NC Bench
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Run: 2026-02-19-01KHTREDY8BZS9YG30SSMDJFHX
Run Details
Model:
GPT-4o, Aug. 6th (temp=0)
Test:
Bad Writing Habits
Scenario:
Horror: alone in an eerie place at night
Duration:
28.8s
Cost:
$0.018042
Provider:
OpenAI
Evaluation summary
Score
Evaluator
Details Link
100.00%
Adverbs in dialogue tags
(details)
75.71%
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)
33.33%
Cliché density
(details)
100.00%
Emotion telling (show vs. tell)
(details)
47.62%
Filter word density
(details)
100.00%
Gibberish response detection
(details)
100.00%
Markdown formatting overuse
(details)
97.22%
Missing dialogue indicators (quotation marks)
(details)
66.67%
Name drop frequency
(details)
29.52%
Narrator intent-glossing
(details)
100.00%
"Not X but Y" pattern overuse
(details)
100.00%
Overuse of "that" (subordinate clause padding)
(details)
87.82%
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)
51.06%
Sentence opener variety
(details)
37.88%
Adverb-first sentence starts
(details)
97.27%
Pronoun-first sentence starts
(details)
28.18%
Subject-first sentence starts
(details)
56.82%
Subordinate conjunction sentence starts
(details)
46.00%
Technical jargon density
(details)
0.00%
Useless dialogue additions
(details)
0.00%
Dialogue tag variety (said vs. fancy)
(details)
71.8370%
Overall
Model input
System
You are an expert fiction writer. Always keep the following rules in mind: - Write in past tense and use General English spelling, grammar, and colloquialisms/slang. - Write in active voice - Always follow the "show, don't tell" principle. - Avoid adverbs and cliches and overused/commonly used phrases. Aim for fresh and original descriptions. - Convey events and story through dialogue. - Mix short, punchy sentences with long, descriptive ones. Drop fill words to add variety. - Skip "he/she said said" dialogue tags and convey people's actions or face expressions through their speech - Avoid mushy dialog and descriptions, have dialogue always continue the action, never stall or add unnecessary fluff. Vary the descriptions to not repeat yourself. - Put dialogue on its own paragraph to separate scene and action. - Reduce indicators of uncertainty like "trying" or "maybe" When writing text: - NEVER conclude the scene on your own, follow the beat instructions very closely. - NEVER end with foreshadowing. - NEVER write further than what I prompt you with. - AVOID imagining possible endings, NEVER deviate from the instructions. - STOP EARLY if the continuation contains what was required in the instructions. You do not need to fill out the full amount of words possible.
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> <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> </codex> Continue the story using the following instructions: <instructions> Write a fully fleshed out scene of at least 1000 words in the horror genre. A character is alone in a strange, isolated place at night. They came here for a reason, but something feels off from the moment they arrive. The wrongness builds slowly — sounds that shouldn't be there, things that move at the edge of vision, a growing certainty that they are not alone. Build tension through restraint, not through gore. Use the codex entries above as your world reference for the character and setting. Only include the prose of the scene without any markdown or commentary. </instructions>
Model response
Messages
Meta
AI
The moon hung low, a
pale
sentinel
in the ink-black sky, casting a silvery glow over Richmond Park.
Aurora Carter, known to her
friends as Rory, stood at the edge of the Fae Grove, her breath visible in the crisp night air.
The ancient oak standing stones
loomed
like silent
sentinels
, their gnarled forms casting long shadows that danced across the ground. She clutched the Heartstone Pendant, its faint
warmth
a small comfort against the
chill
that seeped into her bones.
Rory had come here for
a reason, though the specifics eluded her now, lost in the fog of unease that had settled over her mind.
The Grove was a place
of mystery, a pocket of the Fae realm that defied the logic of the world she knew. Time twisted here, bending and stretching like a living thing.
An hour inside could be
mere minutes or stretch into days outside. She had to be careful.
The wildflowers, vibrant even in
the dim light, swayed
gently
as if whispering secrets to the night
. Rory took a deep breath, the scent of earth and foliage filling her lungs, grounding her. Yet, beneath the
familiar
smells, there was something else, something acrid and metallic that set her nerves on edge.
She stepped forward, the soft
crunch of leaves underfoot the only sound in the stillness.
The pendant pulsed gently against
her chest, a
rhythmic
thrum that matched her heartbeat.
She glanced around, her bright
blue eyes
scanning
the shadows for any sign of movement.
The Grove was empty, yet
she couldn't shake the feeling of being watched.
