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Run: 2026-03-18-01KM09DP970J8YTKSTXZNT4XBG
Run Details
Model:
GPT-5.4 Mini (Reasoning)
Test:
Bad Writing Habits
Scenario:
Literary fiction: old friends reunite
Duration:
25.4s
Cost:
$0.020270
Provider:
OpenAI
Evaluation summary
Score
Evaluator
Details Link
100.00%
Adverbs in dialogue tags
(details)
91.16%
AI-ism adverb frequency
(details)
100.00%
AI-ism character names
(details)
100.00%
AI-ism location names
(details)
82.31%
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)
0.00%
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)
46.33%
Sentence opener variety
(details)
100.00%
Adverb-first sentence starts
(details)
100.00%
Pronoun-first sentence starts
(details)
0.00%
Subject-first sentence starts
(details)
0.00%
Subordinate conjunction sentence starts
(details)
100.00%
Technical jargon density
(details)
97.22%
Useless dialogue additions
(details)
100.00%
Dialogue tag variety (said vs. fancy)
(details)
87.2340%
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
Rory set the glass down
too hard, and the woman in the doorway said her old name like she had kept it folded in her coat for years. “Rory?”
The bottle in Rory’s hand
slipped.
She caught it by the
neck before it met the floor, then looked up.
The Raven’s Nest held its
usual murmur of low voices, clinked glass, and the sour-sweet breath of spilled gin. Old maps climbed the walls. Black-and-white faces stared from their frames, all dead eyes and stiff collars. Behind the bar, Silas stood with one hand on a pump clip, his silver ring flashing once as he turned his head.
The woman at the door
had changed so much Rory stared at the wrong details first, the sharp line of her jaw, the pale sweep of cropped hair, the dark coat cut close to her body. Then the eyes hit. Brown, steady, furious with recognition. “Eva.”
The name came out rougher
than Rory meant it to.
Eva crossed the room without
hurry, as if she had stepped into a meeting she meant to dominate. She stopped at the bar, looked Rory from boots to face, and gave a short, brittle smile. “You vanished.”
Rory slid the bottle back
under the counter. “You found me.” Silas looked between them once, then moved down the bar with his usual
measured
limp. “Evening, Miss Carter.”
His gaze stayed on Eva
. “Your friend?” Eva’s mouth twitched. “Friend is generous.”
Rory barked a laugh before
she could stop it. It came out thin. “That’s a warm start.” Eva reached into her pocket, then stopped when Silas placed a clean glass in front of her. “Neat whisky,” she said. “House drink for people with a story,” Silas said. “You appear to have one.”
Eva took the glass but
did not drink.
Her fingers rested on the
rim.
A thin silver band circled
her right hand, plain and expensive.
Rory stared at it a
beat too long. “You used to hate whisky,” Rory said. “I used to hate a great deal of things.” “That’s progress.” Eva glanced at her, and something old moved behind the hard set of her face. Not softness. Not quite. A crack,
quickly
sealed. “You look the same,” Eva said. Rory snorted. “You’re lying already.” “You still talk like you’re about to win an argument with the room.” “That’s because I usually do.” Silas leaned an elbow on the bar, listening with the patience of a man who had built a life out of other people’s secrets. Eva’s gaze
flicked
to him, then to the maps, the photographs, the dark back room beyond the bookshelf. “You’ve done well for yourself,” she said. Rory’s hand tightened on the cloth she had been wiping the counter with. “That your way of saying hello?” “That was my way of not saying, Christ, Rory, what happened to you?” The words landed cleanly. Rory felt them in the scar on her wrist, in the old ache behind her ribs where memory still pressed like a thumb. “Late delivery route,” Rory said. “Bad lighting. We all age.” Eva gave a short, humourless breath. “You always did dodge the question.” “And you always did ask it like you deserved the answer.” Silas set a bottle down between them. “Another round, or are we indulging in archaeology?” Eva looked at him. “You remember me.” “I remember faces that matter.” That stopped her. Rory saw it. Just for half a second, the polish slipped and a younger version of Eva showed through, the one with scraped knees, loud opinions, and a laugh that filled a whole street. “You were at my mother’s funeral,” Eva said after a moment, as if she had pulled the sentence from somewhere deep and dirty. Silas nodded. “I was.” Rory looked down at the counter. The wood bore old rings from years of glasses and elbows and lies. “I sent you a card,” Eva said to Rory. “No, you didn’t.” Eva’s fingers tightened around the whisky. “I did. Cardiff address. The one with the peeling blue door.” Rory shook her head once. “Wrong flat.” Eva blinked. “That wasn’t the address you gave me.” “I never gave you one.” There it was. The old split, the little fracture that had grown teeth over the years. Eva’s jaw worked once. Rory saw the effort it took for her to keep her voice even. “I rang the number you wrote on that yellow Post-it from second year. It went dead.” “Different sim.” “Of course it was.” Silas lifted his glass and drank, his eyes still on them. The room had gone a shade quieter.
