NC Bench
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Run: 2026-02-25-01KJ94VDP6Z7HBQ239Z2C28YKJ
Run Details
Model:
Gemini 3 Flash (Preview, Reasoning)
Test:
Bad Writing Habits
Scenario:
Literary fiction: old friends reunite
Duration:
26.5s
Cost:
$0.012316
Provider:
Google AI Studio
Evaluation summary
Score
Evaluator
Details Link
100.00%
Adverbs in dialogue tags
(details)
93.94%
AI-ism adverb frequency
(details)
100.00%
AI-ism character names
(details)
100.00%
AI-ism location names
(details)
45.49%
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)
83.33%
Name drop frequency
(details)
82.43%
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)
53.69%
Sentence opener variety
(details)
0.00%
Adverb-first sentence starts
(details)
78.82%
Pronoun-first sentence starts
(details)
7.06%
Subject-first sentence starts
(details)
0.00%
Subordinate conjunction sentence starts
(details)
100.00%
Technical jargon density
(details)
0.00%
Useless dialogue additions
(details)
44.74%
Dialogue tag variety (said vs. fancy)
(details)
79.6501%
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
The heavy glass tumbler shattered
against the floorboards, spraying amber liquid and jagged shards across the scuffed wood. "Watch it, mate,"
Silas barked, his voice a
low rumble that cut through the low-level hum of the bar.
Aurora didn't wait for the
drunk to apologise. She dropped to a crouch, her black hair swinging forward to shroud her face as she gathered the larger pieces of glass. The man mumbled something incoherent, his boots clicking rhythmically against the floor as he stumbled back toward the neon-bathed Soho street outside. "Leave it, Rory,"
Silas said, leaning his weight
onto his good leg. "I've got the mop." "It's fine, Si. Just a bit of Jameson and a bruised ego."
She stood, dumping the remnants
into a metal bin behind the bar.
The Raven's Nest smelled of
old cedar, spilled stout, and the faint, biting scent of the peppermint tea Silas drank when his knee played up. High on the walls, the yellowed edges of antique maritime maps curled under their frames, flanked by monochrome photographs of men in trench coats who
looked like they knew too many secrets
.
A distinctive green neon sign
hummed above the door, casting a sickly, emerald glow over the mahogany counter where a new patron had just sat down.
Aurora wiped her hands on
her apron, her bright blue eyes
scanning
the newcomer.
He wore a sharp, charcoal
wool coat that looked too expensive for a Tuesday night in this corner of London.
He didn't look up from
the menu. "Give me a Guinness,"
the man said
.
The voice hit Aurora like
a physical blow. It was a Cardiff accent, thick and melodic, but carried a jagged edge she hadn't heard in five years.
She froze, her thumb tracing
the crescent-shaped scar on her left wrist. "Coming up,"
Silas replied, his hazel eyes
flickering toward Aurora.
He noticed the tension in
her shoulders immediately. He always did.
Aurora turned slowly, reaching for
a clean glass. She focused on the task, the tilt of the tap, the slow build of the creamy head.
She set the pint down
in front of the man. "Anything else?" The man looked up.