A rustle to her left
drew her attention.
She turned sharply, her heart
leaping into her throat. Nothing.
Just the wind, she told
herself, though the air was still. She forced herself to move, each step deliberate, as if the ground might give way beneath her.
The path wound deeper into
the Grove, the trees closing in around her, their branches intertwining like skeletal fingers.
Rory's mind raced, each shadow
a
potential
threat, each sound a harbinger of something unseen.
She had always prided herself
on her cool-headedness, her ability to think on her feet, but here, in this place, her confidence
wavered
. A low hum filled the air, a
vibration that seemed to emanate from the very earth beneath her feet
.
It was a sound that
shouldn't be there, a discordant note in the
symphony
of the night. Rory paused, her hand instinctively reaching for the pendant.
It glowed softly, the crimson
light casting eerie patterns on her skin. "Who's there?"
Her voice, though steady, felt
small against the vastness of the Grove. Silence answered her, a heavy,
oppressive
silence
that pressed in from all sides.
She swallowed hard, her mouth
dry, and continued forward, her senses on high alert. The path opened into a clearing, the moonlight spilling across the ground like liquid silver. In the center stood a
solitary
figure, its form indistinct, shrouded in shadow. Rory's heart
skipped a beat
, her instincts screaming at her to run, to flee this place and never look back. But something held her, a compulsion she couldn't name, a pull that drew her closer. As she approached, the figure remained still, its presence a dark blot against the night. Rory's mind
raced
, a thousand possibilities flashing through her thoughts. Was it a trick of the light? A figment of her imagination? Or something more
sinister
? The figure shifted, a subtle movement that
sent a shiver down
her spine. Rory stopped, her breath catching in her throat. The pendant
pulsed
again, a steady
beat that seemed to echo in the stillness
.
She took a tentative step
forward, her eyes locked on the shadowy form. "Why are you here?" The voice, low and resonant,
seemed to
come from everywhere and nowhere at once.
It was a voice that
carried with it the
weight
of ages, a voice that demanded answers. Rory hesitated, her mind scrambling for a response. "I... I don't know,"
she admitted, the words tumbling
from her lips before she could stop them. "I was drawn here." The figure remained silent, its presence a constant, unnerving pressure. Rory's skin prickled, a cold sweat breaking out across her brow.
She could feel the weight
of its gaze, though she couldn't see its eyes. "You carry the Heartstone,"
the voice observed, a note of curiosity threading through its tone
. "Do you know its purpose?" Rory shook her head, the motion small and uncertain. "No,"
she confessed, her voice barely
above a
whisper
. "I was given it... by someone. I don't know who." The figure
seemed to
consider her words, the
silence
stretching between them like a taut wire. Rory's
heart pounded in her chest
, each beat a drumbeat of fear and
anticipation
. "You are not alone," the voice intoned, a statement that sent a
chill
racing
down her spine
. "The Grove watches, and it remembers." Rory's mind reeled, the implications of the words sinking in.
She glanced around, the shadows
seeming to shift and writhe at the edges of her vision. The feeling of being watched intensified, a
palpable
presence that pressed in from all sides. "What do you want from me?"
she asked, her voice steady
despite the fear that clawed at her insides. The figure remained silent, its form unmoving. Rory's
pulse
quickened
, the pendant's glow a steady
beacon
in the darkness. She took a deep breath, her
resolve
hardening. She had come this far; she couldn't turn back now. "Show yourself," she demanded, her voice firm, a challenge thrown into the night. The figure shifted again, a ripple of
movement that seemed to blur the lines between shadow and substance
. Rory's breath caught, her eyes straining to pierce the darkness. The Grove held its breath, the air thick with
anticipation
. And then, as if in response to her command, the figure stepped forward, the shadows peeling away to reveal a face both
familiar
and strange. Rory's heart
skipped a beat
, recognition dawning like a slow sunrise. "Evan?" The name slipped from her lips, a
whisper
of disbelief. The figure smiled, a slow, unsettling curve of the lips that
sent a shiver down
her spine. "Hello, Rory," he said, his voice a
velvet
caress that belied the danger lurking beneath. Rory's mind
raced
, a thousand questions clamoring for attention. How was he here? Why now? The Grove
seemed to
pulse
with a life of its own, the air thick with
tension
. "You shouldn't be here," she said, her voice firm despite the fear that coiled in her gut. Evan's smile widened, a predatory gleam in his eyes. "Neither should you,"
he replied, his words a challenge, a taunt
. Rory's grip on the pendant tightened, the
warmth
a steady anchor in the storm of her emotions. She took a step back, her instincts screaming at her to run, to flee this place and never look back. But the Grove held her, its presence a constant, inescapable force. She was trapped, caught in a web of shadows and secrets, with no way out. The night stretched on, the moon a silent witness to the unfolding drama. Rory stood her ground, her heart a steady drumbeat of defiance. She would not be cowed, not by Evan, not by the Grove, not by the shadows that lurked at the edges of her vision. The Grove watched, and it remembered. And so did she.