Even the man at the
end stool
seemed to
have learned discretion by instinct. Eva set the whisky down untouched. “You left, and I heard nothing for six months. Then a year. Then nothing at all.” Rory folded the cloth and unfolded it again. “You heard plenty if you listened.” “I listened to three voicemails, two emails, and one message from your mother saying you’d moved to London and weren’t speaking to anyone who knew your name.” Rory’s head came up. “You spoke to my mother?” Eva’s mouth hardened. “She answered the phone.” Rory let out a slow breath through her nose. Jennifer would have done that, practical to the bone, while Brendan would have asked the caller three questions before he admitted to knowing his daughter. “And?” Rory said. Eva gave her a flat look. “And she told me not to ring again.” Silas set his glass down. “Mothers do have a talent for precision.” Rory glanced at him, then back at Eva. “So you came all this way to tell me you got told off.” Eva laughed once.
It sounded wrong in her
mouth. “I came because I was in the neighbourhood and thought the universe might have developed a
sense of
humour.” “You never had one.” “I had yours.” That one hit harder. Rory had to look away. The bottles behind the bar blurred, green and amber and clear, all of them holding the light like trapped insects. Eva took a sip at last, then winced. “That’s obscene.” “It’s whisky,” Silas said. “It’s meant to remind you of poor decisions.” “Then it’s a fine drink.” Rory leaned back against the shelf. “What are you doing in Soho?” Eva let the glass rest in her palm. “Working.” “That’s vague.” “It pays.” “Still vague.” “You always did hate details unless they belonged to you.” Rory smiled without showing teeth. “And you always did talk like a solicitor when you were lying.” Eva looked at her
sharply
. “You remember that?” “I remember you nearly got us expelled in sixth form debate for calling the headmaster a bureaucratic eel.” “He was.” “He was also deaf in one ear.” “A pity for him.” Silas’s mouth moved by a fraction, the ghost of amusement. Eva saw it and sat a little straighter, as if she had only just
remembered that the
room held other lives in it. “You work here?”
she asked Rory
. “Part-time.” “Serving drinks?” “Deliveries, mostly. Silas lets me mop up the blood when the night goes sideways.” “Comforting.” “It keeps me busy.” Eva’s eyes dropped, briefly, to Rory’s left wrist. The scar there showed white under the lamp. “You kept that,” Eva said. Rory slid her hand under the bar. “Childhood’s a generous gift.” Eva looked as if she wanted to say more, then swallowed it. The
silence
between them did not feel empty.