His face was leaner than
she remembered, the boyish softness replaced by a hollowing under the cheekbones and a thin, white line of a scar through his left
eyebrow
. "Laila?" Caleb breathed the name, his hand stopping halfway to his glass. "It’s Aurora now. Or Rory. And you shouldn't be here, Caleb." "I thought it was you. I saw the black hair from across the street. I thought I was seeing a ghost." "A ghost is exactly what I intended to be." Silas moved to the end of the bar, pretending to polish a copper cocktail shaker, but his gaze remained fixed on the silver signet ring on his right hand, reflecting the green neon. He was a silent
sentinel
, positioned exactly where he could vault the counter if the conversation turned sour. Caleb took a long pull of his drink, his eyes never leaving her face. He looked tired. Not the tired of a long day, but the exhausting, heavy-set fatigue of someone who had spent years carrying a
weight
that didn't belong to them. "Your dad’s still asking after you,"
Caleb said, his voice dropping an octave
. "Brendan’s not the same. He sits in that big house in Pontcanna and just... waits. Your mum, she stopped teaching." "Don't do that. Don't bring them in here." "You just vanished. One night you're at the pub with us, the next, Evan’s calling me crying because the flat's empty and your phone’s dead." Aurora’s grip tightened on the edge of the bar until her
knuckles turned white
. "Evan wasn't crying because he missed me, Caleb. He was crying because he lost his favourite punching bag." Caleb flinched, the ice in his glass rattling as he set it down. He looked at her wrist, then back at her eyes. "We didn't know. We thought it was just... you know how he gets. A bit loud. A bit much. But we didn't know he was actually—" "You didn't want to know. It was easier to think I was the difficult one. The barrister's daughter who didn't know how to handle a real man." The air in The Raven’s Nest felt thick, like the moments before a thunderstorm. A group of students in the corner laughed loudly at a private joke, the sound jarring against the cold
silence
at the bar. Aurora felt the
familiar
itch to run, the phantom sensation of a suitcase handle digging into her palm. "I’m different now," Caleb said, reaching out a hand as if to touch her arm. Aurora stepped back instantly. "I left Cardiff too. I’m in Bristol now. Doing architectural salvage. I’m not the same person who let him talk to you like that." "Everyone says they're different, Caleb. Time passes, we get more grey hair, and we think that means we've grown. But you're still looking for the girl who needed saving. She died in a coach station in the middle of the night five years ago." "I just wanted to say I'm sorry. I saw you through the window and I thought... maybe I could make it right." "You want to make it right? Finish your drink and forget you saw me. If you tell anyone where I am, especially him, I won’t just move. I’ll make sure you regret finding me." Silas stepped closer, the slight limp in his left leg audible on the floorboards.
He placed a hand on
the counter, the silver ring
glinting
. "Everything alright here, Rory?" "Fine, Silas. An old acquaintance was just leaving." Caleb looked at the older man, taking in the grey-streaked auburn hair and the quiet authority that radiated from him.
He saw the way Silas
stood, the posture of a man who had seen things far worse than a domestic dispute in a Welsh suburb. Caleb looked back at Aurora,
really
looking at her this time.
He saw the hardness in
her jaw, the way she didn't blink, the way she stood like a soldier instead of a frightened girl. "He's still looking for you, you know," Caleb whispered, leaning in. "Evan. He never stopped. He thinks you're with Eva. He’s been harrassing her for months." Aurora felt a cold shiver crawl
down her spine
. Eva.
She hadn't spoken to Eva
in weeks, trying to keep the distance absolute for both their sakes. "What did he do to her?" "Nothing yet. But he’s got people. People who aren't like us. Bad people, Rory. He’s got money now. Something about a land deal in the Valleys that went sour for everyone but him." "If he touches her—" "He already has her address. He found the flat in Bermondsey." Aurora’s heart hammered against her ribs, a frantic, trapped bird.
She looked at Silas, her
cool-headed composure finally beginning to fray at the edges. Silas nodded once, a sharp, decisive movement.
He reached under the bar
and pulled out a small, black leather notebook and a heavy iron key. "Check the back,"
Silas said, his voice flat and professional
. "Now." Aurora didn't hesitate. She vaulted the end of the bar, her movements fluid and practiced. She ignored Caleb's stunned expression as she
raced
toward the back of the room, past the peeling maps and the shadows. She reached the bookshelf, her fingers finding the spine of a worn copy of *
The Art of War
*. She pulled it toward her, and the entire unit groaned open, revealing the hidden, windowless room behind. The room smelled of gun oil and old paper. On the small desk sat a bank of monitors connected to the bar's discreet security cameras. Aurora leaned over the screens, her breath hitching. She
flicked
through the feeds. The front entrance. The side alley. The street corner near the Golden Empress where she made her deliveries. On the camera overlooking the alleyway behind The Raven's Nest, a black SUV with tinted windows sat idling. Two men in dark Harrington jackets stood by the brick wall, their faces obscured by the shadows of the overhang. One of them held a mobile phone to his ear, his gaze fixed on the back door of the bar. He looked up at the camera, and for a split second, Aurora saw a flash of a
familiar
, cruel smile. The back door rattled. Someone
was testing
the lock, the heavy metal bolt straining against the frame. Aurora lunged for the intercom button, her voice a sharp hiss. "Silas! The back door. They’re here." In the main bar, the front door swung open with a violent crash, the green neon light flickering and dying as the glass tubing
shattered
. Three men stepped into the dim light of the pub, their silhouettes long and menacing against the Soho pavement. Caleb stood up, his chair clattering to the floor. "Wait, I didn't tell them—I swear I didn't—" The lead man didn't look at Caleb. He didn't even look at Silas. He looked straight at the bookshelf at the back of the room, his eyes fixed on the sliver of light where the secret door hadn't
quite closed
. "Found you, Laila,"
the man shouted, his voice echoing through the hollow space of the bar
. Silas didn't reach for a weapon. He didn't move from behind the mahogany counter. He simply tapped his signet ring twice on the wood, and the sound of six heavy bolts sliding into place
echoed
through the building, locking every exit and entrance simultaneously. "Nobody's going anywhere," Silas said, and he reached under the bar for something much louder than a mop. The man in the Harrington jacket pulled a crowbar from his sleeve and smashed the nearest photograph, the glass raining down on a bowl of peanuts. "Open the door, or we burn the place down with you in it."
