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Run: 2026-09-03-01M1KRDCP8HY7T5N97Z93EYA7V
Run Details
Model:
Muse Glimmer 30B (Reasoning, Medium)
Test:
Bad Writing Habits
Scenario:
Literary fiction: old friends reunite
Duration:
33.7s
Cost:
$0.006628
Provider:
Together
Evaluation summary
Score
Evaluator
Details Link
100.00%
Adverbs in dialogue tags
(details)
93.57%
AI-ism adverb frequency
(details)
100.00%
AI-ism character names
(details)
100.00%
AI-ism location names
(details)
64.63%
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)
82.00%
Purple prose (modifier overload)
(details)
100.00%
Repeated phrase echo
(details)
100.00%
Sentence length variance
(details)
44.74%
Sentence opener variety
(details)
0.00%
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)
99.57%
Technical jargon density
(details)
100.00%
Useless dialogue additions
(details)
100.00%
Dialogue tag variety (said vs. fancy)
(details)
82.8168%
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 slammed the delivery bag
onto the bar and the cheap wood bounced.
Silas lifted his glass without
looking up. "You’re late." "Traffic on Shaftesbury. Yu-Fei kept me on the last run."
She unclipped her lanyard and
dropped it onto the bar next to a small crescent-shaped scar on her left wrist that caught the low light. "You want the usual?"
He slid a neat glass
of whisky across.
The silver signet ring on
his right hand tapped once against the rim. "Two. You’re paying."
Rory glanced at the second
stool.
A woman sat there with
her back to the mirrors, black hair pulled into a knot that had loosened at the nape.
The neat little old rectangular
green French neon sign above the door threw a sickly wash across her cheekbones. She turned. Eva.
The name surfaced before the
face registered.
Cardiff summers, cheap lager in
a park, Eva’s mum shouting in Irish about doing her Leaving Cert.
Eva had pulled her onto
the train to London when Evan’s knuckles started leaving marks.
Eva’s eyes were bright blue
still.
The rest of her was
not.
The straight shoulder-length black hair
was gone
. Dyed ash now, cropped close at the sides.
Her left sleeve was rolled
to the elbow, showing a faded tattoo of a small compass rose on her forearm.
She wore a thin silver
chain that caught the light every time she moved. She smiled, small and quick. "Rory Carter." "You haven’t changed."
The words sat between them
like a dropped coin.
Rory felt the familiar coolness
settle, the part of her that assessed exits and angles. Eva laughed, a short sound. "Lie. You changed." "I got a job." "Yeah." Eva lifted her glass. The cut
crystal
caught the bar light. "Delivery girl. Flat above the spy." Rory felt her jaw tighten. "He’s my landlord." "Same thing." Eva set the glass down too hard. Liquid sloshed. "You still live under his maps." Silas watched from the mirror. He had not moved. "You’re drinking alone," Rory said. "Always did." Silas cleared his throat and leaned forward on the bar, his neat trimmed grey-streaked auburn beard catching the light. The slight limp in his left leg was invisible while he sat. "Eva O’Connell. Long time." "Silas Blackwood." Eva’s voice had gone flat. "You opened a pub. Nice." "Front." "Fronts are nice."
She looked at Rory
. "He remembers you." Rory picked up her whisky. "You flew in?" "Train." Eva tapped a fingernail against the glass. "Paddington. Cheap ticket." The
silence
that followed was not empty.
It held the weight of
the years Rory had spent avoiding phone calls and Eva’s flat in Camden that she had never visited. There had been messages. Birthday texts left on read. A wedding invitation that came too late. "You look tired," Eva said. "You look thinner." "Busy." "Doing what." "Consulting." Eva said the word like it tasted bad. "Forensics." Rory felt something
flicker
. Eva had wanted to be a solicitor.
She’d talked about Brendan Carter’s
chambers in Cardiff with a kind of reverence. "Law?" "Not that kind." Eva’s fingers
traced
the compass rose. "Crime scenes. Photos. Reports." Silas poured a third glass, set it down between them without asking. "She’s good at it," he said. Eva didn’t thank him. Rory watched the way Eva held herself, shoulders braced, as if ready for a blow. The cool-headed intelligence that had once made Eva the one who planned their escapes from boarding school now looked sharpened to a point. "Why are you here," Rory asked. Eva looked at the walls covered with old maps and black-and-white photographs.
