NC Bench
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Run: 2026-02-20-01KHY84CHDVGYQP5DWNVJG6AMD
Run Details
Model:
Gemma 3 27B
Test:
Bad Writing Habits
Scenario:
Literary fiction: old friends reunite
Duration:
42.7s
Cost:
$0.001097
Provider:
Nebius
Evaluation summary
Score
Evaluator
Details Link
48.48%
Adverbs in dialogue tags
(details)
69.72%
AI-ism adverb frequency
(details)
80.00%
AI-ism character names
(details)
100.00%
AI-ism location names
(details)
39.43%
AI-ism word frequency
(details)
66.67%
Cliché density
(details)
100.00%
Emotion telling (show vs. tell)
(details)
96.77%
Filter word density
(details)
100.00%
Gibberish response detection
(details)
100.00%
Markdown formatting overuse
(details)
100.00%
Missing dialogue indicators (quotation marks)
(details)
100.00%
Name drop frequency
(details)
95.05%
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)
71.43%
Em-dash & semicolon overuse
(details)
77.98%
Purple prose (modifier overload)
(details)
100.00%
Repeated phrase echo
(details)
100.00%
Sentence length variance
(details)
60.83%
Sentence opener variety
(details)
100.00%
Adverb-first sentence starts
(details)
0.00%
Pronoun-first sentence starts
(details)
48.98%
Subject-first sentence starts
(details)
42.37%
Subordinate conjunction sentence starts
(details)
100.00%
Technical jargon density
(details)
0.00%
Useless dialogue additions
(details)
100.00%
Dialogue tag variety (said vs. fancy)
(details)
79.9242%
Overall
Model input
System
You are an expert and award-winning novel writer in the dark Literary Fiction genre. Your readers are hooked on your stories and can't wait to read the book you have in store. <important> - MUST: Start each chapter in medias res (in the middle of action). AVOID talking about the weather, time of day, the position of the sun, or other boring stuff. - The instructions/summary are just a that, a summary. Feel free to add details, stretch sections and add interesting transitions/descriptions/fillers. - When called for it, have fast-paced action, but otherwise take things slow. This is an experience, and not for people with short attention spans. Enjoy the wine, not slurp Red Bull. - Add descriptions when transitioning places/times/etc, or when coming by new places (e.g. a corner shop, a cafe, etc.). But remember: NOT at the start or end of a chapter. - MUST: AVOID ending in internal monologue, reminiscing or waiting for the next day. A good chapter end is when we're ending right when shit hits the fan. We want to have the reader be excited for what comes next. So no reminiscing, contemplating or summarizing the day. It's popcorn time! </important>
User/Human
Take into account the following glossary of characters/locations/items/lore... when writing your response: <codex> <character id="4412" name="Aurora Carter" aliases="Rory, Laila, Aurora, Carter, Malphora" pronouns="she/her" species="Human" storyRole="Protagonist"> <eyeColor>bright blue</eyeColor> <hair>straight shoulder-length black</hair> <height>5'6"</height> <age>25</age> <scar>small crescent-shaped scar on her left wrist from a childhood accident</scar> <description>Aurora, referred to by her friends as Rory, is cool-headed, intelligent, and known for quick out-of-the-box thinking.</description> <backstory>Born in Cardiff to an Irish barrister father (Brendan Carter) and Welsh teacher mother (Jennifer Carter née Ellis), Rory reluctantly pursued Pre-Law at Cardiff University. She fled to London at the behest of her childhood friend Eva after leaving an abusive ex named Evan. By day, Rory works part-time as a delivery person for Yu-Fei Cheung's Golden Empress restaurant. She lives in a flat above Silas' bar.</backstory> </character> <character id="4413" name="Silas Blackwood" aliases="Silas, Si, the Spymaster" pronouns="he/him" species="Human" storyRole="Mentor"> <eyeColor>hazel</eyeColor> <hair>grey-streaked auburn</hair> <height>6'1"</height> <age>58</age> <beard>neatly trimmed, matching his grey-streaked auburn hair</beard> <limp>slight limp in his left leg from an old knee injury</limp> <signetRing>silver signet ring, always worn on his right hand</signetRing> <description>Silas is a retired intelligence operative turned bar owner. He carries himself with quiet authority.</description> <backstory>Former MI6 field agent who retired after a botched operation in Prague left him with a permanent knee injury. He opened "The Raven's Nest" bar in Soho as a front for his network of contacts.</backstory> </character> <location id="854" name="The Raven's Nest" aliases="the Nest, Raven, Silas' bar" realm="Earth"> <signColor>distinctive green neon sign above the entrance</signColor> <secretRoom>hidden back room accessible through a bookshelf, used for clandestine meetings</secretRoom> <description>A dimly lit bar in Soho, London. The walls are covered with old maps and black-and-white photographs.