Run: 2026-03-06-01KK1GZGTR0TZ30TQEA6NB5AWN

Run Details

Model:
GPT-5.4
Duration:
1m 23s
Cost:
$0.043639
Provider:
OpenAI

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

AI
Aurora caught the glass before it rolled off the tray, pinned it with two fingers, and kept moving through the press of bodies. A man near the till lifted his pint to make room. Someone else failed to. Beer slopped over her wrist, cold and yeasty, and she clicked her tongue without breaking stride. The Raven's Nest breathed the same way it always did on nights like this, too full, too warm, all voices and elbows, the green neon sign above the entrance leaking a sick glow through the front windows. Old maps climbed the walls in crooked ranks. Black-and-white faces stared from their frames as if they knew a joke no one living deserved to hear. "Table three wants another bowl of nuts." Silas stood at the far end of the bar, polishing a glass that did not need polishing. His hazel eyes tracked everything at once. Age had pared him down to essentials, but it had not softened him. The limp showed when he turned, a brief hitch in the left leg. The silver signet ring on his right hand flashed when he set the glass down. "They can want a pony," Aurora said. "They'll get nuts when I grow a third arm." "They tipped." "Now they have my full moral support." One corner of his mouth moved. "Door, Rory." "I know where the door is." "Not your door. The door." She followed his glance. A woman had just stepped inside and halted as if she'd walked into the wrong memory. People brushed past her, annoyed, then glanced back and looked again. She wore a dark coat cut too well for Soho and held herself with the stillness of someone who had spent years in rooms where stillness counted as force. Her hair used to be a wild fair brown, if Aurora trusted the jolt in her own chest. Now it was shorter, sleeker, drawn back from a face sharpened by age and something harsher than age. A pale scar nicked one eyebrow. Her mouth had once been quick to grin. It was careful now. Aurora's tray tilted. She corrected it too late. A fork skittered off and struck the floor. The woman turned at the sound. For one stupid second Aurora thought she might not recognise her. London had changed Rory into lines and habits Cardiff had never imagined. Black hair to her shoulders. Delivery jacket swapped for the black shirt she wore behind the bar. Blue eyes gone flatter when she needed them flat. But recognition hit the other woman whole and ugly. It opened her face, then shut it again. "Eva," Aurora said. The room kept moving around them. A laugh burst near the dartboard. Glasses clinked. A stool scraped. All of it came from very far away. Eva Morgan stepped further in. "Rory." Silas had already leaned over to pick up the fork. He straightened, took the tray from Aurora's hands without asking, and slid it onto the bar. "Use the snug." "It's occupied." "Not anymore." He nodded to a couple nestled in the alcove beyond the maps. They gathered themselves and their coats under the pressure of his look, muttered apologies to no one in particular, and moved. Silas wiped the small round table with a cloth, slow and spare. Then he retreated with the sort of tact people only noticed when they lacked it themselves. Aurora led the way. Eva followed. They sat opposite each other in the half-shadow, a brass lamp throwing a dull pool between them. Up close the changes struck harder. Eva had always been all impulse, rings on every finger, chipped polish, a laugh that arrived before the joke. Tonight her nails were neat and bare. No rings. No fidgeting. Only a thin gold watch and the hard line of discipline at her throat. Aurora folded her hands to keep them still. The crescent scar on her left wrist caught the light. "You vanished," Eva said. "Interesting opening." "It's true." "So is this, you look like someone who sends legal threats for sport." Eva's mouth twitched. Not a smile. Not quite. "I work in corporate risk." "That's the polite name for it?" "What do you do now, besides insult customers by telepathy?" Aurora glanced towards the bar. "A bit of everything. Deliveries for Golden Empress. Shifts