NC Bench
Overview
About
Tests
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Vendors
Run: 2026-02-19-01KHVP7VVG1V8FDDS537SKZPKT
Run Details
Model:
Gemini 3.1 Pro (Preview)
Test:
Bad Writing Habits
Scenario:
Romance: separated couple reunites
Duration:
2m 14s
Cost:
$0.127116
Provider:
Google AI Studio
Evaluation summary
Score
Evaluator
Details Link
100.00%
Adverbs in dialogue tags
(details)
89.82%
AI-ism adverb frequency
(details)
100.00%
AI-ism character names
(details)
100.00%
AI-ism location names
(details)
49.08%
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)
91.45%
Name drop frequency
(details)
76.47%
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)
48.39%
Sentence opener variety
(details)
0.00%
Adverb-first sentence starts
(details)
0.00%
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)
100.00%
Useless dialogue additions
(details)
93.82%
Dialogue tag variety (said vs. fancy)
(details)
81.0346%
Overall
Model input
System
You are an expert and award-winning novel writer in the dark Romance 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="4415" name="Lucien Moreau" aliases="Lucien, Luc, the Frenchman" pronouns="he/him" species="Half-Demon" storyRole="Ally"> <eyeColor>heterochromatic — one amber, one black</eyeColor> <hair>slicked-back platinum blond</hair> <height>5'11"</height> <age>32</age> <cane>ivory-handled cane that conceals a thin blade</cane> <dress>tailored charcoal suits</dress> <description>An impeccably dressed fixer and information broker in London's supernatural underworld. He speaks four languages fluently.</description> <backstory>Born in Marseille to a human mother and a demon father from the realm of Avaros.</backstory> </character> <location id="858" name="Eva's Flat" aliases="Eva's place, the flat on Brick Lane" realm="Earth"> <cat>tabby cat named Ptolemy</cat> <security>three deadbolts on the front door</security> <description>A cramped one-bedroom flat above a curry house on Brick Lane, East London. Every surface is covered with books, scrolls, and research notes.</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 romance genre. Two people who parted on complicated terms are forced together again when one shows up unannounced at the other's flat. There's history between them — attraction, hurt, and things left unsaid. Write the scene from the moment the door opens. 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
Three deadbolts snapped unlocked in rapid succession.
I yanked the heavy oak
door open, a half-formed curse dying on my tongue.
Lucien Moreau occupied the narrow
landing of Eva's flat.
He wore a tailored charcoal
suit, impeccably pressed despite the late hour. Flickering yellow light from the hallway bulb caught his slicked-back platinum blond hair.
His heterochromatic eyes, one glowing
amber and the other pitch black, pinned me in place. "Hello, Laila," he said. "Go to hell, Lucien." "Already have. It was crowded."
He stepped forward
. "You have exactly ten seconds to give me a reason not to shut this in your face." "Nine seconds is plenty. Let me in, Rory." "The timeline expired six months ago."
I shoved the heavy door
forward.
An ivory-handled cane intercepted the
frame.
The heavy silver cap gleamed
against the chipped paint.
The thin blade rested sheathed
inside, but its presence always lingered in the air between us. "My associates are less polite." His voice dropped an octave, smoothing into that dangerous French
lilt
. "And far less patient."
My thumb traced the small
crescent-shaped scar on my left wrist. A nervous tick. "Your associates can queue up." "They do not queue." He pushed the door open, forcing me to step back into the cramped entryway. "They break."
I let out a breath
and released the handle. Ptolemy, Eva's fat tabby cat, trotted out from the kitchen and weaved through Lucien's legs. Traitor. "Close it," I muttered.
Lucien shut the door behind
him and locked the three deadbolts.
Eva's one-bedroom flat above the
Brick Lane curry house smelled strongly of roasted cumin, stale tobacco, and old parchment. Books, scrolls, and haphazard research notes buried every flat surface.
I carefully navigated the treacherous
path through the living room.
Lucien followed, his cane tapping
a
rhythmic
sequence against the hardwood floor. "Cozy,"
Lucien remarked, flicking a microscopic
speck of lint from his lapel. "State your business." "I require a safe haven." "You own half the supernatural underworld in London. Stay in one of your penthouses." "They found Avaros."