</description> </location> </codex> <proseGuidelines> <styleGuide> - Write in past tense and use British English spelling and grammar - Keep a Flesch reading ease score of 60 - Respect the the Royal Order of Adjectives: The order is: opinion, size, age, shape, color, origin, material, purpose, followed by the noun itself (e.g., "a lovely little old rectangular green French silver whittling knife") - Respect the ablaut reduplication rule (e.g. tick-tock, flip-flop) - Write in active voice - Passive voice: <bad>The book was read by Sarah.</bad> - Active voice: <good>Sarah read the book.</good> - Reduce the use of passive verbs - <bad>For a moment, I was tempted to throw in the towel.</bad> - <good>For a moment, I felt tempted to throw in the towel.</good> - Avoid misplaced modifiers that can cause confusion when starting with "-ing" words: - <bad>Considering going to the store, the empty fridge reflected in Betty's eyes.</bad> - <good>Betty stared into the empty fridge. It was time to go to the store.</good> - Avoid redundant adverbs that state the obvious meaning already contained in the verb: - <bad>She whispered quietly to her mom.</bad> - <good>She whispered to her mom.</good> - Use stronger, more descriptive verbs over weak ones: - <bad>Daniel drove quickly to his mother's house.</bad> - <good>Daniel raced to his mother's house.</good> - Omit adverbs that don't add solid meaning like "extremely", "definitely", "truly", "very", "really": - <bad>The movie was extremely boring.</bad> - <good>The movie was dull.</good> - Use adverbs to replace clunky phrasing when they increase clarity: - <bad>He threw the bags into the corner in a rough manner.</bad> - <good>He threw the bags into the corner roughly.</good> - Avoid making simple thoughts needlessly complex: - <bad>After I woke up in the morning the other day, I went downstairs, turned on the stove, and made myself a very good omelet.</bad> - <good>I cooked a delicious omelet for breakfast yesterday morning.</good> - Never backload sentences by putting the main idea at the end: - <bad>I decided not to wear too many layers because it's really hot outside.</bad> - <good>It's sweltering outside today, so I dressed light.</good> - Omit nonessential details that don't contribute to the core meaning: - <bad>It doesn't matter what kind of coffee I buy, where it's from, or if it's organic or not—I need to have cream because I really don't like how the bitterness makes me feel.</bad> - <good>I add cream to my coffee because the bitter taste makes me feel unwell.</good> - Always follow the "show, don't tell" principle. For instance: - Telling: <bad>Michael was terribly afraid of the dark.</bad> - Showing: <good>Michael tensed as his mother switched off the light and left the room.</good>- Telling: <bad>I walked through the forest. It was already Fall, and I was getting cold.</bad> - Showing: <good>Dry orange leaves crunched under my feet. I pulled my coat's collar up and rubbed my hands together.</good>- Add sensory details (sight, smell, taste, sound, touch) to support the "showing" (but keep an active voice) - <bad>The room was filled with the scent of copper.</bad> - <good>Copper stung my nostrils. Blood. Recent.</good> - Use descriptive language more sporadically. While vivid descriptions are engaging, human writers often use them in bursts rather than consistently throughout a piece. When adding them, make them count! Like when we transition from one location to the next, or someone is reminiscing their past, or explaining a concept/their dream... - Avoid adverbs and clichés and overused/commonly used phrases. Aim for fresh and original descriptions. - Avoid writing all sentences in the typical subject, verb, object structure. Mix short, punchy sentences with long, descriptive ones. Drop fill words to add variety. Like so: <good>Locked. Seems like someone doesn't want his secrets exposed. I can work with that.</good> - Convey events and story through dialogue. It is important to keep a unique voice for every character and make it consistent. - Write dialogue that reveals characters' personalities, motivations, emotions, and attitudes in an interesting and compelling manner - Leave dialogue unattributed. If needed, only use "he/she said" dialogue tags and convey people's actions or face expressions through their speech. Dialogue always is standalone, never part of a paragraph. Like so: - <bad>"I don't know," Helena said nonchalantly, shrugging her shoulders</bad> - <good>"No idea" "Why not? It was your responsibility"</good> - Avoid boring and mushy dialog and descriptions, have dialogue always continue the action, never stall or include unnecessary fluff. Vary the descriptions to not repeat yourself. Avoid conversations that are just "Let's go" "yes, let's" or "Are you ready?" "Yes I'm ready". Those are not interesting. Think hard about every situtation and word of text before writing dialogue. If it doesn't serve a purpose and it's just people talking about their day, leave it. No one wants to have a normal dinner scene, something needs to happen for it to be in the story. Words are expensive to print, so make sure they count! - Put dialogue on its own paragraph to separate scene and action. - Use body language to reveal hidden feelings and implied accusations- Imply feelings and thoughts, never state them directly - NEVER use indicators of uncertainty like "trying" or "maybe" - NEVER use em-dashes, use commas for asides instead </styleGuide> <voiceGuide> Each character in the story needs to have distinct speech patterns: - Word choice preferences - Sentence length tendencies - Cultural/educational influences - Verbal tics and catchphrases Learn how each person talks and continue in their style, and use their Codex entries as reference. <examples> - <bad>"We need to go now." "Yes, we should leave." "I agree."