NC Bench
Overview
About
Tests
Categories
Models
Vendors
Compare
Run: 2026-03-25-01KMJ850B2NQX637PB8Z0W6ZHY
Run Details
Model:
Qwen 3 32B
Test:
Language Writing
Scenario:
Character dialogue (Hindi) in a story
Duration:
28.5s
Cost:
$0.000394
Provider:
Nebius
Evaluation summary
Score
Evaluator
Details Link
54.55%
Parse dialogue
(details)
Model input
System
You are an expert novel author in the cozy mystery genre. Take the following details about characters/locations/... into account: <character name="Selvi"> Selvi is a 30-year old college student on a study abroad program. Born in India, she is fluent in Hindi and does not yet know any English. She enjoys landscape photography and is always seen with her camera. </character> <character name="Hunter"> Hunter is a 35-year old detective who is investigating a series of mysterious disappearances in the small town of Alborn, MN. He is a former marine and has a no-nonsense attitude. Hunter has no knowledge of Hindi, not even basic phrases. </character> <location name="Alborn, MN"> Alborne is a small town in the Midwest with a population of 3,000. It is known for its annual apple festival. </location>
User/Human
Write the following scene: Selvi is sitting at a cafe, looking at her camera. Hunter approaches her and asks her about a recent event in the town. She responds troubled and shaken in Hindi, and Hunter looks confused. They talk for a while, until Hunter gets a call and has to leave. Return the dialogue between Selvi and Hunter as a voice sheet: Selvi: "..." Hunter: "..."
Model response
Messages
Meta
AI
**Voice Sheet: Selvi & Hunter** *Scene: A quiet corner of the Alborn Harvest Café. Golden afternoon light spills through the windows onto Selvi’s sketchpad, but her focus is on her camera—a vintage Nikon resting across her knees. Her fingers trace the edge of a photo of the town’s empty mill, its stones etched with shadows. The bell above the door jingles as Hunter approaches, his boots leaving a faint *thud-thud* on the plank floor.* **Hunter:** (gruff, but measured) *“Excuse me. You’re a student at the college? I’m Detective—”* **Selvi:** (startled, hand over her chest) *“Yes, *kuch bhi nahi*, just a student. From… *India*.”* (She points to herself, then mimics a plane’s arc with her finger.) **Hunter:** (frowning, glances at her camera) *“This morning’s event. The… rally at the mill. You there?”* (Pronounces “mill” like “muhl” — a rural lilt.) *Selvi’s smile vanishes. She swallows hard, her dark eyes flicking to the café window, where the town’s faded fall festival banners hang listless. A trembling hand pulls a photo from her bag: a blurred figure darting between trees near the mill — a figure with *no face*. She shows it to Hunter, shaking her head.* **Selvi:** (voice wobbling in Hindi) *“*Maine dekha, Inspector*… *ek chhaap*, a… a shadow. *It took someone*. The photographer, Mr. Larsen. He… *nazar nahi aaya se*.”* (No one saw him.) **Hunter:** (squinting at the photo, then her) *“You’re saying someone *took* him? Who? And why a shadow—?”* **Selvi:** (suddenly urgent, switches to broken English) *“*Nahi, nahi*. The *mill*. It… *eats faces*. You must—”* (Gestures a hand vanishing into a wall.) **Hunter:** (blinks slowly, arms folding) *“The mill’s been closed thirty years. People don’t just ‘disappear.’ Not in Alborn.”* *Selvi’s fingers dig into her cardigan. A tear streaks her cheek as she pulls another photo from her bag — a candid shot of Hunter’s police cruiser, its lights *off*, parked outside the mill the night Larsen vanished. But when she shows it, the screen is glitching, the pixels smearing into static.* **Selvi:** (desperately in Hindi) *“*Tumhe inhe dekhna chaiye*. The… the *nazar mein jaal*! You’ll be next!”