She looked at the hidden
back room behind the bookshelf that she knew existed because Rory had told her once, drunk and proud of her landlord. "Needed a drink that isn’t served in a plastic cup." "That’s a bar." "It’s his bar." Rory understood the subtext. The Nest was not a normal pub. Silas’ network ran through it. People came here to be seen and not seen. Eva had always liked the places where secrets collected. Silas stood, his chair scraping
softly
.
He limped to the bookshelf
and pressed a spot near a framed photograph of a grey-streaked auburn-haired young man in MI6 uniform. The bookshelf swung open with a sigh. "Back room’s free," he said. "If you want to talk without an audience." Eva stood too
quickly
. The stool tipped. "No audience."
She looked at Rory
. "I want you." The bookshelf closed again. Silas left them with the green neon humming. Eva’s hand hovered near Rory’s wrist, then stopped. The scar there, small crescent-shaped from a childhood accident, was a
familiar
landmark. "You left without a note," Eva said. "I left with a bruise." "I know." Eva’s voice dropped. "Evan. He was a bastard." Rory’s throat tightened. "You told me to go." "I told you to run. Not disappear." Eva’s eyes filled, then didn’t. "I didn’t know where you lived for two years." "I didn’t want you to find me." "Why?" "Because you’d try to fix it." Rory set her glass down. "And I needed to fix it myself." Eva laughed, sharp. "Look at you. Cool, collected, delivering dumplings. Like a life sentence." "I like it." "Do you?" Eva leaned in. The scent of cheap aftershave and rain clung to her coat. "You used to want courtrooms. You used to talk about standing up." "I’m standing up." "Standing still." Eva’s nail tapped the bar. "You’re twenty-five and you work nights for a man who used to run operations in Prague." Rory’s fingers curled around her glass. "He gives me a roof." "He gives you a story you can tell yourself." Eva’s voice softened, barely. "I missed you." The confession landed hard. Rory had prepared for accusations, for anger, for the old friendship that had curdled into resentment. Not this. "I missed you too." Eva blinked. A tear tracked down her cheek and vanished into the ash of her hair. "Don’t," Rory said. "Why not." "Because then we have to talk about the last time." Rory’s voice stayed even. "The last time we saw each other was the night I left Cardiff. You cried in the station. I said I’d call." "You didn’t." "I was scared." The words came out before she could stop them. "I was scared I’d never leave if I kept talking to you." Eva’s shoulders shook once, a small movement.
She pulled a creased photograph
from her coat pocket and slid it across the bar.
It showed two girls on
a beach in Wales, arms around each other, hair wild with wind. "I keep it in my wallet," Eva said. Rory stared at the image. She looked younger, softer. Eva looked the same. "You never sent it," Rory said. "You never asked." Silas’ signet ring tapped again on the bar as he reappeared in the doorway, watching. He said nothing. Eva pushed the photograph back. "I’m here for a week. Job in the city. Then I go back to Manchester." "Why tell me now." "Because I’m tired of being the one who changed." Eva’s laugh was thin. "Look at you. You’re still Rory. Same cool stare. Same scar. You just moved into a flat above a spymaster and pretend it’s normal." Rory felt heat rise in her chest. "You changed." "I had to." Eva’s hand finally touched her wrist, light as a question. "You didn’t get hit. I did." "What do you mean." Eva withdrew her hand. "Later. I’m not doing this here." Rory watched the door as Eva stood, coat catching on the bar stool. The ash hair caught the green neon. "Wait." Eva paused, one hand on the doorframe. Rory stood. The bar was dim and warm, the maps on the walls
looked like old wounds
. "If you’re going to tell me," Rory said, "tell me now." Eva’s mouth opened, closed. She looked at Silas. Silas inclined his head once, a small permission. Eva exhaled. "I’m clean now. Eight months." The words hung. Rory’s mind
raced
, out-of-the-box thinking kicking in, mapping possibilities. Eva had wanted law. Forensics. Crime scenes. The compass rose. "You were using," Rory said quietly. "Heroin. Then pills." Eva’s voice was steady. "Evan wasn’t the only one who hurt me. I just stopped telling people." Rory felt the floor tilt. The
weight
of time pressed down,
unspoken
regret pooling in her chest.