created_at
"2026-02-25T00:58:12.563Z"
2/25/2026, 12:58:12 AM
model
"google/gemini-3-flash-preview-20251217"
app_id
182717
external_user
(null)
streamed
true
cancelled
false
latency
2220
moderation_latency
(null)
generation_time
26479
tokens_prompt
4618
tokens_completion
2867
native_tokens_prompt
4497
native_tokens_completion
3356
native_tokens_completion_images
0
native_tokens_reasoning
1145
native_tokens_cached
0
num_media_prompt
(null)
num_input_audio_prompt
(null)
num_media_completion
0
num_search_results
(null)
origin
"https://ncbench.com/"
is_byok
false
finish_reason
"stop"
native_finish_reason
"STOP"
usage
0.0123165
router
(null)
provider_responses
0
endpoint_id
"6e82f652-2693-4b60-bbe0-7362d6e345f0"
is_byok
false
latency
2220
model_permaslug
"google/gemini-3-flash-preview-20251217"
provider_name
"Google AI Studio"
status
200
api_type
"completions"
id
"gen-1771981092-HAF1pQI4M0Ajdgi6bBjj"
upstream_id
(null)
total_cost
0.0123165
cache_discount
(null)
upstream_inference_cost
0
provider_name
"Google AI Studio"
Evaluation details
Result
Evaluator
Details
Meta Data
100.00%
Adverbs in dialogue tags
Target: ≤10% dialogue tags with adverbs
totalTags
11
adverbTagCount
0
adverbTags
(empty)
dialogueSentences
38
tagDensity
0.289
leniency
0.579
rawRatio
0
effectiveRatio
0
93.94%
AI-ism adverb frequency
Target: <2% AI-ism adverbs (58 tracked)
wordCount
1651
totalAiIsmAdverbs
2
found
0
adverb
"slowly"
count
1
1
adverb
"really"
count
1
highlights
0
"slowly"
1
"really"
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)
45.49%
AI-ism word frequency
Target: <2% AI-ism words (290 tracked)
wordCount
1651
totalAiIsms
18
found
0
word
"shattered"
count
2
1
word
"weight"
count
2
2
word
"scanning"
count
1
3
word
"tracing"
count
1
4
word
"tension"
count
1
5
word
"eyebrow"
count
1
6
word
"sentinel"
count
1
7
word
"silence"
count
1
8
word
"familiar"
count
2
9
word
"glinting"
count
1
10
word
"down her spine"
count
1
11
word
"raced"
count
1
12
word
"flicked"
count
1
13
word
"echoing"
count
1
14
word
"echoed"
count
1
highlights
0
"shattered"
1
"weight"
2
"scanning"
3
"tracing"
4
"tension"
5
"eyebrow"
6
"sentinel"
7
"silence"
8
"familiar"
9
"glinting"
10
"down her spine"
11
"raced"
12
"flicked"
13
"echoing"
14
"echoed"
100.00%
Cliché density
Target: ≤1 cliche(s) per 800-word window
totalCliches
1
maxInWindow
1
found
0
label
"knuckles turned white"
count
1
highlights
0
"knuckles turned white"
100.00%
Emotion telling (show vs. tell)
Target: ≤3% sentences with emotion telling
emotionTells
0
narrationSentences
86
matches
(empty)
100.00%
Filter word density
Target: ≤3% sentences with filter/hedge words
filterCount
0
hedgeCount
0
narrationSentences
86
filterMatches
(empty)
hedgeMatches
(empty)
100.00%
Gibberish response detection
Target: ≤1% gibberish-like sentences (hard fail if a sentence exceeds 800 words)
analyzedSentences
113
gibberishSentences
0
adjustedGibberishSentences
0
longSentenceCount
0
runOnParagraphCount
0
giantParagraphCount
0
wordSaladCount
0
repetitionLoopCount
0
controlTokenCount
0
maxSentenceWordsSeen
44
ratio
0
matches
(empty)
100.00%
