NC Bench
Overview
About
Tests
Categories
Models
Vendors
Compare
Run: 2026-03-18-01KM0821A8QZRMVEQ3J8258NP2
Run Details
Model:
GPT-5.4 Nano
Test:
Bad Writing Habits
Scenario:
Romance: separated couple reunites
Duration:
19.5s
Cost:
$0.004771
Provider:
OpenAI
Evaluation summary
Score
Evaluator
Details Link
100.00%
Adverbs in dialogue tags
(details)
83.97%
AI-ism adverb frequency
(details)
100.00%
AI-ism character names
(details)
100.00%
AI-ism location names
(details)
60.83%
AI-ism word frequency
(details)
100.00%
Cliché density
(details)
100.00%
Emotion telling (show vs. tell)
(details)
100.00%
Filter word density
(details)
100.00%
Gibberish response detection
(details)
100.00%
Markdown formatting overuse
(details)
100.00%
Missing dialogue indicators (quotation marks)
(details)
16.67%
Name drop frequency
(details)
39.71%
Narrator intent-glossing
(details)
93.16%
"Not X but Y" pattern overuse
(details)
100.00%
Overuse of "that" (subordinate clause padding)
(details)
100.00%
Paragraph length variance
(details)
100.00%
Passive voice overuse
(details)
100.00%
Past progressive (was/were + -ing) overuse
(details)
100.00%
Em-dash & semicolon overuse
(details)
95.28%
Purple prose (modifier overload)
(details)
100.00%
Repeated phrase echo
(details)
100.00%
Sentence length variance
(details)
43.73%
Sentence opener variety
(details)
86.81%
Adverb-first sentence starts
(details)
90.83%
Pronoun-first sentence starts
(details)
4.27%
Subject-first sentence starts
(details)
26.04%
Subordinate conjunction sentence starts
(details)
100.00%
Technical jargon density
(details)
100.00%
Useless dialogue additions
(details)
67.53%
Dialogue tag variety (said vs. fancy)
(details)
83.6274%
Overall
Model input
System
You are an expert and award-winning novel writer in the dark Romance genre. Your readers are hooked on your stories and can't wait to read the book you have in store. <important> - MUST: Start each chapter in medias res (in the middle of action). AVOID talking about the weather, time of day, the position of the sun, or other boring stuff. - The instructions/summary are just a that, a summary. Feel free to add details, stretch sections and add interesting transitions/descriptions/fillers. - When called for it, have fast-paced action, but otherwise take things slow. This is an experience, and not for people with short attention spans. Enjoy the wine, not slurp Red Bull. - Add descriptions when transitioning places/times/etc, or when coming by new places (e.g. a corner shop, a cafe, etc.). But remember: NOT at the start or end of a chapter. - MUST: AVOID ending in internal monologue, reminiscing or waiting for the next day. A good chapter end is when we're ending right when shit hits the fan. We want to have the reader be excited for what comes next. So no reminiscing, contemplating or summarizing the day. It's popcorn time! </important>
User/Human
Take into account the following glossary of characters/locations/items/lore... when writing your response: <codex> <character id="4412" name="Aurora Carter" aliases="Rory, Laila, Aurora, Carter, Malphora" pronouns="she/her" species="Human" storyRole="Protagonist"> <eyeColor>bright blue</eyeColor> <hair>straight shoulder-length black</hair> <height>5'6"</height> <age>25</age> <scar>small crescent-shaped scar on her left wrist from a childhood accident</scar> <description>Aurora, referred to by her friends as Rory, is cool-headed, intelligent, and known for quick out-of-the-box thinking.</description> <backstory>Born in Cardiff to an Irish barrister father (Brendan Carter) and Welsh teacher mother (Jennifer Carter née Ellis), Rory reluctantly pursued Pre-Law at Cardiff University. She fled to London at the behest of her childhood friend Eva after leaving an abusive ex named Evan. By day, Rory works part-time as a delivery person for Yu-Fei Cheung's Golden Empress restaurant. She lives in a flat above Silas' bar.</backstory> </character> <character id="4415" name="Lucien Moreau" aliases="Lucien, Luc, the Frenchman" pronouns="he/him" species="Half-Demon" storyRole="Ally"> <eyeColor>heterochromatic — one amber, one black</eyeColor> <hair>slicked-back platinum blond</hair> <height>5'11"</height> <age>32</age> <cane>ivory-handled cane that conceals a thin blade</cane> <dress>tailored charcoal suits</dress> <description>An impeccably dressed fixer and information broker in London's supernatural underworld. He speaks four languages fluently.</description> <backstory>Born in Marseille to a human mother and a demon father from the realm of Avaros.</backstory> </character> <location id="858" name="Eva's Flat" aliases="Eva's place, the flat on Brick Lane" realm="Earth"> <cat>tabby cat named Ptolemy</cat> <security>three deadbolts on the front door</security> <description>A cramped one-bedroom flat above a curry house on Brick Lane, East London. Every surface is covered with books, scrolls, and research notes.</description> </location> </codex> <proseGuidelines> <styleGuide> - Write in past tense and use British English spelling and grammar - Keep a Flesch reading ease score of 60 - Respect the the Royal Order of Adjectives: The order is: opinion, size, age, shape, color, origin, material, purpose, followed by the noun itself (e.g., "a lovely little old rectangular green French silver whittling knife") - Respect the ablaut reduplication rule (e.g. tick-tock, flip-flop) - Write in active voice - Passive voice: <bad>The book was read by Sarah.</bad> - Active voice: <good>Sarah read the book.</good> - Reduce the use of passive verbs - <bad>For a moment, I was tempted to throw in the towel.</bad> - <good>For a moment, I felt tempted to throw in the towel.</good> - Avoid misplaced modifiers that can cause confusion when starting with "-ing" words: - <bad>Considering going to the store, the empty fridge reflected in Betty's eyes.</bad> - <good>Betty stared into the empty fridge. It was time to go to the store.</good> - Avoid redundant adverbs that state the obvious meaning already contained in the verb: - <bad>She whispered quietly to her mom.