NC Bench
Overview
About
Tests
Categories
Models
Vendors
Compare
Run: 2026-09-02-01M1HA2D7C9BBVTYST5NRZZAA3
Run Details
Model:
Qwen 3.7 Flash (Reasoning)
Test:
Bad Writing Habits
Scenario:
Fantasy: entering an ancient ruin
Duration:
55.4s
Cost:
$0.001084
Provider:
Alibaba
Evaluation summary
Score
Evaluator
Details Link
100.00%
Adverbs in dialogue tags
(details)
78.71%
AI-ism adverb frequency
(details)
100.00%
AI-ism character names
(details)
100.00%
AI-ism location names
(details)
0.00%
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)
100.00%
Narrator intent-glossing
(details)
100.00%
"Not X but Y" pattern overuse
(details)
100.00%
Overuse of "that" (subordinate clause padding)
(details)
100.00%
Paragraph length variance
(details)
100.00%
Passive voice overuse
(details)
100.00%
Past progressive (was/were + -ing) overuse
(details)
100.00%
Em-dash & semicolon overuse
(details)
100.00%
Purple prose (modifier overload)
(details)
100.00%
Repeated phrase echo
(details)
100.00%
Sentence length variance
(details)
98.15%
Sentence opener variety
(details)
29.11%
Adverb-first sentence starts
(details)
100.00%
Pronoun-first sentence starts
(details)
97.55%
Subject-first sentence starts
(details)
0.00%
Subordinate conjunction sentence starts
(details)
100.00%
Technical jargon density
(details)
100.00%
Useless dialogue additions
(details)
0.00%
Dialogue tag variety (said vs. fancy)
(details)
86.2287%
Overall
Model input
System
You are an expert and award-winning novel writer in the dark Fantasy 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="4418" name="Nyx" aliases="Nyx, the Shadow, Nightwhisper" pronouns="they/them" species="Shade" storyRole="Wild Card"> <eyeColor>faintly glowing violet</eyeColor> <height>approximately 6'2" in solid form</height> <age>ageless</age> <form>humanoid silhouette of living shadow, can shift between solid and incorporeal</form> <voice>sounds like a whisper carried on the wind</voice> <description>A being of living shadow, existing between the mortal plane and the spaces between realms.</description> <backstory>Nyx was once a human sorcerer named Aldric who became trapped between realms during a failed summoning ritual in 1643. They now exist as a Shade, bound to the mortal plane but able to slip between shadows.</backstory> </character> <character id="4424" name="Isolde Varga" aliases="Isolde, the Seer" pronouns="she/her" species="Half-Fae" storyRole="Oracle"> <eyeColor>pale lavender</eyeColor> <hair>silver, reaching her waist</hair> <height>5'5"</height> <age>300 years old</age> <appearance>ethereal, ageless</appearance> <speech>speaks in riddles</speech> <footprints>leaves no footprints when she walks</footprints> <compulsion>cannot lie (Fae compulsion) but can mislead</compulsion> <description>A Half-Fae seer exiled from the Fae Courts for sharing visions with mortals.</description> <backstory>She now lives in a hidden grove in Richmond Park, offering cryptic prophecies to those who seek her out.</backstory> </character> <location id="853" name="Dymas (Gluttony)" aliases="Dymas, gluttony, Dymasian" realm="Hel" sin="Gluttony"> <ruler>Prince Belphegor</ruler> <skyColor>warm amber</skyColor> <description>A place of excess and indulgence. Sprawling vineyards, orchards, and gardens provide exotic ingredients for master chefs — often helbound souls contracted from Earth. Grand feasts and culinary competitions are common.</description> </location> <location id="861" name="The Fae Grove" aliases="Isolde's grove, Richmond grove, the Grove" realm="Earth (Fae-touched)"> <parkLocation>Richmond Park</parkLocation> <standingStones>ancient oak standing stones mark the boundary</standingStones> <timeBehavior>time moves differently — an hour inside can be minutes or days outside</timeBehavior> <flora>wildflowers bloom year-round</flora> <description>A hidden clearing that exists in a pocket between Earth and the Fae realm.</description> </location> <item id="2001" name="Heartstone Pendant" aliases="the pendant, Heartstone" type="Artifact" origin="Dymas"> <gemstoneColor>deep crimson</gemstoneColor> <chainMaterial>silver chain</chainMaterial> <size>roughly the size of a thumbnail</size> <behavior>pulses faintly with warmth when near a Hel portal</behavior> <glow>faint inner glow</glow> <description>Given to Aurora by an unknown benefactor.