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Run: 2026-02-16-01KHM5ZDDDZAQ9ASSE6Q43N57Y
Run Details
Model:
DeepSeek V3.2
Test:
Language Writing
Scenario:
Character dialogue (Hindi) in a story
Duration:
26.1s
Cost:
$0.000537
Provider:
AtlasCloud
Evaluation summary
Score
Evaluator
Details Link
100.00%
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
**Setting:** A small, cozy café in Alborn, MN. The air smells of fresh coffee and baked goods. Selvi sits at a corner table, her untouched latte growing cold as she stares intently at the digital display of her professional-grade camera, her brow furrowed. **[SOUND: Gentle clatter of dishes, low murmur of café chatter, soft indie folk music from overhead speakers]** **Selvi:** (Muttering to herself in Hindi, voice low and distressed) यह कैसे हुआ? यह तस्वीर... यहां कोई नहीं था। फिर यह छाया कहाँ से आई? (How did this happen? This picture... there was no one there. So where did this shadow come from?) **[SOUND: Chair legs scrape lightly on hardwood floor as Hunter approaches]** **Hunter:** (Voice is calm, professional, but carries an inherent authority) Excuse me, miss? I’m Detective Ward. Mind if I sit for a moment? **Selvi:** (Startled, she looks up quickly, her eyes wide. She instinctively pulls her camera closer to her chest. She responds in a rush of nervous Hindi) क्या? ओह, माफ़ करना। मैं अंग्रेजी नहीं बोलती। कुछ हुआ है? (What? Oh, I’m sorry. I don’t speak English. Has something happened?) **Hunter:** (A beat of silence. His expression remains neutral, but a flicker of frustration crosses his eyes. He speaks slowly, as if volume will bridge the language gap) I’m investigating. The event. Last night. At the old mill by the river. Did you see anything? You have a camera. (He gestures vaguely at the device she’s holding). **Selvi:** (She understands the gesture, not the words. Her anxiety spikes, thinking of the strange shadow in her mill photograph. Her speech becomes more rapid and troubled) पुरानी मिल? हाँ, मैं वहाँ कल फोटो खींच रही थी... सूर्यास्त के लिए। लेकिन फिर... मेरी तस्वीरों में कुछ अजीब है। एक आकृति... पर वहाँ कोई नहीं था! (The old mill? Yes, I was there yesterday taking pictures... for the sunset. But then... there’s something strange in my photos. A figure... but there was no one there!) **Hunter:** (He leans forward slightly, trying to read her body language. He holds up a hand, a universal ‘slow down’ signal. His voice is patient but firm) I don’t understand. Do you... photos? At the mill? (He mimes taking a picture.) **Selvi:** (Nodding vigorously, she turns her camera screen toward him, her hand trembling slightly. She points at a particular image, her voice dropping to a fearful whisper) देखिए! यह देखिए! यह छाया... यह सही नहीं है। यह इंसान जैसी है, पर... नहीं। क्या आप समझते हैं? (Look! Look at this! This shadow... it’s not right. It’s like a person, but... not. Do you understand?) **Hunter:** (He studies the photo on the screen—a beautiful shot of the dilapidated mill at golden hour. His eyes narrow as he sees an anomalous, human-like dark smear near the foundation. It could be a trick of the light. His detective mind notes her clear distress. He looks from the photo to her frightened face.) I see a shadow. Listen, if you saw something, anything, I need to know. It’s important. **Selvi:** (She shakes her head, frustrated by the barrier. She switches to slow, clear Hindi, hoping somehow he’ll grasp the urgency) मैंने कुछ *देखा* नहीं। मैंने सिर्फ़ यह *लिया*। और फिर यह वहाँ था। डरावना। (I didn’t *see* anything. I only *took this*. And then it was there. Scary.) **[SOUND: A distinct, loud cell phone ringtone—a standard marimba chime—cuts through the café ambiance. Hunter stiffens.]** **Hunter:** (He holds up one finger to Selvi in a ‘wait’ gesture and pulls his phone from his jacket pocket. He glances at the screen and his jaw tightens.) Ward. ...Yeah. Where? ...Understood. Ten minutes. (He ends the call and stands up abruptly, his chair scraping back. He looks down at Selvi, who is watching him with a mix of confusion and lingering fear. He pulls a business card from his wallet and places it on the table, tapping it twice with his index finger.) **Hunter:** (His tone is final, all business) If you remember anything. Anything at all. Call that number. Have someone translate. Thank you for your time. **[SOUND: Rapid footsteps as Hunter strides away, the café door bell jingling sharply as he exits]** **Selvi:** (She stares at the plain white card on the table, then back at the troubling image on her camera. She wraps both hands around her cooling coffee mug, whispering to herself, alone again.) वह कुछ जानता है। या कुछ जानना चाहता है। अब मैं क्या करूँ? (He knows something. Or wants to know something. What do I do now?)
