NC Bench
Overview
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Run: 2026-02-20-01KHYAMM8E8FTM3E5TK6S01652
Run Details
Model:
Grok 4.1 Fast
Test:
Bad Writing Habits
Scenario:
Literary fiction: old friends reunite
Duration:
53.1s
Cost:
$0.002553
Provider:
xAI
Evaluation summary
Score
Evaluator
Details Link
84.62%
Adverbs in dialogue tags
(details)
100.00%
AI-ism adverb frequency
(details)
100.00%
AI-ism character names
(details)
100.00%
AI-ism location names
(details)
40.07%
AI-ism word frequency
(details)
100.00%
Cliché density
(details)
100.00%
Emotion telling (show vs. tell)
(details)
100.00%
Filter word density
(details)
100.00%
Gibberish response detection
(details)
100.00%
Markdown formatting overuse
(details)
100.00%
Missing dialogue indicators (quotation marks)
(details)
0.00%
Name drop frequency
(details)
100.00%
Narrator intent-glossing
(details)
100.00%
"Not X but Y" pattern overuse
(details)
100.00%
Overuse of "that" (subordinate clause padding)
(details)
100.00%
Paragraph length variance
(details)
100.00%
Passive voice overuse
(details)
100.00%
Past progressive (was/were + -ing) overuse
(details)
100.00%
Em-dash & semicolon overuse
(details)
100.00%
Purple prose (modifier overload)
(details)
100.00%
Repeated phrase echo
(details)
100.00%
Sentence length variance
(details)
97.95%
Sentence opener variety
(details)
100.00%
Adverb-first sentence starts
(details)
100.00%
Pronoun-first sentence starts
(details)
71.11%
Subject-first sentence starts
(details)
0.00%
Subordinate conjunction sentence starts
(details)
100.00%
Technical jargon density
(details)
75.00%
Useless dialogue additions
(details)
73.08%
Dialogue tag variety (said vs. fancy)
(details)
88.0608%
Overall
Model input
System
You are an expert and award-winning novel writer in the dark Literary Fiction genre. Your readers are hooked on your stories and can't wait to read the book you have in store. <important> - MUST: Start each chapter in medias res (in the middle of action). AVOID talking about the weather, time of day, the position of the sun, or other boring stuff. - The instructions/summary are just a that, a summary. Feel free to add details, stretch sections and add interesting transitions/descriptions/fillers. - When called for it, have fast-paced action, but otherwise take things slow. This is an experience, and not for people with short attention spans. Enjoy the wine, not slurp Red Bull. - Add descriptions when transitioning places/times/etc, or when coming by new places (e.g. a corner shop, a cafe, etc.). But remember: NOT at the start or end of a chapter. - MUST: AVOID ending in internal monologue, reminiscing or waiting for the next day. A good chapter end is when we're ending right when shit hits the fan. We want to have the reader be excited for what comes next. So no reminiscing, contemplating or summarizing the day. It's popcorn time! </important>
User/Human
Take into account the following glossary of characters/locations/items/lore... when writing your response: <codex> <character id="4412" name="Aurora Carter" aliases="Rory, Laila, Aurora, Carter, Malphora" pronouns="she/her" species="Human" storyRole="Protagonist"> <eyeColor>bright blue</eyeColor> <hair>straight shoulder-length black</hair> <height>5'6"</height> <age>25</age> <scar>small crescent-shaped scar on her left wrist from a childhood accident</scar> <description>Aurora, referred to by her friends as Rory, is cool-headed, intelligent, and known for quick out-of-the-box thinking.</description> <backstory>Born in Cardiff to an Irish barrister father (Brendan Carter) and Welsh teacher mother (Jennifer Carter née Ellis), Rory reluctantly pursued Pre-Law at Cardiff University. She fled to London at the behest of her childhood friend Eva after leaving an abusive ex named Evan. By day, Rory works part-time as a delivery person for Yu-Fei Cheung's Golden Empress restaurant. She lives in a flat above Silas' bar.</backstory> </character> <character id="4413" name="Silas Blackwood" aliases="Silas, Si, the Spymaster" pronouns="he/him" species="Human" storyRole="Mentor"> <eyeColor>hazel</eyeColor> <hair>grey-streaked auburn</hair> <height>6'1"</height> <age>58</age> <beard>neatly trimmed, matching his grey-streaked auburn hair</beard> <limp>slight limp in his left leg from an old knee injury</limp> <signetRing>silver signet ring, always worn on his right hand</signetRing> <description>Silas is a retired intelligence operative turned bar owner. He carries himself with quiet authority.</description> <backstory>Former MI6 field agent who retired after a botched operation in Prague left him with a permanent knee injury. He opened "The Raven's Nest" bar in Soho as a front for his network of contacts.