</bad> - <good>She whispered to her mom.</good> - Use stronger, more descriptive verbs over weak ones: - <bad>Daniel drove quickly to his mother's house.</bad> - <good>Daniel raced to his mother's house.</good> - Omit adverbs that don't add solid meaning like "extremely", "definitely", "truly", "very", "really": - <bad>The movie was extremely boring.</bad> - <good>The movie was dull.</good> - Use adverbs to replace clunky phrasing when they increase clarity: - <bad>He threw the bags into the corner in a rough manner.</bad> - <good>He threw the bags into the corner roughly.</good> - Avoid making simple thoughts needlessly complex: - <bad>After I woke up in the morning the other day, I went downstairs, turned on the stove, and made myself a very good omelet.</bad> - <good>I cooked a delicious omelet for breakfast yesterday morning.</good> - Never backload sentences by putting the main idea at the end: - <bad>I decided not to wear too many layers because it's really hot outside.</bad> - <good>It's sweltering outside today, so I dressed light.</good> - Omit nonessential details that don't contribute to the core meaning: - <bad>It doesn't matter what kind of coffee I buy, where it's from, or if it's organic or not—I need to have cream because I really don't like how the bitterness makes me feel.</bad> - <good>I add cream to my coffee because the bitter taste makes me feel unwell.</good> - Always follow the "show, don't tell" principle. For instance: - Telling: <bad>Michael was terribly afraid of the dark.</bad> - Showing: <good>Michael tensed as his mother switched off the light and left the room.</good>- Telling: <bad>I walked through the forest. It was already Fall, and I was getting cold.</bad> - Showing: <good>Dry orange leaves crunched under my feet. I pulled my coat's collar up and rubbed my hands together.</good>- Add sensory details (sight, smell, taste, sound, touch) to support the "showing" (but keep an active voice) - <bad>The room was filled with the scent of copper.</bad> - <good>Copper stung my nostrils. Blood. Recent.</good> - Use descriptive language more sporadically. While vivid descriptions are engaging, human writers often use them in bursts rather than consistently throughout a piece. When adding them, make them count! Like when we transition from one location to the next, or someone is reminiscing their past, or explaining a concept/their dream... - Avoid adverbs and clichés and overused/commonly used phrases. Aim for fresh and original descriptions. - Avoid writing all sentences in the typical subject, verb, object structure. Mix short, punchy sentences with long, descriptive ones. Drop fill words to add variety. Like so: <good>Locked. Seems like someone doesn't want his secrets exposed. I can work with that.</good> - Convey events and story through dialogue. It is important to keep a unique voice for every character and make it consistent. - Write dialogue that reveals characters' personalities, motivations, emotions, and attitudes in an interesting and compelling manner - Leave dialogue unattributed. If needed, only use "he/she said" dialogue tags and convey people's actions or face expressions through their speech. Dialogue always is standalone, never part of a paragraph. Like so: - <bad>"I don't know," Helena said nonchalantly, shrugging her shoulders</bad> - <good>"No idea" "Why not? It was your responsibility"</good> - Avoid boring and mushy dialog and descriptions, have dialogue always continue the action, never stall or include unnecessary fluff. Vary the descriptions to not repeat yourself. Avoid conversations that are just "Let's go" "yes, let's" or "Are you ready?" "Yes I'm ready". Those are not interesting. Think hard about every situtation and word of text before writing dialogue. If it doesn't serve a purpose and it's just people talking about their day, leave it. No one wants to have a normal dinner scene, something needs to happen for it to be in the story. Words are expensive to print, so make sure they count! - Put dialogue on its own paragraph to separate scene and action. - Use body language to reveal hidden feelings and implied accusations- Imply feelings and thoughts, never state them directly - NEVER use indicators of uncertainty like "trying" or "maybe" - NEVER use em-dashes, use commas for asides instead </styleGuide> <voiceGuide> Each character in the story needs to have distinct speech patterns: - Word choice preferences - Sentence length tendencies - Cultural/educational influences - Verbal tics and catchphrases Learn how each person talks and continue in their style, and use their Codex entries as reference. <examples> - <bad>"We need to go now." "Yes, we should leave." "I agree."</bad> <good>"Time's up." "Indeed, our departure is rather overdue." "Whatever, let's bounce."</good> - Power Dynamic Example: <bad> "We need to discuss the contract." "Yes, let's talk about it." "I have concerns." </bad> <good> "A word about the contract." "Of course, Mr. Blackwood. Whatever you need." "The terms seem..." A manicured nail tapped the desk. "Inadequate." "I can explain every-" "Can you?" </good> </examples> </voiceGuide> <dialogueFlow> When writing dialogue, consider that it usually has a goal in mind, which gives it a certain flow. Make dialogue sections also quite snappy in the back and forth, and don't spread the lines out as much. It's good to have details before, after, or as a chunk in-between, but we don't want to have a trail of "dialogue breadcrumbs" spread throughout a conversation. <examples> - Pattern 1 - Question/Deflection/Revelation: <good> "Where were you last night?" "Work. The usual." "Lipstick's an interesting shade for spreadsheets." </good> - Pattern 2 - Statement/Contradiction/Escalation: <good> "Your brother's clean." "Tommy doesn't touch drugs." "I'm holding his tox screen." </good> - Pattern 3 - Observation/Denial/Truth: <good> "That's a new watch." "Birthday gift." "We both know what birthdays mean in this