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Run: 2026-09-23-01M36NJ3VWE76SD4GT2VT5QX3V
Run Details
Model:
GPT-6 Luna (Reasoning, Medium)
Test:
Bad Writing Habits
Scenario:
Literary fiction: old friends reunite
Duration:
41.7s
Cost:
$0.002237
Provider:
OpenAI
Evaluation summary
Score
Evaluator
Details Link
100.00%
Adverbs in dialogue tags
(details)
96.93%
AI-ism adverb frequency
(details)
100.00%
AI-ism character names
(details)
100.00%
AI-ism location names
(details)
81.56%
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)
47.37%
Sentence opener variety
(details)
34.36%
Adverb-first sentence starts
(details)
100.00%
Pronoun-first sentence starts
(details)
6.39%
Subject-first sentence starts
(details)
0.00%
Subordinate conjunction sentence starts
(details)
83.33%
Technical jargon density
(details)
100.00%
Useless dialogue additions
(details)
100.00%
Dialogue tag variety (said vs. fancy)
(details)
84.9982%
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 caught the glass before
it tipped into the woman’s lap. The woman looked up.
Her face had thinned; her
hair, once a copper cloud she’d hacked with kitchen scissors, now lay in a neat dark crop against her jaw.
A small silver stud shone
at one nostril.
The suit looked expensive, the
hands folded beside the glass did not. “Eva.” “Hello, Rory.” For a moment, neither of them moved. Behind Eva, the bar’s old maps curled at the corners, and the black-and-white photographs watched from their frames.
The Raven’s Nest breathed around
them: low voices, the clink of bottles, the green neon bleeding through the window onto the pavement. Rory set the glass down. Her fingers had gone cold. “You’re hard to recognise.” “I’ve had practice.” “That’s one way to put it.”
Eva’s mouth shifted, almost a
smile. It didn’t reach her eyes.
Rory had last seen those
eyes in Cardiff, bright with the fierce certainty that they could get anyone out of anywhere. Five years later, they
seemed trained to leave rooms before the people in them noticed
. “I thought you were in Cardiff,” Rory said. “I was. Then I wasn’t.” “Good. That clears everything up.”
Eva glanced at the leather
delivery bag slung over Rory’s shoulder. “Still working for the Golden Empress?” “Part-time. The food travels better than I do.” “Does it?” “Mostly.” A chair scraped behind them.
Silas came from the far
end of the bar with a cloth over one shoulder, his left leg hitching at the knee.
His hazel eyes passed from
Rory to Eva and stopped there. “Friend of yours?” “Old friend.” “Those are the expensive sort.”
Silas set a fresh glass
on the counter. “What’ll you have?” “Tea,” Eva said.
Silas looked at the glass
in front of her. “You’ve got water.” “I’m aware.” “Then you’re doing well.”
He moved away, the silver
signet ring on his right hand catching the bar light. Rory watched him go.
He didn’t ask who Eva
was. That meant he’d already decided she mattered. Eva reached for the water but didn’t drink. “Silas still looks like he keeps a list of everyone who’s lied to him.” “He does.” “Does he?” “No. But he’d like you to think so.” Eva’s fingers tightened around the glass. “You’ve changed.” “So have you.” “I mean it.” “So do I.” A couple near the door laughed too loudly. The sound snagged in Rory’s ribs. Eva used to laugh like that, as though she’d found the joke before anyone else and planned to share it with the whole street. At sixteen, she’d climbed the school wall in her uniform and dared Rory to follow. At twenty, she’d stood in Rory’s Cardiff kitchen with a split lip and told her to leave Evan.
She’d pushed a train ticket
into Rory’s hand, then kissed her cheek as though the matter had
been settled
. Rory had gone. Eva had stayed. “Why now?” Rory asked. Eva looked past her, towards the front window. “I needed to see you.” “You could’ve called.” “I did.” “No, you didn’t.” “I called twice. You changed your number.” “After the first time you didn’t answer.” Eva lowered her gaze. The clean line of her part showed pale scalp beneath the short hair. “I know.” “That’s all?” “No.” Eva looked at her again. “It’s just the first thing.” Rory shrugged off her delivery bag and rested it against the bar.