here. Favour economy. Low glamour. High mileage." "You live upstairs still?" "You know the building." "I know I used to." That sat between them. Used to. They both heard the larger sentence inside it. Silas appeared long enough to set down two whiskies. Aurora had not seen him pour them. "I didn't order," Eva said. "You will." He moved off. Eva looked at the glass, then at Aurora. "He always was theatrical." "He was trained by the worst people in Britain." Eva let out a breath that might have been a laugh. She wrapped her fingers round the whisky but did not drink. "I walked past and saw the sign," she said. "I nearly kept going." "Your survival instincts remain patchy." "I thought you hated me." Aurora reached for her own glass and took a swallow before answering. Smoke, heat, oak, something medicinal at the finish. Silas's good bottle for bad reunions. "I did for a while." "For a while." "Then I got tired. It's expensive, hate." Eva looked down. Her lashes cast small bars over her cheeks. "I wrote." "Twice." "More than twice." "Two got through." "I changed numbers. Moved three times. I didn't know where you'd gone." Aurora tipped the glass in a small salute. "Yet here we are, miraculous as mould." The old grin flashed then vanished. It made the loss worse. Eva drank. She winced. Good. Let it burn. Around them the bar swelled and dipped. A man at the counter argued over tab maths with affectionate menace. Someone fed coins into the old jukebox and failed to wake it. The room smelt of spilt lager, citrus peel, old wood, and the sweet coal scent from the kitchen's charred edges. Through the gap in the alcove curtain Aurora could see Silas speaking to a pair of men in suits who wore discomfort like matching ties. He did not look over. Eva set her glass down. "I didn't come to start a fight." "Then why come?" "I had a meeting nearby." "That answer deserves a smaller whisky." Eva looked at her, then gave in. "Fine. I asked about you." "Who from?" "People." "Always suspicious when spoken with a straight face." "I asked around for months after you left Cardiff." Aurora felt her jaw tighten. Cardiff. The word still arrived carrying wet pavements and lecture halls and the sharp clean smell of old library books. Brendan Carter's voice, clipped and patient as a sentence. Jennifer's hands in chalk dust. Pre-Law notes spread over a kitchen table while a message flashed on her phone and flashed again and again, Evan's name like a bruise that would not fade. She kept her eyes on Eva. "You had my number." "I had the number he answered." That landed cleanly. Aurora said nothing. Eva leaned back and looked past Aurora for a beat, at nothing in the room. "He came to my flat once." Aurora's fingers tightened around the glass. "When?" "After you'd gone. He asked where you were. He smiled the whole time." Eva touched the scar in her eyebrow, absent as breathing. "I told him I didn't know. He called me a liar. He wasn't wrong, not fully, but he didn't need full." "You never mentioned that in the letters." "You think I'd put that in writing?" "I think you left out plenty." "Yes." No protest. No excuse. Just yes. Aurora took another drink. The whisky bit harder now. "You were the one who told me to come to London." "I know." "You said, pack a bag, get on the train, don't look clever, look gone." Eva's eyes dropped to Aurora's wrist scar, then rose again. "I remember the exact words." "And then?" "And then my father had a stroke." The sentence came with no tremor. That made it heavier. Aurora blinked. Eva went on. "I came back from the station and found my mother on the kitchen floor with the phone. He lived, if that's your next thought. Half his body refused him, but he lived. The firm circled. Creditors turned up. My brother disappeared. I spent a year signing things I didn't understand and learning to understand them before they ruined us. Then another year getting unpleasant enough that men in grey suits stopped speaking over me. Then I woke up one day and that was my life." Aurora watched her thumb stroke the rim of the glass, once, twice, then stop as if she had caught herself betraying too much. "You still could've called." "To say