business." </good> - Example - A Simple Coffee Order: <bad> "I'll have a coffee." "What size?" "Large, please." </bad> <good> "Black coffee.""Size?""Large. Been a long night." "That bodega shooting?" "You watch too much news." "My brother owns that store." </good> This short exchange: - Advances plot (reveals connection to crime) - Shows character (cop working late) - Creates tension (unexpected connection) - Sets up future conflict (personal stake) - Example - Dinner Scene: <bad> "Pass the salt." "Here you go." "Thanks." </bad> <good> "Salt?" "Perfect as is. Mother's recipe." "Mother always did prefer... bland things." "Unlike your first wife?" </good> - Example - Office Small Talk: <bad> "Nice weather today." "Yes, very nice." "Good for golf." </bad> <good> "Perfect golf weather." "Shame about your membership." "Temporary suspension. Board meets next week." "I know. I called the vote." </good> </examples> </dialogueFlow> <subtextGuide> - Layer dialogue with hidden meaning: <bad>"I hate you!" she yelled angrily.</bad> <good>"I made your favorite dinner." The burnt pot sat accusingly on the stove.</good> - Create tension through indirect communication: <bad>"Are you cheating on me?"</bad> <good>"Late meeting again?" The lipstick stain on his collar caught the light.</good> <examples> - Example 1 - Unspoken Betrayal: <bad> "Did you tell them about our plans?" "No, I would never betray you." "I don't believe you." </bad> <good> "Funny. Johnson mentioned our expansion plans today." "The market's full of rumors." "Mentioned the exact numbers, actually." The pen in his hand snapped. </good> - Example 2 - Failed Marriage: <bad> "You're never home anymore." "I have to work late." "I miss you." </bad> <good> "Your dinner's in the microwave. Again." "Meetings ran long." "They always do." She folded the same shirt for the third time. </good> - Example 3 - Power Struggle: <bad> "You can't fire me." "I'm the boss." "I'll fight this." </bad> <good> "That's my father's nameplate you're sitting behind." "Was." "The board meeting's on Thursday." </good> </examples> </subtextGuide> <sceneDetail> While writing dialogue makes things more fun, sometimes we need to add detail to not have it be a full on theatre piece. <examples> - Example A (Power Dynamic Scene) <good> "Where's my money?" The ledger snapped shut. "I need more time." "Interesting." He pulled out a familiar gold pocket watch. My mother's. "Time is exactly what you bargained with last month." "That was different-" "Was it?" The watch dangled between us. "Four generations of O'Reillys have wound this every night. Your mother. Your grandmother. Your great-grandmother.Shall we see who winds it next?" </good> - Example B (Action Chase) It's much better to be in the head of the character experiencing it, showing a bit of their though-process, mannerisms and personality: <good> Three rules for surviving a goblin chase in Covent Garden: Don't run straight. Don't look back. Don't let them herd you underground. I broke the first rule at Drury Lane. Rookie mistake. The fruit cart I dodged sailed into the wall behind me. Glass shattered. Someone screamed about insurance. *Tourist season's getting rough*, the scream seemed to say. Londoners adapt fast. "Oi! Market's closed!" The goblin's accent was pure East End. They're evolving. Learning. I spotted the Warren Street tube station sign ahead. *Shit.* There went rule three. </good> - Example C (Crime Scene Investigation) <good> "Greek." Davies snapped photos of the symbols. "No, wait. Reverse Greek." "Someone's been watching too many horror films." I picked up a receipt from the floor. Occult supply shop in Camden. Paid by credit card. *Amateur hour*. "Could be dangerous though," Davies said. "Remember Bristol?" "Bristol was Sanskrit. And actual cultists." I pointed to the nearest symbol. "This genius wrote 'darkness' backwards but used a Sigma instead of an S. It's summoning Instagram followers at best." "Speaking of followers..." Davies pointed to heavy foot traffic in the dust. Multiple sets. All new trainers. *Ah.* "Anyone check local uni paranormal societies?" </good> - Example D (Dialogue-heavy) <good> "Found your card in her wallet." The detective slid it across the table. Worn edges. Folded corner. Three years old at least. "Standard practice. I work missing persons." "Funny thing about missing persons.Eventually they stop being missing. Turn up in the Thames. Under motorways. In pieces." "I don't-" "You found four last year. All breathing." She opened a file. "This would've been your first dead one. If we hadn't found her first." The card felt heavier somehow. </good> </examples> </sceneDetail> <sceneOpenings> KEY RULE: Never open with more than one paragraph of description, no matter how beautiful. Description should be earned through action and dialogue. Instead of opening with setting description, open with: - A character doing something specific - A line of dialogue that raises questions - An unexpected observation - A moment of tension or conflict - Start with a hook that's 1-2 sentences maximum - Follow with a smaller paragraph that provides immediate context - Vary paragraph size from the start to create visual interest </sceneOpenings> </proseGuidelines> Write a chapter based on the following instructions: <instructions> Write a fully fleshed out scene of at least 1000 words in the romance genre. Two people who parted on complicated terms are forced together again when one shows up unannounced at the other's flat. There's history between them — attraction, hurt, and things left unsaid. Write the scene from the moment the door opens. 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. </instructions>
Model response
Messages
Meta
AI
The deadbolt snapped back like
a gun cocked for a final shot, and Aurora Carter shoved the door wider with her shoulder, delivery bag banging her thigh as she froze. “Rory,”
a voice said from the
landing, smooth as a blade dragged through
silk
. She didn’t answer. She didn’t breathe.
