NC Bench
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Run: 2026-09-02-01M1HHE221Z1WVQ963HTM3EV6W
Run Details
Model:
Gemini 3.8 Flash (Reasoning, Medium)
Test:
Bad Writing Habits
Scenario:
Literary fiction: old friends reunite
Duration:
22.4s
Cost:
$0.019460
Provider:
Google AI Studio
Evaluation summary
Score
Evaluator
Details Link
100.00%
Adverbs in dialogue tags
(details)
96.55%
AI-ism adverb frequency
(details)
100.00%
AI-ism character names
(details)
100.00%
AI-ism location names
(details)
68.94%
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)
33.33%
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)
57.14%
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)
100.00%
Technical jargon density
(details)
93.75%
Useless dialogue additions
(details)
100.00%
Dialogue tag variety (said vs. fancy)
(details)
84.3907%
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 heavy crystal
tumbler two inches above the floorboards before the dregs of dry cider could splatter her boots.
She shoved the rowdy regular
back against the brass footrail. At the far end of the bar, Silas cleared his throat.
His silver signet ring rapped
twice on the mahogany counter, a sharp wooden clack that commanded total
silence
. The regular muttered an apology, zipped his damp jacket, and shuffled out into the rain.
The door had not swung
shut before another figure pushed past the green neon reflection on the threshold.
Rory tossed her bar towel
into the copper sink and reached for a clean highball glass.
The newcomer stopped three paces
inside, water dripping from the hem of a sleek long black Italian wool coat.
He did not look at
the vintage nautical maps lining the walls, nor at the framed black-and-white portraits of dead boxers. He looked directly at her. "Rory?"
The glass in her grip
stopped rotating.
She knew that voice, though
its sharp Welsh
lilt
had
been filed
down to flat corporate English. "Table or stool?" "Rory. Good God. It is you."
Julian Price had abandoned his
frayed corduroy jackets and ink-stained knuckles somewhere between Cardiff and London.
The man standing by the
coat rack possessed an immaculate haircut, manicured nails, and a jawline carved clean by expensive dental work. Yet his hazel eyes carried a twitchy fatigue, darting to the floor and back to her face. "Cellar draught sits right by the entrance," she said. "Sit down or close the door."
Julian pulled out the stool
directly opposite her station.
He settled his elbows on
the polished mahogany, folded his hands, and inspected her.
His gaze tracked the roll
of her dark sleeves, stopping on the small crescent-shaped scar white against her left wrist. "Single malt," he said. "Whatever is decent."
Silas emerged from the back
store cupboard, carrying a wooden crate of gin bottles.
His left leg dragged in
that
familiar
,
rhythmic
limp, the heels of his boots keeping a steady tick-tock against the planks.
He set the crate down
without a sound and cast a slow, assessing
look
over Julian's tailored shoulders before catching Rory's eye.
Rory gave a single, tight
nod. Silas stepped into the back room, leaving the door
slightly
ajar. Rory reached for the Laphroaig, pulled the stopper, and poured two fingers into a tumbler.
She set the drink down
without a coaster. "Twelve pounds fifty." Julian placed a crisp twenty-pound note on the timber.
He did not ask for
change. "Three years," he said. "Three years and two months." "Your father thought you were in Bristol. Then Edinburgh. He spent eight months harassing the admissions office at every law faculty in the United Kingdom." "My father enjoys administrative disputes." "He had a stroke last winter, Rory." Rory’s hand remained flat against the bar top, right beside the note. The skin around her knuckles tightened, but she kept her voice dead level. "Brendan Carter survives out of sheer spite. He will bury both of us." Julian picked up the glass, swirled the peat-heavy liquor, and took a
measured
swallow. A slight wince broke through his polished composure. "Still drinking battery acid, I see." "You used to drink warm cider out of plastic flagons behind the student union." "I was nineteen. We grow up." "You grew expensive." "Someone had to."
He leaned forward, resting his
forearms on the zinc drip tray. "When you vanished from Cathays, you took half the department's reputation with you. You were the top student in our year. Brendan had your pupilage lined up with the senior partners at Temple Chambers." "Brendan had a lot of ideas about my life." "He was proud of you." "He was proud of his own reflection in my CV." Rory picked up an empty pint glass and began wiping it down with a fresh cloth. "You did not walk into a back-alley pub in Soho for a reunion toast, Julian. How did you get this address?" "I work for Prescott and Hall now." The cloth in Rory's hands stilled. Prescott and Hall handled high-net-worth divorces, hush-money nondisclosure agreements, and private settlements for wealthy families with violent sons. "Evan's father sits on the board," she said. Julian stared into his whisky. The faint clatter of patrons murmuring in the corner booths filled the
silence
between them. Outside, the green neon sign buzzed, casting long emerald spears through the fog on the window. "He made senior partner last autumn," Julian said. "He brought me into the litigation team. It was twenty thousand more than legal aid. I bought a flat in Richmond. I have a car that starts in winter." "Congratulations. You sold out to pay for underground parking." "You ran away to scrub beer mats in a dive!" Julian snapped, his voice rising enough to draw an idle glance from an elderly man three tables back. Julian caught himself, smoothed the lapel of his overcoat, and dropped his tone. "Look at yourself, Rory. Black hair, cheap plimsolls, hiding under an alias. Eva told me you were dead." "Eva is a loyal friend." "Eva is terrified of Evan." Rory set the dry glass down on the shelf with a crisp click.
