NC Bench
Overview
About
Tests
Categories
Models
Vendors
Compare
Run: 2026-03-18-01KM0AD6T68XSP9ZCVDR9JWD81
Run Details
Model:
GPT-5.4 Nano
Test:
Bad Writing Habits
Scenario:
Literary fiction: old friends reunite
Duration:
19.8s
Cost:
$0.004511
Provider:
OpenAI
Evaluation summary
Score
Evaluator
Details Link
100.00%
Adverbs in dialogue tags
(details)
92.40%
AI-ism adverb frequency
(details)
100.00%
AI-ism character names
(details)
100.00%
AI-ism location names
(details)
62.01%
AI-ism word frequency
(details)
66.67%
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)
0.00%
Name drop frequency
(details)
29.03%
Narrator intent-glossing
(details)
100.00%
"Not X but Y" pattern overuse
(details)
100.00%
Overuse of "that" (subordinate clause padding)
(details)
97.72%
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)
94.90%
Purple prose (modifier overload)
(details)
100.00%
Repeated phrase echo
(details)
100.00%
Sentence length variance
(details)
45.38%
Sentence opener variety
(details)
100.00%
Adverb-first sentence starts
(details)
86.67%
Pronoun-first sentence starts
(details)
12.47%
Subject-first sentence starts
(details)
0.00%
Subordinate conjunction sentence starts
(details)
100.00%
Technical jargon density
(details)
100.00%
Useless dialogue additions
(details)
100.00%
Dialogue tag variety (said vs. fancy)
(details)
82.9083%
Overall
Model input
System
You are an expert and award-winning novel writer in the dark Literary Fiction 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="4413" name="Silas Blackwood" aliases="Silas, Si, the Spymaster" pronouns="he/him" species="Human" storyRole="Mentor"> <eyeColor>hazel</eyeColor> <hair>grey-streaked auburn</hair> <height>6'1"</height> <age>58</age> <beard>neatly trimmed, matching his grey-streaked auburn hair</beard> <limp>slight limp in his left leg from an old knee injury</limp> <signetRing>silver signet ring, always worn on his right hand</signetRing> <description>Silas is a retired intelligence operative turned bar owner. He carries himself with quiet authority.</description> <backstory>Former MI6 field agent who retired after a botched operation in Prague left him with a permanent knee injury. He opened "The Raven's Nest" bar in Soho as a front for his network of contacts.</backstory> </character> <location id="854" name="The Raven's Nest" aliases="the Nest, Raven, Silas' bar" realm="Earth"> <signColor>distinctive green neon sign above the entrance</signColor> <secretRoom>hidden back room accessible through a bookshelf, used for clandestine meetings</secretRoom> <description>A dimly lit bar in Soho, London. The walls are covered with old maps and black-and-white photographs.</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 literary fiction genre. Two old friends who haven't seen each other in years run into each other unexpectedly at a bar. One of them has changed significantly. Through their conversation and the tension between who they were and who they've become, reveal the weight of time and unspoken regret. 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
Silas snapped the cash drawer
shut with a knuckle that still
looked like it belonged to an agent, not
a landlord.
The bell over the door
gave a small, obedient jingle, and then it happened, like a skipped record. “Rory?”
Aurora Carter stopped halfway through
the act of pretending she hadn’t seen the green neon sign above the Raven’s Nest entrance.
Her bright blue eyes landed
on him, on the grey-streaked auburn hair, on the neatly trimmed beard, on the limp that always made him move half a beat slower than other men.
Recognition hit hard enough to
make her throat tighten. “Silas.”
Her voice came out rougher
than she meant it to.
She held herself still, like
movement would shatter the moment. “No. No, that’s not possible.”
He rose from behind the
bar with controlled irritation, as if the universe had interrupted a more important transaction. “It’s possible. You’d think I’d learn by now that the city runs on spite.” Aurora blinked once.
Then her mouth found the
laugh she didn’t trust. “You’re… still here.” Silas’ silver signet ring flashed when he caught the bar’s edge.
He didn’t smile all the
way. “And you’re still delivering things you don’t want to carry.” “Delivery pays.”