what? Sorry your life exploded, mine did too, let's compare debris?" "That would've been a start." "I thought if I rang, you'd hear pity." "I would've heard your voice." That struck. Eva's chin dipped a fraction. Her old habit when something cut close. A server squeezed past the alcove with a tray balanced over one shoulder. The curtain stirred and brought in a ripple of colder air from the door. Two women at the next table laughed too loudly, then went silent when they sensed the gravity in the nook beside them. Eva finished her whisky. "I looked for you again last year." Aurora did not touch her freshening anger. She let it sit where she could see it. "Why last year?" "Because I was in Cardiff for work. I walked past your parents' house." Aurora's face changed before she could prevent it. Eva saw. "I didn't know," Eva said. "Of course you didn't." "I would've come." "No, you wouldn't." "Rory." "My mother died and my father forgot how to be a person in public. The funeral was all barristers and school colleagues and women carrying casseroles as if grief could be baked. You would've hated it." "I would've come for you." "You didn't even come before she died." Eva went still. Not frozen, composed, the more dangerous state. "Don't do that." "Do what?" "Turn every absence into a verdict. Some of them were. Not all." Aurora laughed once, low and sharp. "You always loved a distinction." "It matters." "To people who get to keep their options." Silence pressed in. The women at the next table stood and left too quickly, abandoning half a packet of crisps. Behind the bar a bottle broke. No one screamed. The Nest had standards. Eva put both palms flat on the table. "When you left, I was twenty-five and stupid in ways I had mistaken for loyalty. I thought I could hold off a man like him with a firm voice and a front-door chain. I thought keeping your secret from my family made me brave. I thought I could fix my own house before I came for yours. I was wrong on every count. There. Is that plain enough for you?" Aurora looked at her and saw, for the first time since the door opened, the old Eva under the polish, the girl who once stole traffic cones after too much cider, who slept on Aurora's bedroom floor during exam week and recited criminal cases in accents their lecturers would have called indecent, who had grabbed Aurora's face in both hands at Cardiff Central and said, Go now, before fear starts dressing itself up as reason. "You look awful when you're honest," Aurora said. "So do you." That almost became a smile on both sides. Almost. Silas crossed the room with a bottle, topped up their glasses without asking, and lingered half a beat longer than the task required. "Friend of yours?" Eva looked up. "That depends who's asking." "The man who owns the exits." "Then yes." Silas gave a small nod, as if a password had been correctly answered. His eyes shifted to the front window. He set the bottle down on a side shelf instead of taking it back. Aurora noticed. Silas's voice dropped. "You expecting company?" Eva's shoulders altered. A minute movement. Readiness. "No." "Shame." Aurora turned in her seat. Through the blur of bodies she saw the green neon wash over the front glass, and beyond it, a black car idling at the kerb. Too sleek for this street. Too patient. The rear door opened. A man stepped out, broad through the chest, coat unbuttoned, gaze already on the bar as if he'd picked his target before his shoes touched the pavement. Another man emerged from the passenger side. Eva rose so fast her chair legs scraped hard across the floor. "Oh, hell." Aurora stood with her. "Your corporate risk's come to drink?" Eva did not look at her. "They don't drink. They collect." The front door swung inward. The first man entered, then the second, and conversation in The Raven's Nest thinned to a dangerous hush. Silas moved behind the bar with no rush at all and slid his hand beneath the counter. The broad man smiled when he saw Eva. "There you are." Eva's face emptied. "I said no public scenes." "You don't get to say much tonight." Aurora took one step into the aisle, enough to block the direct line to the alcove. Her bright blue eyes fixed on the man, cold as polished glass. "She's with me," she said. The man's smile widened. "Then this just became efficient."