</bad> <good>"Time's up." "Indeed, our departure is rather overdue." "Whatever, let's bounce."</good> - Power Dynamic Example: <bad> "We need to discuss the contract." "Yes, let's talk about it." "I have concerns." </bad> <good> "A word about the contract." "Of course, Mr. Blackwood. Whatever you need." "The terms seem..." A manicured nail tapped the desk. "Inadequate." "I can explain every-" "Can you?" </good> </examples> </voiceGuide> <dialogueFlow> When writing dialogue, consider that it usually has a goal in mind, which gives it a certain flow. Make dialogue sections also quite snappy in the back and forth, and don't spread the lines out as much. It's good to have details before, after, or as a chunk in-between, but we don't want to have a trail of "dialogue breadcrumbs" spread throughout a conversation. <examples> - Pattern 1 - Question/Deflection/Revelation: <good> "Where were you last night?" "Work. The usual." "Lipstick's an interesting shade for spreadsheets." </good> - Pattern 2 - Statement/Contradiction/Escalation: <good> "Your brother's clean." "Tommy doesn't touch drugs." "I'm holding his tox screen." </good> - Pattern 3 - Observation/Denial/Truth: <good> "That's a new watch." "Birthday gift." "We both know what birthdays mean in this business." </good> - Example - A Simple Coffee Order: <bad> "I'll have a coffee." "What size?" "Large, please." </bad> <good> "Black coffee.""Size?""Large. Been a long night." "That bodega shooting?" "You watch too much news." "My brother owns that store." </good> This short exchange: - Advances plot (reveals connection to crime) - Shows character (cop working late) - Creates tension (unexpected connection) - Sets up future conflict (personal stake) - Example - Dinner Scene: <bad> "Pass the salt." "Here you go." "Thanks." </bad> <good> "Salt?" "Perfect as is. Mother's recipe." "Mother always did prefer... bland things." "Unlike your first wife?" </good> - Example - Office Small Talk: <bad> "Nice weather today." "Yes, very nice." "Good for golf." </bad> <good> "Perfect golf weather." "Shame about your membership." "Temporary suspension. Board meets next week." "I know. I called the vote." </good> </examples> </dialogueFlow> <subtextGuide> - Layer dialogue with hidden meaning: <bad>"I hate you!" she yelled angrily.</bad> <good>"I made your favorite dinner." The burnt pot sat accusingly on the stove.</good> - Create tension through indirect communication: <bad>"Are you cheating on me?"</bad> <good>"Late meeting again?" The lipstick stain on his collar caught the light.</good> <examples> - Example 1 - Unspoken Betrayal: <bad> "Did you tell them about our plans?" "No, I would never betray you." "I don't believe you." </bad> <good> "Funny. Johnson mentioned our expansion plans today." "The market's full of rumors." "Mentioned the exact numbers, actually." The pen in his hand snapped. </good> - Example 2 - Failed Marriage: <bad> "You're never home anymore." "I have to work late." "I miss you." </bad> <good> "Your dinner's in the microwave. Again." "Meetings ran long." "They always do." She folded the same shirt for the third time. </good> - Example 3 - Power Struggle: <bad> "You can't fire me." "I'm the boss." "I'll fight this." </bad> <good> "That's my father's nameplate you're sitting behind." "Was." "The board meeting's on Thursday." </good> </examples> </subtextGuide> <sceneDetail> While writing dialogue makes things more fun, sometimes we need to add detail to not have it be a full on theatre piece. <examples> - Example A (Power Dynamic Scene) <good> "Where's my money?" The ledger snapped shut. "I need more time." "Interesting." He pulled out a familiar gold pocket watch. My mother's. "Time is exactly what you bargained with last month." "That was different-" "Was it?" The watch dangled between us. "Four generations of O'Reillys have wound this every night. Your mother. Your grandmother. Your great-grandmother.Shall we see who winds it next?" </good> - Example B (Action Chase) It's much better to be in the head of the character experiencing it, showing a bit of their though-process, mannerisms and personality: <good> Three rules for surviving a goblin chase in Covent Garden: Don't run straight. Don't look back. Don't let them herd you underground. I broke the first rule at Drury Lane. Rookie mistake. The fruit cart I dodged sailed into the wall behind me. Glass shattered. Someone screamed about insurance. *Tourist season's getting rough*, the scream seemed to say. Londoners adapt fast. "Oi! Market's closed!" The goblin's accent was pure East End. They're evolving. Learning. I spotted the Warren Street tube station sign ahead. *Shit.