686
100.00% Repeated phrase echo
Target: ≤20% sentences with echoes (window: 2)
totalSentences91
echoCount0
echoWords(empty)
100.00% Sentence length variance
Target: CV ≥0.4 for sentence word counts
totalSentences91
mean15.82
std14
cv0.885
sampleLengths
030
143
211
36
410
524
616
717
812
918
1059
113
1226
1310
141
152
1619
172
188
193
209
2124
227
2322
244
252
2619
274
2812
2923
303
315
3234
337
3424
355
3618
3724
389
395
4021
4130
4212
438
4411
453
4614
475
485
497
94.51% Sentence opener variety
Target: ≥60% unique sentence openers
consecutiveRepeats5
diversityRatio0.6373626373626373
totalSentences91
uniqueOpeners58
0.00% Adverb-first sentence starts
Target: ≥3% sentences starting with an adverb
adverbCount0
totalSentences58
matches(empty)
ratio0
88.97% Pronoun-first sentence starts
Target: ≤30% sentences starting with a pronoun
pronounCount19
totalSentences58
matches
0"She showed her warrant card"
1"Her torch beam cut through"
2"her colleague said, rising from"
3"She stood at the edge"
4"She turned his hand over"
5"She shone her torch along"
6"She stood and swept her"
7"she said quietly"
8"She followed one of the"
9"It ran twenty feet across"
10"She pressed her palm flat"
11"He did, and she watched"
12"She set it down and"
13"It was not pointing anywhere"
14"It pointed, with the fixed"
15"She held it up"
16"She rubbed her thumb over"
17"They'd parked her on a"
18"She held the compass up"
ratio0.328
72.07% Subject-first sentence starts
Target: ≤72% sentences starting with a subject
subjectCount45
totalSentences58
matches
0"The smell hit Harlow Quinn"
1"She showed her warrant card"
2"Camden's dead Tube station swallowed"
3"Her torch beam cut through"
4"The forensic lights someone had"
5"The body lay in the"
6"her colleague said, rising from"
7"Marcus Osei had a round,"
8"Quinn didn't answer."
9"She stood at the edge"
10"The victim lay on his"
11"Latex gloves, then two fingers"
12"She turned his hand over"
13"Rigor was barely started in"
14"Osei shifted his weight."
15"She shone her torch along"
16"She stood and swept her"
17"The second thing wrong was"
18"she said quietly"
19"She followed one of the"
ratio0.776
0.00% Subordinate conjunction sentence starts
Target: ≥2% sentences starting with a subordinating conjunction
subConjCount0
totalSentences58
matches(empty)
ratio0
58.82% Technical jargon density
Target: ≤6% sentences with technical-jargon patterns
analyzedSentences34
technicalSentenceCount4
matches
0"Marcus Osei had a round, agreeable face that had fooled more suspects than any interrogation room in London."
1"Along the walls, iron hooks sat at chest height in mortar that had no business holding modern fittings."
2"Small, brass, furred green with verdigris, its casing etched with symbols that were definitely not degrees and definitely not English."
3"It pointed, with the fixed insistence of a compass that had somewhere to be, directly at the cold brick wall."
100.00% Useless dialogue additions
Target: ≤5% dialogue tags with trailing filler fragments
totalTags19
uselessAdditionCount0
matches(empty)
100.00% Dialogue tag variety (said vs. fancy)
Target: ≤10% fancy dialogue tags
totalTags9
fancyCount1
fancyTags
0"she agreed (agree)"
dialogueSentences40
tagDensity0.225
leniency0.45
rawRatio0.111
effectiveRatio0.05
81.0620%