created_at
"2026-02-16T21:34:15.498568+00:00"
2/16/2026, 9:34:15 PM
model
"deepseek/deepseek-v3.2-20251201"
app_id
182717
external_user
(null)
streamed
true
cancelled
false
latency
1070
moderation_latency
(null)
generation_time
25955
tokens_prompt
315
tokens_completion
1418
native_tokens_prompt
268
native_tokens_completion
1229
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
0.0005367
router
(null)
provider_responses
0
id
"b88a00bfb14e4a96b047971dcef5e71f"
status
200
is_byok
false
latency
1070
endpoint_id
"3570a950-b80f-4acd-bb92-8e1c1c51fafc"
provider_name
"AtlasCloud"
model_permaslug
"deepseek/deepseek-v3.2-20251201"
api_type
"completions"
id
"gen-1771277629-vzBQvIUJntXhG5vvGuuY"
upstream_id
"b88a00bfb14e4a96b047971dcef5e71f"
total_cost
0.0005367
cache_discount
(null)
upstream_inference_cost
0
provider_name
"AtlasCloud"
Evaluation details
Result
Evaluator
Details
Meta Data
100.00%
Parse dialogue
n/a
dialogue
0
name
"Selvi"
dialogue
"यह कैसे हुआ? यह तस्वीर... यहां कोई नहीं था। फिर यह छाया कहाँ से आई?"
detectedLang
"hi"
heavyLang
"hi"
scores
hi
0.8833333333333333
mr
0.8754448398576512
reliable
true
passes
true
1
name
"Hunter"
dialogue
"Excuse me, miss? I’m Detective Ward. Mind if I sit for a moment?"
detectedLang
"en"
heavyLang
"en"
scores
en
0.7705252422233554
tl
0.656226126814362
no
0.6124031007751938
ca
0.5953237410071942
da
0.5912806539509536
ro
0.5912806539509536
fr
0.5734597156398105
sq
0.5656370656370656
it
0.5622568093385214
pt
0.5583905789990186
es
0.5263157894736842
cs
0.4926719278466742
sv
0.48921679909194093
nl
0.4693396226415094
hr
0.45848375451263534
hu
0.4538834951456311
pl
0.45121951219512196
sk
0.42820838627700125
et
0.40711462450592883
de
0.39271255060728744
yo
0.37413073713490963
sl
0.35251798561151076
az
0.303405572755418
ms
0.24623115577889448
tr
0.24623115577889448
lt
0.24369747899159663
fi
0.23469387755102045
is
0.23469387755102045
lv
0.22813036020583194
vi
0.22813036020583194
be
0.1346153846153846
eu
0.1346153846153846
uk
0.12280701754385964
reliable
true
passes
true
2
name
"Selvi"
dialogue
"क्या? ओह, माफ़ करना। मैं अंग्रेजी नहीं बोलती। कुछ हुआ है?"
detectedLang
"hi"
heavyLang
"hi"
scores
hi
0.8801916932907348
mr
0.8736157920077035
reliable
true
passes
true
3
name
"Hunter"
dialogue
"I’m investigating. The event. Last night. At the old mill by the river. Did you see anything? You have a camera. ."
detectedLang
"en"
heavyLang
"en"
scores
en
0.8118785272776136
tl
0.722662440570523
da
0.576271186440678
no
0.5189003436426117
fr
0.5159059474412172
ro
0.49748743718592964
it
0.4901675163874727
ca
0.4720965309200603
nl
0.4720965309200603
pt
0.46524064171123
sv
0.45652173913043476
de
0.44400317712470216
es
0.4318181818181818
cs
0.4022203245089668
ms
0.388646288209607
et
0.3854258121158911
sk
0.36594202898550726
yo
0.3488372093023256
sq
0.3445692883895131
hr
0.3110236220472441
pl
0.24160346695557963
sl
0.23580786026200873
is
0.23329682365826945
lt
0.2290748898678414
az
0.21171171171171171
hu
0.1822429906542056
lv
0.16666666666666666
fi
0.1484184914841849
tr
0.0990990990990991
eu
0.09090909090909091
vi
0.09090909090909091
reliable
true
passes
true
4
name
"Selvi"
dialogue
"पुरानी मिल? हाँ, मैं वहाँ कल फोटो खींच रही थी... सूर्यास्त के लिए। लेकिन फिर... मेरी तस्वीरों में कुछ अजीब है। एक आकृति... पर वहाँ कोई नहीं था!"
detectedLang
"hi"
heavyLang
"hi"
scores
hi
0.8850018157608037
mr
0.8814722395508422
reliable
true
passes
true
5
name
"Hunter"
dialogue
"I don’t understand. Do you... photos? At the mill?"