She had run to London
to escape Evan. Eva had stayed, had broken, had rebuilt in a different shape. "I’m sorry," Rory said. "Don’t be." Eva’s eyes were bright. "You survived." "I didn’t help." "You kept yourself alive." Eva stepped closer. "That’s enough." The bar door opened behind them. A cold draft slipped in, carrying the sound of Soho at night. A man in a long black coat stopped just inside,
scanning
the room. Silas’ gaze sharpened. Eva saw him too.
Her hand dropped to the
small compass rose tattoo, fingers pressing hard. "That’s not a good look," she murmured. Rory turned. The man’s eyes found Silas first, then hers. He smiled, thin and professional. Silas lifted his signet ringed hand. The bookshelf behind him clicked. Rory felt the old adrenaline spike, the part of her that had learned to read rooms fast. Eva grabbed her wrist, hard enough to leave marks. "Don’t," she whispered. Silas said, "Eva." The man took one step forward.
created_at
"2026-09-03T13:47:55.985Z"
9/3/2026, 1:47:55 PM
model
"meta/muse-glimmer-30b-20260810"
app_id
182717
external_user
(null)
streamed
true
cancelled
false
latency
675
moderation_latency
(null)
generation_time
33637
tokens_prompt
4445
tokens_completion
3801
native_tokens_prompt
4172
native_tokens_completion
3445
native_tokens_completion_images
(null)
native_tokens_reasoning
1447
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
"stop"
service_tier
(null)
usage
0.0066277
router
(null)
user_agent
"langchainjs-openai/1.0.0 ((node/v24.19.0; 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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id
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upstream_id
"oyocGe9-fdNmn-a355358b28528bdb"
provider_responses
0
endpoint_id
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id
"oyocGe9-fdNmn-a355358b28528bdb"
is_byok
false
latency
655
model_permaslug
"meta/muse-glimmer-30b-20260810"
provider_name
"Together"
status
200
total_cost
0.0066277
cache_discount
(null)
upstream_inference_cost
0
provider_name
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Evaluation details
Result
Evaluator
Details
Meta Data
100.00%
Adverbs in dialogue tags
Target: ≤10% dialogue tags with adverbs
totalTags
33
adverbTagCount
3
adverbTags
0
"Eva’s eyes filled then [then]"
1
"Eva’s voice softened barely [barely]"
2
"Rory said quietly [quietly]"
dialogueSentences
98
tagDensity
0.337
leniency
0.673
rawRatio
0.091
effectiveRatio
0.061
93.57%
AI-ism adverb frequency
Target: <2% AI-ism adverbs (58 tracked)
wordCount
1555
totalAiIsmAdverbs
2
found
0
adverb
"softly"
count
1
1
adverb
"quickly"
count
1
highlights
0
"softly"
1
"quickly"
100.00%
AI-ism character names
Target: 0 AI-default names (16 tracked, −20% each)
codexExemptions
0
"Blackwood"
found
(empty)
100.00%
AI-ism location names
Target: 0 AI-default location names (33 tracked, −20% each)
codexExemptions
(empty)
found
(empty)
64.63%
AI-ism word frequency
Target: <2% AI-ism words (290 tracked)
wordCount
1555
totalAiIsms
11
found
0
word
"familiar"
count
2
1
word
"crystal"
count
1
2
word
"silence"
count
1
3
word
"weight"
count
2
4
word
"flicker"
count
1
5
word
"traced"
count
1
6
word
"raced"
count
1
7
word
"unspoken"
count
1
8
word
"scanning"
count
1
highlights
0
"familiar"
1
"crystal"