* There went rule three. </good> - Example C (Crime Scene Investigation) <good> "Greek." Davies snapped photos of the symbols. "No, wait. Reverse Greek." "Someone's been watching too many horror films." I picked up a receipt from the floor. Occult supply shop in Camden. Paid by credit card. *Amateur hour*. "Could be dangerous though," Davies said. "Remember Bristol?" "Bristol was Sanskrit. And actual cultists." I pointed to the nearest symbol. "This genius wrote 'darkness' backwards but used a Sigma instead of an S. It's summoning Instagram followers at best." "Speaking of followers..." Davies pointed to heavy foot traffic in the dust. Multiple sets. All new trainers. *Ah.* "Anyone check local uni paranormal societies?" </good> - Example D (Dialogue-heavy) <good> "Found your card in her wallet." The detective slid it across the table. Worn edges. Folded corner. Three years old at least. "Standard practice. I work missing persons." "Funny thing about missing persons.Eventually they stop being missing. Turn up in the Thames. Under motorways. In pieces." "I don't-" "You found four last year. All breathing." She opened a file. "This would've been your first dead one. If we hadn't found her first." The card felt heavier somehow. </good> </examples> </sceneDetail> <sceneOpenings> KEY RULE: Never open with more than one paragraph of description, no matter how beautiful. Description should be earned through action and dialogue. Instead of opening with setting description, open with: - A character doing something specific - A line of dialogue that raises questions - An unexpected observation - A moment of tension or conflict - Start with a hook that's 1-2 sentences maximum - Follow with a smaller paragraph that provides immediate context - Vary paragraph size from the start to create visual interest </sceneOpenings> </proseGuidelines> Write a chapter based on the following instructions: <instructions> Write a fully fleshed out scene of at least 1000 words in the literary fiction genre. Two old friends who haven't seen each other in years run into each other unexpectedly at a bar. One of them has changed significantly. Through their conversation and the tension between who they were and who they've become, reveal the weight of time and unspoken regret. Use the codex entries above as your world reference for characters and setting. Only include the prose of the scene without any markdown or commentary. </instructions>
Model response
Messages
Meta
AI
The chipped ice clinked against
glass, a tiny, brittle counterpoint to the bass thrumming through the floor.
I hadn't asked for another
gin, but the bartender, a fresh-faced lad who looked barely legal, had already started pouring.
He caught my eye, gave
a hesitant smile, and I managed a weak one back.
Just another Tuesday night at
The Raven’s Nest.
Another Tuesday night meticulously avoiding
eye contact and nursing a habit. Then I saw him. Leaning against the far wall, partially obscured by a towering stack of aged maps, was a silhouette I hadn’t consciously registered in nearly a decade. Too broad in the shoulders, perhaps.
A familiar set to the
jaw. But the hair…the hair was wrong.
It used to be a
chaotic
shock of auburn, perpetually falling into his eyes.
Now, it was silver-streaked, neatly
combed back, and…thinning. It couldn’t be.
He turned, and our eyes
met.
Recognition bloomed slowly, a reluctant
flower pushing through frozen ground. “Rory?”
His voice was deeper, roughened
by something I couldn’t place. Years, most likely. Or something else.
I straightened, my hand tightening
around the glass. “Leo.”
The name felt foreign on
my tongue, a forgotten relic.
He pushed off the wall
and moved towards me, a hesitant gait in his step. Not the confident stride I remembered. Not the Leo who could
charm
a viper into setting down its fangs. There was a stiffness to him, a careful calculation in each movement.
He hadn't seemed to age
so much as…hollowed out. “Well, this is a surprise,”
he said, stopping a foot
away. He didn’t offer a hug, and I found myself strangely relieved. “Last I heard, you’d gone
completely
off-grid.” “Something like that.”
I took a sip of
my gin, needing the burn to ground me. The taste felt acrid, unfamiliar. “Still running this place, I see.” “Silas keeps it afloat,”
he gestured around the dimly
lit bar with a sweep of his hand. The Ravens Nest hadn’t changed much. Still smelled of stale beer, old wood, and secrets. “I just…consult.” “Consult?” The word
hung in the air
, small and insufficient. Leo, the aspiring architect, the man obsessed with designing sustainable, light-filled spaces. Consulting at a Soho dive bar? Something had gone terribly wrong. He offered a tight smile. “Let’s just say my designs never quite made it off the drawing board. The industry took a hit. Opportunities…shifted.” Shifts. That was one way to put it.
