Run: 2026-07-07-01KWZ4JF6C7K23YZKD7SYHFSZ8

Run Details

Model:
Aion 3.0
Duration:
58.2s
Cost:
$0.018397
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 air in the abandoned Tube station tasted of rust and old water. Detective Harlow Quinn ducked beneath the yellow crime scene tape that sagged between two crumbling tile pillars, her worn leather watch catching a sliver of light from the forensic lamps ahead. The station had been closed since 1932 — one of the dozens of ghost stations that riddled London's underground like forgotten organs. Someone had pried open a maintenance hatch in the alley above, leaving it propped against the brick with a careless brick. That was how the body had been found. A urban explorer, nineteen and terrified, had called it in at 3:47 AM. Quinn's shoes scraped against the platform edge as she descended the service stairs. The steps were slick with something that wasn't water. She paused, crouched, touched the residue with a gloved fingertip. It was faintly iridescent, like oil on a puddle, but thicker. It didn't behave right. When she lifted her finger, the substance clung in a thin strand and then snapped, retracting back toward the step as if it had a preference. She bagged a sample anyway, noting the way the residue seemed to darken inside the evidence bag, as though the plastic offended it. The forensic team had set up three portable lamps in a triangle around the body, and the light they cast was unforgiving. A man, mid-thirties by Quinn's estimate, lay on his back on the platform tiles. His eyes were open. His mouth was frozen in a shape that wasn't quite a scream — it was something else, something that looked closer to the way a person looks when they're trying to speak underwater. His clothes were intact: a wool overcoat, a pressed shirt, leather shoes that had been expensive once. No visible wounds. No blood. But the skin was wrong. It had a quality Quinn had seen only once before, three years ago, in a room where DS Morris had been sitting in a chair that wasn't there anymore. "COD's looking like asphyxiation, but the pathologist won't commit until post-mortem." The voice came from behind her. Detective Sergeant Pranav Kapoor crouched beside the body on the opposite side, his round face creased with the particular exhaustion of someone who'd been awake for twenty hours. He was competent. Thorough. He'd been assigned to her unit eight months ago, and in that time he'd proven himself useful, if sometimes too willing to accept the first explanation that fit. "The bloke who found him said there was no one else down here. No witnesses, no CCTV — obviously, since the station's been shut for ninety years. Working theory is an overdose. Something new on the market. He came down here to use, had a bad reaction, and that was that." Quinn stood. She didn't respond immediately. Instead, she walked a slow circle around the body, her brown eyes tracking details the way a predator tracks movement in tall grass. The man's hands were clean. No track marks. No residue under the fingernails. If he'd injected something, he'd worn gloves or someone had cleaned him up afterward. But the positioning was natural. Rigor had set in with the arms at the sides, the fingers slightly curled, the head tilted just slightly to the left. No one had arranged him. He'd died exactly where he lay. "Overdose," Quinn repeated, the word flat. Kapoor looked up. "You're seeing something I'm not?" "What do you make of the residue on the stairs?" "Condensation. This place is full of moisture. Probably been dripping down here for decades." He shrugged. "Could be mineral deposits, mold, something growing in the damp. I've flagged it for sampling." "It's not condensation." Quinn knelt again, this time beside the victim's right hand. She produced a small flashlight and clicked it on, angling the beam low. The light caught something Kapoor had missed, or perhaps hadn't thought to look for. A faint dusting of verdigris-green powder on the man's cuff. Brass filings, or something like them. And there, caught between the second and third fingers, a single thread of something that looked like copper but wasn't. It was too bright. Too uniform. When Quinn touched it with her gloved finger, it was cold — not room-temperature cold, but cold the way a window pane is cold in January. "There's no paraphernalia," Quinn said. "No needle, no baggie, no residue of any drug I've ever seen. An addict comes down here to use, they bring their kit. They don't shoot up and then neatly dispose of every trace before they collapse." "Maybe someone else was with him. Cleared the evidence." "Then why leave the body? You clean up your paraphernalia but leave your friend's corpse on a Tube platform? That's not caution, Pranav. That's theater." Kapoor straightened, brushing his knees. "What are you thinking?" Quinn didn't answer right away. She moved away from the body, toward the dark mouth of the tunnel that led deeper into the station. The forensic lamps didn't reach far. Beyond