The tabby cat in her
doorway, Ptolemy, sat with his tail wrapped neatly around his paws, eyes bright and unimpressed, like he’d seen worse men than this and billed it as a household expense.
Aurora’s left wrist throbbed under
the crescent-scar as her fingers tightened on the strap of her bag.
Bright blue eyes tracked the
man stepping into the narrow hall.
Lucien Moreau wore a tailored
charcoal suit and had the kind of posture that looked engineered, shoulders set as if he’d never once stumbled in his life.
His platinum hair lay slicked
back, pale against the dim stairwell light. One eye was amber, the other black, and both of them held on her with infuriating precision.
His ivory-handled cane rested against
his palm, not touching the floor yet.
The tip looked decorative until
she remembered the thin blade hidden inside it, the way the supernatural didn’t bother disguising its intentions anymore.
Aurora let the door swing
wider, more out of reflex than welcome.
The flat above the curry
house smelled faintly of spice and old paper, books stacked in uneven towers around the hallway, research notes and scroll fragments tucked under a table like they might crawl away when she
wasn’t looking
. Lucien’s gaze swept her hallway, then returned to her face.
His mouth tilted, not quite
a smile. “You lock like someone who learned the hard way,” he said. “I lock like someone who expects idiots.”
Aurora stepped back, buying herself
space, and set the delivery bag down on the little console table by the door with a thud. The bag’s zipper rasped. Food didn’t matter. The threat did.
Lucien crossed the threshold without
waiting for permission. The ivory cane angled forward, stopping just short of the runner rug. He didn’t scuff her place. He never scuffed anything. “I didn’t expect you,” he said. “That’s never been your gift.”
Her tone stayed cool
.
It cost her effort, like
holding ice in her hands. “Why are you here, Luc?”
He didn’t flinch at her
using his alias like a warning.
He looked at her wrist
instead, the small crescent scar half-hidden by her sleeve.
His heterochromatic eyes narrowed, amber
catching the kitchen light. For a second, his voice softened, not kinder, just… quieter. “Because you’re staying above Silas’ bar.”
He spoke it like a
fact he’d paid for. “And because someone’s moved your way.” Aurora’s throat tightened.
She made herself swallow it
down. “Someone always moves my way.” “That’s the point.” Lucien’s cane tapped the floor once, a deliberate rhythm. Tick. Tap. The thin blade inside would have felt colder than steel to anyone who knew how to listen. “Someone wants what you’re hiding.” She lifted her chin. “I’m hiding books.” “I know you read more than you talk,”
he said, and the words
struck wrong, too intimate for a man who’d turned up unannounced. “Still, you’re not hiding books.” Ptolemy gave a soft chuff from the doorway, as if to say, finally. Someone else’s problem. Aurora moved to the side, angling her body between Lucien and the kitchen entrance.
She didn’t block him with
a wall, just with posture. A barrier made of refusal. “What do you want?” she asked. Lucien’s gaze followed her movement, acknowledging the space without respecting it.
He approached slowly, like he
had all the time in the world, like she couldn’t chase him out even if she wanted to. “I brought you a message,” he said. “From who?”
He paused, cane still, eyes
still on her. The
silence
stretched just long enough to scrape at the raw place behind her ribs. “From the part of London that doesn’t ask permission,”
he said at last
. “From the part of London that breaks doors.” Aurora’s jaw flexed. The scent of curry rose when she moved, rich and stale, a comfort that didn’t reach her skin. “You’re here because you broke the door in your head, not because you’re worried about me.” Lucien’s mouth tightened. For a
flicker
, he looked less like a fixer and more like a man caught mid-fault. “Worry is a word for humans,” he said. “I’m not human.” “You say that like it absolves you.” Aurora heard her own voice sharpen and
hated that she’d
let anger take the steering wheel. Lucien tipped his head
slightly
. “I didn’t absolve anything.” She stepped closer. One step. Her blue eyes pinned his amber one, left scar burning under her cuff. “Then stop showing up in my flat like I’m a clue you can pick up and pocket.” His gaze dropped, just for a beat, to her delivery bag on the console table, to the simple fact that she’d come home with food and a plan and no room for him.
Then he looked back at
her. “Do you want me to leave?” he asked. It should have been easy to say yes. It should have been easy to point him back down the stairs, to slam the deadbolt, to let Ptolemy guard the threshold like a god of petty grievances.
