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Run: 2026-04-25-01KQ2F90J8CKPAPAEAEKPZ5BD9
Run Details
Model:
DeepSeek V4 Flash
Test:
Language Writing
Scenario:
Character dialogue (Hindi) in a story
Duration:
21.7s
Cost:
$0.000214
Provider:
DeepSeek
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
**Voice Sheet – Scene: The Café at Alborn** **Setting:** A small, quiet café in Alborn, MN. Selvi sits alone at a corner table, scrolling through photos on her camera. A half-empty cup of chai sits untouched. Hunter enters, spots her, and walks over. --- **Hunter:** "Excuse me. You're Selvi, right? I'm Detective Hunter. Mind if I ask you a few questions about the apple festival last night?" **Selvi:** *(looks up, startled; her eyes widen, and she clutches her camera)* "मुझे माफ़ करें, मैं अंग्रेज़ी नहीं समझती। क्या हुआ? कुछ बुरा हुआ है?" *(Translation: I'm sorry, I don'tt understand English. What happened? Has something bad happened?)* **Hunter:** *(frowns, leaning in slightly)* "Uh… do you speak English? I'm investigating a disappearance. A woman was last seen near the photo booth." **Selvi:** *(shaking her head, voice trembling)* "नहीं, नहीं। मैंने कुछ देखा… एक औरत, वह चिल्ला रही थी। मैंने फोटो खींचा— लेकिन फिर वह गायब हो गई।" *(Translation: No, no. I saw something… a woman, she was screaming. I took a photo— but then she vanished.)* **Hunter:** *(pulls out a small notepad, frustrated)* "Look, I don't understand a word you're saying. Can you write it down? Or point? Something?" **Selvi:** *(eyes darting to her camera, then back to Hunter, voice cracking)* "मेरा कैमरा… उसने मुझे देखा। उस औरत नहीं, वह… परछाई। काली परछाई।" *(Translation: My camera… it saw me. Not the woman— it… a shadow. A black shadow.)* **Hunter:** *(sighs, rubs his temple)* "Alright. You're shook up. I get that. But I need to know if you saw anyone suspicious. Tall? Short? Did they have a car?" **Selvi:** *(suddenly points at her camera screen, then at the café window, voice urgent)* "यहाँ देखो! यह तस्वीर— उसके पीछे। वह चीज़। वह असली नहीं है!" *(Translation: Look here! This photo— behind her. That thing. It isn't real!)* **Hunter:** *(squints at the camera screen, but sees only a blurry silhouette)* "I don't… look, I'm gonna need you to come to the station later. Bring this camera." *(His phone buzzes. He pulls it out, reads the screen, and his face hardens.)* **Hunter:** "I have to go. Another one just came in. Stay in town. Don't delete anything." **Selvi:** *(watching him leave, whispering to herself)* "वह फिर आएगा। मुझे पता है।" *(Translation: He will come again. I know it.)* ---
created_at
"2026-04-25T14:04:11.725Z"
4/25/2026, 2:04:11 PM
model
"deepseek/deepseek-v4-flash-20260423"
app_id
182717
external_user
(null)
streamed
true
cancelled
false
latency
722
moderation_latency
(null)
generation_time
11284
tokens_prompt
315
tokens_completion
798
native_tokens_prompt
268
native_tokens_completion
732
native_tokens_completion_images
(null)
native_tokens_reasoning
0
native_tokens_cached
256
num_media_prompt
(null)
num_input_audio_prompt
(null)
num_media_completion
0
num_search_results
(null)
num_fetches
(null)
web_search_engine
(null)
origin
"https://ncbench.com/"
is_byok
false
finish_reason
"stop"
native_finish_reason
"stop"
usage
0.000213808
router
(null)
provider_responses
0
endpoint_id
"934a69f9-bd54-474b-beca-24560f721e12"
is_byok
false
latency
45
model_permaslug
"deepseek/deepseek-v4-flash-20260423"
provider_name
"DeepInfra"
status
(null)
1
endpoint_id
"722e0746-2034-4d6e-a08f-e6271849ee9e"
id
"9293c725-f933-4860-ba34-75378a88c1c7"
is_byok
false
latency
605
model_permaslug
"deepseek/deepseek-v4-flash-20260423"
provider_name
"DeepSeek"
status
200
user_agent
"langchainjs-openai/1.0.0 ((node/v24.14.1; linux; x64))"
http_referer
(null)
request_id
"req-1777125851-7iBxLHF6L6TN4vdQKABY"
session_id
(null)
api_type
"completions"
id
"gen-1777125851-VnEEVPmQ1CwOZcfTvlhy"
upstream_id
"9293c725-f933-4860-ba34-75378a88c1c7"
total_cost
0.000213808
cache_discount
0.000028672
upstream_inference_cost
0
provider_name
"DeepSeek"
response_cache_source_id
(null)
Evaluation details
Result
Evaluator
Details
Meta Data
100.00%
Parse dialogue
n/a
dialogue
0
name
"Hunter"
dialogue
"Excuse me. You're Selvi, right? I'm Detective Hunter. Mind if I ask you a few questions about the apple festival last night?"