Markdown formatting overuse
Target: ≤5% words in markdown formatting
markdownSpans
1
markdownWords
4
totalWords
1650
ratio
0.002
matches
0
"The Art of War"
100.00%
Missing dialogue indicators (quotation marks)
Target: ≤10% speech attributions without quotation marks
totalAttributions
15
unquotedAttributions
0
matches
(empty)
83.33%
Name drop frequency
Target: ≤1.0 per-name mentions per 100 words
totalMentions
58
wordCount
1196
uniqueNames
15
maxNameDensity
1.25
worstName
"Aurora"
maxWindowNameDensity
2.5
worstWindowName
"Aurora"
discoveredNames
Aurora
15
Soho
2
Raven
3
Nest
3
Silas
13
Tuesday
1
London
1
Cardiff
1
Welsh
1
Eva
2
Caleb
11
Art
1
Golden
1
Empress
1
Harrington
2
persons
0
"Aurora"
1
"Raven"
2
"Nest"
3
"Silas"
4
"Eva"
5
"Caleb"
places
0
"Soho"
1
"London"
2
"Cardiff"
3
"Welsh"
4
"Golden"
5
"Harrington"
globalScore
0.873
windowScore
0.833
82.43%
Narrator intent-glossing
Target: ≤2% narration sentences with intent-glossing patterns
analyzedSentences
74
glossingSentenceCount
2
matches
0
"looked like they knew too many secrets"
1
"quite closed"
100.00%
"Not X but Y" pattern overuse
Target: ≤1 "not X but Y" per 1000 words
totalMatches
1
per1kWords
0.606
wordCount
1650
matches
0
"Not the tired of a long day, but the exhausting, heavy-set fatigue of someone who had spent y"
100.00%
Overuse of "that" (subordinate clause padding)
Target: ≤2% sentences with "that" clauses
thatCount
0
totalSentences
113
matches
(empty)
100.00%
Paragraph length variance
Target: CV ≥0.5 for paragraph word counts
totalParagraphs
60
mean
27.5
std
19.01
cv
0.691
sampleLengths
0
18
1
19
2
52
3
16
4
12
5
95
6
41
7
7
8
39
9
21
10
35
11
2
12
33
13
12
14
11
15
21
16
9
17
51
18
43
19
33
20
8
21
25
22
14
23
18
24
23
25
26
26
27
27
55
28
43
29
44
30
22
31
34
32
25
33
4
34
8
35
80
36
26
37
27
38
6
39
33
40
4
41
11
42
49
43
11
44
71
45
25
46
31
47
58
48
20
49
17
100.00%
Passive voice overuse
Target: ≤2% passive sentences
passiveCount
0
totalSentences
86
matches
(empty)
100.00%
Past progressive (was/were + -ing) overuse
Target: ≤2% past progressive verbs
pastProgressiveCount
1
totalVerbs
179
matches
0
"was testing"
100.00%
Em-dash & semicolon overuse
Target: ≤2% sentences with em-dashes/semicolons
emDashCount
0
semicolonCount
0
flaggedSentences
0
totalSentences
113
ratio
0
matches
(empty)
100.00%
Purple prose (modifier overload)
Target: <4% adverbs, <2% -ly adverbs, no adj stacking
wordCount
1202
adjectiveStacks
0
stackExamples
(empty)
adverbCount
27
adverbRatio
0.022462562396006656
lyAdverbCount
11
lyAdverbRatio
0.009151414309484194
100.00%
Repeated phrase echo
Target: ≤20% sentences with echoes (window: 2)
totalSentences
113
echoCount
0
echoWords
(empty)
100.00%
Sentence length variance
Target: CV ≥0.4 for sentence word counts
totalSentences
113
mean
14.6
std
8.43
cv
0.577
sampleLengths
0
18
1
19
2
8
3
22
4
22
5
12
6
4
7
12
8
12
9
25
10
32
11
26
12
14
13
20
14
7
15
7
16
8
17
19
18
12
19
10
20
8
21
3
22
8
23
17
24
10
25
2
26
4
27
29
28
12
29
11
30
21
31
9
32
33
33
18
34
14
35
3
36
26
37
13
38
20
39
8
40
25
41
14
42
18
43
13
44
10
45
26
46
27
47
14
48
23
49
18
53.69%