Her wrist brushed the edge
of the counter, and the little crescent scar there flashed white under the lights. “Go on, then.” Eva took a breath through her nose. “I didn’t know how to speak to you after you left.” “You told me to leave.” “I know.” “You shoved a ticket into my hand.” “I know.” “Then you stopped picking up.” “I know.” “Do you have anything that isn’t those two words?” Eva’s thumb
traced
a damp ring on the glass. “I was frightened.” “Of Evan?” “Of what he’d do if I helped you. Of what he’d do if I didn’t.”
She looked up
. “That’s not an excuse.” “No. It’s not.” Silas returned with a cup and saucer. Eva thanked him.
He placed them down with
care, then leaned an elbow on the counter. “Tea’s a poor shield,” he said. “I didn’t come here for a shield.” “Everyone comes here for something.” “Not everyone admits it.” “Fair enough.” Silas left them with the tea. Eva took a sip and flinched at the heat. Rory almost smiled. The old Eva had burnt her tongue on tea every morning for a year, then blamed the mug. “You’re in London now?” Rory asked. “For work.” “What work?” “Legal aid. Housing cases. Evictions, mostly.” Rory let out a small breath. “You always hated lawyers.” “I hated your father’s kind of lawyer.” “My father would be thrilled to hear there’s a distinction.” “Your father enjoyed a distinction. Especially when it put him on the right side of a fee.” The sharpness was
familiar
. For an instant, Rory saw the old Eva beneath the pressed clothes, the girl who’d sat on the Carter kitchen floor and mocked Brendan’s court wig.
Then Eva blinked and the
moment went away. “You stayed in Cardiff,” Rory said. “You became the thing I didn’t.” “I became useful.” “That’s not the same thing.” “No.” Eva set her cup down. “It isn’t.” The
silence
between them gathered the noise of the bar and held it. Rory’s fingers found the strap of her bag. Five years had made the distance seem less like a road and more like a locked door. “Why did you come?”
she asked again
. Eva’s eyes
flicked
to Silas, then to the window. “I saw Evan last week.” Rory’s hand went still. “Where?” “Outside the legal centre. He was waiting for someone.” “Someone?” “I don’t know who. He said he wanted to talk.” “And you did?” “No.” “Good.” “He asked about you.” Rory looked towards the window too, but only caught the green smear of the neon sign and the shape of her own face in the glass. “What did you tell him?” “Nothing.” “Eva.” “Nothing.” The word landed too
quickly
. Rory watched her friend’s knuckles whiten around the cup. “Did you tell him I was in London?” “He already knew that.” “Did you tell him where?” “No.” “Did you tell him about the bar?” “No.” “Did you tell him anything?” Eva’s mouth opened, then shut.
She turned the cup by
its handle until the painted blue flowers faced Rory. “Years ago, he came to my flat.” Rory’s breath shortened. “When?” “Two months after you left.” “And you didn’t tell me.” “He said he’d found your number. He said he’d found your address. He wanted me to confirm you were safe.” “You could’ve called me.” “I thought he’d hear.” “You could’ve called the police.” “He’d done nothing they could hold him for. You knew that.” Rory did know.
She knew how a man
could stand close enough to bruise without touching, how he could make a threat out of a question.
She knew the neat, humiliating
weight
of explaining fear to people who wanted dates and witnesses. “What did you tell him?” “I told him you’d gone to London. I told him you were alive. Nothing more.” “You gave him what he wanted.” “I thought it would keep him away from you.” “And did it?” Eva’s jaw tightened. “No.” Rory leaned back.