</backstory> </character> <location id="854" name="The Raven's Nest" aliases="the Nest, Raven, Silas' bar" realm="Earth"> <signColor>distinctive green neon sign above the entrance</signColor> <secretRoom>hidden back room accessible through a bookshelf, used for clandestine meetings</secretRoom> <description>A dimly lit bar in Soho, London. The walls are covered with old maps and black-and-white photographs.</description> </location> </codex> <proseGuidelines> <styleGuide> - Write in past tense and use British English spelling and grammar - Keep a Flesch reading ease score of 60 - Respect the the Royal Order of Adjectives: The order is: opinion, size, age, shape, color, origin, material, purpose, followed by the noun itself (e.g., "a lovely little old rectangular green French silver whittling knife") - Respect the ablaut reduplication rule (e.g. tick-tock, flip-flop) - Write in active voice - Passive voice: <bad>The book was read by Sarah.</bad> - Active voice: <good>Sarah read the book.</good> - Reduce the use of passive verbs - <bad>For a moment, I was tempted to throw in the towel.</bad> - <good>For a moment, I felt tempted to throw in the towel.</good> - Avoid misplaced modifiers that can cause confusion when starting with "-ing" words: - <bad>Considering going to the store, the empty fridge reflected in Betty's eyes.</bad> - <good>Betty stared into the empty fridge. It was time to go to the store.</good> - Avoid redundant adverbs that state the obvious meaning already contained in the verb: - <bad>She whispered quietly to her mom.</bad> - <good>She whispered to her mom.</good> - Use stronger, more descriptive verbs over weak ones: - <bad>Daniel drove quickly to his mother's house.</bad> - <good>Daniel raced to his mother's house.</good> - Omit adverbs that don't add solid meaning like "extremely", "definitely", "truly", "very", "really": - <bad>The movie was extremely boring.</bad> - <good>The movie was dull.</good> - Use adverbs to replace clunky phrasing when they increase clarity: - <bad>He threw the bags into the corner in a rough manner.</bad> - <good>He threw the bags into the corner roughly.</good> - Avoid making simple thoughts needlessly complex: - <bad>After I woke up in the morning the other day, I went downstairs, turned on the stove, and made myself a very good omelet.</bad> - <good>I cooked a delicious omelet for breakfast yesterday morning.</good> - Never backload sentences by putting the main idea at the end: - <bad>I decided not to wear too many layers because it's really hot outside.</bad> - <good>It's sweltering outside today, so I dressed light.</good> - Omit nonessential details that don't contribute to the core meaning: - <bad>It doesn't matter what kind of coffee I buy, where it's from, or if it's organic or not—I need to have cream because I really don't like how the bitterness makes me feel.</bad> - <good>I add cream to my coffee because the bitter taste makes me feel unwell.</good> - Always follow the "show, don't tell" principle. For instance: - Telling: <bad>Michael was terribly afraid of the dark.</bad> - Showing: <good>Michael tensed as his mother switched off the light and left the room.</good>- Telling: <bad>I walked through the forest. It was already Fall, and I was getting cold.</bad> - Showing: <good>Dry orange leaves crunched under my feet. I pulled my coat's collar up and rubbed my hands together.</good>- Add sensory details (sight, smell, taste, sound, touch) to support the "showing" (but keep an active voice) - <bad>The room was filled with the scent of copper.</bad> - <good>Copper stung my nostrils. Blood. Recent.</good> - Use descriptive language more sporadically. While vivid descriptions are engaging, human writers often use them in bursts rather than consistently throughout a piece. When adding them, make them count! Like when we transition from one location to the next, or someone is reminiscing their past, or explaining a concept/their dream... - Avoid adverbs and clichés and overused/commonly used phrases. Aim for fresh and original descriptions. - Avoid writing all sentences in the typical subject, verb, object structure. Mix short, punchy sentences with long, descriptive ones. Drop fill words to add variety. Like so: <good>Locked. Seems like someone doesn't want his secrets exposed. I can work with that.