NC Bench
Overview
About
Tests
Categories
Models
Vendors
Compare
Run: 2026-03-25-01KMJ7QRFP34JZRJ3JNFV9KZR6
Run Details
Model:
Qwen 3 32B
Test:
Language Writing
Scenario:
Character dialogue (Hindi) in a story
Duration:
22.0s
Cost:
$0.000992
Provider:
Alibaba
Evaluation summary
Score
Evaluator
Details Link
53.85%
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: Cozy Mystery Dialogue – Selvi & Hunter** --- **Setting:** *A small, rustic café in Alborn, MN, nestled between golden autumn leaves outside. The walls are plastered with photos of the town’s annual apple festival. Selvi sits at a corner table, fidgeting with her camera, which is set beside a half-finished cup of chai. Detective Hunter approaches, his boots clunking on the wooden floorboards, and pulls up a chair.* --- **Hunter:** "You look... familiar. Haven’t seen you around town much. You new here?" **Selvi:** "Hai, Officer. Mere ne koishchh lamha dekho tha…" *Her voice trembles, words in accented Hindi. She gestures vaguely toward her camera.* **Hunter:** *Frowns, arms crossing.* "…You said something about *seeing a moment*? I don’t speak Hindi, but that part I got." **Selvi:** *Nods, eyes wide. Her fingers brush the camera, then freeze. She whispers,* "Kuchh ek… kala shaadhi. Yahan, par… *apple ki baari me*." *She pokes the air near her table, then waves it toward the window showing the town’s festival grounds.* **Hunter:** *Leans forward rigidly, brow furrowed.* "‘*Black witness*’? Are you talking about a person? An animal? What happened at the apple thing?" **Selvi:** *Shakes her head violently, palms up.* "Nahin. Nahin, *nazar*… *chhaupadho se meetha me*." *Pointing the camera at him, her breath hitches.* **Hunter:** *Takes the camera gently, flipping it toward his face.* "You saw something during the festival. Someone *hiding* in the pictures? Or in the crowd?" *He squints at the camera screen, which shows a photo of a red ribbon tied around an apple tree.* **Selvi:** *Reaches for his hand, her touch urgent.* "Yeh… *lo* hai. *Gone*." *She taps the photo of the red ribbon, then her chest, and exhales sharply through her nose.* **Hunter:** *Stiffens, reading the Hindi out loud incorrectly.* "‘*Lo*’? Like a name? Did someone take it?" *Puzzled pause.* "Look, I need to call the station about this. You okay to—" **Selvi:** *Interrupts, voice high-pitched.* "Nahin! *Deedo*… *kuchh bhi na*." *She claps her hands twice, then shakes her head, making the sign of "stop" between them.* **Hunter:** *Stares at her for a beat, then his phone rings. He sighs, glancing at the caller ID.* "Hold on." *He answers, tone abrupt:* "Yeah, Captain? … Another one? … Shit." *He stands, slipping the camera back to her.* "I’m sorry, ma’am. I’ve got to go. Maybe… talk to someone who can translate?" **Selvi:** *Nods quickly, her eyes lingering on his face. As he walks away, she murmurs to herself,* "Abhi tak… *nafrat ki baari nafrat ki baari*…" --- **[End scene with Hunter rushing out, the door’s bell jingling, and Selvi shrinking back in her seat, her camera hidden under her scarf.]** --- **Notes:** - Selvi’s Hindi phrases blend literal translations and poetic fragments to reflect her distress. "Lo hai" (*it is here*) hints at the red ribbon being tied to the mystery. "Nafrat ki baari" (*festival of hatred*) is a cryptic line she mutters, suggesting a clue tied to the apple festival. - Hunter’s dialogue reflects his direct, military-trained manner—blunt but trying to stay patient. His confusion underscores the cultural and linguistic tension in the scene. - The camera photo of the red ribbon (possibly a festival prize or ritual item) serves as a physical clue for the reader.