</description> </item> <item id="2006" name="Fae-Forged Blade" aliases="the Fae blade, Isolde's gift" type="Weapon" origin="The Fae Courts"> <material>moonsilver</material> <shape>slender, leaf-shaped dagger</shape> <temperature>always cold to the touch</temperature> <glow>faintly luminescent in moonlight</glow> <power>can cut through magical wards; particularly effective against demons</power> <givenTo>given to Aurora by Isolde as a gift</givenTo> <description>A weapon of the Fae Courts, rare and highly coveted.</description> </item> <lore id="7001" name="The Veil" aliases="the Veil, the Barrier, the Boundary" category="Cosmology"> <solsticeEffect>weakens during the winter solstice, strengthens during the summer solstice</solsticeEffect> <appearance>faint shimmering distortion visible only to those with supernatural sight</appearance> <monitoring>rift points (tears in the Veil) are monitored by the Wardens</monitoring> <description>The Veil is the metaphysical barrier separating Earth from Hel and the Fae Realms.</description> </lore> </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 fantasy genre. A small group enters an ancient, otherworldly place for the first time. The environment is alien and wondrous. Describe their exploration — what they see, hear, and feel as they move deeper. Include moments of discovery, unease, and wonder. Let the world-building emerge through the characters' experience rather than exposition. Use the codex entries above as your world reference for characters, setting, and lore. Only include the prose of the scene without any markdown or commentary. </instructions>
Model response
Messages
Meta
AI
The stone gave way beneath
her boots.
Rory twisted her wrists, caught
the damp ledge, and hauled herself onto the polished floor. Behind her, Nyx dissolved into a ripple of living darkness and coalesced without breaking stride.
Isolde glided forward, silver hair
untroubled by the fall, bare feet leaving no print on the grime. The air here tasted thick. Heavy. Sweet and sour tangled together like rotten fruit and spiced meat. Warm amber light bled through a
fractured
vault ceiling.
It painted everything in the
colour of old honey. Thick vines coiled around towering pillars carved with screaming faces.
Each face wept black resin
that hardened into jagged droplets.
The residue smelled of copper
and fermented grapes. Rory pushed to her feet. Her knees popped. Dust clung to her trousers.
She wiped her palms on
her thighs and stepped past the threshold. "Breathe shallow," Isolde murmured. Pale lavender eyes
scanned
the corridor. Sugar rots the lungs. Rot feeds the roots. "Noted," Rory said.
She pressed a hand to
her chest.
The silver chain rested against
her collarbone.
The crimson gem warmed under
her fingers.
It pulsed once, twice, matching
the rhythm of something vast and hungry ahead. "Hungry things like you," Nyx whispered. Their form
flickered
.
Shadows stretched long across the
moss-carpeted floor.
Violet pinpricks gleamed in the
dark. You carry a key. The lock already knows. "It carries a map too," Rory replied. She drew the moonsilver dagger. The leaf-shaped blade stayed cold despite the thick air. Faint luminescence bloomed along the cutting edge. We follow the
pulse
. We do not linger. Nyx drifted ahead. Shoulders rolled. Posture loose. Ancient bones remembered this terrain. Long corridors like veins. Old gods drank deep. This place starved. Isolde trailed behind. Steps silent. Hair swayed. Lavender gaze fixed on the walls. Runes marked the stone. Spiral patterns. Sharp angles. Symbols that shifted when viewed directly. Time bent here. An hour inside could stretch to days outside. The groove felt younger than it looked. Fresh scratches marred the rock near the junction. Parallel grooves cut deep into the surface. Boot marks. Heavy soles. Drag marks. Someone hauled cargo through here recently. Wardens recognised the tread. Demons rarely wore shoes. Rory knelt. Fingers brushed centuries of dust away. A brass compass lay half buried. The needle spun wildly. It refused true north.
It pointed straight down the
left passage. Where the amber glow grew brighter. "Ancient," she said. "Foolhardy," Nyx countered. The shade hovered over the compass. Cold air radiated from their form. Frost crystallised on the metal rim. Maps draw eyes. Eyes draw claws. "Claws only catch what moves," Isolde added. She touched a wall carving. Fingertips passed through the relief. Stone rippled like disturbed water. A low hum
vibrated
up through the soles of Rory’s boots. The path chooses. We merely walk.