2
"silence"
3
"weight"
4
"flicker"
5
"traced"
6
"raced"
7
"unspoken"
8
"scanning"
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
145
matches
(empty)
100.00%
Filter word density
Target: ≤3% sentences with filter/hedge words
filterCount
0
hedgeCount
0
narrationSentences
145
filterMatches
(empty)
hedgeMatches
(empty)
100.00%
Gibberish response detection
Target: ≤1% gibberish-like sentences (hard fail if a sentence exceeds 800 words)
analyzedSentences
209
gibberishSentences
0
adjustedGibberishSentences
0
longSentenceCount
0
runOnParagraphCount
0
giantParagraphCount
0
wordSaladCount
0
repetitionLoopCount
0
controlTokenCount
0
repeatedSegmentCount
0
maxSentenceWordsSeen
37
ratio
0
matches
(empty)
100.00%
Markdown formatting overuse
Target: ≤5% words in markdown formatting
markdownSpans
0
markdownWords
0
totalWords
1555
ratio
0
matches
(empty)
100.00%
Missing dialogue indicators (quotation marks)
Target: ≤10% speech attributions without quotation marks
totalAttributions
22
unquotedAttributions
0
matches
(empty)
0.00%
Name drop frequency
Target: ≤1.0 per-name mentions per 100 words
totalMentions
108
wordCount
1071
uniqueNames
17
maxNameDensity
4.39
worstName
"Eva"
maxWindowNameDensity
8
worstWindowName
"Eva"
discoveredNames
French
1
Eva
47
Irish
1
Leaving
1
Cert
1
London
2
Evan
2
Liquid
1
Silas
11
Rory
33
Camden
1
Brendan
1
Carter
1
Cardiff
2
Nest
1
Wales
1
Soho
1
persons
0
"Eva"
1
"Leaving"
2
"Evan"
3
"Liquid"
4
"Silas"
5
"Rory"
6
"Brendan"
7
"Carter"
places
0
"Irish"
1
"London"
2
"Camden"
3
"Cardiff"
4
"Wales"
5
"Soho"
globalScore
0
windowScore
0
100.00%
Narrator intent-glossing
Target: ≤2% narration sentences with intent-glossing patterns
analyzedSentences
73
glossingSentenceCount
1
matches
0
"looked like old wounds"
100.00%
"Not X but Y" pattern overuse
Target: ≤1 "not X but Y" per 1000 words
totalMatches
0
per1kWords
0
wordCount
1555
matches
(empty)
100.00%
Overuse of "that" (subordinate clause padding)
Target: ≤2% sentences with "that" clauses
thatCount
0
totalSentences
209
matches
(empty)
100.00%
Paragraph length variance
Target: CV ≥0.5 for paragraph word counts
totalParagraphs
118
mean
13.18
std
11.76
cv
0.892
sampleLengths
0
13
1
7
2
2
3
39
4
21
5
3
6
47
7
2
8
1
9
39
10
12
11
49
12
5
13
2
14
3
15
29
16
3
17
4
18
18
19
8
20
17
21
9
22
5
23
2
24
31
25
4
26
12
27
1
28
10
29
8
30
11
31
46
32
5
33
3
34
1
35
2
36
10
37
24
38
1
39
13
40
12
41
6
42
4
43
38
44
6
45
38
46
10
47
3
48
3
49
34
100.00%
Passive voice overuse
Target: ≤2% passive sentences
passiveCount
2
totalSentences
145
matches
0
"was gone"
1
"was rolled"
100.00%
Past progressive (was/were + -ing) overuse
Target: ≤2% past progressive verbs
pastProgressiveCount
0
totalVerbs
212
matches
(empty)
100.00%
Em-dash & semicolon overuse
Target: ≤2% sentences with em-dashes/semicolons
emDashCount
0
semicolonCount
0
flaggedSentences
0
totalSentences
209
ratio
0
matches
(empty)
82.00%
Purple prose (modifier overload)
Target: <4% adverbs, <2% -ly adverbs, no adj stacking
wordCount
760
adjectiveStacks
3
stackExamples
0
"small crescent-shaped scar"
1
"old rectangular green French"
2
"neat trimmed grey-streaked auburn"
adverbCount
15
adverbRatio
0.019736842105263157
lyAdverbCount
2
lyAdverbRatio
0.002631578947368421
100.00%
Repeated phrase echo