It felt packed, stuffed with
bus stops and dorm rooms and the smell of cheap coffee on Cardiff mornings, with phone calls never returned and questions left to rot. “You still live above him?” Eva asked. Rory nodded towards the ceiling. “Yes.” Eva tilted her head. “Of course you do.” Silas stood away from the bar and began straightening a row of glasses no one had touched. “The building enjoys keeping its residents in orbit.” Rory shot him a look. “You’re enjoying this.” “I’m observing.” “That’s your version of enjoying it.” Eva glanced from one to the other. “You two always like this?” “No,” Rory said. Silas said, “Only when threatened.” Eva’s lips parted, then she closed them again. Rory saw the change in her face. The effort behind the calm. The reason she had come. “What is it?” Rory asked. Eva set the glass down with care, as if a wrong move might crack the table itself. “I saw Evan last week.” The name dragged the room into a different shape. Rory did not move. The cloth in her hand bit into her palm. Silas’s gaze sharpened. Just once, but enough. Eva continued before anyone could stop her. “Not by accident. He was in a restaurant off Fleet Street. He had someone with him. He asked for you.” Rory laughed once, and it
sounded like glass under a shoe
. “That’s rich.” “I didn’t laugh.” “You should have.” “He said your name.” Silas’s ring tapped
softly
against the bar top. “Why bring this here?” Eva looked at him. “Because I checked the address on the old messages. Because I followed the thread. Because the thread came here.” Rory’s mouth went dry. “You checked my messages.” “I was angry.” “That doesn’t make it less disgusting.” “I know.” Silas reached for the bottle, then stopped.
His eyes flicked once towards
the front door, the green neon sign beyond the glass washing the room in a sickly glow.
He had gone still in
that way Rory had learned meant trouble had entered the room before anyone else saw it. Eva noticed too. Her shoulders locked. “Don’t,” she said. Rory looked up. “Don’t what?” Eva’s hand moved under her coat. Not fast. Not panicked. Deliberate.
She drew out a folded
photograph and slid it across the bar with one finger. Rory looked at the image and felt the blood leave her face. It showed her flat door. The one above the bar. Tonight. A dark shape stood outside it, one hand raised as if about to knock. The front door of the Nest opened with a scrape that cut through the room like a blade. Silas’s voice came low and hard. “Rory, behind the bar.”
created_at
"2026-03-18T10:56:19.265Z"
3/18/2026, 10:56:19 AM
model
"openai/gpt-5.4-mini-20260317"
app_id
182717
external_user
(null)
streamed
true
cancelled
false
latency
14138
moderation_latency
(null)
generation_time
25159
tokens_prompt
4618
tokens_completion
3003
native_tokens_prompt
4131
native_tokens_completion
4392
native_tokens_completion_images
0
native_tokens_reasoning
2197
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
0.02027025
router
(null)
provider_responses
0
endpoint_id
"9ee065b2-3d1c-43bc-bdd7-28af3b148282"
id
"resp_03c612bdfbc1e4e50169ba84d354288190b7ae3a072f600fa4"
is_byok
false
latency
271
model_permaslug
"openai/gpt-5.4-mini-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-1773831379-n5GzjunkWC2tvxRIhIq8"
upstream_id
"resp_03c612bdfbc1e4e50169ba84d354288190b7ae3a072f600fa4"
total_cost
0.02027025
cache_discount
0.002592
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