detectedLang
"en"
heavyLang
"en"
scores
en
0.7912690839694656
fr
0.6011850501367365
tl
0.5969599263012437
it
0.5492014425553838
ca
0.5173745173745175
no
0.5106263982102908
pt
0.4886031560490941
da
0.4862008220786847
es
0.48468786808009423
nl
0.4834710743801653
sq
0.44933920704845814
sv
0.4472520530638029
ro
0.4292237442922375
cs
0.3961352657004831
de
0.3794326241134752
hr
0.37230989956958394
et
0.3673174258857556
sl
0.35944363103953153
ms
0.3460388639760837
yo
0.30665610142630745
hu
0.30167597765363136
sk
0.2677824267782427
fi
0.2622259696458685
pl
0.251497005988024
lt
0.23647469458987785
az
0.22291296625222026
tr
0.19056429232192415
lv
0.1830065359477124
is
0.1362290227048371
vi
0.13194444444444445
be
0.07407407407407407
eu
0.07407407407407407
uk
0.06716417910447761
reliable
true
passes
true
1
name
"Selvi"
dialogue
"मुझे माफ़ करें, मैं अंग्रेज़ी नहीं समझती। क्या हुआ? कुछ बुरा हुआ है?"
detectedLang
"hi"
heavyLang
"hi"
scores
hi
0.8794489092996556
mr
0.875
reliable
true
passes
true
2
name
"Hunter"
dialogue
"Uh… do you speak English? I'm investigating a disappearance. A woman was last seen near the photo booth."
detectedLang
"en"
heavyLang
"en"
scores
en
0.7872986934062595
tl
0.5872641509433962
nl
0.5430809399477807
fr
0.5260663507109005
cs
0.49964260185847037
pt
0.48301329394387
hr
0.476831091180867
ro
0.4615384615384615
no
0.452697419859265
de
0.4295028524857376
sq
0.42386831275720166
it
0.41077441077441074
ms
0.3991416309012875
sk
0.39603106125970666
yo
0.39130434782608703
sv
0.3721973094170404
da
0.36993699369936994
sl
0.3630573248407643
es
0.32950191570881227
ca
0.28789420142421157
et
0.2776057791537668
pl
0.26160337552742613
is
0.23329682365826945
lt
0.2290748898678414
fi
0.22394678492239467
az
0.21171171171171171
vi
0.2054483541430193
hu
0.1822429906542056
lv
0.16666666666666666
hi
0.0990990990990991
tr
0.0990990990990991
eu
0.09090909090909091
reliable
true
passes
true
3
name
"Selvi"
dialogue
"नहीं, नहीं। मैंने कुछ देखा… एक औरत, वह चिल्ला रही थी। मैंने फोटो खींचा— लेकिन फिर वह गायब हो गई।"
detectedLang
"hi"
heavyLang
"hi"
scores
hi
0.8855383643826965
mr
0.8765957446808511
reliable
true
passes
true
4
name
"Hunter"
dialogue
"Look, I don't understand a word you're saying. Can you write it down? Or point? Something?"
detectedLang
"en"
heavyLang
"en"
scores
en
0.8221400113830393
tl
0.5733788395904437
da
0.5155038759689923
no
0.4503078276165347
fr
0.42974452554744524
sv
0.39729990356798456
pl
0.3908382066276803
cs
0.3896484375
ro
0.38484251968503935
sk
0.37374749498997994
ca
0.3596311475409836
tr
0.34141201264488935
it
0.3329775880469584
sq
0.31842966194111233
yo
0.31091510474090406
de
0.2937853107344633
hr
0.2865296803652968
nl
0.284077892325315
hu
0.26297169811320753
lv
0.259478672985782
et
0.2586002372479241
pt
0.2586002372479241
lt
0.2577197149643705
is
0.2532855436081242
az
0.251497005988024
es
0.251497005988024
sl
0.20584498094027956
ms
0.18407310704960833
vi
0.17546174142480211
be
0.10071942446043164
eu
0.10071942446043164
fi
0.09156976744186046
uk
0.09156976744186046
reliable
true
passes
true
5
name
"Selvi"
dialogue
"मेरा कैमरा… उसने मुझे देखा। उस औरत नहीं, वह… परछाई। काली परछाई।"
detectedLang
"hi"
heavyLang
"hi"
scores
hi
0.8778415126407478
mr
0.8711051333781663
reliable
true
passes
true
6
name
"Hunter"
dialogue
"Alright. You're shook up. I get that. But I need to know if you saw anyone suspicious. Tall? Short? Did they have a car?"
