Run: 2026-04-25-01KQ2EMREHEJ3HJ2WFVJJ3VPM6

Run Details

Model:
DeepSeek V4 Pro (Reasoning)
Test:
Language Writing
Scenario:
Character dialogue (Spanish) in a story
Duration:
27.7s
Cost:
$0.000906
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="Maria"> Maria is a 30-year old college student on a study abroad program. Born in Spain, she is fluent in Spanish 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 Spanish, 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: Maria 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 Spanish, and Hunter looks confused. They talk for a while, until Hunter gets a call and has to leave. Return the dialogue between Maria and Hunter as a voice sheet: Maria: "..." Hunter: "..."

Model response

AI
Maria: (looking down at her camera, murmuring) No puedo creerlo... justo delante de mí y no hice nada... Hunter: Excuse me, miss. Mind if I ask you a few questions? You were at the apple orchard yesterday, right? I’m Detective Hunter, investigating the disappearances. Maria: (looking up, startled) ¿Desapariciones? Sí, yo estaba allí... tomando fotos. Ese hombre... el del sombrero rojo, se lo llevaron. Fue tan rápido. Hunter: (frowning) I’m sorry, I don’t speak... Spanish, is it? Can you tell me in English? Did you see something strange? Maria: (shaking, hands gripping the camera) ¡Fue horrible! Dos hombres de negro lo agarraron y él gritó. Nadie se dio cuenta. ¿Por qué no hice nada? ¡Soy una cobarde! Hunter: (raising a hand, trying to calm her) Whoa, slow down. I can’t understand. You saw a man? A man in what? Can you show me on the camera? (points at the camera) Maria: (tearfully) Las fotos... sí, tengo fotos. Él estaba sonriendo, y luego... (she turns the camera screen toward Hunter, hands trembling) Mire, aquí está. Segundos antes de que lo subieran a la camioneta. Hunter: (leaning in, squinting at the display) That’s a truck... and a man. Is that the missing person? Did you witness an abduction? Why didn’t you call 911? (pauses, rubbing his temple) Right, you don’t get me. Look, I need to take this camera. Evidence. (he holds out his hand) Maria: (clutching camera tighter, voice breaking) No, por favor. Es todo lo que tengo. Mi trabajo, mis recuerdos... ¿va a detener a esos hombres? ¿Encontrarán a ese pobre señor? Hunter: (sighs, then speaks slowly, as if volume helps) I—need—the—camera. Police. I’ll give it back. (points at his badge, then at the camera) Understand? Maria: (reluctantly hands it over, whispering) Está bien. Encuéntrelo. Prométamelo. Hunter: (takes the camera, nods once) Thank you. I’ll have someone translate your statement. Stay in town. (his phone rings sharp, he glances at it, tense) Hunter. ... Yeah. ... Where? I’m on my way. (to Maria, hurried) I’ve got to go. Don’t leave town. (he turns and strides off, already talking into the phone) Maria: (calls after him, voice small and desperate) ¡Por favor, encuéntrelo! No dejen que esto siga pasando...
created_at"2026-04-25T13:53:08.053Z" 4/25/2026, 1:53:08 PM
model"deepseek/deepseek-v4-pro-20260423"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency1538
moderation_latency(null)
generation_time27192
tokens_prompt317
tokens_completion920
native_tokens_prompt263
native_tokens_completion910
native_tokens_completion_images(null)
native_tokens_reasoning277
native_tokens_cached0
num_media_prompt(null)
num_input_audio_prompt(null)
num_media_completion0
num_search_results(null)
num_fetches(null)
web_search_engine(null)
origin"https://ncbench.com/"
is_byokfalse
finish_reason"stop"
native_finish_reason"stop"
usage0.000906105
router(null)
provider_responses
0
endpoint_id"d084170b-dd99-4e53-9ae1-b63881f3cfbf"
id"59a0bd3f-080c-44fe-8f43-0d6a103ef236"
is_byokfalse
latency483
model_permaslug"deepseek/deepseek-v4-pro-20260423"
provider_name"DeepSeek"
status200
user_agent"langchainjs-openai/1.0.0 ((node/v24.14.1; linux; x64))"
http_referer(null)
request_id"req-1777125188-2yJrsX3MuJZWYfyxPqrm"
session_id(null)
api_type"completions"
id"gen-1777125188-jSp7tyFLHG2bgl8imyZT"
upstream_id"59a0bd3f-080c-44fe-8f43-0d6a103ef236"
total_cost0.000906105
cache_discount(null)
upstream_inference_cost0
provider_name"DeepSeek"
response_cache_source_id(null)

Evaluation details

Result Evaluator Details Meta Data
100.00% Parse dialogue n/a
dialogue
0
name"Maria"
dialogue"No puedo creerlo... justo delante de mí y no hice nada..."
