NC Bench
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Run: 2026-02-17-01KHMPFA88HFTNKMS0C6Q1ZFQJ
Run Details
Model:
Llama 3.1 8B
Test:
Bad Writing Habits
Scenario:
Fantasy: entering an ancient ruin
Duration:
30.5s
Cost:
$0.000091
Provider:
DeepInfra
Model input
System
You are an expert novelist with a gift for vivid, immersive prose. You write in tight third-person limited point of view with a strong narrative voice. Your prose is clean, precise, and engaging — you favor strong verbs, concrete details, and natural-sounding dialogue. You will be given a story bible (codex) containing canonical details about characters, locations, items, and lore. Use these details to ground your writing in the established world. Stay consistent with the codex. Write only the prose of the scene. Do not include titles, chapter headings, markdown formatting, or any commentary before or after the scene.
User/Human
<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> 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.
Model response
Messages
Meta
AI
Aurora Carter, with a hesitant step, pushed aside the vines that entwined the standing stones. As she did, the air
seemed to
thicken, heavy with the scent of wildflowers. Her eyes adjusted
slowly
to the dim light within the Fae Grove, and she blinked away the haze that clung to her vision like a shroud. Nyx, her Shadow companion, slipped silently to her left, eyes scanning the surroundings with an unnerving intensity. "Rory, wait," Nyx whispered, their voice a gentle breeze on a summer's day. "Let's proceed with caution. This place... it's not like anywhere else." Isolde Varga, a Half-Fae seer with an
ethereal
quality, smiled serenely as she followed behind. "The Grove is a place of wonder, my friends. It has a way of testing one's perceptions." As they entered, the silence deepened, punctuated only by the soft crunch of gravel beneath their feet. Aurora's gaze roamed the space, drinking in the
surreal
beauty. Lush vegetation sprouted from the ground, vines crawling up the trunks of ancient oaks. Tiny flowers danced in the flickering light, their petals shimmering like moonlit dew. The air pulsed with an
otherworldly
energy, a vibration that harmonized with the thrumming of Aurora's own heartbeat. "We're not alone here," Nyx murmured, their eyes locked on a hidden pathway. "Someone – or something – is watching us." Aurora hesitated, her hand instinctively reaching for the pendant at her throat. The Heartstone glowed
softly
in response, its pulse a reassuring beat in the darkness. She glanced at Isolde, who seemed
utterly
at peace, her pale lavender eyes shining like stars in the dim light. "Is this the Fae touch, then?" Aurora asked, her voice
barely above a whisper
. Isolde's smile grew wider. "It is, my child. The Grove exists in a pocket between realms, a place where time itself is twisted. An hour can be days, or merely a breath. Listen closely, and you'll hear the whispers of those who've come before us." Aurora strained her ears, and at first, she heard nothing. But then, a faint hum
began to
take shape, like the gentle thrum of a harp string. Words and emotions wove together in an invisible
tapestry
, carried on the wind like a forgotten song. As she listened, the sounds grew louder, more distinct – voices of long-forgotten travelers, their joys and sorrows
echo
ing through the years. Nyx shifted uncomfortably, their form rippling like the surface of a still pond. "Rory, this is unsettling. Let's keep moving." Aurora's gaze remained fixed on Isolde, who now
began to
move ahead, her
footsteps