* (The web in the eye!) **Hunter:** (stepping back, voice low) *“Ma’am. This is a *criminal investigation*. If you know something, speak to the department directly.”* (Pulls a card from his jacket — it flutters to the floor untranslated.) *A shrill police radio erupts from his belt. He stiffens, glances at the door. Selvi notices his hesitation, follows his eyes — outside, a teenage boy is waving frantically at a patrol car, pointing toward the north woods. Hunter nods, then turns back, jaw tight.* **Hunter:** *“I need to go. Now.”* (Holds out a hand for the photos.) **Selvi:** (clutching her camera like a shield) *“*Nahin*! They’ll… *rook loonga* your words. But *mere* camera… sees what your eyes don’t.”* (Her whisper fades as Hunter turns.) *He pauses at the door, studying her for a beat — then nods once, unreadable. The bell jingles behind him as he leaves. Selvi stares at the static-filled photo in her lap, her breaths shallow, while outside, the sun dips behind the trees where the mill waits.* **[END SCENE]**
created_at
"2026-03-25T10:20:25.83Z"
3/25/2026, 10:20:25 AM
model
"qwen/qwen3-32b-04-28"
app_id
182717
external_user
(null)
streamed
true
cancelled
false
latency
274
moderation_latency
(null)
generation_time
28404
tokens_prompt
339
tokens_completion
1269
native_tokens_prompt
280
native_tokens_completion
1220
native_tokens_completion_images
(null)
native_tokens_reasoning
390
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
0.000394
router
(null)
provider_responses
0
endpoint_id
"aaa39b6c-e488-491a-91e4-e5fb66f86601"
id
"cmpl-be549de84fc06f9e"
is_byok
false
latency
274
model_permaslug
"qwen/qwen3-32b-04-28"
provider_name
"Nebius"
status
200
user_agent
"langchainjs-openai/1.0.0 ((node/v24.14.0; linux; x64))"
http_referer
(null)
api_type
"completions"
id
"gen-1774434025-98J2MESZXUalugaedr7t"
upstream_id
"cmpl-be549de84fc06f9e"
total_cost
0.000394
cache_discount
(null)
upstream_inference_cost
0
provider_name
"Nebius"
Evaluation details
Result
Evaluator
Details
Meta Data
54.55%
Parse dialogue
n/a
dialogue
0
name
"Hunter"
dialogue
"“Excuse me. You’re a student at the college? I’m Detective—”"
detectedLang
"en"
heavyLang
"en"
scores
en
0.7982062780269058
tl
0.7
no
0.6408619313647247
fr
0.614065180102916
nl
0.5806150978564771
ro
0.5738636363636364
it
0.5508982035928144
da
0.5431472081218274
sq
0.5408163265306122
ca
0.5108695652173912
es
0.4779582366589328
pt
0.4693396226415094
de
0.4437577255871446
cs
0.43467336683417085
sv
0.43109987357774965
sl
0.40318302387267907
yo
0.39839572192513373
sk
0.3653032440056418
hr
0.3626062322946175
pl
0.34971098265895956
et
0.336283185840708
ms
0.3333333333333333
hu
0.32330827067669177
lt
0.2524916943521595
az
0.24369747899159663
lv
0.23728813559322032
fi
0.23469387755102045
tr
0.14611005692599618
is
0.14285714285714285
eu
0.1346153846153846
vi
0.1346153846153846
reliable
true
passes
true
1
name
"Selvi"
dialogue
"“Yes, kuch bhi nahi, just a student. From… India.”"
detectedLang
"en"
heavyLang
"la"
scores
en
0.7520288548241659
ca
0.5703125
sv
0.5676100628930818
tl
0.5669291338582677
ro
0.560702875399361
sq
0.5585874799357945
nl
0.5578778135048231
no
0.5571658615136876
it
0.5542949756888168
cs
0.5506535947712418
fr
0.5491803278688524
eu
0.5476973684210527
sk
0.5362563237774031
et
0.5166959578207382
pt
0.5062836624775583
es
0.5036101083032491
yo
0.5027124773960217
de
0.4888475836431227
da
0.4869402985074627
hr
0.47418738049713194
pl
0.46808510638297873
az
0.4387755102040817
hu
0.4387755102040817
ms
0.4364754098360656
lt
0.434156378600823
sl
0.43064182194616984
lv
0.41983122362869196
tr
0.3373493975903614
is
0.21428571428571427
vi
0.20289855072463767
fi
0.1863905325443787
reliable
true
passes
false
2
name
"Hunter"
dialogue
"“This morning’s event. The… rally at the mill. You there?”"