created_at"2026-03-06T12:11:56.138Z" 3/6/2026, 12:11:56 PM
model"openai/gpt-5.4-20260305"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency422
moderation_latency(null)
generation_time82500
tokens_prompt4618
tokens_completion3432
native_tokens_prompt4131
native_tokens_completion2816
native_tokens_completion_images0
native_tokens_reasoning0
native_tokens_cached3968
num_media_prompt(null)
num_input_audio_prompt(null)
num_media_completion0
num_search_results(null)
origin"https://ncbench.com/"
is_byokfalse
finish_reason"stop"
native_finish_reason"completed"
usage0.0436395
router(null)
provider_responses
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endpoint_id"9ff5625c-403f-4d7f-b895-58ac7295062c"
id"resp_0a5921a42ed3c9760169aac48c35b0819395a3213cc1b2be46"
is_byokfalse
latency165
model_permaslug"openai/gpt-5.4-20260305"
provider_name"OpenAI"
status200
user_agent"langchainjs-openai/1.0.0 ((node/v24.14.0; linux; x64))"
http_referer(null)
api_type"completions"
id"gen-1772799116-eg4eNq8l6dNdxS5t7PbT"
upstream_id"resp_0a5921a42ed3c9760169aac48c35b0819395a3213cc1b2be46"
total_cost0.0436395
cache_discount0.008928
upstream_inference_cost0
provider_name"OpenAI"

Evaluation details

Result Evaluator Details Meta Data
100.00% Adverbs in dialogue tags
Target: ≤10% dialogue tags with adverbs
totalTags9
adverbTagCount0
adverbTags(empty)
dialogueSentences107
tagDensity0.084
leniency0.168
rawRatio0
effectiveRatio0
95.54% AI-ism adverb frequency
Target: <2% AI-ism adverbs (58 tracked)
wordCount2240
totalAiIsmAdverbs2
found
0
adverb"very"
count1
1
adverb"quickly"
count1
highlights
0"very"
1"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)
91.07% AI-ism word frequency
Target: <2% AI-ism words (290 tracked)
wordCount2240
totalAiIsms4
found
0
word"eyebrow"
count2
1
word"silence"
count1
2
word"efficient"
count1
highlights
0"eyebrow"
1"silence"
2"efficient"
100.00% Cliché density
Target: ≤1 cliche(s) per 800-word window
totalCliches1
maxInWindow1
found
0
label"let out a breath"
count1
highlights
0"let out a breath"
100.00% Emotion telling (show vs. tell)
Target: ≤3% sentences with emotion telling
emotionTells0
narrationSentences171
matches(empty)
100.00% Filter word density
Target: ≤3% sentences with filter/hedge words
filterCount1
hedgeCount0
narrationSentences171
filterMatches
0"look"
hedgeMatches(empty)
100.00% Gibberish response detection
Target: ≤1% gibberish-like sentences (hard fail if a sentence exceeds 800 words)
analyzedSentences269
gibberishSentences0
adjustedGibberishSentences0
longSentenceCount0
runOnParagraphCount0
giantParagraphCount0
wordSaladCount0
repetitionLoopCount0
controlTokenCount0
maxSentenceWordsSeen85
ratio0
matches(empty)
100.00% Markdown formatting overuse
Target: ≤5% words in markdown formatting
markdownSpans0
markdownWords0
totalWords2240
ratio0
matches(empty)
100.00% Missing dialogue indicators (quotation marks)
Target: ≤10% speech attributions without quotation marks
totalAttributions27
unquotedAttributions0
matches(empty)
0.00% Name drop frequency
Target: ≤1.0 per-name mentions per 100 words
totalMentions90
wordCount1506
uniqueNames14
maxNameDensity2.26
worstName"Aurora"
maxWindowNameDensity5
worstWindowName"Eva"
discoveredNames
Raven2
Nest3
One1
Soho1
Aurora34
Rory1
Cardiff3
Morgan1
Eva30
Silas10
Carter1
Evan1
Central1
Go1
persons
0"Raven"
1"Nest"
2"One"
3"Aurora"
4"Rory"
5"Morgan"
6"Eva"
7"Silas"
8"Carter"
9"Evan"
places
0"Soho"
1"Cardiff"
globalScore0.371
windowScore0
100.00% Narrator intent-glossing
Target: ≤2% narration sentences with intent-glossing patterns
analyzedSentences99
glossingSentenceCount1
matches
0"appeared long enough to set down two whiskies"
100.00% "Not X but Y" pattern overuse
Target: ≤1 "not X but Y" per 1000 words
totalMatches1
per1kWords0.446
wordCount2240
matches
0"not fully, but he didn't need full"
100.00% Overuse of "that" (subordinate clause padding)
Target: ≤2% sentences with "that" clauses
thatCount0
totalSentences269
matches(empty)
100.00% Paragraph length variance
Target: CV ≥0.5 for paragraph word counts
totalParagraphs173
mean12.95