They moved into the new
section. The corridor widened gradually. Walls tapered inward. Ceiling rose high. Air currents swept through gaps in the masonry. Cool drafts brushed against sweat cooled rapidly. Scents layered upon each other. Burnt sugar. Wet earth. Charred wood. Roasted meat. The pressure changed. Ears popped. Nose tingled. Gravity felt
slightly
lighter. Weight distributed differently across joints. The corridor opened into a sunken terrace. Stone steps spiralled downward into a cavernous amphitheatre. Rows of empty wooden benches faced a central dais draped in tattered
velvet
. Above, a massive glass dome captured the distant amber sky. Through curved panes, thick vines climbed toward an impossible horizon. Fruit hung heavy and dark. Some
pulsed
like hearts. Others split open to reveal
glistening
seeds. Pollen floated on stagnant air. Golden specks drifted past eyelashes. Blink kept them out. Stare let them in. Rory stepped onto the first stair. Wood groaned. Dust plumed upward. Something shifted in the rafters high above. Soft scraping
echoed
down. Then another sound. Closer. Dry leaves rubbed against stone. Slow
footsteps
circled the upper tier. Unseen guests prowled the periphery. "Nyx," Rory said. Shadow pooled at their ankles. Form solidified. Shoulders squared. Back straightened. Eyes locked on the darkness above. Feet light. Windows shut. "I see them," Rory said. She raised the blade. Moonlight from outside failed to penetrate the dome, but the dagger reacted anyway. Luminescence sharpened. White light cast sharp shapes against dusty floorboards. Three figures emerged from the
gloom
. Tall. Hunched. Skins stretched over corded muscle. Crimson skin stretched tight. Horns curled back from broad foreheads.
They carried iron hooks wrapped
in dried kelp. Kelp dripped black fluid onto the stone. One figure chewed
slowly
. Juices stained the lower lip. Saliva stringed from cracked teeth. The largest dropped his hook. Metal clanged against a step. Echoes multiplied until they drowned out normal breathing. He stepped down. Then another step. Red eyes locked onto Rory’s pendant. Jaw twitched. Teeth ground together. Isolde didn’t flinch. She smiled. Thin curve of lips. Guest arrival early. Appetite runs deep. The demon lunged. Rory sidestepped. Dagger flashed. Silver met scaled flesh. Hiss ripped through stale air. Creature staggered back. Clutched bleeding forearm. Black blood sizzled where it touched wood. Smell of vinegar filled nostrils. Two more rushed forward. Hooks swung. Rory parried first blow. Drove boot into attacker’s knee. Rolled backward. Boots slammed ground beside her. Sand kicked up. She scrambled up. Blade raised. Chest heaved. Breathing steady. Muscle memory took over. Years of panic drills served now. "Behind," Nyx warned. Voice flat. Urgent. Rory spun. Third demon leapt from upper tier. Jaws parted. Teeth like splintered bone. She thrust upward. Blade caught creature mid-air. Steel sank deep. Light flared bright white. Demon dissolved into ash and foul smoke. Wind swept through cavern. Smoke cleared. Silence fell heavy and wet. Rory wiped blade on torn curtain strip. Knuckles whitened. Pulse hammered in throat. She glanced at dais. Velvet drapes parted. Gold chains hung from rusted hooks. Chains led into darkness beyond stage. Floorboards warped. Planks buckled under unseen
weight
. Isolde walked forward. Bare feet made no sound on packed earth. She stopped at edge of dais. Lavender
eyes narrowed
. Head tilted. Ears perked. Mouth closed. Listening for strings attached to fate. "Music plays," she whispered. "There is no music," Rory said. "Listen closer." Low thrumming
vibrated
through stone floor. Rhythmic. Deliberate. Like giant beating drum with padded fists. Footsteps followed. Heavy. Dozens of them. Marching in