She looked down at her
own hands, at the faint crescent-shaped scar on her left wrist. Old injury, old story. “What are you doing behind a bar?”
The Raven’s Nest smelled of
stale gin and something sharper underneath, like paper dust and ink.
The walls held old maps
and black-and-white photographs, faces caught mid-sentence, streets that no longer existed. Green neon bruised the edges of everything.
Silas leaned in, lowering his
voice as if the bar had ears. “What do you think? I own it. I run it. I keep my eyes open.”
Aurora followed his gaze past
her shoulder, to the doorway. Two men in cheap coats had paused just inside, lingering like they’d
been sent
to check whether the world was still
predictable
.
She felt her shoulders stiffen
without asking her permission. Silas noticed. Of course he did. “Don’t do that,”
he said, and in the
same breath, he said her name again, like a warning and a comfort tangled together. “Sit down. I want to see you, not your stress.” “A few hours ago I wasn’t even in Soho.”
Aurora slid into the nearest
stool.
Her movement made her jacket
crease, and the sound of fabric felt too loud.
She adjusted her posture, cool-headed
by habit, because panic took energy and she needed it. “I was working.” “You always were.” Silas poured something clear into a glass he’d already set out, the kind of motion that suggested a routine he no longer had to think about.
He didn’t ask what she
wanted. He didn’t wait. That was the kind of authority that used to make people obey. Aurora’s eyes
flicked
to the men near the door again. She kept her face neutral. “How long have you been back in London?” Silas pressed the glass to her palm.
It was cold enough to
sting. “Back? I never left London. I left Prague, that’s the difference.” The mention of Prague landed like a dropped coin that never stopped bouncing. Aurora’s fingers tightened around the glass. Silas watched her grip.
His limp seemed more pronounced
today, or maybe her memory dragged it forward. “Don’t start,” he said. “I’m not here to bleed into old cups.” “You’re the one who poured.” Aurora lifted the glass, didn’t drink yet. The men at the door had moved, one turning to browse the room like a tourist. The other watched her too plainly.
She felt the shape of
a question underneath the air. “When did you open this place?” “Years.” Silas took the stool opposite and sat with a careful angle, knee turning in, as if he still had to account for a wound that didn’t obey time. “You vanished. I heard rumours. I kept track because that’s what I do when someone matters.” Aurora laughed once, dry. “I didn’t vanish. I ran.” Silas didn’t blink. “Same difference when you disappear from people who expected you to come back.” She wanted to argue.
She wanted to defend herself
with the cleverness that used to make her
feel
safe.
Instead, she swallowed, tasted gin
on the back of her tongue before she’d even taken a sip, and watched his eyes.
His bright-hazel gaze held a
different kind of tiredness now, one that didn’t come from sleepless nights but from decisions that couldn’t be undone. “You look different,”
she said finally, because it
was true and because truth could hold a conversation up when everything else threatened to collapse. Silas’ mouth tightened at the corner. “I’m older.” “No.” Aurora shook her head. “You’re… calmer. Not like you became less sharp. Like you learned what not to cut.” He stared at the tabletop for a moment, at the small scratches and stains that proved other hands had sat here with secrets and lies. “You think calm means safe.” “It doesn’t.” She took a sip. The liquor burned her throat, a clean heat that didn’t
feel
like mercy. “It just means you’ve decided what you can afford to lose.” Silas leaned back, and his signet ring tapped the bar
softly
. “You still talk like a lawyer.” “Law’s dead.” The words came out before she could stop them. She tried again. “Pre-law. I did pre-law. For a bit.” “You did pre-law and you ran.” Silas’ voice sharpened like a blade that didn’t need to be drawn to cut. “So what happened? Who finally scared you into honesty?” Aurora’s
eyes narrowed
, instinct already
scanning
for traps. “You sound like you’re still interrogating.” “I’m still curious.” Silas’ gaze slid to her wrist, to the scar, to the way she hid it by instinct. “It didn’t get worse. That’s good.” Her
pulse
jumped. “Are you watching me, Silas?” “I watch threats.” He didn’t soften his tone. “Your name on a contact list isn’t friendship, it’s risk management.” Aurora set her glass down with care. “Then you should know I’m not dangerous.” Silas’ smile
flickered
, brief as a match. “Everyone is dangerous. Some people just choose what kind.” The men by the door moved closer, as if his words gave them permission. Aurora didn’t turn her head, but she felt the shift in the room, bodies recalculating distances. Her skin prickled under her jacket. Silas clocked it too. He lifted his voice just enough to reach, not shout. “Rory.” That single syllable pulled her back to him, anchored her attention. “Yeah?” “Don’t look at them,” he said. “Look at me.” Aurora lifted her eyes. His face held no panic. No theatrics.