Instead, Aurora’s voice came out
steadier than she felt. “No,” she said, then immediately
tried to
take it back with
silence
and posture. Lucien’s expression changed. Not a smile, not quite. Something sharper slid into place, like a lock clicking. “You didn’t lock your heart,” he murmured. Her breath caught. She forced herself not to step back. She couldn’t afford that. She’d learned what retreat did to men like Lucien. It made them believe you’d been waiting. “I locked my door,” she said. “There’s a difference.” Lucien advanced one pace, then stopped with the cane resting on the floor just to her left, close enough that she could see the seam where the blade housed. His suit jacket didn’t wrinkle, didn’t shift. He looked composed in a way that made her
feel
unsteady. “I remember Cardiff,” he said. Aurora blinked. “We never went together.” “You went,” Lucien corrected, his tone precise, like he’d filed the facts into a drawer. “You fled. And then you kept fleeing.” Her heart kicked once. Not because the words were wrong, but because they landed too close to the bruised place she’d built her life around. She kept her face still, kept her hands loose at her sides. “Why are you doing this?” she asked. “Why now?” Lucien’s amber eye held hers. The black eye looked like a shadow that didn’t belong to him. “Because someone’s using your name,” he said. “They’re calling you Malphora in places you don’t visit.” Aurora went cold in an instant. That alias wasn’t hers to give away. Not after everything she’d sworn to bury. She stared at him, and the air between them thickened like smoke. “My name isn’t a toy,” she said. Lucien nodded once. “It isn’t. That’s why I came.” Aurora’s mouth tasted metallic. “You didn’t come for me.” He didn’t deny it. That annoyed her more than any lie. “I came because I can stop it,” he said. “And because you look like you’ll try to stop it alone.” Her laugh came out sharp. “You’ve never seen me alone.” Lucien’s gaze
flicked
to the left side of the flat, toward her living area where the books sprawled like a battlefield. Toward the notes she kept under her mattress, the ones she never showed anyone. The ones that explained how certain demons could be bribed with names, how old deals could be pulled like threads. “How many nights have you kept a candle burning for a page you didn’t show?” Lucien asked
softly
. Aurora’s skin prickled. “Stop acting like you know me better than I do.” “I don’t.” Lucien’s voice dropped. The cane shifted, just
slightly
, and the blade inside it would have
been angled
toward her if he decided to. He didn’t. Not yet. “I know you in the ways you leave visible.” That was the cruelest kind of accuracy. It made her want to grab his collar and drag the truth out by force.
Instead, she turned her head
and looked past him at her hallway door, at the deadbolt behind him, at the security as if it could explain anything. Ptolemy stood, tail lifting like a question mark. Aurora swallowed. “If someone’s using my name, why would you have information?” Lucien’s lips parted. The
silence
after that felt like he chose his next words
carefully
, like he weighed them against a memory he didn’t want to spend. “Because I broker information,”
he said at last
. “Convenient,” Aurora replied. “Like you’re running a shop and I’m a product.” Lucien’s heterochromatic eyes darkened, amber losing some of its
warmth
. “You think I sell you?” “I think you show up, you talk in riddles, and you leave me bleeding questions.” Aurora’s wrist
throbbed
again, her scar protesting as if it wanted to join the argument. “Last time, you made a decision without asking me.” Lucien’s jaw tightened. “Last time, you made a choice without telling me.” Aurora hated how
quickly
it turned into a wound between them, how their history pulled at the same thread from opposite sides. Last time. She remembered the look on his face when she’d walked out of his reach, not because she didn’t want him, but because she wanted safety more than
desire
. Safety that turned into a promise she couldn’t keep. Lucien stepped closer again, and the air grew tighter. “You didn’t tell me about Evan,” he said. Aurora’s breath stuttered. Her mind snapped to Evan’s name like it had teeth. Like a cage door slamming shut. She’d kept that locked away under layers of work and distance. “You can’t—” she started. “I can,” Lucien said. His voice held no softness now. “I can because I’m not guessing. I’m reading. I’m listening.” Aurora’s fingers curled. “How?” Lucien’s gaze dropped to her delivery bag again, then to the small pocket she’d sewn into its lining, the one she used for documents she couldn’t afford to lose. His eyes lingered just long enough to remind her he’d been near her things before, in ways she hadn’t consented to. “I know how because I have eyes,” he said. “And because I have a blade that finds what you hide.” Something in her shifted. Not fear. Not exactly.
Anger that he
could say that so calmly.
Anger that desire
still surged when he moved like this, close enough that her body remembered his
warmth
from nights she’d refused to call anything but survival. Aurora forced herself to look him in the face. “What are you
really
offering?” she asked. “Protection? Or control?” Lucien’s expression sharpened, like she’d finally used the right key. He leaned in a fraction. Her perfume caught in her own throat, citrus and spice from the curry upstairs, and under it, the faint metallic scent of him, like coin and storm. “Both,” he said. The honest cruelty of it made her
stomach
flip. Aurora’s voice turned low. “Then you’re not better than the men who hurt me.” Lucien went still. Amber eye held her, black eye turned almost
unreadable
. “I didn’t hurt you,” he said. “You left,” Aurora countered. Lucien exhaled once. He looked like he’d swallowed something bitter. “I left because you asked me to.” “I asked you because I thought you were going to hurt me,” she snapped. “You thought wrong,” Lucien replied. Aurora stepped in until her toes almost brushed the runner rug edge where his cane rested. She lifted her chin, baring the crescent scar like a challenge. “Then why did it
feel
like a warning?” she asked. Lucien’s throat worked. His cane lowered
slightly
, just enough that the concealed blade wasn’t pointed at her. The movement still carried threat, but it carried something else, too. “I warned you,” he said. “I just didn’t get the chance to explain what I warned you about.” Aurora stared. “Explain.” Lucien’s eyes
flicked
toward the flat’s front window, where the street noise dimmed into muffled city hum, and the thin curtain didn’t move. “Someone has marked your building,” he said. “Not the bar. Not the curry house. You.” Aurora went
very
still. Lucien continued before she could ask. “There’s a ward tied to the door you lock. It’s designed to bring the right
predator
to the right prey.” “Predator,” Aurora repeated, and tasted the word like poison. Lucien’s lips pressed together. “The mark uses names as keys.” Aurora’s mind
raced
. The notes in her living area. The scroll she’d been decoding. The way certain symbols only made sense when paired with a true name. The way she’d seen her alias written in places it shouldn’t be. “Malphora,” she whispered. “That’s the key.” Lucien nodded once, slow. “And someone thinks you’re still willing to open doors.” Her blood went hot. “I’m not.” Lucien’s gaze softened, just enough to hurt. “I know.” Aurora lifted her hand,
not toward his cane, not toward his face, but toward the deadbolt keyhole on her door
where the metal sat dull and innocent. “Then break it,” she demanded. Lucien’s
eyes widened
a fraction. He looked almost pleased, and it made her furious. “You want me to break your ward here,” he said, “in your hallway, with your cat watching, with your books and your research and your fear all within reach.” “It’s not fear,” Aurora snapped. Lucien’s mouth twitched. “Of course not.” Ptolemy
chose that moment
to yowl, short and offended, like the universe had interrupted him mid-judgment. Aurora ignored the cat and stared at Lucien. “You came here unannounced. You already know how to do it. So do it.” Lucien’s cane lifted. The ivory handle
felt like a promise of violence
. He slid it around to fit the angle of the lock, and his fingers moved with careful confidence, blade hidden and ready. Aurora watched the seam in the cane’s head as if the metal might tell her a secret. Her wrist scar
pulsed
. Her body remembered his touch, remembered the wrong kind of
tenderness
that had made her trust him before she’d had the chance to decide. She hated herself for remembering. Lucien pressed the cane tip to the deadbolt, not breaking it yet, just testing. He murmured something under his breath, a language that
sounded like stones grinding together
. The air around the lock tightened. Aurora smelled copper again. Old blood. Fresh intention. The lock shivered.