created_at
"2026-02-19T10:52:01.87Z"
2/19/2026, 10:52:01 AM
model
"openai/gpt-4o-2024-08-06"
app_id
182717
external_user
(null)
streamed
true
cancelled
false
latency
438
moderation_latency
(null)
generation_time
28760
tokens_prompt
1038
tokens_completion
1832
native_tokens_prompt
917
native_tokens_completion
1575
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
0.0180425
router
(null)
provider_responses
0
endpoint_id
"9d15935a-34e6-4a5e-a5bc-c7dda213e876"
id
"chatcmpl-DAvvVYHoynHAOJ1P8nadmadezc4zN"
is_byok
false
latency
318
model_permaslug
"openai/gpt-4o-2024-08-06"
provider_name
"OpenAI"
status
200
api_type
"completions"
id
"gen-1771498321-s7tRVOTuAP46OT5hTxJv"
upstream_id
"chatcmpl-DAvvVYHoynHAOJ1P8nadmadezc4zN"
total_cost
0.0180425
cache_discount
(null)
upstream_inference_cost
0
provider_name
"OpenAI"
Evaluation details
Result
Evaluator
Details
Meta Data
100.00%
Adverbs in dialogue tags
Target: ≤10% dialogue tags with adverbs
totalTags
10
adverbTagCount
0
adverbTags
(empty)
dialogueSentences
16
tagDensity
0.625
leniency
1
rawRatio
0
effectiveRatio
0
75.71%
AI-ism adverb frequency
Target: <2% AI-ism adverbs (58 tracked)
wordCount
1235
totalAiIsmAdverbs
6
found
0
adverb
"gently"
count
2
1
adverb
"sharply"
count
1
2
adverb
"very"
count
1
3
adverb
"softly"
count
1
4
adverb
"barely above a whisper"
count
1
highlights
0
"gently"
1
"sharply"
2
"very"
3
"softly"
4
"barely above a whisper"
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
1235
totalAiIsms
47
found
0
word
"sentinel"
count
1
1
word
"loomed"
count
1
2
word
"sentinels"
count
1
3
word
"warmth"
count
2
4
word
"chill"
count
2
5
word
"familiar"
count
2
6
word
"pulsed"
count
2
7
word
"rhythmic"
count
1
8
word
"scanning"
count
1
9
word
"raced"
count
3
10
word
"potential"
count
1
11
word
"wavered"
count
1
12
word
"symphony"
count
1
13
word
"silence"
count
3
14
word
"oppressive"
count
1
15
word
"solitary"
count
1
16
word
"skipped a beat"
count
2
17
word
"sinister"
count
1
18
word
"down her spine"
count
3
19
word
"echo"
count
1
20
word
"weight"
count
2
21
word
"could feel"
count
1
22
word
"whisper"
count
2
23
word
"anticipation"
count
2
24
word
"racing"
count
1
25
word
"palpable"
count
1
26
word
"pulse"
count
2
27
word
"quickened"
count
1
28
word
"beacon"
count
1
29
word
"resolve"
count
1
30
word
"velvet"
count
1
31
word
"tension"
count
1
highlights
0
"sentinel"
1
"loomed"
2
"sentinels"
3
"warmth"
4
"chill"
5
"familiar"
6
"pulsed"
7
"rhythmic"
8
"scanning"
9
"raced"
10
"potential"
11
"wavered"
12
"symphony"
13
"silence"
14
"oppressive"
15
"solitary"
16
"skipped a beat"
17
"sinister"
18
"down her spine"
19
"echo"
20
"weight"
21
"could feel"
22
"whisper"
23
"anticipation"
24
"racing"
25
"palpable"
26
"pulse"
27
"quickened"
28
"beacon"
29
"resolve"
30
"velvet"
31
"tension"
33.33%
Cliché density
Target: ≤1 cliche(s) per 800-word window
totalCliches
3
maxInWindow
3
found
0
label
"heart pounded in chest"
count
1
1
label
"sent a shiver through"
count
2
highlights
0
"heart pounded in her chest"
1
"sent a shiver down"
100.00%
Emotion telling (show vs. tell)
Target: ≤3% sentences with emotion telling
emotionTells
1
narrationSentences
90
matches
0
"k with anticipation"
47.62%
Filter word density
Target: ≤3% sentences with filter/hedge words
filterCount
0
hedgeCount
6
narrationSentences
90
filterMatches
(empty)
hedgeMatches
0
"seemed to"
100.00%
Gibberish response detection
Target: ≤1% gibberish-like sentences (hard fail if a sentence exceeds 800 words)
analyzedSentences
94
gibberishSentences
0
adjustedGibberishSentences
0
longSentenceCount
0
runOnParagraphCount
0
giantParagraphCount
0
wordSaladCount
0
repetitionLoopCount
0
controlTokenCount
0
maxSentenceWordsSeen
25
ratio
0
matches
(empty)
100.00%
Markdown formatting overuse
Target: ≤5% words in markdown formatting
markdownSpans
0
markdownWords
0
totalWords
1233
ratio
0
matches
(empty)
97.22%
Missing dialogue indicators (quotation marks)
Target: ≤10% speech attributions without quotation marks
totalAttributions
9
unquotedAttributions
1
matches
0
"Just the wind, she told herself, though the air was still."