Sentence opener variety
Target: ≥60% unique sentence openers
consecutiveRepeats
11
diversityRatio
0.3805309734513274
totalSentences
113
uniqueOpeners
43
0.00%
Adverb-first sentence starts
Target: ≥3% sentences starting with an adverb
adverbCount
0
totalSentences
85
matches
(empty)
ratio
0
78.82%
Pronoun-first sentence starts
Target: ≤30% sentences starting with a pronoun
pronounCount
30
totalSentences
85
matches
0
"She dropped to a crouch,"
1
"She stood, dumping the remnants"
2
"He wore a sharp, charcoal"
3
"He didn't look up from"
4
"It was a Cardiff accent,"
5
"She froze, her thumb tracing"
6
"He noticed the tension in"
7
"He always did."
8
"She focused on the task,"
9
"She set the pint down"
10
"His face was leaner than"
11
"He was a silent sentinel,"
12
"He looked tired."
13
"He looked at her wrist,"
14
"He placed a hand on"
15
"He saw the way Silas"
16
"He saw the hardness in"
17
"She hadn't spoken to Eva"
18
"She looked at Silas, her"
19
"He reached under the bar"
ratio
0.353
7.06%
Subject-first sentence starts
Target: ≤72% sentences starting with a subject
subjectCount
77
totalSentences
85
matches
0
"The heavy glass tumbler shattered"
1
"Silas barked, his voice a"
2
"Aurora didn't wait for the"
3
"She dropped to a crouch,"
4
"The man mumbled something incoherent,"
5
"Silas said, leaning his weight"
6
"She stood, dumping the remnants"
7
"The Raven's Nest smelled of"
8
"A distinctive green neon sign"
9
"Aurora wiped her hands on"
10
"He wore a sharp, charcoal"
11
"He didn't look up from"
12
"the man said"
13
"The voice hit Aurora like"
14
"It was a Cardiff accent,"
15
"She froze, her thumb tracing"
16
"Silas replied, his hazel eyes"
17
"He noticed the tension in"
18
"He always did."
19
"Aurora turned slowly, reaching for"
ratio
0.906
0.00%
Subordinate conjunction sentence starts
Target: ≥2% sentences starting with a subordinating conjunction
subConjCount
0
totalSentences
85
matches
(empty)
ratio
0
100.00%
Technical jargon density
Target: ≤6% sentences with technical-jargon patterns
analyzedSentences
51
technicalSentenceCount
2
matches
0
"Not the tired of a long day, but the exhausting, heavy-set fatigue of someone who had spent years carrying a weight that didn't belong to them."
1
"Caleb looked at the older man, taking in the grey-streaked auburn hair and the quiet authority that radiated from him."
0.00%
Useless dialogue additions
Target: ≤5% dialogue tags with trailing filler fragments
totalTags
11
uselessAdditionCount
5
matches
0
"Silas replied, his hazel eyes flickering toward Aurora"
1
"Caleb breathed, his hand stopping halfway to his glass"
2
"Caleb said, his voice dropping an octave"
3
"Silas said, his voice flat and professional"
4
"the man shouted, his voice echoing through the hollow space of the bar"
44.74%
Dialogue tag variety (said vs. fancy)
Target: ≤10% fancy dialogue tags
totalTags
11
fancyCount
4
fancyTags
0
"Silas barked (bark)"
1
"Caleb breathed (breathe)"
2
"Caleb whispered (whisper)"
3
"the man shouted (shout)"
dialogueSentences
38
tagDensity
0.289
leniency
0.579
rawRatio
0.364
effectiveRatio
0.211
79.6501%