</good> - Convey events and story through dialogue. It is important to keep a unique voice for every character and make it consistent. - Write dialogue that reveals characters' personalities, motivations, emotions, and attitudes in an interesting and compelling manner - Leave dialogue unattributed. If needed, only use "he/she said" dialogue tags and convey people's actions or face expressions through their speech. Dialogue always is standalone, never part of a paragraph. Like so: - <bad>"I don't know," Helena said nonchalantly, shrugging her shoulders</bad> - <good>"No idea" "Why not? It was your responsibility"</good> - Avoid boring and mushy dialog and descriptions, have dialogue always continue the action, never stall or include unnecessary fluff. Vary the descriptions to not repeat yourself. Avoid conversations that are just "Let's go" "yes, let's" or "Are you ready?" "Yes I'm ready". Those are not interesting. Think hard about every situtation and word of text before writing dialogue. If it doesn't serve a purpose and it's just people talking about their day, leave it. No one wants to have a normal dinner scene, something needs to happen for it to be in the story. Words are expensive to print, so make sure they count! - Put dialogue on its own paragraph to separate scene and action. - Use body language to reveal hidden feelings and implied accusations- Imply feelings and thoughts, never state them directly - NEVER use indicators of uncertainty like "trying" or "maybe" - NEVER use em-dashes, use commas for asides instead </styleGuide> <voiceGuide> Each character in the story needs to have distinct speech patterns: - Word choice preferences - Sentence length tendencies - Cultural/educational influences - Verbal tics and catchphrases Learn how each person talks and continue in their style, and use their Codex entries as reference. <examples> - <bad>"We need to go now." "Yes, we should leave." "I agree."</bad> <good>"Time's up." "Indeed, our departure is rather overdue." "Whatever, let's bounce."</good> - Power Dynamic Example: <bad> "We need to discuss the contract." "Yes, let's talk about it." "I have concerns." </bad> <good> "A word about the contract." "Of course, Mr. Blackwood. Whatever you need." "The terms seem..." A manicured nail tapped the desk. "Inadequate." "I can explain every-" "Can you?" </good> </examples> </voiceGuide> <dialogueFlow> When writing dialogue, consider that it usually has a goal in mind, which gives it a certain flow. Make dialogue sections also quite snappy in the back and forth, and don't spread the lines out as much. It's good to have details before, after, or as a chunk in-between, but we don't want to have a trail of "dialogue breadcrumbs" spread throughout a conversation. <examples> - Pattern 1 - Question/Deflection/Revelation: <good> "Where were you last night?" "Work. The usual." "Lipstick's an interesting shade for spreadsheets." </good> - Pattern 2 - Statement/Contradiction/Escalation: <good> "Your brother's clean." "Tommy doesn't touch drugs." "I'm holding his tox screen." </good> - Pattern 3 - Observation/Denial/Truth: <good> "That's a new watch." "Birthday gift." "We both know what birthdays mean in this business." </good> - Example - A Simple Coffee Order: <bad> "I'll have a coffee." "What size?" "Large, please." </bad> <good> "Black coffee.""Size?""Large. Been a long night." "That bodega shooting?" "You watch too much news." "My brother owns that store." </good> This short exchange: - Advances plot (reveals connection to crime) - Shows character (cop working late) - Creates tension (unexpected connection) - Sets up future conflict (personal stake) - Example - Dinner Scene: <bad> "Pass the salt." "Here you go." "Thanks." </bad> <good> "Salt?" "Perfect as is. Mother's recipe." "Mother always did prefer... bland things." "Unlike your first wife?" </good> - Example - Office Small Talk: <bad> "Nice weather today." "Yes, very nice." "Good for golf." </bad> <good> "Perfect golf weather." "Shame about your membership." "Temporary suspension. Board meets next week." "I know. I called the vote." </good> </examples> </dialogueFlow> <subtextGuide> - Layer dialogue with hidden meaning: <bad>"I hate you!" she yelled angrily.</bad> <good>"I made your favorite dinner." The burnt pot sat accusingly on the stove.</good> - Create tension through indirect communication: <bad>"Are you cheating on me?"</bad> <good>"Late meeting again?" The lipstick stain on his collar caught the light.