Just focus, the kind that
didn’t let fear win. “I don’t want to drag you into whatever mess you’ve walked into,” Silas continued. “But you’re not just sitting in a bar alone. Someone’s following you.” Aurora’s jaw tightened. She let her gaze fall to the green neon sign reflected in Silas’ eyes. “You think I’m followed because I work delivery.” “I think you’re followed because you still have people who remember you.” Silas’ hand shifted under the bar, fingers brushing something out of sight. “And because you came in here instead of disappearing like you usually do.” Aurora’s laugh came out too bright. “How would you know what I usually do? We haven’t spoken in years.” Silas’ expression changed, the closest thing she’d seen to regret without him naming it. “You think I stopped wanting to find you?” The question landed in her chest and refused to leave. Aurora leaned forward
slightly
, letting the
warmth
of the gin and the sharpness of the room sharpen her senses. “Then why didn’t you?” Silas held her gaze. “Because I tried once.” Aurora’s throat went tight. “You tried once.” “I went to your flat,” Silas said quietly. “The one above Silas’ bar.” Aurora’s
eyes widened
a fraction. “My… flat?” Silas’ mouth twisted as if he hated that detail. “You moved. Before the move, you left someone behind. A friend. Eva.” Aurora’s lips parted, and no sound came out. Eva’s name felt like a flare in her memory, not gentle, not nostalgic.
Just heat, and the sting
of what she’d done and what she’d survived. Silas took a slow breath. “I didn’t want to scare you. I didn’t want to do to you what your ex did to you, invading your space until you learned to keep your fear quiet.” Aurora swallowed. Her scar
throbbed
faintly, like the old accident had been waiting for this. “Evan was abusive,” Aurora said, careful, as if clarity could keep the past from moving. She didn’t want to say more than necessary, because the more you named, the more the thing returned with teeth. “I left. I cut it off.” “I know.” Silas’ voice stayed steady. “I also know you left more than you intended. You left parts of yourself in the places that still call your name.” The air around them tightened. The men near the door looked less like customers now and more like a question that wanted an answer. Aurora’s hands moved without ceremony, angling her body so she could see both the door and Silas without turning her head too far. “What do you want from me, Silas?” “I don’t want,” he said, and his calm snapped into something harder. “I need. And I need you alive.” Aurora stared. “You just said you tried to find me.” “I did.” His eyes
flicked
to his left, then back to hers,
as if mapping angles
. “I tried. That’s when I realised someone else had already been there.” “Someone else?” Aurora’s voice fell lower. “Who?” Silas didn’t answer straight away. Instead he reached behind him, through the bar’s shadow, and tapped a narrow panel by the bookshelf. Aurora saw it happen, saw the subtle shift in the map-covered wall. The Raven’s Nest had its own tricks. “You never came,” he said. “So I kept my questions in a room that doesn’t have windows.” Aurora’s gaze lifted to the bookshelf. Her heart thudded. “The secret room.” Silas’ hand hovered a moment, then retreated. “Now you’re remembering. Good. That means you’re still you.” The men at the door crossed the room with the kind of confidence people acquired through certainty. One wore a coat too thin for winter, another had hands that didn’t belong to him, knuckles too smooth. Aurora caught the movement of their eyes, the way they
scanned
the bar without pausing on anything that would satisfy an ordinary customer. Silas rose, slow but deliberate. His limp didn’t stop him. It only told Aurora how long he’d been carrying his injuries without letting them write his story. “Rory,” he said again, and this time there was urgency in it. “Get behind the bar.” “No.” The word slipped out before she could reshape it. She hated herself for how
quickly
she said it, for how it sounded like defiance instead of compliance. “Why?” Silas’ expression hardened. “Because they came for someone. Not you, not your delivery bag, not your scar. They came for the name you and I both know.” Aurora’s
stomach
flipped. “Malphora.” Silas’
eyes widened