I remembered the fire in
his eyes when he talked about his work, his
unwavering
belief in the power of good design to improve people’s lives. That fire
was gone
now, replaced by a weary resignation. “You always were terribly ambitious,”
I said, my voice flat
.
I hadn't intended it to
sound so brittle. “And you always were remarkably…grounded,”
he countered, his gaze lingering
a moment too long on my face. “Even back then. Always the sensible one.” “Someone had to be.”
I didn’t elaborate, didn't mention
the years I’d spent chasing reckless dreams, the disastrous relationship I'd fled, the deliberate self-destruction.
He didn’t need to know
all that. “What brings you here, Rory? Besides a sudden craving for mediocre gin?” “Work,” I said, stating the obvious. “Delivery. Golden Empress. You know how it is.” I gestured towards the insulated bag slung over my shoulder. The smell of General Tso’s chicken
seemed particularly pathetic in the smoky atmosphere
. He nodded
slowly
. “Right. The food courier life.” A
flicker
of something – pity? Disappointment? – crossed his face. “It pays the rent.” I offered him a small, defiant smile. “And keeps me off the streets.” A
silence
descended, thick and uncomfortable. The bass from the stereo
seemed to
intensify,
pounding
against my chest. I watched a couple argue
softly
in a booth nearby, their faces illuminated by the flickering candlelight. “You look…good,”
he said finally, the words sounding forced
. “So do you. Just…different.” “Different how?” “Older. Wiser, maybe. Definitely less…spontaneous.” He laughed, a short, humourless sound. “Spontaneity got me into a lot of trouble.” “It got *
us
* into a lot of trouble.” The words slipped out before I could stop them. The air thickened. He flinched, a barely perceptible movement, but I saw it. He hadn't forgotten. Hadn’t forgotten the summer we spent driving across Europe in a stolen Mini Cooper, the reckless abandon, the stolen kisses under the Tuscan moon. Hadn’t forgotten the promises we made, the futures we imagined. “That was a long time ago, Rory.” “Some things stay with you. Like bad decisions.” I regretted the jab immediately. It was unnecessarily cruel. He didn’t react, merely took a slow sip of his drink – scotch, I noticed, a change from the cheap beer he used to favour. “We were young. Impulsive.” “We were idiots,” I corrected. "Beautiful, breathtaking idiots." “And you were the voice of reason, reminding
us
that a €50 speeding ticket was hardly worth the scenery.” He managed a genuine smile this time, a ghost of the boy I remembered. It didn’t
quite reach his eyes
. “Someone had to keep
us
out of jail.” “You always did. You always will.” He paused. “I
tried to
find you, you know. After…everything. But you disappeared.” “I needed to disappear,”
I said, my voice barely a whisper
. “I needed to rebuild.” The phrase felt inadequate, a flimsy excuse for the years of solitude. “Rebuild what?” The question
hung in the air
, heavy with
unspoken
history. I took another gulp of my gin, the alcohol doing little to numb the ache in my chest. “Everything.” “And have you?” I hesitated. “Not entirely.” “No,” he said
softly
, looking away. He ran a hand through his thinning hair. “I suppose not.” He shifted his
weight
, then reached inside his jacket and pulled out a slim silver case. He offered me a cigarette. I hadn’t smoked in years, but I took one anyway. The ritual felt…
familiar
. Comforting, even. He lit both our cigarettes with a silver lighter, the flame illuminating the lines
etched
around his eyes. “I heard about Evan,” he said quietly. My hand
trembled
, sending a shower of sparks into the air. “How?” “Silas has ears everywhere. Said it was…bad.” Bad didn't even
begin to
cover it. “It was.” “I'm sorry, Rory.” It wasn’t much, but it was enough. Enough to crack the
carefully
constructed
wall I’d built around my heart. “I should have listened to you,”
I said, the words choked with emotion
. “About…everything.” He shook his head. “Don’t. We both made mistakes.” “But you were right. I was being reckless, chasing a fantasy. And you
tried to
warn me.” I remembered the arguments, the frustration in his voice, the way he'd
tried to
ground me when I
was spiralling
. “We were both young and foolish." "I ran away,"
I offered, my voice low
. "I broke your heart. And I left without a word." A dark smile pulled at his lips. “You always did have a flair for the dramatic.” "And you, the graceful exit." A newcomer squeezing past
us
bumped into Leo’s shoulder. He stumbled
slightly
, cursing under his breath. I reached out to steady him, and our hands brushed. A shock, faint but undeniable, ran through me.