</good> <examples> - Example 1 - Unspoken Betrayal: <bad> "Did you tell them about our plans?" "No, I would never betray you." "I don't believe you." </bad> <good> "Funny. Johnson mentioned our expansion plans today." "The market's full of rumors." "Mentioned the exact numbers, actually." The pen in his hand snapped. </good> - Example 2 - Failed Marriage: <bad> "You're never home anymore." "I have to work late." "I miss you." </bad> <good> "Your dinner's in the microwave. Again." "Meetings ran long." "They always do." She folded the same shirt for the third time. </good> - Example 3 - Power Struggle: <bad> "You can't fire me." "I'm the boss." "I'll fight this." </bad> <good> "That's my father's nameplate you're sitting behind." "Was." "The board meeting's on Thursday." </good> </examples> </subtextGuide> <sceneDetail> While writing dialogue makes things more fun, sometimes we need to add detail to not have it be a full on theatre piece. <examples> - Example A (Power Dynamic Scene) <good> "Where's my money?" The ledger snapped shut. "I need more time." "Interesting." He pulled out a familiar gold pocket watch. My mother's. "Time is exactly what you bargained with last month." "That was different-" "Was it?" The watch dangled between us. "Four generations of O'Reillys have wound this every night. Your mother. Your grandmother. Your great-grandmother.Shall we see who winds it next?" </good> - Example B (Action Chase) It's much better to be in the head of the character experiencing it, showing a bit of their though-process, mannerisms and personality: <good> Three rules for surviving a goblin chase in Covent Garden: Don't run straight. Don't look back. Don't let them herd you underground. I broke the first rule at Drury Lane. Rookie mistake. The fruit cart I dodged sailed into the wall behind me. Glass shattered. Someone screamed about insurance. *Tourist season's getting rough*, the scream seemed to say. Londoners adapt fast. "Oi! Market's closed!" The goblin's accent was pure East End. They're evolving. Learning. I spotted the Warren Street tube station sign ahead. *Shit.* There went rule three. </good> - Example C (Crime Scene Investigation) <good> "Greek." Davies snapped photos of the symbols. "No, wait. Reverse Greek." "Someone's been watching too many horror films." I picked up a receipt from the floor. Occult supply shop in Camden. Paid by credit card. *Amateur hour*. "Could be dangerous though," Davies said. "Remember Bristol?" "Bristol was Sanskrit. And actual cultists." I pointed to the nearest symbol. "This genius wrote 'darkness' backwards but used a Sigma instead of an S. It's summoning Instagram followers at best." "Speaking of followers..." Davies pointed to heavy foot traffic in the dust. Multiple sets. All new trainers. *Ah.* "Anyone check local uni paranormal societies?" </good> - Example D (Dialogue-heavy) <good> "Found your card in her wallet." The detective slid it across the table. Worn edges. Folded corner. Three years old at least. "Standard practice. I work missing persons." "Funny thing about missing persons.Eventually they stop being missing. Turn up in the Thames. Under motorways. In pieces." "I don't-" "You found four last year. All breathing." She opened a file. "This would've been your first dead one. If we hadn't found her first." The card felt heavier somehow. </good> </examples> </sceneDetail> <sceneOpenings> KEY RULE: Never open with more than one paragraph of description, no matter how beautiful. Description should be earned through action and dialogue. Instead of opening with setting description, open with: - A character doing something specific - A line of dialogue that raises questions - An unexpected observation - A moment of tension or conflict - Start with a hook that's 1-2 sentences maximum - Follow with a smaller paragraph that provides immediate context - Vary paragraph size from the start to create visual interest </sceneOpenings> </proseGuidelines> Write a chapter based on the following instructions: <instructions> Write a fully fleshed out scene of at least 1000 words in the literary fiction genre. Two old friends who haven't seen each other in years run into each other unexpectedly at a bar. One of them has changed significantly. Through their conversation and the tension between who they were and who they've become, reveal the weight of time and unspoken regret. Use the codex entries above as your world reference for characters and setting. Only include the prose of the scene without any markdown or commentary. </instructions>
Model response
Messages
Meta
AI
Rory snatched the pint glass
from Silas's outstretched hand just as it tipped. Froth sloshed over her knuckles, cold and sticky.
She licked it clean without
thinking, eyes locked on the woman sliding onto the stool two seats down. Eva. But not Eva.
The straight blonde bob framed
a face sharpened by hollow cheeks, lips painted blood-red. Gold hoops swung from lobes pierced three times each, catching the green neon glow filtering through the beaded curtain behind the bar. No trace of the frizzy curls or freckles scrubbed raw from Cardiff winters. "Rory Carter. Still dodging shadows?" Rory set the glass down. Hard.