I stopped next to the
kitchen island. Avaros. His demon father's realm. A
sanctuary
hidden from every hunter and rival syndicate in Europe. "My father's people discovered my terrestrial operation,"
he clarified, pointing his cane
toward a precarious tower of alchemy encyclopedias. "I warned you about trading demon names." "Calculated risks."
He walked over to the
counter and inspected a gorgeous tiny antique rectangular blue Chinese ceramic tea tin Eva bought at a market last summer. "Sometimes one must gamble to maintain order." "You miscalculated." "Hence my current presence."
He set the tin down
gently
. "You owe me, Carter." I barked a harsh laugh. "I owe you? You sold me out to the Lycan pack." "I arranged a strategic extraction." "I fell out of a third-story window." "You landed in a dumpster. It cushioned the fall." "It contained raw medical waste." "You survived." "No thanks to you." "I kept them distracted."
He moved closer
. The metallic tang of fresh blood cut through the heavy cumin scent. "I took a silver blade to the shoulder so you could escape." I stared at him. The ambient noise of the London streets faded, leaving only the steady tick-tock of the grandfather clock in the corner.
I noticed the dark stain
creeping across the
pristine
white fabric of his left shirtsleeve. "You are bleeding." "A minor disagreement in Soho." "Who won?" "The pavement." I walked to the sink, turned the cold tap, and soaked a clean dishtowel. I tossed it at his chest. He caught it with his left hand. "Press that to your shoulder." I pulled out a chair. "Sit down before you bleed out on Eva's rug. She will kill us both." Lucien lowered himself into the wooden chair with a suppressed grimace. He unbuttoned the top of his shirt. He exposed pale skin and a nasty diagonal slash across his collarbone. The edges of the wound burned with a faint, unnatural green residue. Poison. "Goblin iron," I observed. "An ambush in an alley near Leicester Square. Three of them." "Goblins rarely stray from the underground markets." "Someone paid them a hefty sum to make an exception." I grabbed the first aid kit Eva kept under the sink. I pulled out a bottle of sterile alcohol and some gauze. "This will sting." "I am
familiar
with pain." I pressed the soaked gauze against his wound. Lucien barely flinched. His jaw tightened, the muscles
clenching
in his neck. Proximity to him clouded my judgment. The
familiar
scent of his expensive Parisian cologne warred with the copper tang of blood. He watched my face intently, his amber eye tracking my every micro-expression. "You possess gentle hands, Carter. A sharp contrast to your tongue." "Occupational hazard. Delivery drivers treat a lot of scrapes." I tossed the bloody gauze into the bin and taped a fresh pad over the cut. I stepped back, severing the physical closeness before it compromised my sanity. I poured a generous measure of cheap Welsh whisky from a bottle above the fridge and slid the glass across the table. He downed it in one smooth motion. "I require your intellect, Rory." "Are you incapable of hiring a researcher?" "They require payment. You require answers regarding the Golden Empress." I crossed my arms. "Yu-Fei Cheung runs a restaurant. I deliver noodles. There is no mystery." "Yu-Fei Cheung runs the biggest blood-smuggling ring in East London. Golden Empress is a front." I glared at him. "And you want me to use my access." "Your delivery routes map directly onto the city's supernatural ley lines. You are a clever girl. Pre-Law at Cardiff University. Sharp. Logical. You see patterns others miss." "Brendan and Jennifer Carter's little barrister in training," I whispered bitterly. "I left that life behind with Evan. You know this." "You traded one abuser for an entire underworld of predators." Silence stretched between us again. The truth of his words
felt like swallowing broken glass