Then the door handle jolted
from the other side. A sharp click, like someone had found a second way in. Aurora snapped her gaze to the door. Her deadbolt shone under the hall light, secure in place, but the handle twisted anyway, slow, patient. Lucien didn’t look away from the lock. “You hear that?” he asked. Aurora’s breath came too fast. “Someone’s trying to open it.” “No.” Lucien’s voice dropped lower, and the smoothness drained out. “They already did.” The handle twisted again, and this time the latch gave with a wet, metallic groan. Aurora lunged forward, reaching for the chain, for the way she could still stop what wanted in. Her fingers brushed metal, and the chain went slack as if it had never
been fastened
. The door swung inward with sudden force,
not the polite push of a neighbour but the hard shove of a decision
. In the gap stood a figure in dark layers and a hood that drank the light. Their hands were bare, but something about their posture carried the wrong kind of steadiness, like a puppet whose strings had
been pulled
cleanly from above. Aurora saw the
glint
at their wrist, a small symbol
etched
into skin, her alias stitched in ink so dark it looked fresh. Malphora. Lucien stepped between her and the open doorway. Charcoal suit, ivory cane, blade ready. He didn’t draw it yet, just angled his body like a wall made of menace. The hooded figure tilted their head, and their voice came out warped, almost amused. “Aurora Carter,” they said, tasting it. “Or do you prefer Malphora when the door gives way?” Ptolemy hissed, a furious, tiny alarm. Aurora’s heart slammed once, hard enough to make her vision stutter. Lucien’s amber eye flared, black eye turning colder than iron. Aurora opened her mouth to demand an answer, to name the threat and force it back into daylight— —and the hooded figure lifted one hand, palm open. A second mark flared under their skin, and the air in the hallway bent toward it like metal toward a magnet. Lucien’s cane blade slid out with a snap. Aurora’s delivery bag toppled off the console table as the ward on her door ripped itself apart in a crack of invisible sound.
created_at
"2026-03-18T10:32:28.767Z"
3/18/2026, 10:32:28 AM
model
"openai/gpt-5.4-nano-20260317"
app_id
182717
external_user
(null)
streamed
true
cancelled
false
latency
1349
moderation_latency
(null)
generation_time
19154
tokens_prompt
4556
tokens_completion
4529
native_tokens_prompt
4075
native_tokens_completion
3718
native_tokens_completion_images
0
native_tokens_reasoning
0
native_tokens_cached
3840
num_media_prompt
(null)
num_input_audio_prompt
(null)
num_media_completion
0
num_search_results
(null)
origin
"https://ncbench.com/"
is_byok
false
finish_reason
"stop"
native_finish_reason
"completed"
usage
0.0047713
router
(null)
provider_responses
0
endpoint_id
"0c835f2e-c18d-4e8c-b245-e1e3bd08b97f"
id
"resp_03ff14e1764a0e780169ba7f3cd5648197808ddc696d295669"
is_byok
false
latency
197
model_permaslug
"openai/gpt-5.4-nano-20260317"
provider_name
"OpenAI"
status
200
user_agent
"langchainjs-openai/1.0.0 ((node/v24.14.0; linux; x64))"
http_referer
(null)
api_type
"completions"
id
"gen-1773829948-Pp5wcD7iArmcRHZlvKoo"
upstream_id
"resp_03ff14e1764a0e780169ba7f3cd5648197808ddc696d295669"
total_cost
0.0047713
cache_discount
0.0006912
upstream_inference_cost
0
provider_name
"OpenAI"
Evaluation details
Result
Evaluator
Details
Meta Data
100.00%
Adverbs in dialogue tags
Target: ≤10% dialogue tags with adverbs
totalTags
49
adverbTagCount
3
adverbTags
0
"Aurora stepped back [back]"
1
"Lucien asked softly [softly]"
2
"Aurora’s wrist throbbed again [again]"
dialogueSentences
97
tagDensity
0.505
leniency
1
rawRatio
0.061
effectiveRatio
0.061
83.97%
AI-ism adverb frequency
Target: <2% AI-ism adverbs (58 tracked)
wordCount
2808
totalAiIsmAdverbs
9
found
0
adverb
"slowly"
count
1
1
adverb
"slightly"
count
3
2
adverb
"softly"
count
1
3
adverb
"carefully"
count
1
4
adverb
"quickly"
count
1
5
adverb
"really"
count
1
6
adverb
"very"
count
1
highlights
0
"slowly"
1
"slightly"
2
"softly"
3
"carefully"
4
"quickly"
5
"really"
6
"very"
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)
60.83%
AI-ism word frequency
Target: <2% AI-ism words (290 tracked)