66.67%
Name drop frequency
Target: ≤1.0 per-name mentions per 100 words
totalMentions
39
wordCount
1171
uniqueNames
10
maxNameDensity
1.62
worstName
"Rory"
maxWindowNameDensity
3
worstWindowName
"Rory"
discoveredNames
Richmond
1
Park
1
Carter
1
Rory
19
Fae
2
Grove
10
Heartstone
1
Pendant
1
Silence
1
Evan
2
persons
0
"Carter"
1
"Rory"
2
"Pendant"
3
"Evan"
places
0
"Richmond"
1
"Park"
2
"Fae"
3
"Grove"
4
"Silence"
globalScore
0.689
windowScore
0.667
29.52%
Narrator intent-glossing
Target: ≤2% narration sentences with intent-glossing patterns
analyzedSentences
83
glossingSentenceCount
4
matches
0
"as if whispering secrets to the night"
1
"vibration that seemed to emanate from the very earth beneath her feet"
2
"beat that seemed to echo in the stillness"
3
"movement that seemed to blur the lines between shadow and substance"
100.00%
"Not X but Y" pattern overuse
Target: ≤1 "not X but Y" per 1000 words
totalMatches
0
per1kWords
0
wordCount
1233
matches
(empty)
100.00%
Overuse of "that" (subordinate clause padding)
Target: ≤2% sentences with "that" clauses
thatCount
0
totalSentences
94
matches
(empty)
87.82%
Paragraph length variance
Target: CV ≥0.5 for paragraph word counts
totalParagraphs
33
mean
37.36
std
17.09
cv
0.457
sampleLengths
0
81
1
74
2
52
3
57
4
46
5
57
6
57
7
41
8
63
9
41
10
48
11
35
12
29
13
35
14
20
15
28
16
30
17
23
18
41
19
19
20
37
21
13
22
38
23
36
24
11
25
32
26
31
27
17
28
20
29
37
30
26
31
48
32
10
100.00%
Passive voice overuse
Target: ≤2% passive sentences
passiveCount
0
totalSentences
90
matches
(empty)
100.00%
Past progressive (was/were + -ing) overuse
Target: ≤2% past progressive verbs
pastProgressiveCount
0
totalVerbs
175
matches
(empty)
100.00%
Em-dash & semicolon overuse
Target: ≤2% sentences with em-dashes/semicolons
emDashCount
0
semicolonCount
1
flaggedSentences
1
totalSentences
94
ratio
0.011
matches
0
"She had come this far; she couldn't turn back now."