perfect
formation. Sound grew louder. Closer. Vibration climbed legs. Coughed air tasted of dust and ozone. Mechanisms engaged somewhere far below. Gears turned. Wheels clicked. Tick-tock
echoed
against stone. Every step synced to internal clockwork. Nyx melted toward shadows. Violet eyes wide. Breath shallow. Not marching. Herding. Velvet curtains tore inward. Wood
shattered
. Wave of heat washed over them. Carried on wind thick with spice and meat fat. Figures poured through breach. Armoured in boiled leather. Faces covered by
porcelain
masks painted with wide unblinking eyes. Each mask held different expression. Glee. Sorrow. Rage. Hunger. Brass buttons gleamed dull gold. Stitched seams held leather tight. Weapons rested across chests. Cleavers. Spits. Fire irons. At front walked man. Tall. Impeccable tailoring. Crisp white gloves. Cane tapped stone floor in time with drumming. Crown of woven grapevines and obsidian shards rested on dark hair. Face sharp. Cheekbones prominent. Lips thin. Smile sharp enough to draw blood. His gaze swept terrace. Landed on Rory. Landed on pulsing pendant. Head tilted
slightly
. Appreciative nod followed. Delicious, he purred. Voice smooth as aged wine. Rough as gravel underneath. He raised cane. Tapped it twice against flagstones. Every mask turned in unison. Every hand gripped weapon. Every step advanced. Boots struck stone simultaneously. Marching cadence accelerated. Pressure built. Shoulders tensed. Neck muscles corded. Sweat trickled down spine. Clothing clung to skin. Chokehold of
anticipation
squeezed ribs. Rory tightened grip on dagger. Heat prickled palms. Nerves screamed. Muscles coiled. Back arched
slightly
. Weight shifted forward. Ready to break cover. Man bowed. Low. Graceful. Deadly. Bow held longer than polite custom demanded. Chin lifted
slowly
. Eyes met hers directly. Pupils dilated. Reflections danced in dark irises. Welcome to my table, he said. Snap of fingers cracked loud. Torch flames erupted along walls. Orange fire roared upward. Cast long
dancing
shadows against amphitheatre stones. Flames licked dry timber. Sparks flew. Heat blistered exposed skin. Shirts grew hot. Arms sweated freely. Eyelashes singed at edges. Smoke stung nostrils. Coughed reflexively. Blinded tears welled
quickly
. Lead guard lunged. Steel flashed. Speed blurred. Edge of cleaver descended straight toward collarbone. Wind rushed past ear. Motion cut through vision. Target locked. Instinct took over.
created_at
"2026-09-02T14:58:47.165Z"
9/2/2026, 2:58:47 PM
model
"qwen/qwen3.7-flash-20260727"
app_id
182717
external_user
(null)
streamed
true
cancelled
false
latency
674
moderation_latency
(null)
generation_time
55340
tokens_prompt
5142
tokens_completion
7451
native_tokens_prompt
5244
native_tokens_completion
7128
native_tokens_completion_images
(null)
native_tokens_reasoning
5046
native_tokens_cached
0
num_media_prompt
(null)
num_input_audio_prompt
(null)
num_media_completion
0
num_search_results
(null)
num_fetches
(null)
web_search_engine
(null)
origin
"https://ncbench.com/"
is_byok
false
finish_reason
"stop"
native_finish_reason
"stop"
service_tier
(null)
usage
0.00108396
router
(null)
user_agent
"langchainjs-openai/1.0.0 ((node/v24.19.0; linux; x64))"
http_referer
(null)
request_id
"req-1788361127-flA74kTKdVf9ecKBvCfR"
session_id
(null)
preset_id
(null)
api_type
"completions"
id
"gen-1788361127-9h2fEnnONeUZEcHF54Z8"
upstream_id
"chatcmpl-a37340a3-64b4-9adb-9fd4-add5489bccd0"
provider_responses
0
endpoint_id
"5a9a0ee6-874a-4d03-92be-e5094c0df4e7"
id
"chatcmpl-a37340a3-64b4-9adb-9fd4-add5489bccd0"
is_byok
false
latency
674
model_permaslug
"qwen/qwen3.7-flash-20260727"
provider_name
"Alibaba"
status
200
total_cost
0.00108396
cache_discount
