Run: 2026-04-25-01KQ2ENHVXB894WZ59XQFN112T

Run Details

Model:
DeepSeek V4 Pro (Reasoning)
Test:
Language Writing
Scenario:
Character dialogue (Spanish) in a story
Duration:
56.0s
Cost:
$0.001714
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: "No puede ser... la imagen es borrosa, pero ahí hay algo. Algo que no debería estar ahí." Hunter: "Ma'am? I'm Detective Hunter. Mind if I ask you a few questions about last night?" Maria: "¿Detective? Lo siento, no hablo inglés. No entiendo." Hunter: "You were out by the old mill with your camera, right? We have a witness who saw someone matching your description. Did you see anything unusual?" Maria: "Sí, estaba allí. Fue horrible... no sé cómo explicarlo. Una sombra, enorme, y después... desapareció todo." Hunter: "Slow down—I can't understand. Did you say something about a shadow? You look shaken. Show me on the camera, if you can." Maria: "Mire, aquí. ¿Ve? Este borrón... justo antes de que el hombre... se lo llevara. No era un animal. Era otra cosa." Hunter: "That's just a dark smudge. Is that supposed to be a person? Listen, do you have any photos from earlier? Anything clear?" Maria: "¡No me cree! ¡Le digo que vi algo! Un hombre caminaba, luego un ruido espantoso y... nada. Se esfumó." Hunter: "Okay, okay... you saw a man vanish. Like the others." *he takes out a map* "Can you point to exactly where? ¿Dónde? Just point." Maria: "Aquí, en la entrada del viejo molino. Entré justo antes del anochecer. Las luces fallaban." Hunter: "Old mill, dusk. Got it. And the man—what did he look like? Tall? Short?" *he mimes height with his hand* Maria: "Alto, sí. Vestía un abrigo oscuro. No le vi la cara. Todo pasó en segundos." Hunter: "Tall, dark coat. That matches a missing person report. Anything else? ¿Más?" Maria: "Solo esto." *she scrolls to another photo* "En esta sale una niebla rara, justo antes de que todo empezara. No es niebla normal." Hunter: "A fog? I can't make out anything in that. ...Hang on." *his phone rings* "Hunter. ...Yeah? ...What? Now? I'm on my way." *he pockets the phone* "I have to go—emergency. Another disappearance. You should stay inside tonight, ¿entiendes? Safe." *he gestures around, then hurries off* Maria: "¡Espere! ¡Tengo más fotos! ¡No puede irse sin...!" *she trails off as he disappears, then whispers* "Nadie me cree."
created_at"2026-04-25T13:53:34.081Z" 4/25/2026, 1:53:34 PM
model"deepseek/deepseek-v4-pro-20260423"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency901
moderation_latency(null)
generation_time55932
tokens_prompt317
tokens_completion2015
native_tokens_prompt263
native_tokens_completion1956
native_tokens_completion_images(null)
native_tokens_reasoning1361
native_tokens_cached256
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"
usage0.001714045
router(null)
provider_responses
0
endpoint_id"d084170b-dd99-4e53-9ae1-b63881f3cfbf"
id"a8bbf86e-6c53-48a0-99d5-c0a4363c6e61"
is_byokfalse
latency284
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-1777125214-rzyVa3ePOI8U4cVmMCeh"
session_id(null)
api_type"completions"
id"gen-1777125214-l9HsdybKYtoJ1tfIAMTi"
upstream_id"a8bbf86e-6c53-48a0-99d5-c0a4363c6e61"
total_cost0.001714045
cache_discount0.00010208
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 puede ser... la imagen es borrosa, pero ahí hay algo. Algo que no debería estar ahí."
detectedLang"es"
heavyLang"es"
scores
es0.8359041680341319
ca0.70879440885265
pt0.672346002621232
tl0.4840041279669762
no0.47643979057591623
de0.4487320837927233
fr0.44629014396456257
it0.3872549019607844
sv0.37733499377334995
en0.36224489795918363
lv0.3342210386151798
ro0.32523616734143057
eu0.32249322493224936
vi0.3103448275862069
da0.2917847025495751
hr0.27219796215429404
yo0.25261584454409564
is0.24585218702865763
nl0.19224555735056545
hu0.16943521594684383
sl0.16666666666666666
lt0.1539763113367174
sk0.1539763113367174
tr0.14965986394557826
sq0.13494809688581316
pl0.13043478260869565
reliabletrue
passestrue
1
name"Hunter"
dialogue"Ma'am? I'm Detective Hunter. Mind if I ask you a few questions about last night?"