a fraction, as if the name still had power in it. “Don’t—” “They taught me that alias for a reason,” Aurora said, and her voice steadied as anger replaced fear. “People who don’t know it don’t use it.” The men stopped near her stool. One of them smiled as if they’d practised it in a mirror. “Aurora Carter. Carter, Carter, Carter.” He rolled the syllables, tasting ownership. “We didn’t think you’d show.” Aurora looked at him without flinching. “And we didn’t think you’d learn manners.” The second man shifted his
weight
, fingers edging towards his jacket like he carried a weapon by habit rather than need. “Silas Blackwood.” He said the name like an accusation. “You’re late.” Silas’ hand went to his signet ring, not removing it, just touching it as if to confirm it was real. “I don’t believe in late. I believe in mistakes.” The first man chuckled. “You made one. You brought her here.” Silas’ gaze stayed on Aurora, not on the men. “I didn’t bring her.”
Then, to Aurora, softer, urgent
, “Move.” Aurora slid off the stool. Her body obeyed without asking permission from her pride. She stepped behind the bar, and the world narrowed to Silas, the hidden bookshelf, and the men’s shoes as they closed in. The first man reached out towards her. Aurora caught his wrist with a speed that startled even her, and her crescent scar
pulsed
with memory. The grip tightened, not cruel, controlled. He jerked back with a sharp inhale. “Careful,” Aurora said. “Your hand won’t survive whatever you’re trying to steal.” Silas moved at the same time, his limp turned into leverage. He grabbed the man’s sleeve, redirected his balance into a space between bar and wall, and shoved. A shoulder hit wood. A grunt tore out of the man like a confession. The other man drew something from his jacket. Aurora saw the dull
glint
of metal, not a flourish, just a tool. Her mind snapped through options, none of them good. Silas didn’t reach for the gun. He reached for the signet ring, pressed it hard against the bookshelf seam. A click answered from within the wall. The bookshelf
began to
swing, slow at first, then faster, like it wanted to reveal the truth before anyone could stop it. Aurora saw darkness beyond, a narrow passage, the secret room waiting with all the
weight
of unsaid things. She heard the second man swear and then charge. Silas pulled the shelf wider with one hand, the other grabbing Aurora’s forearm. His fingers closed around her skin like a promise. “Now.” Aurora’s mouth opened. She wanted to tell him she wasn’t a child, that she could handle herself, that she didn’t need saving. Then the gun barked once, a loud crack that made the bar’s maps shudder. A bottle
shattered
behind them, glass scattering like teeth. Silas jerked Aurora through the opening. Cold air licked her face as she stumbled into the passage. The bookshelf slammed partway behind them with a final, unforgiving thud. For a breath, all they had was the sound of
pounding
footsteps
outside, the scrape of metal, and Aurora’s own heartbeat punching at her ribs. Silas guided her deeper into the secret room’s shadow. Dust rose from old books and pamphlets, and the smell of paper and smoke filled her nose, as if the past had been waiting to breathe again. She turned her head, just enough to see him in the thin light. His hazel eyes were bright now, hard with purpose. “You called me Rory,” Aurora said, and her voice
sounded like it belonged to a stranger
. Silas leaned close, right over the scarred line of her wrist. “Because when you’re in danger, you go blank.” Aurora’s fingers flexed, searching for the knife she didn’t have, the plan she didn’t know. “What danger?” Silas’ gaze
flicked
to the hidden wall beside them, where a narrow gap revealed a slice of the bar through the crack. Footsteps thumped once more, then stopped too
quickly
. A
silence
followed, sharp as a cut. Silas reached for something inside his coat and pulled out a small, battered folder. He didn’t open it yet. He didn’t need to. He held it like a verdict. “Someone’s found the file,” he said. “And they’ve started the parts you and I left unfinished.” Aurora’s breath caught. “What file?” Silas’ hand tightened on the folder. Outside the secret room, the bookshelf creaked, like someone testing it from the other side.