She leaned over the counter
until her face sat six inches from Julian's. The bright blue of her eyes fixed on his pupils, unblinking. "Evan broke three of my ribs on the kitchen lino because I burned a pot of leek soup, Julian. You sat on the sofa in the next room and turned the television volume up." Julian’s face went white. The expensive tan could not hide the sudden drain of blood beneath his skin.
He touched the edge of
his glass, his manicured fingers trembling. "I called the cab for you," he whispered. "After he fell asleep." "I gave you two hundred pounds from my savings account." "Guilt money." "It got you to Paddington." "And you stayed." Rory reached out, picked up the twenty-pound note from the bar, and slid it smoothly into the brass till. "You stayed, you took the internship his father offered, and now you wear five-hundred-pound shoes while you draft non-disclosure agreements for rapists and thugs." Julian swallowed.
His throat worked hard against
the starched collar of his shirt. "I came here to warn you." Rory paused, her hand hovering over the till’s drawer. "Warn me about what?" "Evan didn't accept the missing person report. He hired private investigators last month. Former Met detectives. They tracked the card you used to buy a bicycle helmet in Holborn." Cold dread gathered at the base of Rory's spine, sharp and heavy. She kept her face blank, her shoulders relaxed. "I don't own a bank card." "They pulled the CCTV footage from the shop, Rory. They matched the scar on your wrist." Julian reached inside his breast pocket.
He produced a folded slip
of heavy cream paper and pushed it across the timber. "Evan took the afternoon train from Cardiff. He has the registration for your food delivery moped. He knows the shift rotas at that Chinese restaurant around the corner." The back door behind the bar creaked open. Silas stood in the threshold, wiping his palms on a dark kitchen towel.
His hazel eyes swept from
the slip of paper to Julian’s shaking hands. "Trouble, Rory?"
Silas asked, his voice low and gravelly
. "Just old history, Silas." "Old history has a nasty habit of breaking furniture." Silas stepped behind the bar, his limp pronounced, and placed his right hand flat on the wood, the silver signet ring catching the dim yellow overhead light. He stared hard at Julian. "Drink's finished, son." Julian did not move.
He kept his eyes locked
on Rory, a desperate, pathetic plea bleeding through his corporate veneer. "Come back with me," Julian said. "We can settle it quietly. His father offered a payout. A settlement. If you sign the waiver, Evan will leave you alone. He just wants the charges dropped from the record before he takes
silk
." "There are no charges on record," Rory said quietly. "I never went to the police." "He thinks you did." Julian leaned in. "He thinks you kept copies of the medical scans from University Hospital." "I did keep them." Julian flinched. Outside the frosted window, tyres screeched against wet tarmac. A black saloon car mounted the curb, its high beams cutting through the green neon fog, blinding the interior of the pub in a sudden, violent wash of white light. The front door banged open against the wall. A tall, broad-shouldered man in a drenched leather jacket stood in the frame, brass knuckles
glinting
on his right fist. Silas reached smoothly beneath the counter.