detectedLang"en"
heavyLang"en"
scores
en0.8074346952444741
tl0.6135752688172044
fr0.5830311820159536
it0.55078125
ca0.5325203252032521
pt0.4875222816399288
ro0.484304932735426
da0.4395711500974659
no0.4373776908023483
sv0.4323790720631787
nl0.4053774560496381
cs0.40228690228690234
es0.40166493236212286
sq0.3837084673097535
hr0.3561030235162374
de0.35247747747747743
hu0.35101580135440186
et0.3360277136258661
yo0.32748538011695905
pl0.2866004962779156
sl0.2730720606826802
tr0.26376440460947503
sk0.25997425997426
lt0.20138888888888887
is0.1935483870967742
az0.18785310734463279
lv0.18785310734463279
vi0.18785310734463279
ms0.17503586800573886
be0.10852713178294573
eu0.10852713178294573
fi0.0987460815047022
uk0.0987460815047022
reliabletrue
passestrue
2
name"Maria"
dialogue"¿Detective? Lo siento, no hablo inglés. No entiendo."
detectedLang"es"
heavyLang"es"
scores
es0.7991967871485943
pt0.7011101622544834
it0.6698113207547169
ca0.6187363834422658
en0.5877502944640755
fr0.5580808080808082
tl0.5418848167539267
ro0.4186046511627907
lt0.375
sk0.3566176470588235
no0.33586337760910817
hr0.32432432432432434
cs0.3217054263565891
tr0.3217054263565891
nl0.31237721021611
et0.3055555555555556
yo0.2813141683778234
lv0.2723492723492723
hu0.2273730684326711
sq0.20993227990970656
fi0.20634920634920634
vi0.20634920634920634
da0.1935483870967742
de0.1935483870967742
pl0.1764705882352941
sl0.1606714628297362
sv0.1606714628297362
reliabletrue
passestrue
3
name"Hunter"
dialogue"You were out by the old mill with your camera, right? We have a witness who saw someone matching your description. Did you see anything unusual?"
detectedLang"en"
heavyLang"en"
scores
en0.8129942295362257
tl0.5893946503988737
fr0.49039021549213746
da0.42358366271409753
ms0.4162775183455637
es0.3927827897293546
it0.3732091690544413
de0.3556701030927836
sv0.3356112376613516
nl0.3330792682926829
ca0.3222308288148722
cs0.3222308288148722
ro0.3137254901960784
pt0.3126472898664572
yo0.3099369085173501
et0.27864798021434456
pl0.2714404662781016
no0.2653232577665827
sk0.2331288343558282
sq0.2222222222222222
hu0.15130940834141612
fi0.14215686274509806
lv0.14215686274509806
hr0.11347517730496455
sl0.09326424870466321
lt0.08568443051201673
tr0.08088235294117647
zh0.08088235294117647
is0.07894736842105263
az0.07407407407407407
eu0.07407407407407407
vi0.07407407407407407
reliabletrue
passestrue
4
name"Maria"
dialogue"Sí, estaba allí. Fue horrible... no sé cómo explicarlo. Una sombra, enorme, y después... desapareció todo."
detectedLang"es"
heavyLang"es"
scores
es0.8032528856243442
ca0.695245835026412
pt0.607124148768989
it0.47405329593267886
en0.4665718349928876
fr0.4639027877055039
ro0.3832236842105263
eu0.3397887323943662
sk0.3169398907103825
tl0.30619796484736356
nl0.2767598842815815
yo0.2378048780487805
sl0.23469387755102045
lv0.2219917012448133
pl0.1935483870967742
no0.18655097613882862
hr0.18566775244299674
tr0.18032786885245902
sv0.16294642857142855
is0.14089347079037798
hu0.1166077738515901
vi0.11556603773584906
ms0.09310761789600969
da0.09090909090909091
de0.08647990255785627
reliabletrue
passestrue
5
name"Hunter"
dialogue"Slow down—I can't understand. Did you say something about a shadow? You look shaken. Show me on the camera, if you can."
detectedLang"en"
heavyLang"en"
scores
en0.8043818466353677
tl0.5590828924162257
no0.5148771021992239
sv0.5029821073558649
nl0.4798890429958391
da0.44029850746268656
ca0.423963133640553
it0.3892508143322475
cs0.3872549019607844
fr0.3857493857493857
ro0.38067712634186623
sq0.3654822335025381
es0.3540051679586563
pl0.3438320209973753
yo0.3409490333919156
pt0.33804060017652254
et0.3333333333333333
ms0.3333333333333333
sk0.32795698924731176
hr0.3112947658402204
de0.30683918669131244
fi0.2774566473988439
tr0.2299794661190965
hu0.2291880781089414
is0.2203742203742204
az0.21875
sl0.19181034482758622
lt0.16201117318435754
lv0.1506228765571914
vi0.1506228765571914
hi0.10071942446043164
be0.08536585365853659
eu0.08536585365853659
uk0.07749077490774908
reliabletrue
passestrue
6
name"Maria"
dialogue"Mire, aquí. ¿Ve? Este borrón... justo antes de que el hombre... se lo llevara. No era un animal. Era otra cosa."