detectedLang
"en"
heavyLang
"en"
scores
en
0.8136645962732918
tl
0.6157786885245903
da
0.416796267496112
fr
0.38825448613376834
cs
0.37290969899665555
yo
0.3573264781491003
no
0.3466898954703833
hr
0.32855863921217543
pl
0.32795698924731176
ca
0.31569343065693434
sk
0.3081180811808118
ro
0.2970946579194002
hu
0.293119698397738
sv
0.28639391056137015
et
0.26108374384236455
lv
0.2537313432835821
lt
0.2492492492492493
it
0.24242424242424243
is
0.24089068825910928
ms
0.23857868020304565
pt
0.2331288343558282
sl
0.21956295525494277
sq
0.21548117154811713
es
0.21383647798742136
nl
0.1648106904231626
tr
0.1638795986622074
de
0.15824915824915825
az
0.1506228765571914
vi
0.1506228765571914
be
0.08536585365853659
eu
0.08536585365853659
fi
0.07749077490774908
uk
0.07749077490774908
reliable
true
passes
true
7
name
"Selvi"
dialogue
"यहाँ देखो! यह तस्वीर— उसके पीछे। वह चीज़। वह असली नहीं है!"
detectedLang
"hi"
heavyLang
"hi"
scores
hi
0.882754210189725
mr
0.8786407766990292
reliable
true
passes
true
8
name
"Hunter"
dialogue
"I don't… look, I'm gonna need you to come to the station later. Bring this camera."
detectedLang
"en"
heavyLang
"en"
scores
en
0.8081140350877194
tl
0.6271306818181819
da
0.6025738077214232
sv
0.5892018779342723
no
0.5772946859903382
nl
0.5470232959447799
it
0.5462402765773552
de
0.5283018867924528
yo
0.48122529644268774
fr
0.45426195426195426
pl
0.4324324324324324
hr
0.42748091603053434
et
0.42052980132450335
cs
0.4179600886917961
ro
0.3823529411764706
ms
0.3644067796610169
sq
0.34701492537313433
sk
0.33375634517766495
lv
0.3208279430789133
lt
0.3155149934810952
ca
0.3137254901960784
fi
0.27285318559556787
sl
0.2595204513399154
es
0.24785100286532946
pt
0.2164179104477612
tr
0.19724770642201836
az
0.1935483870967742
zh
0.12790697674418602
hi
0.1264559068219634
be
0.11764705882352942
hu
0.11317567567567569
is
0.10714285714285714
uk
0.10714285714285714
vi
0.10714285714285714
reliable
true
passes
true
9
name
"Hunter"
dialogue
"I have to go. Another one just came in. Stay in town. Don't delete anything."
detectedLang
"en"
heavyLang
"en"
scores
en
0.8265157048940833
tl
0.5634191176470589
pl
0.5320197044334976
da
0.5297029702970297
sv
0.4656917885264342
no
0.46509009009009006
yo
0.45023148148148145
ro
0.4405182567726737
sl
0.4242424242424243
hr
0.4186046511627907
it
0.4092039800995025
sq
0.38788659793814434
ca
0.3725231175693527
et
0.3356643356643356
cs
0.3319268635724332
nl
0.31948424068767906
sk
0.3004418262150221
lv
0.2803030303030303
es
0.2601246105919003
lt
0.2601246105919003
ms
0.24363057324840762
hu
0.24121405750798725
az
0.23633440514469453
de
0.23633440514469453
tr
0.23387096774193547
pt
0.14414414414414414
be
0.12844036697247707
is
0.1171003717472119
uk
0.1171003717472119
vi
0.1171003717472119
reliable
true
passes
true
10
name
"Selvi"
dialogue
"वह फिर आएगा। मुझे पता है।"
detectedLang
"hi"
heavyLang
"hi"
scores
hi
0.8804780876494024
mr
0.8705780845556514
reliable
true
passes
true