Her pulse tapped at the
base of her throat. “So you came here to tell me he’s still looking?” “I came to tell you he knows where you work.” The bar
seemed to
draw in around them. The clatter of bottles, the bass from the speakers, the murmur of voices: each sound sharpened, then held. “How?” “He saw me leave the legal centre. He followed me to the station. He said your name.” “You’ve had five years to tell me this.” “I didn’t know he’d found you. I didn’t know he knew where you worked until today.” “And you came straight here.” “Yes.” “Why?” “Because I thought he’d follow me.” Rory stared at her. The silver spoon lay across the saucer, its bowl reflecting a tiny, warped version of Eva’s face. “You used me as a place to run to.” “I know.” “You keep saying that.” “It’s all I’ve got.” “No. It’s what you brought.” Eva’s eyes shone, but her face stayed composed. “I’m sorry.” Rory pressed her scarred wrist against the counter. “You don’t get to come in here and drop five years of damage on the bar, then ask me to make you feel better.” “I’m not asking that.” “Then what are you asking?” “To tell Silas to lock the back entrance.” Silas had already turned.
He stood by the shelves
behind the bar, watching the front window.
His limp carried him a
little faster than usual. Rory followed his gaze. A man stood outside beneath the green neon.
He wore a dark coat
and held a phone to his ear. Rory couldn’t see his face through the glass, but Eva had gone white. “That him?” “Yes.” Silas lowered the shelf beneath the till and pulled out a brass key. “Back room. Now.” Eva stood.
Her chair legs shrieked across
the floor. The man outside lowered his phone. Rory grabbed Eva’s sleeve. “You said you didn’t tell him where I lived.” “I didn’t.” “Then how did he find this place?” Eva looked at her, lips parted. Behind them, Silas slid a book from the shelf and the hidden door clicked open. The bar’s front handle turned. “He followed me,” Eva said. The lock snapped. A fist struck the door hard enough to shake the glass. The man outside leaned close, his mouth moving against it. Rory saw her own name form on his lips.
created_at
"2026-09-23T08:19:21.094Z"
9/23/2026, 8:19:21 AM
model
"openai/gpt-6-luna-20260922"
app_id
182717
external_user
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streamed
true
cancelled
false
latency
17199
moderation_latency
(null)
generation_time
41668
tokens_prompt
4445
tokens_completion
2627
native_tokens_prompt
4131
native_tokens_completion
3442
native_tokens_completion_images
0
native_tokens_reasoning
1291
native_tokens_cached
0
num_media_prompt
(null)
num_input_audio_prompt
(null)
num_media_completion
0
num_search_results
(null)
num_fetches
(null)
web_search_engine
(null)
origin
"https://ncbench.com/"
is_byok
false
finish_reason
"stop"
native_finish_reason
"completed"
service_tier
"default"
usage
0.0022373
router
(null)
user_agent
"langchainjs-openai/1.0.0 ((node/v24.20.0; linux; x64))"
http_referer
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request_id
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session_id
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preset_id
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api_type
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upstream_id
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provider_responses
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id
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is_byok
false
latency
313
model_permaslug
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provider_name
"OpenAI"
status
200
total_cost
0.0022373
cache_discount
-0.0001032
upstream_inference_cost
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provider_name