detectedLang"es"
heavyLang"es"
scores
es0.8074179743223966
ca0.734147302087436
pt0.6794871794871795
it0.6138443935926774
fr0.6012994683992912
ro0.5945945945945946
tl0.4235695986336465
en0.40318302387267907
yo0.3967828418230563
no0.38130155820348305
hr0.37092264678471576
lv0.37092264678471576
tr0.34782608695652173
da0.3465634075508229
eu0.3440233236151603
sv0.3401759530791789
hu0.3133265513733469
sq0.29319371727748694
de0.291710388247639
cs0.2887249736564805
az0.2516629711751663
nl0.2407199100112486
ms0.2303306727480046
fi0.20867526377491208
sk0.2077464788732394
et0.1758241758241758
sl0.16356877323420074
vi0.11879895561357702
is0.1141732283464567
pl0.09999999999999999
reliabletrue
passestrue
7
name"Hunter"
dialogue"That's just a dark smudge. Is that supposed to be a person? Listen, do you have any photos from earlier? Anything clear?"
detectedLang"en"
heavyLang"en"
scores
en0.8192907160605376
tl0.5525727069351231
da0.4968553459119497
fr0.48220064724919093
no0.4528043775649795
nl0.44367176634214184
sq0.42857142857142855
cs0.4269340974212034
pt0.4190268700072622
hu0.41605839416058393
sv0.4156318480642805
yo0.41348973607038125
sk0.3902439024390244
pl0.38884644766997706
ca0.38791124713083397
hr0.37597503900156004
de0.3700787401574803
es0.3665874901029295
lt0.36
lv0.3464052287581699
sl0.3277310924369748
is0.31682322801024765
ro0.31093884582256676
it0.3006993006993007
fi0.23882017126546146
ms0.22254616132167152
et0.21875
tr0.20870425321463898
eu0.1894630192502533
vi0.18450560652395515
az0.13885898815931108
hi0.08779931584948689
reliabletrue
passestrue
8
name"Maria"
dialogue"¡No me cree! ¡Le digo que vi algo! Un hombre caminaba, luego un ruido espantoso y... nada. Se esfumó."
detectedLang"es"
heavyLang"es"
scores
es0.7952110901071203
pt0.6169711255156157
fr0.6009821976672806
ca0.5729303547963206
it0.5608108108108109
ro0.411231884057971
lv0.3970315398886827
no0.37439846005774785
sl0.3414387031408308
yo0.34010152284263956
da0.32150313152400833
sq0.2857142857142857
hr0.2647058823529412
sv0.2571428571428571
vi0.23349056603773585
en0.22802850356294538
sk0.22711058263971462
pl0.21686746987951808
fi0.2140266021765417
tl0.20924574209245742
tr0.19950738916256158
cs0.17302798982188297
eu0.15474642392717813
hu0.13101604278074866
et0.12751677852348994
ms0.11444141689373298
nl0.11444141689373298
reliabletrue
passestrue
9
name"Hunter"
dialogue"Can you point to exactly where? ¿Dónde? Just point."
detectedLang"en"
heavyLang"en"
scores
en0.8028909329829172
tl0.5405819295558958
es0.4854202401372213
da0.4614003590664273
ca0.45848375451263534
pl0.4307400379506641
cs0.4106090373280943
fr0.40476190476190477
yo0.3135011441647597
sk0.3055555555555556
lv0.2890995260663507
sl0.28741092636579574
hr0.27884615384615385
no0.2665036674816626
lt0.25742574257425743
et0.2537313432835821
sv0.2537313432835821
de0.20634920634920634
ro0.20634920634920634
sq0.20634920634920634
az0.20424403183023873
tr0.20424403183023873
reliabletrue
passestrue
10
name"Maria"
dialogue"Aquí, en la entrada del viejo molino. Entré justo antes del anochecer. Las luces fallaban."