100.00%
Purple prose (modifier overload)
Target: <4% adverbs, <2% -ly adverbs, no adj stacking
wordCount
1173
adjectiveStacks
0
stackExamples
(empty)
adverbCount
28
adverbRatio
0.023870417732310314
lyAdverbCount
7
lyAdverbRatio
0.005967604433077579
100.00%
Repeated phrase echo
Target: ≤20% sentences with echoes (window: 2)
totalSentences
94
echoCount
0
echoWords
(empty)
100.00%
Sentence length variance
Target: CV ≥0.4 for sentence word counts
totalSentences
94
mean
13.12
std
5.25
cv
0.4
sampleLengths
0
18
1
24
2
20
3
19
4
25
5
22
6
10
7
12
8
5
9
17
10
16
11
19
12
15
13
14
14
15
15
13
16
8
17
9
18
1
19
11
20
17
21
19
22
15
23
23
24
19
25
17
26
9
27
12
28
14
29
13
30
14
31
15
32
13
33
20
34
15
35
15
36
10
37
7
38
5
39
4
40
13
41
8
42
14
43
13
44
18
45
17
46
8
47
17
48
4
49
10
51.06%
Sentence opener variety
Target: ≥60% unique sentence openers
consecutiveRepeats
2
diversityRatio
0.3191489361702128
totalSentences
94
uniqueOpeners
30
37.88%
Adverb-first sentence starts
Target: ≥3% sentences starting with an adverb
adverbCount
1
totalSentences
88
matches
0
"Just the wind, she told"
ratio
0.011
97.27%
Pronoun-first sentence starts
Target: ≤30% sentences starting with a pronoun
pronounCount
27
totalSentences
88
matches
0
"She clutched the Heartstone Pendant,"
1
"She had to be careful."
2
"She stepped forward, the soft"
3
"She glanced around, her bright"
4
"She turned sharply, her heart"
5
"She forced herself to move,"
6
"She had always prided herself"
7
"It was a sound that"
8
"It glowed softly, the crimson"
9
"Her voice, though steady, felt"
10
"She swallowed hard, her mouth"
11
"She took a tentative step"
12
"It was a voice that"
13
"she admitted, the words tumbling"
14
"She could feel the weight"
15
"she confessed, her voice barely"
16
"She glanced around, the shadows"
17
"she asked, her voice steady"
18
"She took a deep breath,"
19
"She had come this far;"
ratio
0.307
28.18%
Subject-first sentence starts
Target: ≤72% sentences starting with a subject
subjectCount
76
totalSentences
88
matches
0
"The moon hung low, a"
1
"Aurora Carter, known to her"
2
"The ancient oak standing stones"
3
"She clutched the Heartstone Pendant,"
4
"Rory had come here for"
5
"The Grove was a place"
6
"An hour inside could be"
7
"She had to be careful."
8
"The wildflowers, vibrant even in"
9
"Rory took a deep breath,"
10
"She stepped forward, the soft"
11
"The pendant pulsed gently against"
12
"She glanced around, her bright"
13
"The Grove was empty, yet"
14
"A rustle to her left"
15
"She turned sharply, her heart"
16
"She forced herself to move,"
17
"The path wound deeper into"
18
"Rory's mind raced, each shadow"
19
"She had always prided herself"
ratio
0.864
56.82%
Subordinate conjunction sentence starts
Target: ≥2% sentences starting with a subordinating conjunction
subConjCount
1
totalSentences
88
matches
0
"Yet, beneath the familiar smells,"
ratio
0.011
46.00%
Technical jargon density
Target: ≤6% sentences with technical-jargon patterns
analyzedSentences
59
technicalSentenceCount
8
matches
0
"The ancient oak standing stones loomed like silent sentinels, their gnarled forms casting long shadows that danced across the ground."
1
"She clutched the Heartstone Pendant, its faint warmth a small comfort against the chill that seeped into her bones."
2
"The wildflowers, vibrant even in the dim light, swayed gently as if whispering secrets to the night."
3
"Rory took a deep breath, the scent of earth and foliage filling her lungs, grounding her."
4
"The pendant pulsed gently against her chest, a rhythmic thrum that matched her heartbeat."
5
"The path wound deeper into the Grove, the trees closing in around her, their branches intertwining like skeletal fingers."
6
"Silence answered her, a heavy, oppressive silence that pressed in from all sides."
7
"The feeling of being watched intensified, a palpable presence that pressed in from all sides."
0.00%
Useless dialogue additions
Target: ≤5% dialogue tags with trailing filler fragments
totalTags
10
uselessAdditionCount
4
matches
0
"the voice observed, a note of curiosity threading through its tone"
1
"she confessed, her voice barely above a whisper"
2
"The name slipped, a whisper of disbelief"
3
"he replied, his words a challenge, a taunt"
0.00%
Dialogue tag variety (said vs. fancy)
Target: ≤10% fancy dialogue tags
totalTags
8
fancyCount
4
fancyTags
0
"she admitted (admit)"
1
"the voice observed (observe)"
2
"she confessed (confess)"
3
"she demanded (demand)"
dialogueSentences
16
tagDensity
0.5
leniency
1
rawRatio
0.5
effectiveRatio
0.5
71.8370%