wordCount
2808
totalAiIsms
22
found
0
word
"silk"
count
1
1
word
"throbbed"
count
2
2
word
"silence"
count
3
3
word
"flicker"
count
1
4
word
"flicked"
count
2
5
word
"warmth"
count
2
6
word
"desire"
count
2
7
word
"stomach"
count
1
8
word
"unreadable"
count
1
9
word
"predator"
count
2
10
word
"raced"
count
1
11
word
"pulsed"
count
1
12
word
"tenderness"
count
1
13
word
"glint"
count
1
14
word
"etched"
count
1
highlights
0
"silk"
1
"throbbed"
2
"silence"
3
"flicker"
4
"flicked"
5
"warmth"
6
"desire"
7
"stomach"
8
"unreadable"
9
"predator"
10
"raced"
11
"pulsed"
12
"tenderness"
13
"glint"
14
"etched"
100.00%
Cliché density
Target: ≤1 cliche(s) per 800-word window
totalCliches
2
maxInWindow
1
found
0
label
"eyes widened/narrowed"
count
2
highlights
0
"eyes narrowed"
1
"eyes widened"
100.00%
Emotion telling (show vs. tell)
Target: ≤3% sentences with emotion telling
emotionTells
0
narrationSentences
239
matches
(empty)
100.00%
Filter word density
Target: ≤3% sentences with filter/hedge words
filterCount
1
hedgeCount
1
narrationSentences
239
filterMatches
0
"feel"
hedgeMatches
0
"tried to"
100.00%
Gibberish response detection
Target: ≤1% gibberish-like sentences (hard fail if a sentence exceeds 800 words)
analyzedSentences
287
gibberishSentences
0
adjustedGibberishSentences
0
longSentenceCount
0
runOnParagraphCount
0
giantParagraphCount
0
wordSaladCount
0
repetitionLoopCount
0
controlTokenCount
0
maxSentenceWordsSeen
39
ratio
0
matches
(empty)
100.00%
Markdown formatting overuse
Target: ≤5% words in markdown formatting
markdownSpans
0
markdownWords
0
totalWords
2808
ratio
0
matches
(empty)
100.00%
Missing dialogue indicators (quotation marks)
Target: ≤10% speech attributions without quotation marks
totalAttributions
55
unquotedAttributions
0
matches
(empty)
16.67%
Name drop frequency
Target: ≤1.0 per-name mentions per 100 words
totalMentions
92
wordCount
2220
uniqueNames
7
maxNameDensity
1.94
worstName
"Lucien"
maxWindowNameDensity
4.5
worstWindowName
"Lucien"
discoveredNames
Aurora
39
Carter
1
Ptolemy
6
Moreau
1
Tick
1
Lucien
43
Evan
1
persons
0
"Aurora"
1
"Carter"
2
"Ptolemy"
3
"Moreau"
4
"Lucien"
5
"Evan"
places
(empty)
globalScore
0.532
windowScore
0.167
39.71%
Narrator intent-glossing
Target: ≤2% narration sentences with intent-glossing patterns
analyzedSentences
136
glossingSentenceCount
6
matches
0
"not quite a smile"
1
"looked like a shadow that didn’t belong t"
2
"felt like he chose his next words caref"
3
"looked like he’d swallowed something bitt"
4
"felt like a promise of violence"
5
"sounded like stones grinding together"
93.16%
"Not X but Y" pattern overuse
Target: ≤1 "not X but Y" per 1000 words
totalMatches
3
per1kWords
1.068
wordCount
2808
matches
0
"not toward his cane, not toward his face, but toward the deadbolt keyhole on her door"
1
"not toward his face, but toward the deadbolt keyhole on her door"
2
"not the polite push of a neighbour but the hard shove of a decision"
100.00%
Overuse of "that" (subordinate clause padding)
Target: ≤2% sentences with "that" clauses
thatCount
4
totalSentences
287
matches
0
"hated that she’d"
1
"Anger that he"
2
"Anger that desire"
3
"chose that moment"
100.00%
Paragraph length variance
Target: CV ≥0.5 for paragraph word counts
totalParagraphs
147
mean
19.1
std
12.81
cv
0.67
sampleLengths
0
30
1
14
2
40
3
28
4
56
5
35
6
51
7
17
8
11
9
40
10
29
11
6
12
24
13
44
14
21
15
14
16
36
17
7
18
29
19
16
20
29
21
6
22
34
23
7
24
2
25
23
26
21
27
37
28
19
29
11
30
23
31
9
32
35
33
39
34
8
35
36
36
9
37
14
38
17
39
7
40
30
41
9
42
47
43
5
44
6
45
22
46
37
47
9
48
17
49
16
100.00%
Passive voice overuse
Target: ≤2% passive sentences
passiveCount
3
totalSentences
239
matches
0
"been angled"
1
"been fastened"
2
"been pulled"
100.00%
Past progressive (was/were + -ing) overuse
Target: ≤2% past progressive verbs
pastProgressiveCount
1
totalVerbs
439
matches
0
"wasn’t looking"
100.00%
Em-dash & semicolon overuse
Target: ≤2% sentences with em-dashes/semicolons
emDashCount
2
semicolonCount
0
flaggedSentences
2
totalSentences
287
ratio
0.007
matches
0
"Aurora opened her mouth to demand an answer, to name the threat and force it back into daylight—"
1
"—and the hooded figure lifted one hand, palm open."