their glow, the tunnel swallowed light whole. She swept her flashlight across the tiles. The station's name was still visible, chipped and faded: Camden. But someone had scratched something beneath it. Not graffiti. Symbols. Small, precise marks carved into the tile with something sharp. They were old — the glaze had weathered around them — but not as old as the station. Quinn photographed them with her phone, zooming in. The symbols meant nothing to her. But they meant something to someone. She thought of Morris. The way his face had looked that last night, when he'd told her he'd found something in the old files. A pattern. Cases that didn't fit. Deaths with no cause, locations with no logic, evidence that evaporated. He'd been excited. Then, three days later, he was gone. Not dead — gone. The room where they'd found his clothes still smelled of ozone and something else, something organic and wrong, and the case had been closed as a disappearance. Quinn had spent three years learning to live with the shape of that absence. She'd stopped looking for answers because answers required a question she could name. But standing here, in the green-tinged dark of a station that should have been empty, she felt the old question pressing against her chest again. "Detective?" Kapoor's voice echoed. "You all right?" Quinn turned back. "The victim's clothes. Check the pockets. All of them. And run his description through missing persons — I want a name before the hour's out." She paused. "And Pranav. Don't log the substance on the stairs as condensation. Log it as unknown biological residue, priority analysis. I want the lab to actually look at it, not file it and forget." "That's going to raise questions. The brass won't like the overtime on an overdose." "Then let's not call it an overdose." Quinn stepped back toward the body, crouching one final time. She studied the man's face, the strange shape of his mouth, the way his eyes stared upward as if he'd been watching something descend from the ceiling. She thought about the powder on his fingers. The carved symbols. The residue that moved on its own. "Let's call it suspicious death, circumstances unknown. And let's find out what Marcus — if that's his name — was doing ninety feet underground in a station that hasn't had a train since 1932." Kapoor exhaled, but he nodded. He knew better than to argue when Quinn's voice went quiet like that. It was the voice she used when she was certain, and certainty from a detective with eighteen years of decorated service and a reputation for solving the unsolvable was not something you contradicted lightly. Quinn stood and walked to the tunnel entrance again. She didn't enter — not yet — but she stood at its edge and listened. The underground had its own sounds. Dripping water. The hum of distant trains passing through other tunnels, felt more than heard. But beneath those sounds, there was something else. A rhythm, faint and regular, like a heartbeat buried in the walls. Or like something waiting. She pulled out her phone and scrolled to a number she'd saved three months ago, when she'd finally admitted to herself that Morris's disappearance wasn't going to be solved by conventional means. A research assistant at the British Museum. A woman named Eva Kowalski who had answered an obscure query Quinn had posted on an academic forum about pre-Christian burial symbols found in modern crime scenes. Kowalski had responded with a detailed analysis that was either the work of a meticulous scholar or someone who knew entirely too much about things that shouldn't exist. Quinn hadn't called the number yet. She'd been waiting for a reason. She looked at the symbols carved into the tile, at the body with no wounds, at the residue that had moved against gravity. She thought this might be reason enough. She pocketed the phone. Not yet. First, she needed the victim's name. She needed the lab results. She needed to walk this tunnel to its end and see what was at the other side of it. Because something was down here. Something had killed this man in a way that left no mark on his body but twisted his face into a shape that said he'd seen something impossible in his final moments. And whatever it was, it had left behind brass filings and carved symbols and a residue that didn't belong in a detective's evidence bag. Quinn had spent eighteen years following evidence where it led. She'd never once had evidence lead her somewhere she couldn't eventually explain. But as she stood in the dead station with the taste of rust and old water on her tongue, she understood with a clarity that sat like a stone in her chest that she was about to cross a line she couldn't see and couldn't uncross. She stepped into the tunnel. The darkness folded around her like a closing hand, and behind her, the light from the forensic lamps grew small and distant. The rhythm in the walls grew louder. And Detective Harlow Quinn walked forward, because walking forward was the only thing she'd ever known how to do.