. I had fled Wales to escape a monster, only to dive headfirst into a secret world teeming with literal demons. Silas gave me a flat above his bar. Eva taught me the lore. Yu-Fei paid my bills. I built a fragile ecosystem, and Lucien wanted to drag a storm into it. "You left me in Marseille," I said, keeping my tone flat. "I created a necessary diversion." "You spent the night in my bed, whispered sweet promises in four different languages, and vanished before dawn. You left me holding the bag for a demon lord." "The demon lord possessed a short memory." "I spent three weeks dodging hellhounds across the French Riviera." "You developed excellent cardio." "I despise you." "You despise my methods." He reached out. His cool fingers closed around my left wrist, directly over the crescent-shaped scar. "You never despised me." Heat flared under his touch. Memories of tangled sheets and whispered confessions fought against the anger brewing in my chest. I ripped my hand away. "Do not touch me." "Apologies." He leaned back
slightly
, respecting the boundary. "Let us skip the chit-chat. The situation escalated tonight. I need the delivery logs from the Golden Empress, and I need them before sunrise." "How did they find Avaros?" "They possessed an insider. Someone knew my father's true name." I frowned. "You never told anyone in the underworld your father's true name." "I told you." The accusation hung in the stale air. My
stomach
plummeted. "You think I sold you out?" "Did you?" "You arrogant prick." I took a step back, my hands curling into fists. "You come here, bleeding on my friend's floor, demanding my help, and accuse me of treason?" "I am merely eliminating
variables
." "Get out." "Rory." "My name is Aurora. Or Carter. Only my friends call me Rory. Get out of Eva's flat, right now." "I cannot do that." "I will scream." "Scream all you wish. The wards I placed on your door will mute every sound." I turned my back on him and stormed toward the entryway to undo the deadbolts. I wanted him out. I wanted his judging, mismatched eyes out of my life permanently. Lucien shot up from the chair. He caught my arm before my hand reached the first brass lock. His grip
felt like a steel vise
. "Do not open that door, Laila." "Watch me." "They are already outside." "Who?" The heavy oak door groaned inward. A massive impact struck the wood, splintering the frame around the top deadbolt. Dust rained from the ceiling. Ptolemy hissed, scurrying under the sofa in a blur of fur. Lucien drew the thin, lethal blade from his ivory cane. The metal hummed with sudden, violent energy. "The ones who do not queue," he whispered. Another deafening crash
shattered
the second deadbolt.
created_at
"2026-02-19T19:32:43.875Z"
2/19/2026, 7:32:43 PM
model
"google/gemini-3.1-pro-preview-20260219"
app_id
182717
external_user
(null)
streamed
true
cancelled
false
latency
4036
moderation_latency
(null)
generation_time
133577
tokens_prompt
4556
tokens_completion
5602
native_tokens_prompt
4440
native_tokens_completion
9853
native_tokens_completion_images
0
native_tokens_reasoning
7798
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
0.127116
router
(null)
provider_responses
0
endpoint_id
"2abf5677-0826-45d9-8470-3d62c31d54a1"
is_byok
false
latency
4036
model_permaslug
"google/gemini-3.1-pro-preview-20260219"
provider_name
"Google AI Studio"
status
200
api_type
"completions"
id
"gen-1771529563-Hi4qx85zRSLDO4ntOoim"
upstream_id
(null)
total_cost
0.127116
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
19
adverbTagCount
2
adverbTags
0
"I whispered bitterly [bitterly]"
1
"He leaned back [back]"
dialogueSentences
89
tagDensity
0.213
leniency
0.427
rawRatio
0.105
effectiveRatio
0.045
89.82%
AI-ism adverb frequency
Target: <2% AI-ism adverbs (58 tracked)
wordCount
1473
totalAiIsmAdverbs
3
found
0
adverb
"carefully"
count
1
1
adverb
"gently"
count
1
2
adverb
"slightly"
count
1
highlights
0
"carefully"
1
"gently"
2
"slightly"
100.00%
AI-ism character names
Target: 0 AI-default names (17 tracked, −20% each)
codexExemptions
(empty)
found
(empty)
100.00%