The scar on her wrist
pulled tight as she gripped the edge. Eva's gaze
flicked
to it. Lingered.
Then she smiled, teeth flashing
white against the crimson. "Si, gin for my long-lost mate here. Make it a double. Neat." Silas nodded once.
His silver signet ring glinted
as he poured.
The slight hitch in his
step
echoed
off the floorboards as he slid the glass across.
Rory caught the hazel stare
he levelled at Eva. Assessing. Like always. "Yu-Fei's got you delivering takeaways still?"
Eva leant in, perfume sharp
with jasmine and something metallic underneath. "Cardiff girl in Soho slinging chow mein. Proper glamorous." Rory sipped her pint. Foam clung to her lip.
She wiped it with her
thumb. "You drove up from Wales?" "Trains are shite. Took the Jag."
Eva tapped manicured nails on
the bar. Click-click. "Daddy's old one. Finally prised it from his garage after the funeral." Funeral.
Brendan Carter's laugh boomed in
Rory's memory, back when court wins meant fish and chips at the pier. But Eva's father?
The barrister rival who'd argued
Brendan down in family court once. "Sorry," Rory said. "Don't be. Heart attack mid-closing argument. Dramatic exit."
Eva knocked back half the
gin. Hissed through her teeth. "Left me the practice. And the debts."
Silas polished a glass in
the corner. Silent. But his rag moved slower now. Rory
traced
the bar's grain with her finger. Old maps peeled at the edges on the walls behind Eva, faded coastlines curling like veins. Black-and-white photos stared down: trench-coated men in doorways, women with victory rolls. "You look good," Rory said. Lie. Eva's collarbones jutted like knife edges. "Bollocks. You always were shite at flattery." Eva laughed, but it cracked.
She swivelled to face Rory
fully, knees brushing hers. "Truth? Cocaine diet. Clients pay premium for sharp. And I am sharp now, Rory. Proper barrister. Handling the dodgy ones. Smugglers. Bent coppers." Rory's
stomach
twisted. Eva back in Cardiff meant lectures from Jennifer over tea, the pair of them plotting escapes from Evan's fists. Eva's idea: London. Fresh start. Flat above a bar. Delivery gig to pay rent. "Speaking of bent,"
Eva continued, voice dropping
. "Heard about your ex. Evan. Did six months for glassing a bloke in a pub. Out now. Asking questions." Rory's
pulse
thudded in her ears. The jazz from the jukebox scratched, trumpet wailing low. "He knows where I am?" Eva shrugged. Hoops jangled. "Not yet. But he's got mates. Rough ones. From the docks." Silas cleared his throat. Placed fresh napkins down. Precise.
His hazel eyes flicked between
them. "Ladies." Eva grinned at him. Wolfish. "Si, love. You're a sight. Still running this dive?" "Dive pays the bills."
He tapped his knee with
a knuckle. Habit. "What brings you to Soho, Eva?" "Business."
She drained the gin
. Signalled for another. "Rory here's my business." Rory shifted. Stool creaked under her. Shoulder-length black hair fell across her face; she tucked it back, exposing the crescent scar. Eva's eyes followed. Always did. "Remember this?" Rory held up her wrist. "Summer fair. You dared me to climb the ferris wheel scaffold." Eva's laugh bubbled again. Sharper this time. "You fell. Busted your arm. Blamed me to your mum."
She mimed Jennifer's Welsh lilt
. "'Eva Ellis, corrupting my girl.'" "Jennifer Ellis now," Rory corrected. Quiet. "Yeah. Married some teacher. Boring as." Eva accepted the second gin from Silas.
His limp dragged heavier as
he turned away, but Rory caught the
tension
in his shoulders. Grey-streaked auburn hair caught the light. Silence pooled between them. Punters murmured at tables, dice rattling in a corner game. Cigarette smoke curled thick, stinging Rory's eyes. Taste of hops lingered on her tongue. "You could've stayed," Eva said finally. Voice low. "Pre-Law. Followed Brendan. Now you're... what? Bike courier?" "Delivery rider. Pays rent." Rory nodded upwards.
Flat above creaked faintly, footsteps
from the tenant next door. Eva snorted. "Above a spy's nest? Silas Blackwood. Ex-MI6, yeah? Spotted the limp. Prague job, rumour has it." Silas spun back. Rag snapped taut in his fist. "Old news." "Not for everyone." Eva's red lips curled.