detectedLang"es"
heavyLang"es"
scores
es0.8132337246531484
pt0.6869409660107334
it0.5646766169154229
fr0.5552731893265566
tl0.5530012771392081
no0.5406824146981627
en0.5345744680851064
ca0.5028409090909091
ro0.4696969696969697
sv0.4299674267100977
eu0.40170940170940167
nl0.3794326241134752
yo0.3794326241134752
de0.37275985663082434
tr0.34701492537313433
da0.33962264150943394
pl0.33962264150943394
sq0.3055555555555556
lv0.2723492723492723
ms0.27083333333333337
sl0.2273730684326711
hr0.22394678492239467
vi0.21875
hu0.21700223713646533
sk0.20634920634920634
fi0.1784037558685446
et0.1606714628297362
az0.15254237288135594
reliabletrue
passestrue
1
name"Hunter"
dialogue"Excuse me, miss. Mind if I ask you a few questions? You were at the apple orchard yesterday, right? I’m Detective Hunter, investigating the disappearances."
detectedLang"en"
heavyLang"en"
scores
en0.7902516979624451
tl0.6447902571041948
fr0.6241947029348605
it0.5274527452745275
nl0.5134383688600556
pt0.5104895104895105
no0.5033112582781457
ca0.47578632051922115
es0.4553941908713693
ro0.4470774091627172
da0.4414893617021277
sv0.4299674267100977
de0.41536748329621387
sq0.4006849315068493
ms0.3379571248423708
hr0.3320610687022901
cs0.32992980216975115
et0.29435483870967744
sl0.2905405405405405
yo0.2693110647181628
sk0.2446043165467626
hu0.22850844966936076
lv0.2087415222305953
is0.2081447963800905
lt0.20514761544284632
az0.19292851652574944
pl0.18032786885245902
tr0.1640127388535032
fi0.15797914995990378
vi0.11242603550295857
be0.0625
eu0.0625
uk0.05660377358490566
reliabletrue
passestrue
2
name"Maria"
dialogue"¿Desapariciones? Sí, yo estaba allí... tomando fotos. Ese hombre... el del sombrero rojo, se lo llevaron. Fue tan rápido."
detectedLang"es"
heavyLang"es"
scores
es0.8070626753975679
ca0.6524852569502948
pt0.567836563645888
it0.45073235685752333
tl0.4448183041722746
yo0.4094488188976378
sv0.3782969103240392
fr0.3599689681923972
ro0.35039370078740156
da0.3002544529262086
sq0.28879310344827586
no0.2712014134275618
sl0.2647058823529412
en0.22969187675070027
lv0.22462406015037595
lt0.2194891201513718
de0.21503330161750714
nl0.19980601357904945
eu0.19902912621359223
cs0.19747081712062256
hr0.19512195121951217
ms0.17002012072434608
sk0.15644171779141106
pl0.15471311475409835
hu0.13157894736842105
fi0.11003236245954692
vi0.09934497816593887
tr0.0782122905027933
et0.07094594594594594
az0.0667420814479638
reliabletrue
passestrue
3
name"Hunter"
dialogue"I’m sorry, I don’t speak... Spanish, is it? Can you tell me in English? Did you see something strange?"
detectedLang"en"
heavyLang"en"
scores
en0.8177153659195248
tl0.619718309859155
nl0.4886363636363637
no0.4655581947743468
it0.4375
sq0.4289340101522843
da0.414570685169124
de0.4135534317984361
sv0.409965034965035
ro0.40476190476190477
et0.3644067796610169
ms0.3553008595988539
yo0.3546845124282983
sl0.3283582089552239
hr0.30769230769230765
hu0.3019648397104447
pl0.29906542056074764
az0.29540709812108557
cs0.2826780021253985
pt0.2826780021253985
fr0.26310043668122274
is0.2474916387959866
lv0.24496644295302009
ca0.24157303370786518
tr0.23382519863791143
es0.21052631578947367
sk0.19161676646706588
lt0.16149068322981366
fi0.09999999999999999
be0.09395973154362416
uk0.08536585365853659
vi0.08536585365853659
reliabletrue
passestrue
4
name"Maria"
dialogue"¡Fue horrible! Dos hombres de negro lo agarraron y él gritó. Nadie se dio cuenta. ¿Por qué no hice nada? ¡Soy una cobarde!"