detectedLang
"en"
heavyLang
"en"
scores
en
0.8032528856243442
tl
0.7113163972286375
da
0.5387453874538745
no
0.5364647713226205
nl
0.49048913043478265
sv
0.4212962962962963
de
0.39710610932475876
fr
0.33862433862433866
it
0.3267504488330341
sq
0.2937853107344633
is
0.24849699398797598
yo
0.2219917012448133
pt
0.1935483870967742
ro
0.1883116883116883
cs
0.17218543046357618
ms
0.17218543046357618
ca
0.17035398230088497
es
0.17035398230088497
sl
0.16666666666666666
reliable
true
passes
true
3
name
"Selvi"
dialogue
"“Maine dekha, Inspector… ek chhaap, a… a shadow. It took someone. The photographer, Mr. Larsen. He… nazar nahi aaya se.”"
detectedLang
"en"
heavyLang
"en"
scores
en
0.7049866768176627
fr
0.5522819179664933
es
0.49246889325474785
tl
0.48811096433289297
ro
0.4647790055248619
yo
0.4288872512896094
ca
0.4271988174427199
da
0.42207307979120057
pt
0.41509433962264153
nl
0.41198786039453716
no
0.3795036028823059
sv
0.3724696356275304
fi
0.3509212730318258
sq
0.3098842386464826
sl
0.30430879712746856
cs
0.29927667269439423
hr
0.28174235403151066
lv
0.28107606679035246
de
0.27230046948356806
tr
0.2633079847908745
eu
0.2326732673267327
et
0.22577422577422576
it
0.2226680040120361
pl
0.17465388711395102
hu
0.16756176154672395
az
0.1603466955579632
lt
0.15393013100436684
ms
0.15393013100436684
sk
0.143646408839779
hi
0.0903755868544601
is
0.08823529411764706
vi
0.08284023668639054
reliable
true
passes
false
4
name
"Hunter"
dialogue
"“You’re saying someone took him? Who? And why a shadow—?”"
detectedLang
"en"
heavyLang
"en"
scores
en
0.8154527559055118
tl
0.43009118541033436
pt
0.3676222596964587
yo
0.3676222596964587
es
0.358974358974359
tr
0.3206521739130435
hu
0.2937853107344633
ro
0.2704280155642024
ca
0.2661448140900196
cs
0.26035502958579887
sk
0.25742574257425743
it
0.25
fr
0.2378048780487805
hr
0.2299794661190965
pl
0.21875
sl
0.1935483870967742
lt
0.17943107221006563
is
0.16666666666666666
da
0.1610738255033557
sq
0.1610738255033557
az
0.15730337078651685
eu
0.15730337078651685
lv
0.15730337078651685
nl
0.15730337078651685
no
0.15730337078651685
vi
0.15730337078651685
de
0.1515837104072398
et
0.14383561643835618
fi
0.14383561643835618
ms
0.14383561643835618
sv
0.14383561643835618
reliable
true
passes
true
5
name
"Selvi"
dialogue
"“Nahi, nahi. The mill. It… eats faces. You must—”"
detectedLang
"en"
heavyLang
"en"
scores
en
0.7697031729785057
tl
0.584870848708487
fr
0.49888641425389757
yo
0.4485294117647059
eu
0.4230769230769231
sq
0.42159383033419023
no
0.4063324538258575
nl
0.3885869565217392
da
0.38524590163934425
ms
0.38524590163934425
cs
0.3784530386740331
ca
0.3767313019390581
es
0.3767313019390581
lv
0.27652733118971057
sv
0.25742574257425743
it
0.22945205479452058
ro
0.22945205479452058
de
0.21875
hu
0.21875
pl
0.21875
sk
0.21875
fi
0.2077464788732394
hr
0.2077464788732394
pt
0.2077464788732394
sl
0.2077464788732394
reliable
true
passes
false
6
name
"Hunter"
dialogue
"“The mill’s been closed thirty years. People don’t just ‘disappear.’ Not in Alborn.”"