She leant towards him, elbows
on bar. "Need a favour, Si. Got a client. Needs discreet passage. Dover to Calais. Cash upfront." Rory's breath caught. Silas's signet ring twisted as he gripped the bar's edge. "Not that kind of bar." Eva ignored him. Turned back to Rory. "You left us, Rory. Me and Jen. After Evan. Bolted here. No calls. Nothing." Guilt clawed Rory's throat. Nights curled on the flat's lumpy mattress, Evan's bruises fading but the fear fresh. Eva's texts: *Come back. We'll sort him.* "I needed out." "Out." Eva mocked the word. Spat it. "Look at me. Took over Daddy's firm. Buried him. Now I bury his messes. Smugglers pay better than solicitors." Her hand shot out. Grabbed Rory's wrist. Thumb pressed the scar. Hard. "You think you're safe here? Evan knows Silas's name. The Raven's Nest. Green sign. Soho dive." Rory yanked free. Skin burned white under the pressure. Silas stepped closer. Voice gravel. "Eva. Leave." She slid off the stool. Coat swirled around her ankles, heels clicking sharp on wood. "Not without her." Eva jabbed a finger at Rory. "Old mates stick, yeah? Need you sharp, Rory. Like Cardiff days. Out-the-box thinking." Rory stood. Blue eyes met Eva's faded green. Height even, but Eva swayed, gin hitting hard. "What mess?" "Client's cargo. Not drugs. Papers. MI6 leftovers. Silas's old mates want it back." Silas's face hardened. Ring glinted as
fist clenched
. "Out." Eva laughed. Threw a wad of twenties on the bar. Crisp. New. "Think about it, Rory."
She brushed past, shoulder clipping
Rory's. Hard. "Time weighs heavy. Regrets heavier." Door swung shut behind her. Green neon
flickered
through the glass. Rory exhaled. Sank back onto the stool. Silas poured her a fresh pint. Unasked. Foam settled slow. "Trouble," he muttered. She nodded. Drained half in one go. Footsteps pounded outside. Heavy. Multiple. Glass
shattered
. Door flew inward. Three men burst through, balaclavas low, knives
glinting
under the neon haze. The leader's eyes locked on the stool where Eva had sat. Then on Rory. "Eva Ellis. Where?" Silas vaulted the bar. Limp forgotten. Signet ring caught light as his hand plunged into a drawer. Rory snatched a bottle by the neck. Shards crunched under the intruders' boots.
created_at
"2026-02-20T20:07:42.635Z"
2/20/2026, 8:07:42 PM
model
"x-ai/grok-4.1-fast"
app_id
182717
external_user
(null)
streamed
true
cancelled
false
latency
383
moderation_latency
(null)
generation_time
52912
tokens_prompt
4618
tokens_completion
2103
native_tokens_prompt
4203
native_tokens_completion
3471
native_tokens_completion_images
0
native_tokens_reasoning
1794
native_tokens_cached
151
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
"completed"
usage
0.00255345
router
(null)
provider_responses
0
endpoint_id
"9821aa0e-dce3-4c27-9716-161359123d0b"
id
"4e4f1c5f-1d53-1010-a539-a987d20676b0"
is_byok
false
latency
132
model_permaslug
"x-ai/grok-4.1-fast"
provider_name
"xAI"
status
200
api_type
"completions"
id
"gen-1771618062-a1ycIUvXqIEV92IM1p7G"
upstream_id
"4e4f1c5f-1d53-1010-a539-a987d20676b0"
total_cost
0.00255345
cache_discount
0.00002265
upstream_inference_cost
0
provider_name
"xAI"
Evaluation details
Result
Evaluator
Details
Meta Data
84.62%
Adverbs in dialogue tags
Target: ≤10% dialogue tags with adverbs
totalTags
20
adverbTagCount
3
adverbTags
0
"Eva knocked back [back]"
1
"Eva said finally [finally]"
2
"Rory nodded upwards [upwards]"
dialogueSentences
52
tagDensity
0.385
leniency
0.769
rawRatio
0.15
effectiveRatio
0.115
100.00%
AI-ism adverb frequency
Target: <2% AI-ism adverbs (58 tracked)
wordCount
1168
totalAiIsmAdverbs
0
found
(empty)