detectedLang"es"
heavyLang"es"
scores
es0.7995139732685298
pt0.6162790697674417
ca0.5760534429599178
fr0.47784810126582283
it0.4514627659574468
ro0.43103448275862066
tl0.4026068066618393
hr0.3687834736036725
sq0.3170529801324503
eu0.3055555555555556
no0.299660441426146
yo0.29062768701633707
lv0.26339285714285715
en0.2506811989100818
sl0.24726277372262775
pl0.2410303587856486
nl0.23041044776119401
cs0.2090124640460211
da0.20366795366795365
sv0.19512195121951217
vi0.1863905325443787
tr0.18397626112759644
sk0.1758241758241758
az0.14596273291925466
fi0.11003236245954692
hu0.1052060737527115
de0.07511210762331838
ms0.07094594594594594
reliabletrue
passestrue
5
name"Hunter"
dialogue"Whoa, slow down. I can’t understand. You saw a man? A man in what? Can you show me on the camera?"
detectedLang"en"
heavyLang"en"
scores
en0.802087081684059
tl0.6447028423772609
nl0.6
sv0.5943952802359882
no0.5901639344262295
da0.5665878644602049
it0.5319148936170213
ro0.5229835212489159
de0.519650655021834
ca0.5009074410163339
pl0.4644595910418695
yo0.46393762183235865
cs0.462890625
ms0.461839530332681
fr0.46131243878550443
sq0.439918533604888
et0.40540540540540543
sk0.39956331877729256
hr0.3813273340832396
es0.377123442808607
sl0.3764172335600907
pt0.35672514619883045
az0.3483412322274882
fi0.3436754176610978
lv0.30467762326169406
lt0.302915082382763
tr0.289405684754522
hu0.28848641655886154
is0.27821522309711283
vi0.19472913616398244
hi0.13249211356466878
be0.11290322580645161
eu0.11290322580645161
uk0.10277324632952692
reliabletrue
passestrue
6
name"Maria"
dialogue"Las fotos... sí, tengo fotos. Él estaba sonriendo, y luego... Mire, aquí está. Segundos antes de que lo subieran a la camioneta."
detectedLang"es"
heavyLang"es"
scores
es0.8168125381640545
ca0.696969696969697
pt0.6822033898305085
it0.5614035087719298
fr0.5394063459570113
ro0.4712103407755582
eu0.42344650864830236
yo0.39597315436241615
sq0.375
da0.3626062322946175
tr0.34497816593886466
no0.34210526315789475
de0.3253373313343328
nl0.3227990970654628
sv0.31662870159453305
tl0.29851909586905695
pl0.2879746835443038
en0.2857142857142857
az0.27999999999999997
sk0.27942353883106485
vi0.27594529364440873
hu0.2682926829268293
lt0.26108374384236455
ms0.25925925925925924
lv0.2417860151642797
cs0.24114671163575044
hr0.2194275802254987
sl0.20424403183023873
et0.19427036705461057
is0.17050691244239632
fi0.06542056074766354
reliabletrue
passestrue
7
name"Hunter"
dialogue"That’s a truck... and a man. Is that the missing person? Did you witness an abduction? Why didn’t you call 911? Right, you don’t get me. Look, I need to take this camera. Evidence."
detectedLang"en"
heavyLang"en"
scores
en0.8190194142810135
tl0.6657550896384078
nl0.509585376727597
fr0.4986326344576117
yo0.4940202391904324
da0.49285384970032275
no0.49144706426259827
de0.4662785055798156
sv0.4379151762902402
sq0.42827442827442824
it0.42498693152117095
cs0.4008714596949891
ro0.394273127753304
ca0.38478747203579416
ms0.3830622546270331
lv0.3735763097949886
pt0.3699885452462772
is0.358974358974359
es0.34484812388326386
et0.3055555555555556
sk0.2971246006389776
sl0.2912371134020619
tr0.2912371134020619
hu0.2857142857142857
hr0.2791612057667104
pl0.2786885245901639
lt0.2739273927392739
az0.23822714681440443
fi0.21316165951359084
vi0.18032786885245902
eu0.13657770800627944
zh0.06542056074766354
be0.05982905982905983
uk0.05417024935511608
reliabletrue
passestrue
8
name"Maria"
dialogue"No, por favor. Es todo lo que tengo. Mi trabajo, mis recuerdos... ¿va a detener a esos hombres? ¿Encontrarán a ese pobre señor?"