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data_region
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workspace_id
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Evaluation details
Result
Evaluator
Details
Meta Data
100.00%
Adverbs in dialogue tags
Target: ≤10% dialogue tags with adverbs
totalTags
12
adverbTagCount
1
adverbTags
0
"she asked again [again]"
dialogueSentences
135
tagDensity
0.089
leniency
0.178
rawRatio
0.083
effectiveRatio
0.015
96.93%
AI-ism adverb frequency
Target: <2% AI-ism adverbs (58 tracked)
wordCount
1627
totalAiIsmAdverbs
1
found
0
adverb
"quickly"
count
1
highlights
0
"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)
81.56%
AI-ism word frequency
Target: <2% AI-ism words (290 tracked)
wordCount
1627
totalAiIsms
6
found
0
word
"traced"
count
1
1
word
"familiar"
count
1
2
word
"silence"
count
1
3
word
"flicked"
count
1
4
word
"weight"
count
1
5
word
"pulse"
count
1
highlights
0
"traced"
1
"familiar"
2
"silence"
3
"flicked"
4
"weight"
5
"pulse"
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
105
matches
(empty)
100.00%
Filter word density
Target: ≤3% sentences with filter/hedge words
filterCount
0
hedgeCount
1
narrationSentences
105
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
228
gibberishSentences
0
adjustedGibberishSentences
0
longSentenceCount
0
runOnParagraphCount
0
giantParagraphCount
0
wordSaladCount
0
repetitionLoopCount
0
controlTokenCount
0
repeatedSegmentCount
0
maxSentenceWordsSeen
26
ratio
0
matches
(empty)
100.00%
Markdown formatting overuse
Target: ≤5% words in markdown formatting
markdownSpans
0
markdownWords
0
totalWords
1627
ratio
0
matches
(empty)
100.00%
Missing dialogue indicators (quotation marks)
Target: ≤10% speech attributions without quotation marks
totalAttributions
40
unquotedAttributions
0
matches
(empty)
0.00%
Name drop frequency
Target: ≤1.0 per-name mentions per 100 words
totalMentions
80
wordCount
963
uniqueNames
9
maxNameDensity
3.43
worstName
"Rory"
maxWindowNameDensity
6
worstWindowName
"Eva"
discoveredNames
Eva
31
Raven
1
Nest
1
Cardiff
2
Rory
33
Silas
9
Evan
1
Carter
1
Brendan
1
persons
0
"Eva"
1
"Raven"
2
"Nest"
3
"Rory"
4
"Silas"
5
"Evan"
6
"Carter"
7
"Brendan"
places
0
"Cardiff"
globalScore
0
windowScore
0
100.00%
Narrator intent-glossing
Target: ≤2% narration sentences with intent-glossing patterns
analyzedSentences
68
glossingSentenceCount
1
matches
0
"seemed trained to leave rooms before the people in them noticed"
100.00%
"Not X but Y" pattern overuse
Target: ≤1 "not X but Y" per 1000 words
totalMatches
0
per1kWords
0
wordCount
1627
matches
(empty)
100.00%
Overuse of "that" (subordinate clause padding)
Target: ≤2% sentences with "that" clauses
thatCount
0
totalSentences
228
matches
(empty)
100.00%
Paragraph length variance
Target: CV ≥0.5 for paragraph word counts
totalParagraphs
163
mean
9.98
std
11.99
cv
1.201
sampleLengths
0
11
1
49
2
1
3
2
4
47
5
10
6
4
7
3
8
6
9
47
10
8
11
5
12
5
13
17
14
8
15
2
16
1
17
38
18
3
19
2
20
16
21
3
22
12
23
2
24
4
25
32
26
8
27
14
28
2
29
2
30
8
31
8
32
3
33
3
34
3
35
90
36
6
37
4
38
13
39
3
40
2
41
3
42
7
43
7
44
17
45
2
46
2
47
11
48
31
49
3
100.00%
Passive voice overuse
Target: ≤2% passive sentences
passiveCount
1
totalSentences
105
matches
0
"been settled"
100.00%
Past progressive (was/were + -ing) overuse
Target: ≤2% past progressive verbs
pastProgressiveCount
0
totalVerbs
166
matches
(empty)
100.00%
Em-dash & semicolon overuse
Target: ≤2% sentences with em-dashes/semicolons
emDashCount
0
semicolonCount
1
flaggedSentences
1
totalSentences
228
ratio
0.004
matches
0
"Her face had thinned; her hair, once a copper cloud she’d hacked with kitchen scissors, now lay in a neat dark crop against her jaw."