std19.49
cv1.506
sampleLengths
023
194
27
365
416
52
67
76
82
96
105
11114
1216
136
1466
153
1625
175
181
1926
203
212
222
2361
2473
2518
264
272
282
2913
308
315
326
3310
345
3516
364
374
385
3914
4016
415
422
433
448
454
469
4722
4813
495
100.00% Passive voice overuse
Target: ≤2% passive sentences
passiveCount0
totalSentences171
matches(empty)
100.00% Past progressive (was/were + -ing) overuse
Target: ≤2% past progressive verbs
pastProgressiveCount0
totalVerbs274
matches(empty)
100.00% Em-dash & semicolon overuse
Target: ≤2% sentences with em-dashes/semicolons
emDashCount0
semicolonCount0
flaggedSentences0
totalSentences269
ratio0
matches(empty)
97.91% Purple prose (modifier overload)
Target: <4% adverbs, <2% -ly adverbs, no adj stacking
wordCount1510
adjectiveStacks0
stackExamples(empty)
adverbCount64
adverbRatio0.0423841059602649
lyAdverbCount7
lyAdverbRatio0.004635761589403974
100.00% Repeated phrase echo
Target: ≤20% sentences with echoes (window: 2)
totalSentences269
echoCount0
echoWords(empty)
100.00% Sentence length variance
Target: CV ≥0.4 for sentence word counts
totalSentences269
mean8.33
std9.54
cv1.146
sampleLengths
023
111
24
316
437
58
618
77
817
97
1013
1113
1215
137
149
152
167
176
182
196
205
214
2216
2311
2429
2518
2618
276
288
294
303
315
328
336
3411
3512
365
3712
389
399
408
413
426
436
442
453
468
475
481
4910
46.22% Sentence opener variety
Target: ≥60% unique sentence openers
consecutiveRepeats14
diversityRatio0.30855018587360594
totalSentences269
uniqueOpeners83
69.93% Adverb-first sentence starts
Target: ≥3% sentences starting with an adverb
adverbCount3
totalSentences143
matches
0"Then he retreated with the"
1"Only a thin gold watch"
2"Too sleek for this street."
ratio0.021
100.00% Pronoun-first sentence starts
Target: ≤30% sentences starting with a pronoun
pronounCount24
totalSentences143
matches
0"His hazel eyes tracked everything"
1"She followed his glance."
2"She wore a dark coat"
3"Her hair used to be"
4"Her mouth had once been"
5"It was careful now."
6"She corrected it too late."
7"It opened her face, then"
8"He straightened, took the tray"
9"He nodded to a couple"
10"They gathered themselves and their"
11"They sat opposite each other"
12"They both heard the larger"
13"He moved off."
14"She wrapped her fingers round"
15"Her lashes cast small bars"
16"It made the loss worse."
17"He did not look over."
18"She kept her eyes on"
19"Her old habit when something"
ratio0.168
43.92% Subject-first sentence starts
Target: ≤72% sentences starting with a subject
subjectCount119
totalSentences143
matches
0"Aurora caught the glass before"
1"A man near the till"
2"Someone else failed to."
3"Beer slopped over her wrist,"
4"The Raven's Nest breathed the"
5"Silas stood at the far"
6"His hazel eyes tracked everything"
7"Age had pared him down"
8"The limp showed when he"
9"The silver signet ring on"
10"She followed his glance."
11"A woman had just stepped"
12"People brushed past her, annoyed,"
13"She wore a dark coat"
14"Her hair used to be"
15"A pale scar nicked one"
16"Her mouth had once been"
17"It was careful now."
18"Aurora's tray tilted."
19"She corrected it too late."
ratio0.832
34.97% Subordinate conjunction sentence starts
Target: ≥2% sentences starting with a subordinating conjunction
subConjCount1
totalSentences143
matches
0"Now it was shorter, sleeker,"
ratio0.007
100.00% Technical jargon density
Target: ≤6% sentences with technical-jargon patterns
analyzedSentences54
technicalSentenceCount3
matches
0"Black-and-white faces stared from their frames as if they knew a joke no one living deserved to hear."
1"Silas stood at the far end of the bar, polishing a glass that did not need polishing."
2"Aurora looked at her and saw, for the first time since the door opened, the old Eva under the polish, the girl who once stole traffic cones after too much cider…"
100.00% Useless dialogue additions
Target: ≤5% dialogue tags with trailing filler fragments
totalTags9
uselessAdditionCount0
matches(empty)
100.00% Dialogue tag variety (said vs. fancy)
Target: ≤10% fancy dialogue tags
totalTags8
fancyCount0
fancyTags(empty)
dialogueSentences107
tagDensity0.075
leniency0.15
rawRatio0
effectiveRatio0
89.3184%