highlights
(empty)
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)
40.07%
AI-ism word frequency
Target: <2% AI-ism words (290 tracked)
wordCount
1168
totalAiIsms
14
found
0
word
"flicked"
count
2
1
word
"echoed"
count
1
2
word
"traced"
count
1
3
word
"stomach"
count
1
4
word
"pulse"
count
1
5
word
"lilt"
count
1
6
word
"tension"
count
1
7
word
"silence"
count
1
8
word
"footsteps"
count
2
9
word
"flickered"
count
1
10
word
"shattered"
count
1
11
word
"glinting"
count
1
highlights
0
"flicked"
1
"echoed"
2
"traced"
3
"stomach"
4
"pulse"
5
"lilt"
6
"tension"
7
"silence"
8
"footsteps"
9
"flickered"
10
"shattered"
11
"glinting"
100.00%
Cliché density
Target: ≤1 cliche(s) per 800-word window
totalCliches
1
maxInWindow
1
found
0
label
"jaw/fists clenched"
count
1
highlights
0
"fist clenched"
100.00%
Emotion telling (show vs. tell)
Target: ≤3% sentences with emotion telling
emotionTells
0
narrationSentences
147
matches
(empty)
100.00%
Filter word density
Target: ≤3% sentences with filter/hedge words
filterCount
0
hedgeCount
0
narrationSentences
147
filterMatches
(empty)
hedgeMatches
(empty)
100.00%
Gibberish response detection
Target: ≤1% gibberish-like sentences (hard fail if a sentence exceeds 800 words)
analyzedSentences
179
gibberishSentences
0
adjustedGibberishSentences
0
longSentenceCount
0
runOnParagraphCount
0
giantParagraphCount
0
wordSaladCount
0
repetitionLoopCount
0
controlTokenCount
0
maxSentenceWordsSeen
23
ratio
0
matches
(empty)
100.00%
Markdown formatting overuse
Target: ≤5% words in markdown formatting
markdownSpans
1
markdownWords
5
totalWords
1157
ratio
0.004
matches
0
"Come back. We'll sort him."
100.00%
Missing dialogue indicators (quotation marks)
Target: ≤10% speech attributions without quotation marks
totalAttributions
8
unquotedAttributions
0
matches
(empty)
0.00%
Name drop frequency
Target: ≤1.0 per-name mentions per 100 words
totalMentions
94
wordCount
795
uniqueNames
20
maxNameDensity
3.77
worstName
"Eva"
maxWindowNameDensity
5.5
worstWindowName
"Eva"
discoveredNames
Silas
11
Eva
30
Cardiff
2
Rory
28
Click-click
1
Carter
1
Brendan
2
Hissed
1
Lie
1
Jennifer
2
Evan
2
London
1
Habit
1
Signalled
1
Welsh
1
Quiet
1
Voice
2
Flat
2
Spat
1
Hard
3
persons
0
"Silas"
1
"Eva"
2
"Rory"
3
"Carter"
4
"Brendan"
5
"Jennifer"
6
"Evan"
7
"Voice"
places
0
"Cardiff"
1
"London"
globalScore
0
windowScore
0
100.00%
Narrator intent-glossing
Target: ≤2% narration sentences with intent-glossing patterns
analyzedSentences
54
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
1157
matches
(empty)
100.00%
Overuse of "that" (subordinate clause padding)
Target: ≤2% sentences with "that" clauses
thatCount
0
totalSentences
179
matches
(empty)
100.00%
Paragraph length variance
Target: CV ≥0.5 for paragraph word counts
totalParagraphs
73
mean
15.85
std
11.29
cv
0.712
sampleLengths
0
39
1
53
2
5
3
18
4
15
5
12
6
39
7
26
8
15
9
5
10
26
11
33
12
3
13
25
14
14
15
36
16
12
17
44
18
36
19
26
20
15
21
5
22
15
23
15
24
1
25
5
26
9
27
18
28
12
29
26
30
18
31
7
32
20
33
6
34
35
35
28
36
16
37
17
38
18
39
9
40
2
41
29
42
13
43
5
44
7
45
14
46
25
47
3
48
26
49
12
100.00%
Passive voice overuse
Target: ≤2% passive sentences
passiveCount
0
totalSentences
147
matches
(empty)
100.00%
Past progressive (was/were + -ing) overuse
Target: ≤2% past progressive verbs
pastProgressiveCount
0
totalVerbs
169
matches
(empty)
100.00%
Em-dash & semicolon overuse
Target: ≤2% sentences with em-dashes/semicolons
emDashCount
0
semicolonCount
1
flaggedSentences
1
totalSentences
179
ratio
0.006
matches
0
"Shoulder-length black hair fell across her face; she tucked it back, exposing the crescent scar."