created_at
"2026-03-25T10:13:12.043Z"
3/25/2026, 10:13:12 AM
model
"qwen/qwen3-32b-04-28"
app_id
182717
external_user
(null)
streamed
true
cancelled
false
latency
564
moderation_latency
(null)
generation_time
21609
tokens_prompt
339
tokens_completion
2520
native_tokens_prompt
279
native_tokens_completion
2314
native_tokens_completion_images
(null)
native_tokens_reasoning
1406
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
0.00099164
router
(null)
provider_responses
0
endpoint_id
"344ccdcc-6e59-464d-89ab-8e5b92fe2adc"
id
"chatcmpl-d97b92b1-01dc-90a2-bfeb-ced13a2291a4"
is_byok
false
latency
564
model_permaslug
"qwen/qwen3-32b-04-28"
provider_name
"Alibaba"
status
200
user_agent
"langchainjs-openai/1.0.0 ((node/v24.14.0; linux; x64))"
http_referer
(null)
api_type
"completions"
id
"gen-1774433592-BWZgGcFmTyPykvoE0f1R"
upstream_id
"chatcmpl-d97b92b1-01dc-90a2-bfeb-ced13a2291a4"
total_cost
0.00099164
cache_discount
(null)
upstream_inference_cost
0
provider_name
"Alibaba"
Evaluation details
Result
Evaluator
Details
Meta Data
53.85%
Parse dialogue
n/a
dialogue
0
name
"Hunter"
dialogue
"You look... familiar. Haven’t seen you around town much. You new here?"
detectedLang
"en"
heavyLang
"en"
scores
en
0.8107971745711403
tl
0.6065057712486883
ca
0.46504992867332384
pt
0.46120689655172414
es
0.39710610932475876
sq
0.39123376623376627
da
0.3718592964824121
no
0.3644067796610169
fr
0.3567753001715266
it
0.3567753001715266
sv
0.3567753001715266
nl
0.35233160621761656
cs
0.267578125
ro
0.2632612966601179
de
0.251497005988024
lt
0.1648106904231626
eu
0.1591928251121076
yo
0.14383561643835618
hr
0.1359447004608295
ms
0.1359447004608295
sk
0.1359447004608295
sl
0.1359447004608295
reliable
true
passes
true
1
name
"Selvi"
dialogue
"Hai, Officer. Mere ne koishchh lamha dekho tha…"
detectedLang
"sl"
heavyLang
"en"
scores
sl
0.42781690140845074
sq
0.41546762589928055
da
0.41441441441441446
fr
0.37977099236641226
it
0.36647173489278756
en
0.358974358974359
tl
0.34343434343434337
vi
0.3257261410788381
hr
0.25799086757990863
lt
0.2545871559633027
lv
0.24065420560747666
ro
0.2388758782201405
tr
0.2243436754176611
fi
0.21307506053268765
cs
0.20147420147420148
hu
0.20147420147420148
nl
0.20147420147420148
no
0.20147420147420148
ca
0.181360201511335
de
0.181360201511335
sv
0.181360201511335
reliable
false
passes
false
2
name
"Hunter"
dialogue
"…You said something about seeing a moment? I don’t speak Hindi, but that part I got."
detectedLang
"en"
heavyLang
"en"
scores
en
0.8152313624678664
tl
0.6658919233004067
ca
0.5085470085470085
fr
0.4666048237476809
cs
0.4351669941060904
sq
0.4289970208540219
it
0.4261477045908184
ro
0.4096509240246407
pl
0.39153439153439157
sk
0.36951754385964913
et
0.3660418963616317
hr
0.3532058492688414
pt
0.3451025056947608
es
0.3413516609392898
hu
0.3321718931475029
no
0.3290548424737456
da
0.32590855803048063
yo
0.3187203791469194
sv
0.3146603098927294
is
0.2909987669543773
nl
0.2874845105328377
de
0.2647058823529412
az
0.2542153047989624
tr
0.203601108033241
lt
0.20138888888888887
ms
0.19692737430167598
lv
0.18785310734463279
vi
0.18785310734463279
sl
0.13533834586466165
hi
0.11944869831546708
be
0.10852713178294573
eu
0.10852713178294573
fi
0.0987460815047022
uk
0.0987460815047022
reliable
true
passes
true
3
name
"Selvi"
dialogue
"Kuchh ek… kala shaadhi. Yahan, par… apple ki baari me."
