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Run: 2026-10-13-01M4TB2ZAR3KKJRZEBS35EBSR2
Run Details
Model:
Muse Wonder (Reasoning, Medium)
Test:
Bad Writing Habits
Scenario:
Romance: separated couple reunites
Duration:
51.8s
Cost:
$0.096036
Provider:
Meta
Evaluation summary
Score
Evaluator
Details Link
100.00%
Adverbs in dialogue tags
(details)
97.18%
AI-ism adverb frequency
(details)
100.00%
AI-ism character names
(details)
100.00%
AI-ism location names
(details)
71.82%
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)
92.86%
Name drop frequency
(details)
100.00%
Narrator intent-glossing
(details)
100.00%
"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)
100.00%
Purple prose (modifier overload)
(details)
100.00%
Repeated phrase echo
(details)
100.00%
Sentence length variance
(details)
51.17%
Sentence opener variety
(details)
34.01%
Adverb-first sentence starts
(details)
73.06%
Pronoun-first sentence starts
(details)
5.92%
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)
87.5338%
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
Rory undid the third deadbolt
and Lucien fell through the doorway and straight into her.
She caught his weight before
she chose to. Her shoulder hit the doorframe.
His charcoal suit soaked heat
through her t shirt, and a wet patch spread against her ribs. "Close it." "You do not get to open with orders." "Rory. Close it." Boots struck the stairwell below. More than one set.
Ptolemy shot off the sofa
and vanished behind a stack of Eva's research notes. Rory shoved Lucien further inside, kicked the door shut, and shot the deadbolts home. One. Two. Three.
Each bolt landed with a
hard, clean click.
Something heavy slammed against the
bottom door of the building.
The whole flat on Brick
Lane shuddered.
A tower of books slid
sideways and buried Eva's rug in loose pages and broken spines. Lucien sagged against the wall.
Blood ran from under his
hand and striped his fingers gold black in the lamplight. "That colour never gets less disgusting." "You should see the other man." "Is he following you with the boots, or do I get the night off from your fan club?" "He lacks a head now. His friends retain theirs." He smiled. It cost him. Colour drained from his face and his slicked back platinum blond hair came loose across his forehead.
Rory grabbed his arm and
hauled him towards Eva's battered little sofa.
He weighed more than he
looked, all lean muscle and stubborn pride.
His ivory handled cane clattered
against the coffee table and knocked a cold mug of tea across a pile of scrolls. "Eva will kill you for that." "Eva will kill me for bleeding here first. The tea gives her a queue." "Sit down before you fall down. I refuse to catch you twice in one night. It sets a precedent." "You caught me once. Progress." "Gravity caught you. I acted as furniture."
She pushed him onto the
sofa.
Ptolemy crept out from behind
the books and sniffed the blood on Lucien's shoe.
The tabby cat flattened his
ears and hissed at the door. Below them, the curry house kitchen clanged pans and shouted orders through the floorboards. Turmeric, hot oil and garlic pushed up through the gaps in the wood and fought the copper smell coming off Lucien. Rory crouched in front of him.
Her bright blue eyes dropped
to his hand. "Move it." "No." "Luc." "Still no. Though I enjoy the concern." "You enjoy bleeding on Eva's upholstery to force a conversation. Move your hand, or I move it and skip bedside manner." He moved it. A tear split his side from rib to hip. The wound glowed at the edges, thin gold lines crawling out across his skin like cracks in hot glass. Her
stomach
dropped.
She had seen demon iron
do that once before, in a service tunnel under Camden, on a night he swore he wanted to forget. "You brought demon iron to Eva's door." "It brought itself. Inside a hunter. I objected." "With your torso?" "My blade objected first."
He tapped the cane with
one bloody finger. "His blade objected faster." Rory stood and crossed the cramped flat in four strides. Eva kept a first aid kit under the kitchen sink, behind three bottles of vinegar and a saucepan full of loose batteries. The kitchenette barely fitted one person, a kettle, and a stubborn patch of black mould shaped like Cornwall. Rory grabbed the kit, a clean towel, and the whisky Eva hid behind her folklore encyclopaedias.