18
adverbTagCount
0
adverbTags
(empty)
dialogueSentences
101
tagDensity
0.178
leniency
0.356
rawRatio
0
effectiveRatio
0
91.16%
AI-ism adverb frequency
Target: <2% AI-ism adverbs (58 tracked)
wordCount
1696
totalAiIsmAdverbs
3
found
0
adverb
"quickly"
count
1
1
adverb
"sharply"
count
1
2
adverb
"softly"
count
1
highlights
0
"quickly"
1
"sharply"
2
"softly"
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)
82.31%
AI-ism word frequency
Target: <2% AI-ism words (290 tracked)
wordCount
1696
totalAiIsms
6
found
0
word
"measured"
count
1
1
word
"flicked"
count
2
2
word
"sense of"
count
1
3
word
"comforting"
count
1
4
word
"silence"
count
1
highlights
0
"measured"
1
"flicked"
2
"sense of"
3
"comforting"
4
"silence"
100.00%
Cliché density
Target: ≤1 cliche(s) per 800-word window
totalCliches
0
maxInWindow
0
found
(empty)
highlights
(empty)
100.00%
Emotion telling (show vs. tell)
Target: ≤3% sentences with emotion telling
emotionTells
0
narrationSentences
135
matches
(empty)
100.00%
Filter word density
Target: ≤3% sentences with filter/hedge words
filterCount
0
hedgeCount
1
narrationSentences
135
filterMatches
(empty)
hedgeMatches
0
"seemed to"
100.00%
Gibberish response detection
Target: ≤1% gibberish-like sentences (hard fail if a sentence exceeds 800 words)
analyzedSentences
218
gibberishSentences
0
adjustedGibberishSentences
0
longSentenceCount
0
runOnParagraphCount
0
giantParagraphCount
0
wordSaladCount
0
repetitionLoopCount
0
controlTokenCount
0
maxSentenceWordsSeen
36
ratio
0
matches
(empty)
100.00%
Markdown formatting overuse
Target: ≤5% words in markdown formatting
markdownSpans
0
markdownWords
0
totalWords
1696
ratio
0
matches
(empty)
100.00%
Missing dialogue indicators (quotation marks)
Target: ≤10% speech attributions without quotation marks
totalAttributions
30
unquotedAttributions
0
matches
(empty)
0.00%
Name drop frequency
Target: ≤1.0 per-name mentions per 100 words
totalMentions
99
wordCount
1140
uniqueNames
7
maxNameDensity
3.51
worstName
"Rory"
maxWindowNameDensity
5.5
worstWindowName
"Rory"
discoveredNames
Rory
40
Raven
1
Nest
2
Silas
17
Eva
37
Brendan
1
Cardiff
1
persons
0
"Rory"
1
"Raven"
2
"Nest"
3
"Silas"
4
"Eva"
5
"Brendan"
places
0
"Cardiff"
globalScore
0
windowScore
0
100.00%
Narrator intent-glossing
Target: ≤2% narration sentences with intent-glossing patterns
analyzedSentences
73
glossingSentenceCount
1
matches
0
"sounded like glass under a shoe"
100.00%
"Not X but Y" pattern overuse
Target: ≤1 "not X but Y" per 1000 words
totalMatches
0
per1kWords
0
wordCount
1696
matches
(empty)
100.00%
Overuse of "that" (subordinate clause padding)
Target: ≤2% sentences with "that" clauses
thatCount
1
totalSentences
218
matches
0
"remembered that the"
100.00%
Paragraph length variance
Target: CV ≥0.5 for paragraph word counts
totalParagraphs
135
mean
12.56
std
10.98
cv
0.874
sampleLengths
0
28
1
1
2
20
3
58
4
45
5
1
6
10
7
35
8
2
9
11
10
15
11
10
12
6
13
17
14
17
15
4
16
14
17
33
18
7
19
9
20
2
21
23
22
6
23
5
24
13
25
5
26
24
27
18
28
7
29
19
30
13
31
27
32
10
33
12
34
11
35
15
36
7
37
5
38
37
39
23
40
4
41
19
42
9
43
3
44
17
45
7
46
9
47
5
48
33
49
16
100.00%
Passive voice overuse
Target: ≤2% passive sentences
passiveCount
0
totalSentences
135
matches
(empty)
100.00%
Past progressive (was/were + -ing) overuse
Target: ≤2% past progressive verbs
pastProgressiveCount
0
totalVerbs
201
matches
(empty)
100.00%