Target: ≤20% sentences with echoes (window: 2)
totalSentences
209
echoCount
0
echoWords
(empty)
100.00%
Sentence length variance
Target: CV ≥0.4 for sentence word counts
totalSentences
209
mean
7.44
std
5.49
cv
0.737
sampleLengths
0
13
1
7
2
2
3
35
4
4
5
8
6
13
7
3
8
6
9
22
10
19
11
2
12
1
13
7
14
17
15
15
16
6
17
6
18
7
19
8
20
20
21
14
22
5
23
2
24
3
25
9
26
15
27
5
28
3
29
4
30
5
31
7
32
6
33
5
34
3
35
9
36
2
37
6
38
5
39
4
40
5
41
2
42
19
43
12
44
4
45
7
46
5
47
1
48
7
49
3
44.74%
Sentence opener variety
Target: ≥60% unique sentence openers
consecutiveRepeats
11
diversityRatio
0.24880382775119617
totalSentences
209
uniqueOpeners
52
0.00%
Adverb-first sentence starts
Target: ≥3% sentences starting with an adverb
adverbCount
0
totalSentences
121
matches
(empty)
ratio
0
100.00%
Pronoun-first sentence starts
Target: ≤30% sentences starting with a pronoun
pronounCount
20
totalSentences
121
matches
0
"She unclipped her lanyard and"
1
"He slid a neat glass"
2
"Her left sleeve was rolled"
3
"She wore a thin silver"
4
"She smiled, small and quick."
5
"He had not moved."
6
"She looked at Rory"
7
"It held the weight of"
8
"She’d talked about Brendan Carter’s"
9
"She looked at the hidden"
10
"He limped to the bookshelf"
11
"She looked at Rory"
12
"She pulled a creased photograph"
13
"It showed two girls on"
14
"She looked younger, softer."
15
"He said nothing."
16
"She looked at Silas."
17
"She had run to London"
18
"Her hand dropped to the"
19
"He smiled, thin and professional."
ratio
0.165
0.00%
Subject-first sentence starts
Target: ≤72% sentences starting with a subject
subjectCount
120
totalSentences
121
matches
0
"Rory slammed the delivery bag"
1
"Silas lifted his glass without"
2
"She unclipped her lanyard and"
3
"He slid a neat glass"
4
"The silver signet ring on"
5
"Rory glanced at the second"
6
"A woman sat there with"
7
"The neat little old rectangular"
8
"The name surfaced before the"
9
"Cardiff summers, cheap lager in"
10
"Eva had pulled her onto"
11
"Eva’s eyes were bright blue"
12
"The rest of her was"
13
"The straight shoulder-length black hair"
14
"Her left sleeve was rolled"
15
"She wore a thin silver"
16
"She smiled, small and quick."
17
"The words sat between them"
18
"Rory felt the familiar coolness"
19
"Eva laughed, a short sound."
ratio
0.992
0.00%
Subordinate conjunction sentence starts
Target: ≥2% sentences starting with a subordinating conjunction
subConjCount
0
totalSentences
121
matches
(empty)
ratio
0
99.57%
Technical jargon density
Target: ≤6% sentences with technical-jargon patterns
analyzedSentences
33
technicalSentenceCount
2
matches
0
"The cool-headed intelligence that had once made Eva the one who planned their escapes from boarding school now looked sharpened to a point."
1
"Rory had prepared for accusations, for anger, for the old friendship that had curdled into resentment."
100.00%
Useless dialogue additions
Target: ≤5% dialogue tags with trailing filler fragments
totalTags
33
uselessAdditionCount
0
matches
(empty)
100.00%
Dialogue tag variety (said vs. fancy)
Target: ≤10% fancy dialogue tags
totalTags
16
fancyCount
2
fancyTags
0
"she murmured (murmur)"
1
"she whispered (whisper)"
dialogueSentences
98
tagDensity
0.163
leniency
0.327
rawRatio
0.125
effectiveRatio
0.041
82.8168%