She returned and dropped everything
onto the coffee table. "Shirt. Off." "You first." "Lucien." "Three months without a word from you, and you open with medical nudity. London has changed you." "You vanished for three months. London had room to work." That wiped the smile away. His heterochromatic eyes held hers, one amber and one black. The black one gave nothing back. The amber one always did, whether he wanted it to or not. "I wrote." "You sent a lawyer." "I sent protection papers." "You sent a contract, in French legal Latin, with a clause that banned me from your clubs, your contacts and your home. Your lawyer highlighted the ban in yellow. Classy." "The yellow sickened me too." "Then sack him." "I did. After he delivered it." Rory opened the whisky and poured it straight over the wound. Lucien jerked.
His hand clamped around her
wrist, right over the small crescent shaped scar on the left one.
His thumb found the scar
without looking. Memory lived in that touch and both of them felt it land. "Warn a man." "You deserved suspense." "You pour like your father cross examines." "Leave Brendan out of your blood loss."
His grip loosened, but he
kept hold of her wrist. His skin burned against hers. Demon heat always ran high in him after an injury, as his body burned out poison and iron. "You read the whole contract." "I read the whole insult." "You read as far as the ban." "It took four pages. The ban had subclauses." "The last page held a counterspell. It hid your name from Avaros for ninety days."
She stopped with the towel
halfway to his side. "Say that again." "Your birth name sits on too many ledgers now. After Camden, my father started asking questions. The ban pushed you beyond my household in law. The counterspell pushed you beyond his sight in practice." "You let me think you cut me loose." "I needed you furious enough to stay away." "From you, or from him?" "Both amounted to the same risk." He released her wrist. Slowly. His fingers dragged across the scar as he let go, and her
pulse
jumped under his touch. Rory pressed the towel hard against his wound. He swore in French, then in English, then in a language that made Eva's protective symbols glow faint blue along the skirting board. "Press harder. The iron loves theatre." "You should have told me." "You would have stayed." "That choice belonged to me." "You choose noble suicide whenever
affection
enters the room. I removed the temptation." "You arrogant, overdressed coward." "There she is." "What?" "The woman who climbed a drainpipe in heels to steal a duke's confession tape." "I wore trainers." "You wore one trainer. The other fell on a bishop." Rory laughed before she could stop herself. Anger cracked. Something softer and far more dangerous moved underneath it. Lucien watched her mouth. The room shrank around them. Eva's books, scrolls, crowded shelves and crooked little bookcases pressed in on every side, and the sofa left nowhere decent to retreat. His knee touched hers. Neither of them moved. "You came here because Eva warded this place against your father." "I came here because Eva warded this place against every demon blooded creature in London. It keeps hunters confused too. They smell me and hit a wall of curry, cat and old paper." "Ptolemy acts as a security feature now." "He has the temperament." "And you knew I stayed here." "Eva told me after I threatened to buy her building." "You bought her
silence