detectedLang"es"
heavyLang"es"
scores
es0.8185217773867136
pt0.6898496240601504
ca0.6634026927784578
fr0.5550161812297735
it0.5508982035928144
ro0.42105263157894735
yo0.39159292035398224
hu0.3888888888888889
en0.3702290076335878
sk0.3609604957397366
pl0.3314424635332253
tl0.32926829268292684
sl0.3204283360790774
hr0.3049705139005897
no0.2881794650560828
lv0.2801047120418848
de0.26404995539696696
nl0.25942549371633755
cs0.25742574257425743
lt0.2486338797814208
sq0.2445054945054945
et0.24311926605504589
da0.2231638418079096
tr0.2231638418079096
is0.1831683168316832
eu0.17992047713717693
ms0.16666666666666666
vi0.16328600405679514
sv0.13431269674711438
az0.0782122905027933
fi0.07094594594594594
reliabletrue
passestrue
9
name"Hunter"
dialogue"I—need—the—camera. Police. I’ll give it back. Understand?"
detectedLang"en"
heavyLang"en"
scores
en0.8073959938366717
tl0.6704745166959578
da0.6615523465703971
no0.6253746253746254
sv0.6145940390544706
ro0.570446735395189
it0.5393120393120393
nl0.5306633291614518
sq0.5033112582781457
cs0.4973190348525469
de0.4791666666666667
sk0.4588744588744588
fr0.4573082489146165
ca0.4541484716157206
hr0.45014662756598234
pl0.4377811094452773
et0.4369369369369369
yo0.4186046511627907
lv0.38825448613376834
ms0.3822075782537067
es0.3169398907103825
sl0.30167597765363136
lt0.2857142857142857
hu0.27466150870406186
tr0.27466150870406186
az0.2690058479532163
is0.267578125
eu0.20042643923240938
fi0.1830065359477124
be0.15730337078651685
pt0.15730337078651685
uk0.14383561643835618
vi0.14383561643835618
reliabletrue
passestrue
10
name"Maria"
dialogue"Está bien. Encuéntrelo. Prométamelo."
detectedLang"es"
heavyLang"es"
scores
es0.7117400419287212
pt0.6121297602256699
ca0.5870870870870871
fr0.5338983050847458
sk0.3982494529540482
it0.3834080717488789
ro0.36194895591647336
cs0.3529411764705882
hr0.23184357541899442
en0.20289855072463767
sl0.20289855072463767
pl0.1863905325443787
tl0.1863905325443787
de0.17664670658682635
ms0.17664670658682635
nl0.17664670658682635
sq0.17664670658682635
reliabletrue
passestrue
11
name"Hunter"
dialogue"Thank you. I’ll have someone translate your statement. Stay in town. Hunter. ... Yeah. ... Where? I’m on my way. I’ve got to go. Don’t leave town."
detectedLang"en"
heavyLang"en"
scores
en0.8177463028535722
tl0.6079749103942652
pl0.4455006337135614
da0.40997977073499664
cs0.38811188811188807
no0.38249823570924485
fr0.38075017692852087
de0.37589158345221113
ro0.37589158345221113
it0.3732091690544413
yo0.36502177068214803
sk0.3532889874353289
hr0.3484735666418466
sl0.3425995492111195
sv0.3366186504927976
nl0.3305279265493497
sq0.3206521739130435
ca0.28629690048939643
ms0.2738589211618257
pt0.24957118353344768
et0.23714036617262424
az0.23513986013986016
lv0.22360248447204967
lt0.21944692239072258
vi0.21028880866425992
es0.20454545454545453
tr0.17140151515151517
fi0.14634146341463414
hi0.08759124087591241
eu0.07112526539278131
hu0.06716417910447761
reliabletrue
passestrue
12
name"Maria"
dialogue"¡Por favor, encuéntrelo! No dejen que esto siga pasando..."
detectedLang"es"
heavyLang"es"
scores
es0.754259501965924
pt0.6657754010695187
ca0.6002132196162047
fr0.46120689655172414
it0.43524096385542166
sq0.41497659906396256
tl0.4028662420382166
lv0.3832236842105263
sk0.34325744308231176
da0.336283185840708
en0.3194192377495462
no0.30167597765363136
pl0.28023032629558536
ro0.27606177606177607
lt0.24395161290322584
cs0.24242424242424243
hr0.21218487394957983
ms0.20550847457627117
eu0.20042643923240938
tr0.19006479481641467
nl0.14772727272727273
sl0.14772727272727273
sv0.14772727272727273
reliabletrue
passestrue