created_at"2026-07-07T20:33:34.954Z" 7/7/2026, 8:33:34 PM
model"aion-labs/aion-3.0-20260707"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency762
moderation_latency(null)
generation_time57959
tokens_prompt923
tokens_completion3219
native_tokens_prompt844
native_tokens_completion2703
native_tokens_completion_images(null)
native_tokens_reasoning683
native_tokens_cached157
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)
usage0.01839675
router(null)
provider_responses
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endpoint_id"8c8f827d-2bef-468a-8f9e-8e27b470de5e"
id"a6a5322992724ed79e4242860b0a04d9"
is_byokfalse
latency762
model_permaslug"aion-labs/aion-3.0-20260707"
provider_name"AionLabs"
status200
user_agent"langchainjs-openai/1.0.0 ((node/v24.18.0; linux; x64))"
http_referer(null)
request_id"req-1783456414-GCkr3EvJJzuYzTO11DbB"
session_id(null)
preset_id(null)
api_type"completions"
id"gen-1783456414-UTZbhZD8qxAOxTI3JQQD"
upstream_id"a6a5322992724ed79e4242860b0a04d9"
total_cost0.01839675
cache_discount0.00035325
upstream_inference_cost0
provider_name"AionLabs"
response_cache_source_id(null)
data_region"global"

Evaluation details

Result Evaluator Details Meta Data
0.00% Adverbs in dialogue tags
Target: ≤10% dialogue tags with adverbs
totalTags8
adverbTagCount2
adverbTags
0"Quinn knelt again [again]"
1"Quinn stepped back [back]"
dialogueSentences20
tagDensity0.4
leniency0.8
rawRatio0.25
effectiveRatio0.2
91.14% AI-ism adverb frequency
Target: <2% AI-ism adverbs (58 tracked)
wordCount1693
totalAiIsmAdverbs3
found
0
adverb"slightly"
count2
1
adverb"lightly"
count1
highlights
0"slightly"
1"lightly"
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)
91.14% AI-ism word frequency
Target: <2% AI-ism words (290 tracked)
wordCount1693
totalAiIsms3
found
0
word"predator"
count1
1
word"tinged"
count1
2
word"echoed"
count1
highlights
0"predator"
1"tinged"
2"echoed"
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
narrationSentences120
matches(empty)
100.00% Filter word density
Target: ≤3% sentences with filter/hedge words
filterCount1
hedgeCount1
narrationSentences120
filterMatches
0"watch"
hedgeMatches
0"seemed to"
100.00% Gibberish response detection
Target: ≤1% gibberish-like sentences (hard fail if a sentence exceeds 800 words)
analyzedSentences132
gibberishSentences0
adjustedGibberishSentences0
longSentenceCount0
runOnParagraphCount0
giantParagraphCount0
wordSaladCount0
repetitionLoopCount0
controlTokenCount0
repeatedSegmentCount0
maxSentenceWordsSeen50
ratio0
matches(empty)
100.00% Markdown formatting overuse
Target: ≤5% words in markdown formatting
markdownSpans0
markdownWords0
totalWords1705
ratio0
matches(empty)
100.00% Missing dialogue indicators (quotation marks)
Target: ≤10% speech attributions without quotation marks
totalAttributions16
unquotedAttributions0
matches(empty)
78.57% Name drop frequency
Target: ≤1.0 per-name mentions per 100 words
totalMentions45
wordCount1400
uniqueNames15
maxNameDensity1.43
worstName"Quinn"
maxWindowNameDensity2.5
worstWindowName"Quinn"
discoveredNames
Tube1
Harlow2
Quinn20
London1
Morris3
Detective3
Sergeant1
Pranav1
Kapoor6
January1
Camden1
British1
Museum1
Eva1
Kowalski2
persons
0"Harlow"
1"Quinn"
2"Morris"
3"Sergeant"
4"Pranav"
5"Kapoor"
6"Eva"
7"Kowalski"
places
0"London"
1"Detective"
2"January"
3"British"
globalScore0.786
windowScore0.833
55.06% Narrator intent-glossing