instead. She mentioned a first edition." "She drives a vicious bargain for a woman who lives above a curry house." "Why not go to Silas? My old flat still stands empty above the bar." "The hunters watched Silas. They watched your flat first. One waited in your bedroom." Cold spread through her chest. "You went in?" "He lacks a head now. Different man, same poor career choice." "You cleared my flat." "I cleared a path back to you. It took longer than I planned." "You plan exits, Luc. You plan contracts and lies and dramatic collapses in doorways. You never plan an apology." He lifted a hand and touched her straight black hair where it fell against her cheek. Blood marked her skin. His thumb rested along her jaw. "I planned this one for ninety days." "Do not start it with my face in your hand. You lose credibility and I lose focus." "Tell me to stop." "I told you to take your shirt off ten minutes ago. You still wear it. My instructions lack authority tonight." His mouth curved. He pulled his hand back and reached for the buttons. The first two opened. The third stuck with dried blood. Rory pushed his fingers aside and dealt with the buttons herself. Fabric clung to the wound. She eased it away and exposed the long line of the cut, the hard plane of his
stomach
, and older scars she knew by touch better than she knew some streets in Cardiff. A thin white mark crossed his ribs where a blade had caught him in Marseille stories. A darker one sat below his collarbone. That one belonged to London. That one belonged to the night they first kissed, in the rain soaked alley behind Silas bar, with a dead gargoyle at their feet and his blood on her hands. Her fingers paused on the button at his waist. "Medical." "Essential medical contact. Eva has forms for this in triplicate." "Rory." His voice changed. Lower. No polish. She looked up. His amber eye burned. The black one reflected her face back at her, small and pale. "You should have stayed away after ninety days." "I counted them." "So did I." The admission hit harder than the boots on the stairs had hit the door. Rory sat back on her heels. Her hands still held his shirt open. "You counted." "Ninety one, if we include today. My discipline failed at dawn." "You turned up at midnight with hunters." "A man needs a theme." Ptolemy leapt onto the arm of the sofa and stared at the front door. His tail puffed out to twice its size. All three deadbolts sat locked. The flat fell silent except for the pans below and Lucien's uneven breathing. A soft scrape came from the mirror beside Eva's front door. Rory turned. Frost spread across the glass from the inside, white fern patterns
racing
outwards. Letters formed in the frost, written by an unseen finger, one elegant stroke at a time. M A L P H O R A. Her blood iced. "Who knows that name?" Lucien pushed himself upright despite the wound. Fresh gold black blood ran down his side and soaked the towel. He reached for his cane and drew the thin blade hidden inside it with a
whisper
of steel. "My father." Three slow knocks landed on the front door. Eva's voice came through the wood, warm and
familiar
and
perfect
in every detail. "Rory, open up. He followed me home." The first deadbolt slid open on its own.
created_at
"2026-10-13T09:56:49.647Z"
10/13/2026, 9:56:49 AM
model
"meta/muse-wonder-20261012"
app_id
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external_user
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streamed
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cancelled
false
latency
2665
moderation_latency
(null)
generation_time
51784
tokens_prompt
4383
tokens_completion
2674
native_tokens_prompt
4114
native_tokens_completion
3979
native_tokens_completion_images
0
native_tokens_reasoning
1637
native_tokens_cached
0
num_media_prompt
(null)
num_input_audio_prompt
(null)
num_media_completion
0
num_search_results
(null)
num_fetches
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web_search_engine
(null)
origin
"https://ncbench.com/"
is_byok
false
finish_reason
"stop"
native_finish_reason
"completed"
service_tier
"auto"
usage
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router
(null)
user_agent
"langchainjs-openai/1.0.0 ((node/v24.21.0; linux; x64))"
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session_id
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api_type