100.00%
Purple prose (modifier overload)
Target: <4% adverbs, <2% -ly adverbs, no adj stacking
wordCount
802
adjectiveStacks
0
stackExamples
(empty)
adverbCount
22
adverbRatio
0.02743142144638404
lyAdverbCount
4
lyAdverbRatio
0.004987531172069825
100.00%
Repeated phrase echo
Target: ≤20% sentences with echoes (window: 2)
totalSentences
179
echoCount
0
echoWords
(empty)
100.00%
Sentence length variance
Target: CV ≥0.4 for sentence word counts
totalSentences
179
mean
6.46
std
4.95
cv
0.766
sampleLengths
0
13
1
8
2
18
3
1
4
3
5
14
6
22
7
13
8
5
9
5
10
1
11
12
12
5
13
1
14
9
15
12
16
3
17
8
18
16
19
9
20
1
21
2
22
17
23
9
24
4
25
5
26
6
27
5
28
13
29
1
30
12
31
1
32
18
33
3
34
11
35
3
36
14
37
4
38
7
39
7
40
1
41
6
42
8
43
16
44
12
45
5
46
1
47
6
48
12
49
9
97.95%
Sentence opener variety
Target: ≥60% unique sentence openers
consecutiveRepeats
3
diversityRatio
0.5977653631284916
totalSentences
179
uniqueOpeners
107
100.00%
Adverb-first sentence starts
Target: ≥3% sentences starting with an adverb
adverbCount
4
totalSentences
108
matches
0
"Then she smiled, teeth flashing"
1
"Flat above a bar."
2
"Flat above creaked faintly, footsteps"
3
"Then on Rory."
ratio
0.037
100.00%
Pronoun-first sentence starts
Target: ≤30% sentences starting with a pronoun
pronounCount
14
totalSentences
108
matches
0
"She licked it clean without"
1
"His silver signet ring glinted"
2
"She wiped it with her"
3
"She swivelled to face Rory"
4
"His hazel eyes flicked between"
5
"He tapped his knee with"
6
"She drained the gin"
7
"She mimed Jennifer's Welsh lilt"
8
"His limp dragged heavier as"
9
"She leant towards him, elbows"
10
"We'll sort him.*"
11
"Her hand shot out."
12
"She slid off the stool."
13
"She brushed past, shoulder clipping"
ratio
0.13
71.11%
Subject-first sentence starts
Target: ≤72% sentences starting with a subject
subjectCount
84
totalSentences
108
matches
0
"Rory snatched the pint glass"
1
"Froth sloshed over her knuckles,"
2
"She licked it clean without"
3
"The straight blonde bob framed"
4
"Rory set the glass down."
5
"The scar on her wrist"
6
"Eva's gaze flicked to it."
7
"Silas nodded once."
8
"His silver signet ring glinted"
9
"The slight hitch in his"
10
"Rory caught the hazel stare"
11
"Eva leant in, perfume sharp"
12
"Rory sipped her pint."
13
"Foam clung to her lip."
14
"She wiped it with her"
15
"Eva tapped manicured nails on"
16
"Brendan Carter's laugh boomed in"
17
"The barrister rival who'd argued"
18
"Eva knocked back half the"
19
"Silas polished a glass in"
ratio
0.778
0.00%
Subordinate conjunction sentence starts
Target: ≥2% sentences starting with a subordinating conjunction
subConjCount
0
totalSentences
108
matches
(empty)
ratio
0
100.00%
Technical jargon density
Target: ≤6% sentences with technical-jargon patterns
analyzedSentences
22
technicalSentenceCount
0
matches
(empty)
75.00%
Useless dialogue additions
Target: ≤5% dialogue tags with trailing filler fragments
totalTags
20
uselessAdditionCount
2
matches
0
"Eva continued, voice dropping"
1
"She brushed, shoulder clipping Rory's"
73.08%
Dialogue tag variety (said vs. fancy)
Target: ≤10% fancy dialogue tags
totalTags
7
fancyCount
4
fancyTags
0
"Eva laughed (laugh)"
1
"Eva continued (continue)"
2
"Rory corrected (correct)"
3
"he muttered (mutter)"
dialogueSentences
52
tagDensity
0.135
leniency
0.269
rawRatio
0.571
effectiveRatio
0.154
88.0608%