Then a voice, muffled through
wood and wall, said her name with a certainty that made Aurora’s skin go cold. “Aurora Malphora.”
created_at
"2026-03-18T11:13:32.002Z"
3/18/2026, 11:13:32 AM
model
"openai/gpt-5.4-nano-20260317"
app_id
182717
external_user
(null)
streamed
true
cancelled
false
latency
575
moderation_latency
(null)
generation_time
19483
tokens_prompt
4618
tokens_completion
4217
native_tokens_prompt
4131
native_tokens_completion
3501
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
0.00451125
router
(null)
provider_responses
0
endpoint_id
"0c835f2e-c18d-4e8c-b245-e1e3bd08b97f"
id
"resp_0a1e8edaf440d1a00169ba88dc149c8195addc21917b241b5d"
is_byok
false
latency
137
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-1773832412-Hwf2CrwdpalGR4bIGIVO"
upstream_id
"resp_0a1e8edaf440d1a00169ba88dc149c8195addc21917b241b5d"
total_cost
0.00451125
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
30
adverbTagCount
3
adverbTags
0
"she said finally [finally]"
1
"Silas said quietly [quietly]"
2
"he said again [again]"
dialogueSentences
106
tagDensity
0.283
leniency
0.566
rawRatio
0.1
effectiveRatio
0.057
92.40%
AI-ism adverb frequency
Target: <2% AI-ism adverbs (58 tracked)
wordCount
2632
totalAiIsmAdverbs
4
found
0
adverb
"softly"
count
1
1
adverb
"slightly"
count
1
2
adverb
"quickly"
count
2
highlights
0
"softly"
1
"slightly"
2
"quickly"
100.00%
AI-ism character names
Target: 0 AI-default names (16 tracked, −20% each)
codexExemptions
0
"Blackwood"
found
(empty)
100.00%
AI-ism location names
Target: 0 AI-default location names (33 tracked, −20% each)
codexExemptions
(empty)
found
(empty)
62.01%
AI-ism word frequency
Target: <2% AI-ism words (290 tracked)
wordCount
2632
totalAiIsms
20
found
0
word
"predictable"
count
1
1
word
"flicked"
count
3
2
word
"scanning"
count
1
3
word
"pulse"
count
1
4
word
"flickered"
count
1
5
word
"warmth"
count
1
6
word
"throbbed"
count
1
7
word
"scanned"
count
1
8
word
"stomach"
count
1
9
word
"weight"
count
2
10
word
"pulsed"
count
1
11
word
"glint"
count
1
12
word
"shattered"
count
1
13
word
"pounding"
count
1
14
word
"footsteps"
count
2
15
word
"silence"
count
1
highlights
0
"predictable"
1
"flicked"
2
"scanning"
3
"pulse"
4
"flickered"
5
"warmth"
6
"throbbed"
7
"scanned"
8
"stomach"
9
"weight"
10
"pulsed"
11
"glint"
12
"shattered"
13
"pounding"
14
"footsteps"
15
"silence"
66.67%
Cliché density
Target: ≤1 cliche(s) per 800-word window
totalCliches
3
maxInWindow
2
found
0
label
"eyes widened/narrowed"
count
3
highlights
0
"eyes narrowed"
1
"eyes widened"
100.00%
Emotion telling (show vs. tell)
Target: ≤3% sentences with emotion telling
emotionTells
0
narrationSentences
172
matches
(empty)
100.00%
Filter word density
Target: ≤3% sentences with filter/hedge words
filterCount
1
hedgeCount
1
narrationSentences
172
filterMatches
0
"feel"
hedgeMatches
0
"began to"
100.00%
Gibberish response detection
Target: ≤1% gibberish-like sentences (hard fail if a sentence exceeds 800 words)
analyzedSentences
260
gibberishSentences
0
adjustedGibberishSentences
0
longSentenceCount
0
runOnParagraphCount
0
giantParagraphCount
0
wordSaladCount
0
repetitionLoopCount
0
controlTokenCount
0
maxSentenceWordsSeen
33
ratio
0
matches
(empty)
100.00%
Markdown formatting overuse
Target: ≤5% words in markdown formatting
markdownSpans