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id
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upstream_id
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provider_responses
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endpoint_id
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id
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is_byok
false
latency
966
model_permaslug
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provider_name
"Meta"
status
200
total_cost
0.096036
cache_discount
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upstream_inference_cost
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provider_name
"Meta"
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Evaluation details
Result
Evaluator
Details
Meta Data
100.00%
Adverbs in dialogue tags
Target: ≤10% dialogue tags with adverbs
totalTags
0
97.18%
AI-ism adverb frequency
Target: <2% AI-ism adverbs (58 tracked)
wordCount
1774
totalAiIsmAdverbs
1
found
0
adverb
"slowly"
count
1
highlights
0
"slowly"
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)
71.82%
AI-ism word frequency
Target: <2% AI-ism words (290 tracked)
wordCount
1774
totalAiIsms
10
found
0
word
"weight"
count
1
1
word
"stomach"
count
2
2
word
"pulse"
count
1
3
word
"affection"
count
1
4
word
"silence"
count
1
5
word
"racing"
count
1
6
word
"whisper"
count
1
7
word
"familiar"
count
1
8
word
"perfect"
count
1
highlights
0
"weight"
1
"stomach"
2
"pulse"
3
"affection"
4
"silence"
5
"racing"
6
"whisper"
7
"familiar"
8
"perfect"
100.00%
Cliché density
Target: ≤1 cliche(s) per 800-word window
totalCliches
1
maxInWindow
1
found
0
label
"stomach dropped/sank"
count
1
highlights
0
"stomach dropped"
100.00%
Emotion telling (show vs. tell)
Target: ≤3% sentences with emotion telling
emotionTells
0
narrationSentences
108
matches
(empty)
100.00%
Filter word density
Target: ≤3% sentences with filter/hedge words
filterCount
0
hedgeCount
0
narrationSentences
108
filterMatches
(empty)
hedgeMatches
(empty)
100.00%
Gibberish response detection
Target: ≤1% gibberish-like sentences (hard fail if a sentence exceeds 800 words)
analyzedSentences
200
gibberishSentences
0
adjustedGibberishSentences
0
longSentenceCount
0
runOnParagraphCount
0
giantParagraphCount
0
wordSaladCount
0
repetitionLoopCount
0
controlTokenCount
0
repeatedSegmentCount
0
maxSentenceWordsSeen
34
ratio
0
matches
(empty)
100.00%
Markdown formatting overuse
Target: ≤5% words in markdown formatting
markdownSpans
0
markdownWords
0
totalWords
1774
ratio
0
matches
(empty)
100.00%
Missing dialogue indicators (quotation marks)
Target: ≤10% speech attributions without quotation marks
totalAttributions
17
unquotedAttributions
0
matches
(empty)
92.86%
Name drop frequency
Target: ≤1.0 per-name mentions per 100 words
totalMentions
43
wordCount
1050
uniqueNames
14
maxNameDensity
1.14
worstName
"Rory"
maxWindowNameDensity
2
worstWindowName
"Rory"
discoveredNames
Lucien
9
Eva
9
Brick
1
Lane
1
Camden
1
Cornwall
1
French
1
English
1
Cardiff
1
Marseille
1
London
1
Silas
1
Rory
12
Ptolemy
3
persons
0
"Lucien"
1
"Eva"
2
"Rory"
3
"Ptolemy"
places
0
"Brick"
1
"Lane"
2
"Cornwall"
3
"French"
4
"English"
5
"Cardiff"
6
"Marseille"
7
"London"
8
"Silas"
globalScore
0.929
windowScore
1
100.00%
Narrator intent-glossing
Target: ≤2% narration sentences with intent-glossing patterns
analyzedSentences
73
glossingSentenceCount
0
matches
(empty)
100.00%
"Not X but Y" pattern overuse
Target: ≤1 "not X but Y" per 1000 words
totalMatches
0
per1kWords
0
wordCount
1774
matches
(empty)
100.00%
Overuse of "that" (subordinate clause padding)
Target: ≤2% sentences with "that" clauses
thatCount
0
totalSentences
200
matches
(empty)
100.00%
Paragraph length variance
Target: CV ≥0.5 for paragraph word counts
totalParagraphs
137
mean
12.95
std
13.67
cv
1.056
sampleLengths
0
15
1
30
2
2
3
8
4
3
5
23
6
25
7
33
8
20
9
6
10
6
11
18
12
9
13
22
14
45
15
6
16