Then, a woman’s voice cut
through the haze of smoke and regret. “Leo? Darling, there you are. I’ve been looking everywhere.” A woman, impeccably dressed in a tailored black suit, appeared at his side. She placed a hand on his arm, her touch possessive. Her eyes met mine, cold and assessing. “This is…a friend, Leo?”
she asked, her voice dripping with suspicion
. “An old friend,”
he said, his gaze avoiding mine
. “Rory Carter. We haven’t seen each other in years.” The woman’s lips curved into a tight, polite smile. “How…nice.” She turned to Leo. “Darling, Mr.
Henderson
is waiting. We
really
must go.” Leo hesitated, glancing between the woman and me. The choice was obvious. He was no longer the reckless boy I knew. He had a life now, a
carefully
constructed
one. And I clearly didn't fit into it. He nodded curtly at me. “It was good to see you, Rory.”
Then, he turned and walked
away, his arm around the woman’s waist. They disappeared into the crowd, swallowed by the dim light and the pulsing music. I stood there, the cigarette burning between my fingers, the taste of ash bitter on my tongue. The bartender cleared his throat, offering me another gin. “On the house,” he said quietly. “Looks like you need it.” I didn’t respond, didn’t even look at him. I just raised my glass and drank, the burn a welcome distraction from the ache in my chest. It was a small thing, but that ghost of a touch - the shock running up my arm when our hands brushed. It meant something. And as the bass
throbbed
, and the crowd jostled around me, I knew, with
chilling
certainty, that this wasn’t a coincidence. It was a warning.
created_at
"2026-02-20T19:23:53.283Z"
2/20/2026, 7:23:53 PM
model
"google/gemma-3-27b-it"
app_id
182717
external_user
(null)
streamed
true
cancelled
false
latency
468
moderation_latency
(null)
generation_time
42613
tokens_prompt
4642
tokens_completion
2429
native_tokens_prompt
4505
native_tokens_completion
2154
native_tokens_completion_images
(null)
native_tokens_reasoning
0
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
0.0010967
router
(null)
provider_responses
0
endpoint_id
"db3af039-8c6e-4b32-bbf5-c858d644d1b5"
id
"chatcmpl-14432f961958434ca9f777b419bbfaaa"
is_byok
false
latency
468
model_permaslug
"google/gemma-3-27b-it"
provider_name
"Nebius"
status
200
api_type
"completions"
id
"gen-1771615433-Eoa3PRI3juDi2lciRx2c"
upstream_id
"chatcmpl-14432f961958434ca9f777b419bbfaaa"
total_cost
0.0010967
cache_discount
(null)
upstream_inference_cost
0
provider_name
"Nebius"
Evaluation details
Result
Evaluator
Details
Meta Data
48.48%
Adverbs in dialogue tags
Target: ≤10% dialogue tags with adverbs
totalTags
29
adverbTagCount
5
adverbTags
0
"he gestured around [around]"
1
"he said finally [finally]"
2
"he said softly [softly]"
3
"he said quietly [quietly]"
4
"he said quietly [quietly]"
dialogueSentences
66
tagDensity
0.439
leniency
0.879
rawRatio
0.172
effectiveRatio
0.152
69.72%
AI-ism adverb frequency
Target: <2% AI-ism adverbs (58 tracked)
wordCount
1486
totalAiIsmAdverbs
9
found
0
adverb
"slowly"
count
2
1
adverb
"completely"
count
1
2
adverb
"softly"
count
2
3
adverb
"carefully"
count
2
4
adverb
"slightly"
count
1
5
adverb
"really"
count
1
highlights
0
"slowly"
1
"completely"
2
"softly"
3
"carefully"
4
"slightly"
5
"really"
80.00%
AI-ism character names
Target: 0 AI-default names (16 tracked, −20% each)
codexExemptions
0
"Blackwood"
found
0
"Henderson"
100.00%
AI-ism location names
Target: 0 AI-default location names (33 tracked, −20% each)
codexExemptions
(empty)
found
(empty)
39.43%
AI-ism word frequency
Target: <2% AI-ism words (290 tracked)
wordCount
1486
totalAiIsms
18
found
0
word
"familiar"
count
2
1
word
"chaotic"
count
1
2
word
"charm"
count
1
3
word
"unwavering"
count
1
4
word
"flicker"
count
1
5
word
"silence"
count
1
6
word
"pounding"