detectedLang
"en"
heavyLang
"en"
scores
en
0.801450276243094
tl
0.6410736579275905
it
0.4465832531280077
nl
0.435721295387635
sv
0.3329466357308584
ms
0.30387409200968524
ca
0.30133657351154314
fr
0.29706601466992666
de
0.2848258706467662
et
0.2580645161290322
yo
0.2532467532467532
no
0.2353723404255319
az
0.23128342245989306
sq
0.22402159244264505
tr
0.21768707482993196
da
0.213406292749658
sl
0.21124828532235942
ro
0.19804741980474197
hu
0.13403614457831325
is
0.13273001508295626
es
0.13010590015128592
pl
0.1274658573596358
zh
0.11944869831546708
fi
0.11538461538461538
reliable
true
passes
true
7
name
"Selvi"
dialogue
"“Tumhe inhe dekhna chaiye. The… the nazar mein jaal! You’ll be next!”"
detectedLang
"en"
heavyLang
"pt"
scores
en
0.6496290189612531
tl
0.4264507422402159
yo
0.33800623052959505
tr
0.3122977346278317
de
0.22727272727272727
hu
0.21586715867158673
sl
0.21586715867158673
lt
0.2085661080074488
no
0.18269230769230768
nl
0.1650294695481336
az
0.1550695825049702
da
0.1550695825049702
es
0.1550695825049702
fr
0.1550695825049702
ms
0.1550695825049702
sq
0.1550695825049702
sv
0.1550695825049702
reliable
true
passes
false
8
name
"Hunter"
dialogue
"“Ma’am. This is a criminal investigation. If you know something, speak to the department directly.”"
detectedLang
"en"
heavyLang
"en"
scores
en
0.8112698840657858
tl
0.6851102114260009
fr
0.5770392749244713
pt
0.5472186287192755
ro
0.5412844036697247
nl
0.5336442371752165
da
0.5165745856353591
sv
0.5098039215686274
es
0.5094604064470918
no
0.5094604064470918
ca
0.49640287769784175
yo
0.47722180731889474
hr
0.467680608365019
cs
0.45862335653518943
sq
0.45440374123148874
de
0.4496855345911949
ms
0.43910256410256415
lt
0.4233937397034596
az
0.4161801501251043
it
0.41275167785234906
sl
0.4001713796058268
sk
0.39810834049871024
pl
0.35004642525533886
hu
0.34762348555452005
lv
0.3197278911564626
et
0.31237721021611
tr
0.27083333333333337
is
0.24731182795698922
fi
0.22566371681415928
eu
0.19075144508670522
zh
0.0990990990990991
vi
0.09090909090909091
reliable
true
passes
true
9
name
"Hunter"
dialogue
"“I need to go. Now.”"
detectedLang
"en"
heavyLang
"en"
scores
en
0.8359580052493438
pl
0.7469635627530364
yo
0.7065727699530516
hr
0.6710526315789473
no
0.6701846965699209
da
0.6603260869565218
tl
0.6575342465753424
cs
0.6537396121883656
sk
0.6200607902735562
et
0.6177370030581039
lv
0.5967741935483871
lt
0.571917808219178
ca
0.5247148288973384
sv
0.5247148288973384
sq
0.5173745173745175
sl
0.49186991869918695
it
0.4791666666666667
ro
0.4186046511627907
be
0.358974358974359
tr
0.358974358974359
hu
0.34895833333333337
az
0.33510638297872336
is
0.33510638297872336
uk
0.33510638297872336
vi
0.33510638297872336
reliable
true
passes
true
10
name
"Selvi"
dialogue
"“Nahin! They’ll… rook loonga your words. But mere camera… sees what your eyes don’t.”"
detectedLang
"en"
heavyLang
"en"
scores
en
0.7350291467938527
tl
0.5787700084245998
fr
0.32523616734143057
nl
0.3055555555555556
ca
0.2636229749631811
de
0.2492492492492493
da
0.2401215805471125
it
0.2401215805471125
ro
0.2401215805471125
ms
0.23076923076923078
eu
0.22720247295208654
et
0.17355371900826447
pt
0.17355371900826447
es
0.1652754590984975
sv
0.14089347079037798
reliable
true
passes
false