95.28%
Purple prose (modifier overload)
Target: <4% adverbs, <2% -ly adverbs, no adj stacking
wordCount
2225
adjectiveStacks
0
stackExamples
(empty)
adverbCount
101
adverbRatio
0.045393258426966294
lyAdverbCount
16
lyAdverbRatio
0.0071910112359550565
100.00%
Repeated phrase echo
Target: ≤20% sentences with echoes (window: 2)
totalSentences
287
echoCount
0
echoWords
(empty)
100.00%
Sentence length variance
Target: CV ≥0.4 for sentence word counts
totalSentences
287
mean
9.78
std
7.37
cv
0.753
sampleLengths
0
30
1
14
2
3
3
3
4
34
5
17
6
11
7
27
8
12
9
17
10
12
11
23
12
12
13
39
14
10
15
7
16
11
17
30
18
4
19
3
20
3
21
8
22
12
23
5
24
4
25
6
26
9
27
10
28
5
29
11
30
14
31
9
32
9
33
1
34
15
35
6
36
3
37
6
38
5
39
12
40
1
41
1
42
17
43
5
44
4
45
3
46
24
47
5
48
13
49
3
43.73%
Sentence opener variety
Target: ≥60% unique sentence openers
consecutiveRepeats
18
diversityRatio
0.21254355400696864
totalSentences
287
uniqueOpeners
61
86.81%
Adverb-first sentence starts
Target: ≥3% sentences starting with an adverb
adverbCount
5
totalSentences
192
matches
0
"Bright blue eyes tracked the"
1
"Then he looked back at"
2
"Instead, Aurora’s voice came out"
3
"Instead, she turned her head"
4
"Then the door handle jolted"
ratio
0.026
90.83%
Pronoun-first sentence starts
Target: ≤30% sentences starting with a pronoun
pronounCount
62
totalSentences
192
matches
0
"She didn’t answer."
1
"She didn’t breathe."
2
"His platinum hair lay slicked"
3
"His ivory-handled cane rested against"
4
"His mouth tilted, not quite"
5
"He didn’t scuff her place."
6
"He never scuffed anything."
7
"Her tone stayed cool"
8
"It cost her effort, like"
9
"He didn’t flinch at her"
10
"He looked at her wrist"
11
"His heterochromatic eyes narrowed, amber"
12
"He spoke it like a"
13
"She made herself swallow it"
14
"She lifted her chin."
15
"he said, and the words"
16
"She didn’t block him with"
17
"He approached slowly, like he"
18
"He paused, cane still, eyes"
19
"he said at last"
ratio
0.323
4.27%
Subject-first sentence starts
Target: ≤72% sentences starting with a subject
subjectCount
175
totalSentences
192
matches
0
"The deadbolt snapped back like"
1
"a voice said from the"
2
"She didn’t answer."
3
"She didn’t breathe."
4
"The tabby cat in her"
5
"Aurora’s left wrist throbbed under"
6
"Lucien Moreau wore a tailored"
7
"His platinum hair lay slicked"
8
"His ivory-handled cane rested against"
9
"The tip looked decorative until"
10
"Aurora let the door swing"
11
"The flat above the curry"
12
"Lucien’s gaze swept her hallway,"
13
"His mouth tilted, not quite"
14
"Aurora stepped back, buying herself"
15
"The bag’s zipper rasped."
16
"Food didn’t matter."
17
"The threat did."
18
"Lucien crossed the threshold without"
19
"The ivory cane angled forward,"
ratio
0.911
26.04%
Subordinate conjunction sentence starts
Target: ≥2% sentences starting with a subordinating conjunction
subConjCount
1
totalSentences
192
matches
0
"—and the hooded figure lifted"
ratio
0.005
100.00%
Technical jargon density
Target: ≤6% sentences with technical-jargon patterns
analyzedSentences
81
technicalSentenceCount
3
matches
0
"Lucien’s gaze followed her movement, acknowledging the space without respecting it."
1
"Instead, she turned her head and looked past him at her hallway door, at the deadbolt behind him, at the security as if it could explain anything."
2
"Her body remembered his touch, remembered the wrong kind of tenderness that had made her trust him before she’d had the chance to decide."
100.00%
Useless dialogue additions
Target: ≤5% dialogue tags with trailing filler fragments
totalTags
49
uselessAdditionCount
2
matches
0
"he said, and the words struck wrong, too intimate for a man who’d turned up unannounced"
1
"Lucien’s voice dropped, and the smoothness drained out"
67.53%
Dialogue tag variety (said vs. fancy)
Target: ≤10% fancy dialogue tags
totalTags
40
fancyCount
8
fancyTags
0
"He spoke (speak)"
1
"he murmured (murmur)"
2
"Lucien corrected (correct)"
3
"she snapped (snap)"
4
"Aurora repeated (repeat)"
5
"she whispered (whisper)"
6
"she demanded (demand)"
7
"Aurora snapped (snap)"
dialogueSentences
97
tagDensity
0.412
leniency
0.825
rawRatio
0.2
effectiveRatio
0.165
83.6274%