light as a leaf on a summer breeze. "The Grove is a place of transition," the Half-Fae seer said, her words lost in the whispers of the past. "Here, we find the fragments of our memories, lost and rediscovered in the crucible of the unknown." As they walked, the air thickened, a mist creeping in like a living entity. Aurora felt the
weight
of the place settling upon her, the sense of being small and insignificant against the grand
tapestry
of the universe. Nyx's presence was a reassuring warmth beside her, a reminder that she was not alone. Suddenly, Isolde halted, her form a statue
amidst
the swirling mist. "Wait," she whispered, her voice carrying across the quiet. "Do you hear that?" Aurora strained her ears, the hum of the Grove growing louder, more insistent. Beneath it, a separate melody emerged – a soft, mournful sound, like the distant cry of a wounded animal. It
sent a shiver down
her spine, and she felt a
pang
of unease. "What is it?" Nyx asked, their voice a cautious whisper. Isolde's pale lavender eyes
seemed to
hold a deep sorrow. "It is the song of the forgotten. Those who've entered this place, never to return. Their memories, lost and lingering, become part of the Grove's fabric. It is a reminder that, no matter where we go, we are never
truly
alone – for our presence leaves an
echo
, a whisper that resonates through eternity." The mist swirled around them, tendrils reaching out like
ethereal
fingers. Aurora felt the
weight
of the unknown pressing in, a reminder that, within this place, the boundaries between past, present, and future were fragile, easily breached. The song of the forgotten grew louder, a haunting melody that
seemed to
speak directly to her soul. As they stood there, suspended in the silence, the Grove's whispers enveloped them, a tidal wave of memories and emotions that threatened to overwhelm. In the face of such mystery, Aurora felt her own identity falter, lost in the labyrinthine corridors of the past. Nyx's presence was a steady heartbeat beside her, a reminder that she was not alone. Together, they stood at the threshold of the unknown, poised between the fragile threads of memory and the infinite expanse of the unknown. "We should proceed with caution," Nyx whispered, their voice carrying across the mist. "There's something... something here that doesn't feel right." Aurora's hand tightened around the pendant, its pulse a reassuring beat in the darkness. She knew, with a growing sense of unease, that they were not the first to enter this place. And they may not be the last. Isolde's eyes, shining like stars in the dim light,
seemed to
hold a secret. A secret that only the Fae knew – and
were willing
to share, at a terrible cost.
created_at
"2026-02-17T02:22:38.134364+00:00"
2/17/2026, 2:22:38 AM
model
"meta-llama/llama-3.1-8b-instruct"
app_id
182717
external_user
(null)
streamed
true
cancelled
false
latency
380
moderation_latency
(null)
generation_time
30417
tokens_prompt
1635
tokens_completion
1356
native_tokens_prompt
1547
native_tokens_completion
1200
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
0.00009094
router
(null)
provider_responses
0
id
"cmpl-eda39e850cfb4e4c9d60beeab348d338"
status
200
is_byok
false
latency
77
endpoint_id
"858e9b98-fa86-433e-8299-17c3c4d6c24f"
provider_name
"DeepInfra"
model_permaslug
"meta-llama/llama-3.1-8b-instruct"
api_type
"completions"
id
"gen-1771294927-KNjw7SPayN0pUi0z3z3N"
upstream_id
"cmpl-eda39e850cfb4e4c9d60beeab348d338"
total_cost
0.00009094
cache_discount
(null)
upstream_inference_cost
0
provider_name
"DeepInfra"
Evaluation details
Result
Evaluator
Details
Meta Data
100.0000%
Adverbs in dialogue tags
Target: ≤10% dialogue tags with adverbs
totalTags
7
adverbTagCount
0
adverbTags
(empty)
32.8108%
AI-ism adverb frequency