created_at
"2026-09-02T17:07:28.97Z"
9/2/2026, 5:07:28 PM
model
"google/gemini-3.8-flash-20260902"
app_id
182717
external_user
(null)
streamed
true
cancelled
false
latency
3156
moderation_latency
(null)
generation_time
22337
tokens_prompt
4445
tokens_completion
3065
native_tokens_prompt
4497
native_tokens_completion
4290
native_tokens_completion_images
0
native_tokens_reasoning
2340
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
"default"
usage
0.01946025
router
(null)
user_agent
"langchainjs-openai/1.0.0 ((node/v24.19.0; linux; x64))"
http_referer
(null)
request_id
"req-1788368848-Xku4IoACAJzwgtuVhf0Z"
session_id
(null)
preset_id
(null)
api_type
"completions"
id
"gen-1788368848-UKAjntX5KpGrXGtu7Ujd"
upstream_id
"0VeYatqZAsfm_uMPxdOpoA0"
provider_responses
0
endpoint_id
"d376f781-516d-42f9-936d-46f19abca6cc"
id
"0VeYatqZAsfm_uMPxdOpoA0"
is_byok
false
latency
3155
model_permaslug
"google/gemini-3.8-flash-20260902"
provider_name
"Google AI Studio"
status
200
total_cost
0.01946025
cache_discount
(null)
upstream_inference_cost
0
provider_name
"Google AI Studio"
response_cache_source_id
(null)
data_region
"global"
workspace_id
"97e315e5-d303-487d-83c1-83180e8a13d4"
Evaluation details
Result
Evaluator
Details
Meta Data
100.00%
Adverbs in dialogue tags
Target: ≤10% dialogue tags with adverbs
totalTags
16
adverbTagCount
1
adverbTags
0
"Rory said quietly [quietly]"
dialogueSentences
58
tagDensity
0.276
leniency
0.552
rawRatio
0.063
effectiveRatio
0.034
96.55%
AI-ism adverb frequency
Target: <2% AI-ism adverbs (58 tracked)
wordCount
1449
totalAiIsmAdverbs
1
found
0
adverb
"slightly"
count
1
highlights
0
"slightly"
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)
68.94%
AI-ism word frequency
Target: <2% AI-ism words (290 tracked)
wordCount
1449
totalAiIsms
9
found
0
word
"crystal"
count
1
1
word
"silence"
count
2
2
word
"lilt"
count
1
3
word
"familiar"
count
1
4
word
"rhythmic"
count
1
5
word
"measured"
count
1
6
word
"silk"
count
1
7
word
"glinting"
count
1
highlights
0
"crystal"
1
"silence"
2
"lilt"
3
"familiar"
4
"rhythmic"
5
"measured"
6
"silk"
7
"glinting"
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
77
matches
(empty)
100.00%
Filter word density
Target: ≤3% sentences with filter/hedge words
filterCount
1
hedgeCount
0
narrationSentences
77
filterMatches
0
"look"
hedgeMatches
(empty)
100.00%
Gibberish response detection
Target: ≤1% gibberish-like sentences (hard fail if a sentence exceeds 800 words)
analyzedSentences
119
gibberishSentences
0
adjustedGibberishSentences
0
longSentenceCount
0
runOnParagraphCount
0
giantParagraphCount
0
wordSaladCount
0
repetitionLoopCount
0
controlTokenCount
0
repeatedSegmentCount
0
maxSentenceWordsSeen
36
ratio
0
matches
(empty)
100.00%
Markdown formatting overuse
Target: ≤5% words in markdown formatting
markdownSpans
0
markdownWords
0
totalWords
1449
ratio
0
matches
(empty)
100.00%
Missing dialogue indicators (quotation marks)
Target: ≤10% speech attributions without quotation marks
totalAttributions
11
unquotedAttributions
0
matches
(empty)
33.33%
Name drop frequency
Target: ≤1.0 per-name mentions per 100 words
totalMentions
48
wordCount
889
uniqueNames
11
maxNameDensity
2.14
worstName
"Julian"
maxWindowNameDensity
4
worstWindowName
"Julian"
discoveredNames
Silas
7
Italian
1
Welsh
1
English
1
Price
1
Cardiff
1
London
1
Julian
19
Rory
14
Laphroaig
1
Hall
1
persons
0
"Silas"
1
"Price"
2
"Julian"
3
"Rory"
4
"Laphroaig"
5
"Hall"
places
0
"Cardiff"
1
"London"
globalScore
0.431
windowScore
0.333
100.00%
Narrator intent-glossing
Target: ≤2% narration sentences with intent-glossing patterns
analyzedSentences
61
glossingSentenceCount
0
matches
(empty)
100.00%
"Not X but Y" pattern overuse
Target: ≤1 "not X but Y" per 1000 words
totalMatches
0
per1kWords
0
wordCount
1449
matches
(empty)
100.00%
Overuse of "that" (subordinate clause padding)
Target: ≤2% sentences with "that" clauses
thatCount
1
totalSentences
119
matches
0
"knew that voice"
100.00%
Paragraph length variance
Target: CV ≥0.5 for paragraph word counts
totalParagraphs
71
mean
20.41
std
18.17
cv
0.89
sampleLengths
0
21
1
54
2
18
3
61
4
1
5
24
6
3
7
6
8
55
9
15
10
43
11
7
12
74
13