0
markdownWords
0
totalWords
2632
ratio
0
matches
(empty)
100.00%
Missing dialogue indicators (quotation marks)
Target: ≤10% speech attributions without quotation marks
totalAttributions
26
unquotedAttributions
0
matches
(empty)
0.00%
Name drop frequency
Target: ≤1.0 per-name mentions per 100 words
totalMentions
79
wordCount
1787
uniqueNames
7
maxNameDensity
2.52
worstName
"Aurora"
maxWindowNameDensity
5
worstWindowName
"Aurora"
discoveredNames
Carter
1
Raven
3
Nest
3
Old
1
Aurora
45
Prague
1
Silas
25
persons
0
"Carter"
1
"Raven"
2
"Nest"
3
"Aurora"
4
"Silas"
places
0
"Old"
1
"Prague"
globalScore
0.241
windowScore
0
29.03%
Narrator intent-glossing
Target: ≤2% narration sentences with intent-glossing patterns
analyzedSentences
124
glossingSentenceCount
6
matches
0
"looked like it belonged to an agent, not"
1
"seemed more pronounced today, or maybe her memory dragged it forward"
2
"felt like a flare in her memory, not ge"
3
"as if mapping angles"
4
"sounded like defiance instead of complianc"
5
"sounded like it belonged to a stranger"
100.00%
"Not X but Y" pattern overuse
Target: ≤1 "not X but Y" per 1000 words
totalMatches
0
per1kWords
0
wordCount
2632
matches
(empty)
100.00%
Overuse of "that" (subordinate clause padding)
Target: ≤2% sentences with "that" clauses
thatCount
0
totalSentences
260
matches
(empty)
97.72%
Paragraph length variance
Target: CV ≥0.5 for paragraph word counts
totalParagraphs
109
mean
24.15
std
11.88
cv
0.492
sampleLengths
0
39
1
1
2
62
3
26
4
33
5
15
6
27
7
29
8
39
9
27
10
41
11
39
12
47
13
50
14
23
15
24
16
19
17
29
18
50
19
45
20
9
21
16
22
40
23
24
24
24
25
8
26
20
27
30
28
30
29
17
30
21
31
29
32
14
33
26
34
8
35
19
36
14
37
16
38
36
39
15
40
12
41
9
42
20
43
26
44
25
45
37
46
19
47
22
48
33
49
8
100.00%
Passive voice overuse
Target: ≤2% passive sentences
passiveCount
1
totalSentences
172
matches
0
"been sent"
100.00%
Past progressive (was/were + -ing) overuse
Target: ≤2% past progressive verbs
pastProgressiveCount
0
totalVerbs
328
matches
(empty)
100.00%
Em-dash & semicolon overuse
Target: ≤2% sentences with em-dashes/semicolons
emDashCount
0
semicolonCount
0
flaggedSentences
0
totalSentences
260
ratio
0
matches
(empty)
94.90%
Purple prose (modifier overload)
Target: <4% adverbs, <2% -ly adverbs, no adj stacking
wordCount
611
adjectiveStacks
0
stackExamples
(empty)
adverbCount
28
adverbRatio
0.04582651391162029
lyAdverbCount
4
lyAdverbRatio
0.006546644844517185
100.00%
Repeated phrase echo
Target: ≤20% sentences with echoes (window: 2)
totalSentences
260
echoCount
0
echoWords
(empty)
100.00%
Sentence length variance
Target: CV ≥0.4 for sentence word counts
totalSentences
260
mean
10.12
std
6.47
cv
0.639
sampleLengths
0
21
1
18
2
1
3
21
4
32
5
9
6
11
7
10
8
5
9
19
10
14
11
3
12
9
13
3
14
11
15
6
16
10
17
18
18
4
19
7
20
16
21
16
22
7
23
12
24
15
25
10
26
22
27
9
28
2
29
4
30
23
31
10
32
15
33
14
34
15
35
3
36
29
37
6
38
3
39
12
40
10
41
5
42
8
43
7
44
6
45
11
46
13
47
6
48
4
49
13
45.38%
Sentence opener variety
Target: ≥60% unique sentence openers
consecutiveRepeats
12
diversityRatio
0.23461538461538461
totalSentences
260
uniqueOpeners
61
100.00%
Adverb-first sentence starts
Target: ≥3% sentences starting with an adverb
adverbCount
9
totalSentences
162
matches
0
"Then her mouth found the"
1
"Of course he did."