Target: <1% AI-ism adverbs (57 tracked)
wordCount
893
totalAiIsmAdverbs
6
found
0
adverb
"slowly"
count
1
1
adverb
"softly"
count
1
2
adverb
"suddenly"
count
1
3
adverb
"utterly"
count
1
4
adverb
"barely above a whisper"
count
1
5
adverb
"truly"
count
1
highlights
0
"slowly"
1
"softly"
2
"suddenly"
3
"utterly"
4
"barely above a whisper"
5
"truly"
100.0000%
AI-ism character names
Target: 0 AI-default names (17 tracked, −20% each)
codexExemptions
(empty)
found
(empty)
100.0000%
AI-ism location names
Target: 0 AI-default location names (33 tracked, −20% each)
codexExemptions
(empty)
found
(empty)
0.0000%
AI-ism word frequency
Target: <1% AI-ism words (140 tracked)
wordCount
893
totalAiIsms
13
found
0
word
"ethereal"
count
2
1
word
"tapestry"
count
2
2
word
"pang"
count
1
3
word
"otherworldly"
count
1
4
word
"surreal"
count
1
5
word
"weight"
count
2
6
word
"footsteps"
count
1
7
word
"amidst"
count
1
8
word
"echo"
count
1
9
word
"echoing"
count
1
highlights
0
"ethereal"
1
"tapestry"
2
"pang"
3
"otherworldly"
4
"surreal"
5
"weight"
6
"footsteps"
7
"amidst"
8
"echo"
9
"echoing"
100.0000%
Cliche density
Target: ≤1 cliche(s) per 800-word window
totalCliches
1
maxInWindow
1
found
0
label
"sent a shiver through"
count
1
highlights
0
"sent a shiver down"
100.0000%
Emotion telling (show vs. tell)
Target: ≤3% sentences with emotion telling
emotionTells
0
narrationSentences
47
matches
(empty)
96.6698%
Filter word density
Target: ≤12% sentences with filter/hedge words
filterCount
0
hedgeCount
6
narrationSentences
47
filterMatches
(empty)
hedgeMatches
0
"seemed to"
1
"began to"
100.0000%
Overuse of "that" (subordinate clause padding)
Target: ≤10% sentences with "that" clauses
thatCount
0
totalSentences
56
matches
(empty)
86.8128%
Paragraph length variance
Target: CV ≥0.5 for paragraph word counts
totalParagraphs
22
mean
40.73
std
18.48
cv
0.454
sampleLengths
0
72
1
24
2
32
3
72
4
21
5
46
6
14
7
45
8
66
9
20
10
59
11
53
12
24
13
46
14
10
15
64
16
55
17
44
18
38
19
21
20
39
21
31
100.0000%
Passive voice overuse
Target: ≤5% passive sentences
passiveCount
0
totalSentences
47
matches
(empty)
100.0000%
Past progressive (was/were + -ing) overuse
Target: ≤10% past progressive verbs
pastProgressiveCount
1
totalVerbs
111
matches
0
"were willing"
100.0000%
Purple prose (modifier overload)
Target: <4% adverbs, <2% -ly adverbs, no adj stacking
wordCount
701
adjectiveStacks
0
stackExamples
(empty)
adverbCount
24
adverbRatio
0.034236804564907276
lyAdverbCount
14
lyAdverbRatio
0.019971469329529243
100.0000%
Repeated phrase echo
Target: ≤20% sentences with echoes (window: 2)
totalSentences
56
echoCount
0
echoWords
(empty)
100.0000%
Sentence length variance
Target: CV ≥0.4 for sentence word counts
totalSentences
56
mean
16
std
7.96
cv
0.497
sampleLengths
0
15
1
14
2
26
3
17
4
13
5
11
6
15
7
17
8
17
9
10
10
14
11
13
12
18
13
13
14
8
15
12
16
14
17
20
18
14
19
4
20
41
21
10
22
17
23
17
24
22
25
13
26
7
27
22
28
20
29
17
30
14
31
24
32
15
33
11
34
9
35
4
36
13
37
19
38
14
39
10
40
10
41
54
42
11
43
26
44
18
45
24
46
20
47
15
48
23
49
13
83.3333%
Sentence opener variety
Target: ≥60% unique sentence openers
consecutiveRepeats
0
diversityRatio
0.5
totalSentences
56
uniqueOpeners
28
0.0000%
Dialogue tag variety (said vs. fancy)
Target: ≤30% fancy dialogue tags
totalTags
7
fancyCount
5
fancyTags
0
"Nyx whispered, their voice a gentle breeze on a summer's day (whisper)"
1
"Nyx murmured, their eyes locked on a hidden pathway (murmur, lock)"
2
"the Half-Fae seer said, her words lost in the whispers of the past (say, lose)"
3
"she whispered, her voice carrying across the quiet (whisper, carry)"
4
"Nyx whispered, their voice carrying across the mist (whisper, carry)"
82.3310%