Em-dash & semicolon overuse
Target: ≤2% sentences with em-dashes/semicolons
emDashCount
0
semicolonCount
0
flaggedSentences
0
totalSentences
218
ratio
0
matches
(empty)
100.00%
Purple prose (modifier overload)
Target: <4% adverbs, <2% -ly adverbs, no adj stacking
wordCount
1143
adjectiveStacks
0
stackExamples
(empty)
adverbCount
44
adverbRatio
0.03849518810148731
lyAdverbCount
7
lyAdverbRatio
0.006124234470691163
100.00%
Repeated phrase echo
Target: ≤20% sentences with echoes (window: 2)
totalSentences
218
echoCount
0
echoWords
(empty)
100.00%
Sentence length variance
Target: CV ≥0.4 for sentence word counts
totalSentences
218
mean
7.78
std
6.41
cv
0.824
sampleLengths
0
28
1
1
2
6
3
14
4
19
5
5
6
12
7
22
8
36
9
4
10
5
11
1
12
10
13
18
14
17
15
2
16
8
17
3
18
15
19
8
20
2
21
3
22
3
23
9
24
4
25
4
26
17
27
4
28
9
29
5
30
8
31
6
32
11
33
8
34
7
35
9
36
2
37
15
38
2
39
2
40
4
41
6
42
2
43
3
44
13
45
5
46
24
47
18
48
7
49
13
46.33%
Sentence opener variety
Target: ≥60% unique sentence openers
consecutiveRepeats
8
diversityRatio
0.23853211009174313
totalSentences
218
uniqueOpeners
52
100.00%
Adverb-first sentence starts
Target: ≥3% sentences starting with an adverb
adverbCount
4
totalSentences
112
matches
0
"Then the eyes hit."
1
"Just for half a second,"
2
"Even the man at the"
3
"Just once, but enough."
ratio
0.036
100.00%
Pronoun-first sentence starts
Target: ≤30% sentences starting with a pronoun
pronounCount
13
totalSentences
112
matches
0
"She caught it by the"
1
"She stopped at the bar,"
2
"His gaze stayed on Eva"
3
"It came out thin."
4
"Her fingers rested on the"
5
"It sounded wrong in her"
6
"she asked Rory"
7
"It felt packed, stuffed with"
8
"His eyes flicked once towards"
9
"He had gone still in"
10
"Her shoulders locked."
11
"She drew out a folded"
12
"It showed her flat door."
ratio
0.116
0.00%
Subject-first sentence starts
Target: ≤72% sentences starting with a subject
subjectCount
104
totalSentences
112
matches
0
"Rory set the glass down"
1
"The bottle in Rory’s hand"
2
"She caught it by the"
3
"The Raven’s Nest held its"
4
"The woman at the door"
5
"Brown, steady, furious with recognition."
6
"The name came out rougher"
7
"Eva crossed the room without"
8
"She stopped at the bar,"
9
"Rory slid the bottle back"
10
"Silas looked between them once,"
11
"His gaze stayed on Eva"
12
"Eva’s mouth twitched."
13
"Rory barked a laugh before"
14
"It came out thin."
15
"Eva reached into her pocket,"
16
"Eva took the glass but"
17
"Her fingers rested on the"
18
"A thin silver band circled"
19
"Rory stared at it a"
ratio
0.929
0.00%
Subordinate conjunction sentence starts
Target: ≥2% sentences starting with a subordinating conjunction
subConjCount
0
totalSentences
112
matches
(empty)
ratio
0
100.00%
Technical jargon density
Target: ≤6% sentences with technical-jargon patterns
analyzedSentences
38
technicalSentenceCount
1
matches
0
"Eva saw it and sat a little straighter, as if she had only just remembered that the room held other lives in it."
97.22%
Useless dialogue additions
Target: ≤5% dialogue tags with trailing filler fragments
totalTags
18
uselessAdditionCount
1
matches
0
"Eva said, as if she had pulled the sentence from somewhere deep and dirty"
100.00%
Dialogue tag variety (said vs. fancy)
Target: ≤10% fancy dialogue tags
totalTags
17
fancyCount
0
fancyTags
(empty)
dialogueSentences
101
tagDensity
0.168
leniency
0.337
rawRatio
0
effectiveRatio
0
87.2340%