detectedLang
"fr"
heavyLang
"tl"
scores
fr
0.5173745173745175
ms
0.44362017804154297
nl
0.4075829383886255
es
0.4038155802861685
fi
0.39123376623376627
sl
0.39123376623376627
tl
0.3686868686868687
tr
0.3654822335025381
en
0.33745583038869253
et
0.33510638297872336
sv
0.3081180811808118
it
0.3029739776951673
az
0.2937853107344633
lv
0.29245283018867924
de
0.28842504743833014
sq
0.2829827915869981
hu
0.24395161290322584
yo
0.23155737704918034
da
0.19871794871794873
no
0.19527896995708155
pt
0.19006479481641467
cs
0.17035398230088497
pl
0.17035398230088497
sk
0.17035398230088497
reliable
false
passes
false
4
name
"Hunter"
dialogue
"‘Black witness’? Are you talking about a person? An animal? What happened at the apple thing?"
detectedLang
"en"
heavyLang
"en"
scores
en
0.818790075271815
tl
0.6440306681270538
fr
0.5851946394384173
de
0.5517241379310345
da
0.4897959183673469
no
0.46413849958779885
ro
0.45332211942809086
nl
0.43722943722943725
pt
0.43722943722943725
sv
0.4106980961015413
es
0.41016333938294003
ms
0.37319189971070393
it
0.3608652900688299
cs
0.3460764587525151
yo
0.3298969072164949
ca
0.3200836820083682
sq
0.3143459915611814
is
0.3010752688172043
hr
0.2713004484304933
lv
0.25287356321839083
hu
0.2520138089758343
tr
0.24855491329479767
az
0.23976608187134502
sk
0.22526817640047678
vi
0.21592279855247284
eu
0.2111650485436893
pl
0.20147420147420148
lt
0.19154228855721395
et
0.15803108808290156
sl
0.12162162162162163
fi
0.08835904628330996
reliable
true
passes
true
5
name
"Selvi"
dialogue
"Nahin. Nahin, nazar… chhaupadho se meetha me."
detectedLang
"sl"
heavyLang
"tl"
scores
sl
0.5506535947712418
es
0.5299145299145299
tl
0.5291095890410958
sq
0.4859813084112149
pt
0.4294605809128631
fr
0.42105263157894735
et
0.39956331877729256
en
0.3982494529540482
fi
0.39159292035398224
it
0.39159292035398224
no
0.3764172335600907
eu
0.3483412322274882
cs
0.3309002433090025
hr
0.32598039215686275
ro
0.3037974683544304
yo
0.2801047120418848
ca
0.25876010781671155
da
0.2506811989100818
tr
0.24242424242424243
sv
0.23822714681440443
ms
0.233983286908078
nl
0.233983286908078
az
0.22096317280453256
reliable
false
passes
false
6
name
"Hunter"
dialogue
"You saw something during the festival. Someone hiding in the pictures? Or in the crowd?"
detectedLang
"en"
heavyLang
"en"
scores
en
0.8084640642101423
tl
0.6765249537892791
nl
0.5810055865921787
ms
0.5728234336859235
no
0.517019319227231
da
0.5070422535211268
fr
0.5009505703422054
sv
0.48224852071005914
ro
0.4397011739594451
ca
0.41731409544950054
de
0.4140625
it
0.396551724137931
sl
0.3937644341801385
pt
0.34701492537313433
cs
0.3354430379746835
es
0.3320610687022901
lt
0.3009320905459388
et
0.2953020134228188
sq
0.2837653478854025
az
0.2778541953232462
hr
0.2768595041322314
yo
0.27083333333333337
sk
0.26573426573426573
pl
0.21875
lv
0.21758569299552907
is
0.12060301507537688
hu
0.11317567567567569
fi
0.10714285714285714
reliable
true
passes
true
7
name
"Selvi"
dialogue
"Yeh… lo hai. Gone."