100.00%
Purple prose (modifier overload)
Target: <4% adverbs, <2% -ly adverbs, no adj stacking
wordCount
965
adjectiveStacks
0
stackExamples
(empty)
adverbCount
32
adverbRatio
0.03316062176165803
lyAdverbCount
3
lyAdverbRatio
0.0031088082901554403
100.00%
Repeated phrase echo
Target: ≤20% sentences with echoes (window: 2)
totalSentences
228
echoCount
0
echoWords
(empty)
100.00%
Sentence length variance
Target: CV ≥0.4 for sentence word counts
totalSentences
228
mean
7.14
std
5.55
cv
0.777
sampleLengths
0
11
1
4
2
25
3
8
4
12
5
1
6
2
7
7
8
18
9
22
10
5
11
5
12
4
13
3
14
6
15
6
16
5
17
21
18
15
19
8
20
5
21
5
22
11
23
6
24
8
25
2
26
1
27
5
28
22
29
11
30
3
31
2
32
13
33
3
34
3
35
9
36
3
37
2
38
4
39
15
40
4
41
6
42
7
43
8
44
14
45
2
46
2
47
8
48
6
49
2
47.37%
Sentence opener variety
Target: ≥60% unique sentence openers
consecutiveRepeats
6
diversityRatio
0.24561403508771928
totalSentences
228
uniqueOpeners
56
34.36%
Adverb-first sentence starts
Target: ≥3% sentences starting with an adverb
adverbCount
1
totalSentences
97
matches
0
"Then Eva blinked and the"
ratio
0.01
100.00%
Pronoun-first sentence starts
Target: ≤30% sentences starting with a pronoun
pronounCount
19
totalSentences
97
matches
0
"Her face had thinned; her"
1
"Her fingers had gone cold."
2
"It didn’t reach her eyes."
3
"His hazel eyes passed from"
4
"He moved away, the silver"
5
"He didn’t ask who Eva"
6
"She’d pushed a train ticket"
7
"Her wrist brushed the edge"
8
"She looked up"
9
"He placed them down with"
10
"she asked again"
11
"She turned the cup by"
12
"She knew how a man"
13
"She knew the neat, humiliating"
14
"Her pulse tapped at the"
15
"He stood by the shelves"
16
"His limp carried him a"
17
"He wore a dark coat"
18
"Her chair legs shrieked across"
ratio
0.196
6.39%
Subject-first sentence starts
Target: ≤72% sentences starting with a subject
subjectCount
88
totalSentences
97
matches
0
"Rory caught the glass before"
1
"The woman looked up."
2
"Her face had thinned; her"
3
"A small silver stud shone"
4
"The suit looked expensive, the"
5
"The Raven’s Nest breathed around"
6
"Rory set the glass down."
7
"Her fingers had gone cold."
8
"Eva’s mouth shifted, almost a"
9
"It didn’t reach her eyes."
10
"Rory had last seen those"
11
"Eva glanced at the leather"
12
"A chair scraped behind them."
13
"Silas came from the far"
14
"His hazel eyes passed from"
15
"Silas set a fresh glass"
16
"Silas looked at the glass"
17
"He moved away, the silver"
18
"Rory watched him go."
19
"He didn’t ask who Eva"
ratio
0.907
0.00%
Subordinate conjunction sentence starts
Target: ≥2% sentences starting with a subordinating conjunction
subConjCount
0
totalSentences
97
matches
(empty)
ratio
0
83.33%
Technical jargon density
Target: ≤6% sentences with technical-jargon patterns
analyzedSentences
36
technicalSentenceCount
3
matches
0
"She’d pushed a train ticket into Rory’s hand, then kissed her cheek as though the matter had been settled."
1
"For an instant, Rory saw the old Eva beneath the pressed clothes, the girl who’d sat on the Carter kitchen floor and mocked Brendan’s court wig."
2
"She knew the neat, humiliating weight of explaining fear to people who wanted dates and witnesses."
100.00%
Useless dialogue additions
Target: ≤5% dialogue tags with trailing filler fragments
totalTags
12
uselessAdditionCount
0
matches
(empty)
100.00%
Dialogue tag variety (said vs. fancy)
Target: ≤10% fancy dialogue tags
totalTags
8
fancyCount
0
fancyTags
(empty)
dialogueSentences
135
tagDensity
0.059
leniency
0.119
rawRatio
0
effectiveRatio
0
84.9982%