count
1
7
word
"whisper"
count
1
8
word
"unspoken"
count
1
9
word
"weight"
count
1
10
word
"comforting"
count
1
11
word
"etched"
count
1
12
word
"trembled"
count
1
13
word
"constructed"
count
2
14
word
"throbbed"
count
1
15
word
"chilling"
count
1
highlights
0
"familiar"
1
"chaotic"
2
"charm"
3
"unwavering"
4
"flicker"
5
"silence"
6
"pounding"
7
"whisper"
8
"unspoken"
9
"weight"
10
"comforting"
11
"etched"
12
"trembled"
13
"constructed"
14
"throbbed"
15
"chilling"
66.67%
Cliché density
Target: ≤1 cliche(s) per 800-word window
totalCliches
2
maxInWindow
2
found
0
label
"hung in the air"
count
2
highlights
0
"hung in the air"
100.00%
Emotion telling (show vs. tell)
Target: ≤3% sentences with emotion telling
emotionTells
0
narrationSentences
124
matches
(empty)
96.77%
Filter word density
Target: ≤3% sentences with filter/hedge words
filterCount
0
hedgeCount
4
narrationSentences
124
filterMatches
(empty)
hedgeMatches
0
"seemed to"
1
"begin to"
2
"tried to"
100.00%
Gibberish response detection
Target: ≤1% gibberish-like sentences (hard fail if a sentence exceeds 800 words)
analyzedSentences
160
gibberishSentences
0
adjustedGibberishSentences
0
longSentenceCount
0
runOnParagraphCount
0
giantParagraphCount
0
wordSaladCount
0
repetitionLoopCount
0
controlTokenCount
0
maxSentenceWordsSeen
37
ratio
0
matches
(empty)
100.00%
Markdown formatting overuse
Target: ≤5% words in markdown formatting
markdownSpans
1
markdownWords
1
totalWords
1485
ratio
0.001
matches
0
"us"
100.00%
Missing dialogue indicators (quotation marks)
Target: ≤10% speech attributions without quotation marks
totalAttributions
17
unquotedAttributions
0
matches
(empty)
100.00%
Name drop frequency
Target: ≤1.0 per-name mentions per 100 words
totalMentions
20
wordCount
1132
uniqueNames
14
maxNameDensity
0.44
worstName
"Leo"
maxWindowNameDensity
1.5
worstWindowName
"Leo"
discoveredNames
Tuesday
2
Raven
1
Nest
2
Years
1
Leo
5
Ravens
1
Soho
1
General
1
Tso
1
Disappointment
1
Europe
1
Mini
1
Cooper
1
Tuscan
1
persons
0
"Nest"
1
"Leo"
2
"Tso"
3
"Mini"
4
"Cooper"
places
0
"Raven"
1
"Years"
2
"Soho"
3
"Europe"
globalScore
1
windowScore
1
95.05%
Narrator intent-glossing
Target: ≤2% narration sentences with intent-glossing patterns
analyzedSentences
91
glossingSentenceCount
2
matches
0
"seemed particularly pathetic in the smoky atmosphere"
1
"quite reach his eyes"
100.00%
"Not X but Y" pattern overuse
Target: ≤1 "not X but Y" per 1000 words
totalMatches
0
per1kWords
0
wordCount
1485
matches
(empty)
100.00%
Overuse of "that" (subordinate clause padding)
Target: ≤2% sentences with "that" clauses
thatCount
0
totalSentences
160
matches
(empty)
100.00%
Paragraph length variance
Target: CV ≥0.5 for paragraph word counts
totalParagraphs
71
mean
20.92
std
15.11
cv
0.723
sampleLengths
0
71
1
4
2
65
3
3
4
6
5
27
6
19
7
55
8
29
9
27
10
34
11
33
12
24
13
44
14
18
15
24
16
31
17
12
18
37
19
19
20
17
21
35
22
9
23
4
24
2
25
5
26
14
27
17
28
50
29
7
30
17
31
29
32
8
33
39
34
8
35
19
36
27
37
2
38
29
39
3
40
4
41
17
42
36
43
18
44
7
45
12
46
7
47
9
48
3
49
19
100.00%
Passive voice overuse
Target: ≤2% passive sentences
passiveCount
1
totalSentences
124
matches
0
"was gone"
100.00%
Past progressive (was/were + -ing) overuse
Target: ≤2% past progressive verbs
pastProgressiveCount
1
totalVerbs
210
matches
0
"was spiralling"
71.43%
Em-dash & semicolon overuse
Target: ≤2% sentences with em-dashes/semicolons
emDashCount
4
semicolonCount
0
flaggedSentences
4
totalSentences
160
ratio
0.025
matches
0
"“Right. The food courier life.” A flicker of something – pity?"
1
"– crossed his face."
2
"He didn’t react, merely took a slow sip of his drink – scotch, I noticed, a change from the cheap beer he used to favour."
3
"It was a small thing, but that ghost of a touch - the shock running up my arm when our hands brushed."