2
"Instead, she swallowed, tasted gin"
3
"Just focus, the kind that"
4
"Just heat, and the sting"
5
"Instead he reached behind him,"
6
"Then, to Aurora, softer, urgent"
7
"Then the gun barked once,"
8
"Then a voice, muffled through"
ratio
0.056
86.67%
Pronoun-first sentence starts
Target: ≤30% sentences starting with a pronoun
pronounCount
54
totalSentences
162
matches
0
"Her bright blue eyes landed"
1
"Her voice came out rougher"
2
"She held herself still, like"
3
"He rose from behind the"
4
"He didn’t smile all the"
5
"She looked down at her"
6
"She felt her shoulders stiffen"
7
"he said, and in the"
8
"Her movement made her jacket"
9
"She adjusted her posture, cool-headed"
10
"He didn’t ask what she"
11
"He didn’t wait."
12
"She kept her face neutral."
13
"It was cold enough to"
14
"His limp seemed more pronounced"
15
"She felt the shape of"
16
"She wanted to argue."
17
"She wanted to defend herself"
18
"His bright-hazel gaze held a"
19
"she said finally, because it"
ratio
0.333
12.47%
Subject-first sentence starts
Target: ≤72% sentences starting with a subject
subjectCount
145
totalSentences
162
matches
0
"Silas snapped the cash drawer"
1
"The bell over the door"
2
"Aurora Carter stopped halfway through"
3
"Her bright blue eyes landed"
4
"Recognition hit hard enough to"
5
"Her voice came out rougher"
6
"She held herself still, like"
7
"He rose from behind the"
8
"Aurora blinked once."
9
"He didn’t smile all the"
10
"She looked down at her"
11
"The Raven’s Nest smelled of"
12
"The walls held old maps"
13
"Silas leaned in, lowering his"
14
"Aurora followed his gaze past"
15
"She felt her shoulders stiffen"
16
"he said, and in the"
17
"Aurora slid into the nearest"
18
"Her movement made her jacket"
19
"She adjusted her posture, cool-headed"
ratio
0.895
0.00%
Subordinate conjunction sentence starts
Target: ≥2% sentences starting with a subordinating conjunction
subConjCount
0
totalSentences
162
matches
(empty)
ratio
0
100.00%
Technical jargon density
Target: ≤6% sentences with technical-jargon patterns
analyzedSentences
68
technicalSentenceCount
3
matches
0
"He rose from behind the bar with controlled irritation, as if the universe had interrupted a more important transaction."
1
"His bright-hazel gaze held a different kind of tiredness now, one that didn’t come from sleepless nights but from decisions that couldn’t be undone."
2
"Aurora caught his wrist with a speed that startled even her, and her crescent scar pulsed with memory."
100.00%
Useless dialogue additions
Target: ≤5% dialogue tags with trailing filler fragments
totalTags
30
uselessAdditionCount
0
matches
(empty)
100.00%
Dialogue tag variety (said vs. fancy)
Target: ≤10% fancy dialogue tags
totalTags
15
fancyCount
1
fancyTags
0
"Silas continued (continue)"
dialogueSentences
106
tagDensity
0.142
leniency
0.283
rawRatio
0.067
effectiveRatio
0.019
82.9083%