14
17
19
18
5
19
7
20
31
21
35
22
14
23
2
24
1
25
1
26
7
27
21
28
3
29
55
30
7
31
8
32
3
33
4
34
8
35
4
36
66
37
9
38
2
39
2
40
1
41
17
42
10
43
5
44
28
45
2
46
4
47
4
48
30
49
5
100.00%
Passive voice overuse
Target: ≤2% passive sentences
passiveCount
0
totalSentences
108
matches
(empty)
100.00%
Past progressive (was/were + -ing) overuse
Target: ≤2% past progressive verbs
pastProgressiveCount
0
totalVerbs
162
matches
(empty)
100.00%
Em-dash & semicolon overuse
Target: ≤2% sentences with em-dashes/semicolons
emDashCount
0
semicolonCount
0
flaggedSentences
0
totalSentences
200
ratio
0
matches
(empty)
100.00%
Purple prose (modifier overload)
Target: <4% adverbs, <2% -ly adverbs, no adj stacking
wordCount
1050
adjectiveStacks
0
stackExamples
(empty)
adverbCount
24
adverbRatio
0.022857142857142857
lyAdverbCount
2
lyAdverbRatio
0.0019047619047619048
100.00%
Repeated phrase echo
Target: ≤20% sentences with echoes (window: 2)
totalSentences
200
echoCount
0
echoWords
(empty)
100.00%
Sentence length variance
Target: CV ≥0.4 for sentence word counts
totalSentences
200
mean
8.87
std
6.58
cv
0.742
sampleLengths
0
15
1
8
2
5
3
17
4
2
5
8
6
3
7
5
8
4
9
14
10
14
11
1
12
1
13
1
14
8
15
10
16
7
17
16
18
5
19
15
20
6
21
6
22
18
23
9
24
2
25
3
26
17
27
12
28
12
29
21
30
6
31
14
32
19
33
5
34
7
35
6
36
14
37
11
38
14
39
21
40
6
41
8
42
2
43
1
44
1
45
7
46
21
47
3
48
9
49
19
51.17%
Sentence opener variety
Target: ≥60% unique sentence openers
consecutiveRepeats
11
diversityRatio
0.34
totalSentences
200
uniqueOpeners
68
34.01%
Adverb-first sentence starts
Target: ≥3% sentences starting with an adverb
adverbCount
1
totalSentences
98
matches
0
"More than one set."
ratio
0.01
73.06%
Pronoun-first sentence starts
Target: ≤30% sentences starting with a pronoun
pronounCount
36
totalSentences
98
matches
0
"She caught his weight before"
1
"Her shoulder hit the doorframe."
2
"His charcoal suit soaked heat"
3
"It cost him."
4
"He weighed more than he"
5
"His ivory handled cane clattered"
6
"She pushed him onto the"
7
"Her bright blue eyes dropped"
8
"He moved it."
9
"Her stomach dropped."
10
"She had seen demon iron"
11
"He tapped the cane with"
12
"She returned and dropped everything"
13
"His heterochromatic eyes held hers,"
14
"His hand clamped around her"
15
"His thumb found the scar"
16
"His grip loosened, but he"
17
"His skin burned against hers."
18
"She stopped with the towel"
19
"He released her wrist."
ratio
0.367
5.92%
Subject-first sentence starts
Target: ≤72% sentences starting with a subject
subjectCount
89
totalSentences
98
matches
0
"Rory undid the third deadbolt"
1
"She caught his weight before"
2
"Her shoulder hit the doorframe."
3
"His charcoal suit soaked heat"
4
"Boots struck the stairwell below."
5
"Ptolemy shot off the sofa"
6
"Rory shoved Lucien further inside,"
7
"Each bolt landed with a"
8
"Something heavy slammed against the"
9
"The whole flat on Brick"
10
"A tower of books slid"
11
"Lucien sagged against the wall."
12
"Blood ran from under his"
13
"It cost him."
14
"Rory grabbed his arm and"
15
"He weighed more than he"
16
"His ivory handled cane clattered"
17
"She pushed him onto the"
18
"Ptolemy crept out from behind"
19
"The tabby cat flattened his"
ratio
0.908
0.00%
Subordinate conjunction sentence starts
Target: ≥2% sentences starting with a subordinating conjunction
subConjCount
0
totalSentences
98
matches
(empty)
ratio
0
100.00%
Technical jargon density
Target: ≤6% sentences with technical-jargon patterns
analyzedSentences
47
technicalSentenceCount
1
matches
0
"He swore in French, then in English, then in a language that made Eva's protective symbols glow faint blue along the skirting board."
100.00%
Useless dialogue additions
Target: ≤5% dialogue tags with trailing filler fragments
totalTags
0
uselessAdditionCount
0
matches
(empty)
100.00%
Dialogue tag variety (said vs. fancy)
Target: ≤10% fancy dialogue tags
totalTags
0
87.5338%