Target: ≤2% narration sentences with intent-glossing patterns
analyzedSentences79
glossingSentenceCount3
matches
0"quite a scream — it was something else, something that looked closer to the way a person looks when they're trying to speak underwater"
1"something like them"
2"looked like copper but wasn't"
82.70% "Not X but Y" pattern overuse
Target: ≤1 "not X but Y" per 1000 words
totalMatches2
per1kWords1.173
wordCount1705
matches
0"not room-temperature cold, but cold the way a window pane is cold in January"
1"no mark on his body but"
100.00% Overuse of "that" (subordinate clause padding)
Target: ≤2% sentences with "that" clauses
thatCount0
totalSentences132
matches(empty)
100.00% Paragraph length variance
Target: CV ≥0.5 for paragraph word counts
totalParagraphs28
mean60.89
std41.89
cv0.688
sampleLengths
0108
196
2129
3128
494
56
68
710
831
9108
1042
119
1225
139
14113
15134
167
1763
1814
1962
2034
2152
2269
2394
2442
2597
2668
2753
84.80% Passive voice overuse
Target: ≤2% passive sentences
passiveCount7
totalSentences120
matches
0"been closed"
1"been found"
2"was frozen"
3"been assigned"
4"been excited"
5"was gone"
6"been closed"
100.00% Past progressive (was/were + -ing) overuse
Target: ≤2% past progressive verbs
pastProgressiveCount1
totalVerbs240
matches
0"was unforgiving"
12.99% Em-dash & semicolon overuse
Target: ≤2% sentences with em-dashes/semicolons
emDashCount8
semicolonCount0
flaggedSentences6
totalSentences132
ratio0.045
matches
0"The station had been closed since 1932 — one of the dozens of ghost stations that riddled London's underground like forgotten organs."
1"His mouth was frozen in a shape that wasn't quite a scream — it was something else, something that looked closer to the way a person looks when they're trying to speak underwater."
2"When Quinn touched it with her gloved finger, it was cold — not room-temperature cold, but cold the way a window pane is cold in January."
3"They were old — the glaze had weathered around them — but not as old as the station."
4"Not dead — gone."
5"She didn't enter — not yet — but she stood at its edge and listened."
100.00% Purple prose (modifier overload)
Target: <4% adverbs, <2% -ly adverbs, no adj stacking
wordCount1396
adjectiveStacks0
stackExamples(empty)
adverbCount48
adverbRatio0.034383954154727794
lyAdverbCount11
lyAdverbRatio0.007879656160458453
100.00% Repeated phrase echo
Target: ≤20% sentences with echoes (window: 2)
totalSentences132
echoCount0
echoWords(empty)
100.00% Sentence length variance
Target: CV ≥0.4 for sentence word counts
totalSentences132
mean12.92
std10.27
cv0.795
sampleLengths
013
131
222
321
48
513
613
79
810
911
104
1126
1223
1322
1414
154
1633
1717
183
192
205
2129
2217
2328
243
251
2628
2751
282
294
3023
315
323
335
3414
355
3622
375
386
396
403
415
4210
4316
4415
4513
4613
4714
4810
496
45.71% Sentence opener variety
Target: ≥60% unique sentence openers
consecutiveRepeats13
diversityRatio0.3333333333333333
totalSentences132
uniqueOpeners44
61.73% Adverb-first sentence starts
Target: ≥3% sentences starting with an adverb
adverbCount2
totalSentences108
matches
0"Instead, she walked a slow"
1"Then, three days later, he"
ratio0.019
94.07% Pronoun-first sentence starts
Target: ≤30% sentences starting with a pronoun
pronounCount34
totalSentences108
matches
0"She paused, crouched, touched the"
1"It was faintly iridescent, like"
2"It didn't behave right."