23
14
3
15
15
16
4
17
5
18
25
19
5
20
7
21
25
22
13
23
22
24
6
25
14
26
6
27
3
28
48
29
9
30
5
31
47
32
7
33
24
34
8
35
36
36
37
37
9
38
59
39
5
40
5
41
37
42
34
43
29
44
8
45
4
46
10
47
2
48
5
49
46
100.00%
Passive voice overuse
Target: ≤2% passive sentences
passiveCount
1
totalSentences
77
matches
0
"been filed"
100.00%
Past progressive (was/were + -ing) overuse
Target: ≤2% past progressive verbs
pastProgressiveCount
0
totalVerbs
140
matches
(empty)
100.00%
Em-dash & semicolon overuse
Target: ≤2% sentences with em-dashes/semicolons
emDashCount
0
semicolonCount
0
flaggedSentences
0
totalSentences
119
ratio
0
matches
(empty)
82.00%
Purple prose (modifier overload)
Target: <4% adverbs, <2% -ly adverbs, no adj stacking
wordCount
901
adjectiveStacks
3
stackExamples
0
"sleek long black Italian"
1
"small crescent-shaped scar"
2
"tall, broad-shouldered man"
adverbCount
15
adverbRatio
0.016648168701442843
lyAdverbCount
8
lyAdverbRatio
0.008879023307436182
100.00%
Repeated phrase echo
Target: ≤20% sentences with echoes (window: 2)
totalSentences
119
echoCount
0
echoWords
(empty)
100.00%
Sentence length variance
Target: CV ≥0.4 for sentence word counts
totalSentences
119
mean
12.18
std
8.07
cv
0.663
sampleLengths
0
21
1
10
2
11
3
18
4
15
5
18
6
16
7
19
8
21
9
5
10
1
11
7
12
17
13
3
14
6
15
16
16
22
17
17
18
9
19
6
20
9
21
14
22
20
23
4
24
3
25
14
26
21
27
22
28
6
29
11
30
15
31
8
32
3
33
9
34
6
35
4
36
5
37
25
38
5
39
7
40
12
41
13
42
13
43
14
44
8
45
6
46
14
47
6
48
3
49
14
57.14%
Sentence opener variety
Target: ≥60% unique sentence openers
consecutiveRepeats
7
diversityRatio
0.37815126050420167
totalSentences
119
uniqueOpeners
45
0.00%
Adverb-first sentence starts
Target: ≥3% sentences starting with an adverb
adverbCount
0
totalSentences
68
matches
(empty)
ratio
0
100.00%
Pronoun-first sentence starts
Target: ≤30% sentences starting with a pronoun
pronounCount
20
totalSentences
68
matches
0
"She shoved the rowdy regular"
1
"His silver signet ring rapped"
2
"He did not look at"
3
"He looked directly at her."
4
"She knew that voice, though"
5
"He settled his elbows on"
6
"His gaze tracked the roll"
7
"His left leg dragged in"
8
"He set the crate down"
9
"She set the drink down"
10
"He did not ask for"
11
"He leaned forward, resting his"
12
"She leaned over the counter"
13
"He touched the edge of"
14
"His throat worked hard against"
15
"She kept her face blank,"
16
"He produced a folded slip"
17
"His hazel eyes swept from"
18
"He stared hard at Julian."
19
"He kept his eyes locked"
ratio
0.294
0.00%
Subject-first sentence starts
Target: ≤72% sentences starting with a subject
subjectCount
63
totalSentences
68
matches
0
"Rory caught the heavy crystal"
1
"She shoved the rowdy regular"
2
"His silver signet ring rapped"
3
"The regular muttered an apology,"
4
"The door had not swung"
5
"Rory tossed her bar towel"
6
"The newcomer stopped three paces"
7
"He did not look at"
8
"He looked directly at her."
9
"The glass in her grip"
10
"She knew that voice, though"
11
"Julian Price had abandoned his"
12
"The man standing by the"
13
"Julian pulled out the stool"
14
"He settled his elbows on"
15
"His gaze tracked the roll"
16
"Silas emerged from the back"
17
"His left leg dragged in"
18
"He set the crate down"
19
"Rory gave a single, tight"
ratio
0.926
0.00%
Subordinate conjunction sentence starts
Target: ≥2% sentences starting with a subordinating conjunction
subConjCount
0
totalSentences
68
matches
(empty)
ratio
0
100.00%
Technical jargon density
Target: ≤6% sentences with technical-jargon patterns
analyzedSentences
41
technicalSentenceCount
1
matches
0
"His silver signet ring rapped twice on the mahogany counter, a sharp wooden clack that commanded total silence."
93.75%
Useless dialogue additions
Target: ≤5% dialogue tags with trailing filler fragments
totalTags
16
uselessAdditionCount
1
matches
0
"Silas asked, his voice low and gravelly"
100.00%
Dialogue tag variety (said vs. fancy)
Target: ≤10% fancy dialogue tags
totalTags
10
fancyCount
2
fancyTags
0
"Julian snapped (snap)"
1
"he whispered (whisper)"
dialogueSentences
58
tagDensity
0.172
leniency
0.345
rawRatio
0.2
effectiveRatio
0.069
84.3907%