detectedLang
"vi"
heavyLang
"ber"
scores
vi
0.7126436781609196
it
0.6923076923076923
es
0.5833333333333334
yo
0.5780590717299579
en
0.5121951219512195
ca
0.47643979057591623
pt
0.45652173913043476
reliable
true
passes
false
8
name
"Hunter"
dialogue
"Look, I need to call the station about this. You okay to—"
detectedLang
"en"
heavyLang
"en"
scores
en
0.8393475037073653
tl
0.6945488721804511
da
0.609375
no
0.6089049338146811
yo
0.5997536945812808
sv
0.5498614958448753
cs
0.5370370370370371
pl
0.4992295839753467
hr
0.49455676516329705
fr
0.4715447154471545
sq
0.4619205298013245
sk
0.4472789115646259
et
0.44539249146757676
lv
0.4328097731239092
lt
0.4268077601410935
nl
0.41546762589928055
it
0.4014732965009208
de
0.367704280155642
sl
0.36149312377210213
ro
0.3394308943089431
ca
0.29805615550755943
ms
0.29653679653679654
tr
0.28414096916299564
az
0.2793791574279379
fi
0.20147420147420148
zh
0.19154228855721395
be
0.17721518987341772
hu
0.1709183673469388
is
0.16237113402061853
uk
0.16237113402061853
vi
0.16237113402061853
reliable
true
passes
true
9
name
"Selvi"
dialogue
"stop"
detectedLang
"en"
heavyLang
"en"
scores
en
0.8076923076923077
reliable
false
passes
true
10
name
"Hunter"
dialogue
"I’m sorry, ma’am. I’ve got to go. Maybe… talk to someone who can translate?"
detectedLang
"en"
heavyLang
"en"
scores
en
0.7922725384295803
tl
0.5843724023275145
pl
0.3849938499384994
pt
0.3403693931398417
hr
0.3368700265251989
no
0.33065595716198126
it
0.32249322493224936
yo
0.299719887955182
sk
0.2805755395683453
cs
0.2753623188405797
lv
0.274310595065312
sl
0.2647058823529412
lt
0.25484351713859915
da
0.25037481259370314
ro
0.25037481259370314
es
0.2366412213740458
ca
0.2331288343558282
tr
0.21875
az
0.21383647798742136
vi
0.14965986394557826
fr
0.13793103448275862
sq
0.12587412587412586
de
0.11816578483245149
eu
0.11816578483245149
nl
0.11190053285968028
et
0.10554561717352416
ms
0.10554561717352416
sv
0.10554561717352416
reliable
true
passes
true
11
name
"Selvi"
dialogue
"Abhi tak… nafrat ki baari nafrat ki baari…"
detectedLang
"az"
heavyLang
"la"
scores
az
0.4712990936555891
sl
0.4664634146341463
cs
0.42622950819672134
sk
0.42244224422442245
pl
0.41077441077441074
hu
0.40878378378378377
yo
0.39236111111111116
tr
0.37275985663082434
et
0.34944237918215615
tl
0.3346007604562738
ms
0.3320610687022901
fi
0.308300395256917
reliable
false
passes
false
12
name
"Selvi"
dialogue
"Nafrat ki baari"
detectedLang
"az"
heavyLang
"la"
scores
az
0.5551601423487544
sl
0.5503597122302158
hu
0.49186991869918695
yo
0.4747899159663866
tr
0.4541484716157206
et
0.4292237442922375
tl
0.4131455399061033
fi
0.3842364532019704
reliable
false
passes
false