3"She bagged a sample anyway,"
4"His eyes were open."
5"His mouth was frozen in"
6"His clothes were intact: a"
7"It had a quality Quinn"
8"He was competent."
9"He'd been assigned to her"
10"She didn't respond immediately."
11"He'd died exactly where he"
12"She produced a small flashlight"
13"It was too bright."
14"She moved away from the"
15"She swept her flashlight across"
16"They were old — the"
17"She thought of Morris."
18"He'd been excited."
19"She'd stopped looking for answers"
ratio0.315
75.74% Subject-first sentence starts
Target: ≤72% sentences starting with a subject
subjectCount83
totalSentences108
matches
0"The air in the abandoned"
1"Detective Harlow Quinn ducked beneath"
2"The station had been closed"
3"Someone had pried open a"
4"That was how the body"
5"A urban explorer, nineteen and"
6"Quinn's shoes scraped against the"
7"The steps were slick with"
8"She paused, crouched, touched the"
9"It was faintly iridescent, like"
10"It didn't behave right."
11"She bagged a sample anyway,"
12"The forensic team had set"
13"A man, mid-thirties by Quinn's"
14"His eyes were open."
15"His mouth was frozen in"
16"His clothes were intact: a"
17"It had a quality Quinn"
18"The voice came from behind"
19"Detective Sergeant Pranav Kapoor crouched"
ratio0.769
92.59% Subordinate conjunction sentence starts
Target: ≥2% sentences starting with a subordinating conjunction
subConjCount2
totalSentences108
matches
0"If he'd injected something, he'd"
1"Because something was down here."
ratio0.019
0.00% Technical jargon density
Target: ≤6% sentences with technical-jargon patterns
analyzedSentences53
technicalSentenceCount11
matches
0"Detective Harlow Quinn ducked beneath the yellow crime scene tape that sagged between two crumbling tile pillars, her worn leather watch catching a sliver of li…"
1"When she lifted her finger, the substance clung in a thin strand and then snapped, retracting back toward the step as if it had a preference."
2"His mouth was frozen in a shape that wasn't quite a scream — it was something else, something that looked closer to the way a person looks when they're trying t…"
3"His clothes were intact: a wool overcoat, a pressed shirt, leather shoes that had been expensive once."
4"Detective Sergeant Pranav Kapoor crouched beside the body on the opposite side, his round face creased with the particular exhaustion of someone who'd been awak…"
5"Deaths with no cause, locations with no logic, evidence that evaporated."
6"But standing here, in the green-tinged dark of a station that should have been empty, she felt the old question pressing against her chest again."
7"She studied the man's face, the strange shape of his mouth, the way his eyes stared upward as if he'd been watching something descend from the ceiling."
8"A woman named Eva Kowalski who had answered an obscure query Quinn had posted on an academic forum about pre-Christian burial symbols found in modern crime scen…"
9"Kowalski had responded with a detailed analysis that was either the work of a meticulous scholar or someone who knew entirely too much about things that shouldn…"
10"Something had killed this man in a way that left no mark on his body but twisted his face into a shape that said he'd seen something impossible in his final mom…"
100.00% Useless dialogue additions
Target: ≤5% dialogue tags with trailing filler fragments
totalTags8
uselessAdditionCount0
matches(empty)
100.00% Dialogue tag variety (said vs. fancy)
Target: ≤10% fancy dialogue tags
totalTags2
fancyCount1
fancyTags
0"Quinn repeated (repeat)"
dialogueSentences20
tagDensity0.1
leniency0.2
rawRatio0.5
effectiveRatio0.1
81.5413%