(null)
upstream_inference_cost
0
provider_name
"Alibaba"
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
12
adverbTagCount
0
adverbTags
(empty)
dialogueSentences
13
tagDensity
0.923
leniency
1
rawRatio
0
effectiveRatio
0
78.71%
AI-ism adverb frequency
Target: <2% AI-ism adverbs (58 tracked)
wordCount
1409
totalAiIsmAdverbs
6
found
0
adverb
"slightly"
count
3
1
adverb
"slowly"
count
2
2
adverb
"quickly"
count
1
highlights
0
"slightly"
1
"slowly"
2
"quickly"
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)
0.00%
AI-ism word frequency
Target: <2% AI-ism words (290 tracked)
wordCount
1409
totalAiIsms
29
found
0
word
"fractured"
count
1
1
word
"scanned"
count
1
2
word
"pulsed"
count
2
3
word
"flickered"
count
1
4
word
"pulse"
count
2
5
word
"vibrated"
count
2
6
word
"weight"
count
3
7
word
"velvet"
count
3
8
word
"glistening"
count
1
9
word
"echoed"
count
2
10
word
"footsteps"
count
2
11
word
"gloom"
count
1
12
word
"echoes"
count
1
13
word
"silence"
count
1
14
word
"rhythmic"
count
1
15
word
"perfect"
count
1
16
word
"shattered"
count
1
17
word
"porcelain"
count
1
18
word
"anticipation"
count
1
19
word
"dancing"
count
1
highlights
0
"fractured"
1
"scanned"
2
"pulsed"
3
"flickered"
4
"pulse"
5
"vibrated"
6
"weight"
7
"velvet"
8
"glistening"
9
"echoed"
10
"footsteps"
11
"gloom"
12
"echoes"
13
"silence"
14
"rhythmic"
15
"perfect"
16
"shattered"
17
"porcelain"
18
"anticipation"
19
"dancing"
100.00%
Cliché density
Target: ≤1 cliche(s) per 800-word window
totalCliches
1
maxInWindow
1
found
0
label
"eyes widened/narrowed"
count
1
highlights
0
"eyes narrowed"
100.00%
Emotion telling (show vs. tell)
Target: ≤3% sentences with emotion telling
emotionTells
0
narrationSentences
324
matches
(empty)
100.00%
Filter word density
Target: ≤3% sentences with filter/hedge words
filterCount
0
hedgeCount
0
narrationSentences
324
filterMatches
(empty)
hedgeMatches
(empty)
100.00%
Gibberish response detection
Target: ≤1% gibberish-like sentences (hard fail if a sentence exceeds 800 words)
analyzedSentences
325
gibberishSentences
0
adjustedGibberishSentences
0
longSentenceCount
0
runOnParagraphCount
0
giantParagraphCount
0
wordSaladCount
0
repetitionLoopCount
0
controlTokenCount
0
repeatedSegmentCount
0
maxSentenceWordsSeen
17
ratio
0
matches
(empty)
100.00%
Markdown formatting overuse
Target: ≤5% words in markdown formatting
markdownSpans
0
markdownWords
0
totalWords
1409
ratio
0
matches
(empty)
100.00%
Missing dialogue indicators (quotation marks)
Target: ≤10% speech attributions without quotation marks
totalAttributions
10
unquotedAttributions
1
matches
0
"Welcome to my table, he said."
83.33%
Name drop frequency
Target: ≤1.0 per-name mentions per 100 words
totalMentions
44
wordCount
1377
uniqueNames
10
maxNameDensity
1.23
worstName
"Rory"
maxWindowNameDensity
2.5
worstWindowName
"Rory"
discoveredNames
Nyx
6
Pale
1
Rory
17
Shadow
1
Voice
2
Low
2
Isolde
6
Heavy
3
Shoulders
3
Eyes
3
persons
0
"Nyx"
1
"Rory"
2
"Shadow"
3
"Low"
4
"Isolde"
5
"Shoulders"
6
"Eyes"
places
(empty)
globalScore
0.883
windowScore
0.833
100.00%
Narrator intent-glossing
Target: ≤2% narration sentences with intent-glossing patterns
analyzedSentences
80
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
1409
matches
(empty)
100.00%
Overuse of "that" (subordinate clause padding)
Target: ≤2% sentences with "that" clauses
thatCount
0
totalSentences
325
matches
(empty)
100.00%
Paragraph length variance
Target: CV ≥0.5 for paragraph word counts
totalParagraphs
44
mean
32.02
std
23.27
cv
0.727
sampleLengths
0
71
1
71
2
18
3
37
4
30
5
36
6
23
7
80
8
35
9
3
10
27
11
39
12
60
13
82
14
42
15
3
16
21
17
32
18
87
19
15
20
3
21
31
22
44
23
6
24
46
25
39
26
32
27
4
28
6
29
2
30
58
31
12
32
66
33
41
34
17
35
12
36
8
37
39
38
22
39
26
40
6
41
5
42
45
43
27
100.00%