77.98%
Purple prose (modifier overload)
Target: <4% adverbs, <2% -ly adverbs, no adj stacking
wordCount
1132
adjectiveStacks
1
stackExamples
0
"sustainable, light-filled spaces."
adverbCount
59
adverbRatio
0.052120141342756186
lyAdverbCount
30
lyAdverbRatio
0.026501766784452298
100.00%
Repeated phrase echo
Target: ≤20% sentences with echoes (window: 2)
totalSentences
160
echoCount
0
echoWords
(empty)
100.00%
Sentence length variance
Target: CV ≥0.4 for sentence word counts
totalSentences
160
mean
9.28
std
6.12
cv
0.659
sampleLengths
0
17
1
20
2
15
3
8
4
11
5
4
6
25
7
6
8
6
9
6
10
14
11
8
12
3
13
6
14
10
15
11
16
3
17
3
18
8
19
11
20
15
21
6
22
13
23
12
24
9
25
11
26
11
27
7
28
16
29
5
30
6
31
17
32
6
33
9
34
2
35
10
36
12
37
6
38
5
39
5
40
19
41
1
42
7
43
26
44
10
45
10
46
8
47
17
48
7
49
24
60.83%
Sentence opener variety
Target: ≥60% unique sentence openers
consecutiveRepeats
11
diversityRatio
0.40625
totalSentences
160
uniqueOpeners
65
100.00%
Adverb-first sentence starts
Target: ≥3% sentences starting with an adverb
adverbCount
6
totalSentences
118
matches
0
"Just another Tuesday night at"
1
"Then I saw him."
2
"Too broad in the shoulders,"
3
"Still smelled of stale beer,"
4
"Then, a woman’s voice cut"
5
"Then, he turned and walked"
ratio
0.051
0.00%
Pronoun-first sentence starts
Target: ≤30% sentences starting with a pronoun
pronounCount
67
totalSentences
118
matches
0
"I hadn't asked for another"
1
"He caught my eye, gave"
2
"It used to be a"
3
"It couldn’t be."
4
"He turned, and our eyes"
5
"His voice was deeper, roughened"
6
"I straightened, my hand tightening"
7
"He pushed off the wall"
8
"He hadn't seemed to age"
9
"he said, stopping a foot"
10
"He didn’t offer a hug,"
11
"I took a sip of"
12
"he gestured around the dimly"
13
"He offered a tight smile."
14
"I remembered the fire in"
15
"I said, my voice flat"
16
"I hadn't intended it to"
17
"he countered, his gaze lingering"
18
"I didn’t elaborate, didn't mention"
19
"He didn’t need to know"
ratio
0.568
48.98%
Subject-first sentence starts
Target: ≤72% sentences starting with a subject
subjectCount
97
totalSentences
118
matches
0
"The chipped ice clinked against"
1
"I hadn't asked for another"
2
"He caught my eye, gave"
3
"Another Tuesday night meticulously avoiding"
4
"A familiar set to the"
5
"It used to be a"
6
"It couldn’t be."
7
"He turned, and our eyes"
8
"Recognition bloomed slowly, a reluctant"
9
"His voice was deeper, roughened"
10
"Years, most likely."
11
"I straightened, my hand tightening"
12
"The name felt foreign on"
13
"He pushed off the wall"
14
"He hadn't seemed to age"
15
"he said, stopping a foot"
16
"He didn’t offer a hug,"
17
"I took a sip of"
18
"The taste felt acrid, unfamiliar."
19
"he gestured around the dimly"
ratio
0.822
42.37%
Subordinate conjunction sentence starts
Target: ≥2% sentences starting with a subordinating conjunction
subConjCount
1
totalSentences
118
matches
0
"Now, it was silver-streaked, neatly"
ratio
0.008
100.00%
Technical jargon density
Target: ≤6% sentences with technical-jargon patterns
analyzedSentences
38
technicalSentenceCount
1
matches
0
"I hadn't asked for another gin, but the bartender, a fresh-faced lad who looked barely legal, had already started pouring."
0.00%
Useless dialogue additions
Target: ≤5% dialogue tags with trailing filler fragments
totalTags
29
uselessAdditionCount
9
matches
0
"I said, my voice flat"
1
"he countered, his gaze lingering a moment too long on my face"
2
"he said finally, the words sounding forced"
3
"He managed, a ghost of the boy I remembered"
4
"I said, my voice barely a whisper"
5
"I said, the words choked with emotion"
6
"I offered, my voice low"
7
"she asked, her voice dripping with suspicion"
8
"he said, his gaze avoiding mine"
100.00%
Dialogue tag variety (said vs. fancy)
Target: ≤10% fancy dialogue tags
totalTags
12
fancyCount
1
fancyTags
0
"I corrected (correct)"
dialogueSentences
66
tagDensity
0.182
leniency
0.364
rawRatio
0.083
effectiveRatio
0.03
79.9242%