AI-ism location names
Target: 0 AI-default location names (33 tracked, −20% each)
codexExemptions
(empty)
found
(empty)
49.08%
AI-ism word frequency
Target: <2% AI-ism words (290 tracked)
wordCount
1473
totalAiIsms
15
found
0
word
"lilt"
count
1
1
word
"traced"
count
1
2
word
"navigated"
count
1
3
word
"treacherous"
count
1
4
word
"rhythmic"
count
1
5
word
"sanctuary"
count
1
6
word
"calculated"
count
1
7
word
"pristine"
count
1
8
word
"familiar"
count
2
9
word
"clenching"
count
1
10
word
"silence"
count
1
11
word
"stomach"
count
1
12
word
"variables"
count
1
13
word
"shattered"
count
1
highlights
0
"lilt"
1
"traced"
2
"navigated"
3
"treacherous"
4
"rhythmic"
5
"sanctuary"
6
"calculated"
7
"pristine"
8
"familiar"
9
"clenching"
10
"silence"
11
"stomach"
12
"variables"
13
"shattered"
100.00%
Cliché density
Target: ≤1 cliche(s) per 800-word window
totalCliches
1
maxInWindow
1
found
0
label
"let out a breath"
count
1
highlights
0
"let out a breath"
100.00%
Emotion telling (show vs. tell)
Target: ≤3% sentences with emotion telling
emotionTells
0
narrationSentences
96
matches
(empty)
100.00%
Filter word density
Target: ≤3% sentences with filter/hedge words
filterCount
0
hedgeCount
0
narrationSentences
96
filterMatches
(empty)
hedgeMatches
(empty)
100.00%
Gibberish response detection
Target: ≤1% gibberish-like sentences (hard fail if a sentence exceeds 800 words)
analyzedSentences
166
gibberishSentences
0
adjustedGibberishSentences
0
longSentenceCount
0
runOnParagraphCount
0
giantParagraphCount
0
wordSaladCount
0
repetitionLoopCount
0
controlTokenCount
0
maxSentenceWordsSeen
28
ratio
0
matches
(empty)
100.00%
Markdown formatting overuse
Target: ≤5% words in markdown formatting
markdownSpans
0
markdownWords
0
totalWords
1460
ratio
0
matches
(empty)
100.00%
Missing dialogue indicators (quotation marks)
Target: ≤10% speech attributions without quotation marks
totalAttributions
18
unquotedAttributions
0
matches
(empty)
91.45%
Name drop frequency
Target: ≤1.0 per-name mentions per 100 words
totalMentions
27
wordCount
854
uniqueNames
13
maxNameDensity
1.17
worstName
"Lucien"
maxWindowNameDensity
2
worstWindowName
"Lucien"
discoveredNames
Moreau
1
Eva
6
French
1
Lucien
10
Brick
1
Lane
1
Europe
1
Chinese
1
London
1
Parisian
1
Welsh
1
Silence
1
Wales
1
persons
0
"Moreau"
1
"Eva"
2
"Lucien"
3
"Silence"
places
0
"Brick"
1
"Lane"
2
"Europe"
3
"London"
4
"Wales"
globalScore
0.915
windowScore
1
76.47%
Narrator intent-glossing
Target: ≤2% narration sentences with intent-glossing patterns
analyzedSentences
68
glossingSentenceCount
2
matches
0
"felt like swallowing broken glass"
1
"felt like a steel vise"
100.00%
"Not X but Y" pattern overuse
Target: ≤1 "not X but Y" per 1000 words
totalMatches
0
per1kWords
0
wordCount
1460
matches
(empty)
100.00%
Overuse of "that" (subordinate clause padding)
Target: ≤2% sentences with "that" clauses
thatCount
0
totalSentences
166
matches
(empty)
100.00%
Paragraph length variance
Target: CV ≥0.5 for paragraph word counts
totalParagraphs
100
mean
14.6
std
13.1
cv
0.897
sampleLengths
0
21
1
9
2
40
3
4
4
4
5
8
6
17
7
8
8
12
9
31
10
20
11
19
12
20
13
25
14
4
15
11
16
51
17
12
18
3
19
5
20
14
21
3
22
23
23
19
24
7
25
34
26
2
27
14
28
16
29
5
30
7
31
9
32
5
33
2
34
4
35
31
36
39
37
3
38
5
39
2
40
2
41
27
42
24
43
43
44
4
45
11
46
7
47
10
48
25
49
5
100.00%
Passive voice overuse
Target: ≤2% passive sentences
passiveCount
0
totalSentences
96
matches
(empty)
100.00%
Past progressive (was/were + -ing) overuse
Target: ≤2% past progressive verbs
pastProgressiveCount
0
totalVerbs
146
matches
(empty)
100.00%
Em-dash & semicolon overuse
Target: ≤2% sentences with em-dashes/semicolons
emDashCount
0
semicolonCount
0
flaggedSentences
0
totalSentences
166
ratio
0
matches
(empty)
82.00%
Purple prose (modifier overload)
Target: <4% adverbs, <2% -ly adverbs, no adj stacking
wordCount
862
adjectiveStacks
3
stackExamples
0
"small crescent-shaped scar"
1
"gorgeous tiny antique rectangular blue Chinese"
2
"faint, unnatural green residue."