detectedLang
"en"
heavyLang
"en"
scores
en
0.8096074985354422
tl
0.6904761904761904
da
0.6807465618860511
no
0.6801181102362204
sv
0.5678191489361702
cs
0.5517241379310345
pl
0.5163690476190477
nl
0.5060790273556232
sq
0.5030581039755352
sk
0.4741100323624596
yo
0.45561139028475717
de
0.44821731748726656
fr
0.4444444444444444
hr
0.44349315068493156
pt
0.4206773618538324
ca
0.39138576779026213
vi
0.3486973947895792
ro
0.33537832310838445
lt
0.3055555555555556
is
0.29653679653679654
lv
0.2919389978213508
sl
0.2696629213483146
it
0.26136363636363635
es
0.19753086419753088
ms
0.1935483870967742
hi
0.19154228855721395
be
0.17721518987341772
tr
0.17721518987341772
hu
0.1709183673469388
az
0.16237113402061853
et
0.16237113402061853
uk
0.16237113402061853
reliable
true
passes
true
6
name
"Selvi"
dialogue
"देखिए! यह देखिए! यह छाया... यह सही नहीं है। यह इंसान जैसी है, पर... नहीं। क्या आप समझते हैं?"
detectedLang
"hi"
heavyLang
"hi"
scores
hi
0.8787388843977365
mr
0.8698199175526145
reliable
true
passes
true
7
name
"Hunter"
dialogue
"I see a shadow. Listen, if you saw something, anything, I need to know. It’s important."
detectedLang
"en"
heavyLang
"en"
scores
en
0.80435522286492
tl
0.6120107962213225
no
0.5267489711934157
da
0.5208333333333333
ca
0.4986922406277245
ro
0.4964973730297723
sv
0.4810469314079422
cs
0.46955719557195574
it
0.46211412535079516
fr
0.4549763033175355
pt
0.45394112060778735
es
0.4497607655502392
hr
0.4346116027531956
sq
0.43125618199802174
et
0.4306930693069307
pl
0.4295634920634921
sk
0.4059917355371901
nl
0.3823845327604726
yo
0.37363834422657954
lv
0.3722707423580786
lt
0.3575418994413408
hu
0.3451025056947608
tr
0.33831990794016115
sl
0.31952662721893493
de
0.3055555555555556
fi
0.30387409200968524
ms
0.2953431372549019
is
0.2656449553001277
eu
0.24540682414698162
az
0.18785310734463279
vi
0.18785310734463279
be
0.10852713178294573
uk
0.0987460815047022
reliable
true
passes
true
8
name
"Selvi"
dialogue
"मैंने कुछ देखा नहीं। मैंने सिर्फ़ यह लिया। और फिर यह वहाँ था। डरावना।"
detectedLang
"hi"
heavyLang
"hi"
scores
hi
0.8851148851148851
mr
0.8751086012163336
reliable
true
passes
true
9
name
"Hunter"
dialogue
"Ward. ...Yeah. Where? ...Understood. Ten minutes."
detectedLang
"en"
heavyLang
"en"
scores
en
0.7632575757575757
de
0.558303886925795
sv
0.5291902071563088
no
0.5238095238095238
da
0.5192307692307693
sk
0.5126705653021443
cs
0.5078740157480316
pl
0.5
nl
0.4877049180327869
fr
0.4033412887828162
lt
0.3872549019607844
ca
0.3718592964824121
et
0.36386768447837153
sq
0.36061381074168797
tl
0.34725848563968675
fi
0.22360248447204967
sl
0.22360248447204967
ro
0.21875
es
0.21135646687697163
hr
0.21135646687697163
it
0.21135646687697163
pt
0.20127795527156547
ms
0.19093851132686085
reliable
true
passes
true
10
name
"Hunter"
dialogue
"If you remember anything. Anything at all. Call that number. Have someone translate. Thank you for your time."
detectedLang
"en"
heavyLang
"en"
scores
en
0.8266897746967071
tl
0.6563573883161512
da
0.564902102973169
no
0.564902102973169
ms
0.39271255060728744
sv
0.38837920489296635
pt
0.35344827586206895
et
0.33554817275747506
de
0.329608938547486
nl
0.29328621908127206
sq
0.2890995260663507
vi
0.2797118847539016
hr
0.27007299270072993
it
0.25925925925925924
sk
0.24146649810366622
yo
0.23954372623574144
sl
0.2376111817026684
fr
0.23076923076923078
hu
0.2277992277992278
ro
0.21773142112125163
es
0.2052980132450331
is
0.20424403183023873
cs
0.18588873812754408
ca
0.1111111111111111
pl
0.1044776119402985
eu
0.10044977511244377
lt
0.10044977511244377
lv
0.10044977511244377
tr
0.09502262443438914
az
0.08952959028831564
reliable
true
passes
true
11
name
"Selvi"
dialogue
"वह कुछ जानता है। या कुछ जानना चाहता है। अब मैं क्या करूँ?"
detectedLang
"hi"
heavyLang
"hi"
scores
hi
0.88296488946684
mr
0.8779495524816925
reliable
true
passes
true