Passive voice overuse
Target: ≤2% passive sentences
passiveCount
0
totalSentences
324
matches
(empty)
100.00%
Past progressive (was/were + -ing) overuse
Target: ≤2% past progressive verbs
pastProgressiveCount
0
totalVerbs
331
matches
(empty)
100.00%
Em-dash & semicolon overuse
Target: ≤2% sentences with em-dashes/semicolons
emDashCount
0
semicolonCount
0
flaggedSentences
0
totalSentences
325
ratio
0
matches
(empty)
100.00%
Purple prose (modifier overload)
Target: <4% adverbs, <2% -ly adverbs, no adj stacking
wordCount
1381
adjectiveStacks
0
stackExamples
(empty)
adverbCount
44
adverbRatio
0.03186097031136857
lyAdverbCount
20
lyAdverbRatio
0.01448225923244026
100.00%
Repeated phrase echo
Target: ≤20% sentences with echoes (window: 2)
totalSentences
325
echoCount
0
echoWords
(empty)
100.00%
Sentence length variance
Target: CV ≥0.4 for sentence word counts
totalSentences
325
mean
4.34
std
2.57
cv
0.592
sampleLengths
0
7
1
15
2
15
3
17
4
5
5
1
6
11
7
9
8
9
9
10
10
10
11
8
12
5
13
3
14
5
15
12
16
4
17
6
18
4
19
4
20
3
21
7
22
7
23
7
24
13
25
6
26
3
27
7
28
6
29
4
30
4
31
7
32
5
33
9
34
7
35
4
36
4
37
3
38
2
39
2
40
5
41
4
42
4
43
3
44
3
45
2
46
2
47
6
48
4
49
2
98.15%
Sentence opener variety
Target: ≥60% unique sentence openers
consecutiveRepeats
6
diversityRatio
0.7446153846153846
totalSentences
325
uniqueOpeners
242
29.11%
Adverb-first sentence starts
Target: ≥3% sentences starting with an adverb
adverbCount
2
totalSentences
229
matches
0
"Then another sound."
1
"Then another step."
ratio
0.009
100.00%
Pronoun-first sentence starts
Target: ≤30% sentences starting with a pronoun
pronounCount
24
totalSentences
229
matches
0
"It painted everything in the"
1
"Her knees popped."
2
"She wiped her palms on"
3
"She pressed a hand to"
4
"It pulsed once, twice, matching"
5
"Their form flickered."
6
"You carry a key."
7
"She drew the moonsilver dagger."
8
"We follow the pulse."
9
"We do not linger."
10
"It refused true north."
11
"It pointed straight down the"
12
"She touched a wall carving."
13
"We merely walk."
14
"They moved into the new"
15
"She raised the blade."
16
"They carried iron hooks wrapped"
17
"He stepped down."
18
"She scrambled up."
19
"She thrust upward."
ratio
0.105
97.55%
Subject-first sentence starts
Target: ≤72% sentences starting with a subject
subjectCount
166
totalSentences
229
matches
0
"The stone gave way beneath"
1
"Rory twisted her wrists, caught"
2
"Isolde glided forward, silver hair"
3
"The air here tasted thick."
4
"It painted everything in the"
5
"Each face wept black resin"
6
"The residue smelled of copper"
7
"Rory pushed to her feet."
8
"Her knees popped."
9
"Dust clung to her trousers."
10
"She wiped her palms on"
11
"Sugar rots the lungs."
12
"She pressed a hand to"
13
"The silver chain rested against"
14
"The crimson gem warmed under"
15
"It pulsed once, twice, matching"
16
"Their form flickered."
17
"Shadows stretched long across the"
18
"Violet pinpricks gleamed in the"
19
"You carry a key."
ratio
0.725
0.00%
Subordinate conjunction sentence starts
Target: ≥2% sentences starting with a subordinating conjunction
subConjCount
0
totalSentences
229
matches
(empty)
ratio
0
100.00%
Technical jargon density
Target: ≤6% sentences with technical-jargon patterns
analyzedSentences
16
technicalSentenceCount
0
matches
(empty)
100.00%
Useless dialogue additions
Target: ≤5% dialogue tags with trailing filler fragments
totalTags
12
uselessAdditionCount
0
matches
(empty)
0.00%
Dialogue tag variety (said vs. fancy)
Target: ≤10% fancy dialogue tags
totalTags
11
fancyCount
5
fancyTags
0
"Isolde murmured (murmur)"
1
"Nyx whispered (whisper)"
2
"Isolde added (add)"
3
"Nyx warned (warn)"
4
"she whispered (whisper)"
dialogueSentences
13
tagDensity
0.846
leniency
1
rawRatio
0.455
effectiveRatio
0.455
86.2287%