adverbCount
23
adverbRatio
0.02668213457076566
lyAdverbCount
12
lyAdverbRatio
0.013921113689095127
100.00%
Repeated phrase echo
Target: ≤20% sentences with echoes (window: 2)
totalSentences
166
echoCount
0
echoWords
(empty)
100.00%
Sentence length variance
Target: CV ≥0.4 for sentence word counts
totalSentences
166
mean
8.8
std
5.43
cv
0.618
sampleLengths
0
7
1
14
2
9
3
12
4
13
5
15
6
4
7
4
8
8
9
17
10
8
11
12
12
6
13
9
14
16
15
16
16
4
17
11
18
3
19
5
20
18
21
2
22
9
23
15
24
1
25
4
26
11
27
19
28
10
29
10
30
12
31
12
32
3
33
5
34
14
35
3
36
7
37
1
38
4
39
11
40
19
41
7
42
27
43
7
44
2
45
10
46
4
47
5
48
11
49
5
48.39%
Sentence opener variety
Target: ≥60% unique sentence openers
consecutiveRepeats
18
diversityRatio
0.35542168674698793
totalSentences
166
uniqueOpeners
59
0.00%
Adverb-first sentence starts
Target: ≥3% sentences starting with an adverb
adverbCount
0
totalSentences
88
matches
(empty)
ratio
0
0.00%
Pronoun-first sentence starts
Target: ≤30% sentences starting with a pronoun
pronounCount
51
totalSentences
88
matches
0
"I yanked the heavy oak"
1
"He wore a tailored charcoal"
2
"His heterochromatic eyes, one glowing"
3
"He stepped forward"
4
"I shoved the heavy door"
5
"His voice dropped an octave,"
6
"My thumb traced the small"
7
"He pushed the door open,"
8
"I let out a breath"
9
"I carefully navigated the treacherous"
10
"I stopped next to the"
11
"His demon father's realm."
12
"he clarified, pointing his cane"
13
"He walked over to the"
14
"He set the tin down"
15
"I barked a harsh laugh."
16
"He moved closer"
17
"I stared at him."
18
"I noticed the dark stain"
19
"I walked to the sink,"
ratio
0.58
0.00%
Subject-first sentence starts
Target: ≤72% sentences starting with a subject
subjectCount
85
totalSentences
88
matches
0
"I yanked the heavy oak"
1
"Lucien Moreau occupied the narrow"
2
"He wore a tailored charcoal"
3
"His heterochromatic eyes, one glowing"
4
"He stepped forward"
5
"I shoved the heavy door"
6
"An ivory-handled cane intercepted the"
7
"The heavy silver cap gleamed"
8
"The thin blade rested sheathed"
9
"His voice dropped an octave,"
10
"My thumb traced the small"
11
"A nervous tick."
12
"He pushed the door open,"
13
"I let out a breath"
14
"Ptolemy, Eva's fat tabby cat,"
15
"Lucien shut the door behind"
16
"Eva's one-bedroom flat above the"
17
"I carefully navigated the treacherous"
18
"Lucien followed, his cane tapping"
19
"Lucien remarked, flicking a microscopic"
ratio
0.966
0.00%
Subordinate conjunction sentence starts
Target: ≥2% sentences starting with a subordinating conjunction
subConjCount
0
totalSentences
88
matches
(empty)
ratio
0
100.00%
Technical jargon density
Target: ≤6% sentences with technical-jargon patterns
analyzedSentences
38
technicalSentenceCount
0
matches
(empty)
100.00%
Useless dialogue additions
Target: ≤5% dialogue tags with trailing filler fragments
totalTags
19
uselessAdditionCount
0
matches
(empty)
93.82%
Dialogue tag variety (said vs. fancy)
Target: ≤10% fancy dialogue tags
totalTags
7
fancyCount
5
fancyTags
0
"I muttered (mutter)"
1
"he clarified (clarify)"
2
"I observed (observe)"
3
"I whispered bitterly (whisper)"
4
"he whispered (whisper)"
dialogueSentences
89
tagDensity
0.079
leniency
0.157
rawRatio
0.714
effectiveRatio
0.112
81.0346%