detectedLang"es"
heavyLang"es"
scores
es0.7612681436210847
ca0.6873436718359179
pt0.5727956254272044
fr0.5656706045865184
it0.5656706045865184
tl0.5411160058737151
no0.4588744588744588
ro0.4404655326768129
da0.38785504407443677
sv0.3842364532019704
en0.33932346723044393
sl0.279123414071511
ms0.2724097788125727
is0.2647058823529412
de0.25595238095238093
nl0.2550655542312277
hr0.2541766109785203
tr0.24516908212560387
lv0.24150485436893204
fi0.20382165605095542
eu0.1893644617380026
az0.1355463347164592
yo0.12831241283124128
vi0.11847672778561354
sq0.11095305832147938
lt0.10841654778887304
et0.09682080924855492
reliabletrue
passestrue
11
name"Hunter"
dialogue"Old mill, dusk. Got it. And the man—what did he look like? Tall? Short?"
detectedLang"en"
heavyLang"en"
scores
en0.8159226875287621
tl0.6237064910630291
yo0.4897959183673469
no0.43977591036414565
da0.34102141680395387
sv0.33884297520661155
lv0.3265993265993266
nl0.3150684931506849
sq0.2907801418439716
de0.2248062015503876
lt0.1902834008097166
ca0.18533604887983707
fi0.18533604887983707
es0.17355371900826447
fr0.16317991631799164
ms0.16317991631799164
reliabletrue
passestrue
12
name"Maria"
dialogue"Alto, sí. Vestía un abrigo oscuro. No le vi la cara. Todo pasó en segundos."
detectedLang"es"
heavyLang"es"
scores
es0.7844827586206896
it0.6728971962616822
pt0.6523178807947021
ca0.6509308510638298
fr0.5458477508650519
no0.503780718336484
ro0.48173741362290223
yo0.4712990936555891
da0.4179600886917961
tl0.37869822485207094
lv0.362089914945322
sv0.35344827586206895
sl0.3320610687022901
nl0.29718875502008035
is0.29624664879356566
tr0.2738589211618257
vi0.2595204513399154
eu0.2467718794835007
sq0.22794117647058826
en0.16534181240063595
hr0.16134185303514376
hu0.15730337078651685
lt0.15048543689320387
ms0.15048543689320387
sk0.14772727272727273
fi0.13793103448275862
pl0.125
et0.11616161616161616
reliabletrue
passestrue
13
name"Hunter"
dialogue"Tall, dark coat. That matches a missing person report. Anything else? ¿Más?"
detectedLang"en"
heavyLang"en"
scores
en0.7788697788697789
tl0.6442687747035574
fr0.5821727019498607
sv0.5622568093385214
es0.5490981963927856
de0.5033112582781457
it0.4851258581235698
da0.48394495412844035
pt0.47976878612716767
hu0.47735191637630664
ms0.471830985915493
nl0.46492271105826394
sq0.4571773220747889
no0.4538834951456311
ca0.4532199270959903
ro0.44785276073619634
is0.44512946979038226
cs0.41709844559585496
sk0.3553008595988539
et0.35344827586206895
pl0.33920704845814975
hr0.3382352941176471
az0.30124223602484473
lt0.2549668874172185
sl0.24874791318864775
lv0.24369747899159663
tr0.24242424242424243
fi0.23857868020304565
yo0.20913884007029876
eu0.1346153846153846
vi0.1346153846153846
reliabletrue
passestrue
14
name"Maria"
dialogue"En esta sale una niebla rara, justo antes de que todo empezara. No es niebla normal."
detectedLang"es"
heavyLang"es"
scores
es0.7829681686647375
pt0.7151383613673359
ca0.7105843439911798
fr0.5703764320785597
tl0.5481927710843374
ro0.5378521126760564
it0.53125
no0.5084269662921348
de0.47657028913260224
da0.4760479041916168
en0.4593202883625128
tr0.45426195426195426
nl0.4479495268138801
sv0.4211686879823594
lv0.37722419928825623
eu0.3502475247524753
ms0.33035714285714285
pl0.3234536082474227
fi0.2981283422459893
hu0.27486187845303867
az0.27184466019417475
yo0.26880222841225626
hr0.2335766423357664
lt0.22680412371134018
sk0.2222222222222222
is0.2033383915022762
sl0.2033383915022762
et0.1935483870967742
sq0.1935483870967742
cs0.10102739726027396
reliabletrue
passestrue
15
name"Hunter"
dialogue"I have to go—emergency. Another disappearance. You should stay inside tonight, ¿entiendes? Safe."
detectedLang"en"
heavyLang"en"
scores
en0.7952833278742221
tl0.5844414893617021
da0.5799731182795699
es0.5162538699690402
fr0.5090337784760408
no0.46120689655172414
it0.4507908611599297
pl0.4212962962962963
yo0.4098205854579792
cs0.378727634194831
pt0.378727634194831
ca0.37374749498997994
nl0.33581296493092455
hr0.3343982960596379
et0.3228602383531961
sk0.2961711711711712
de0.2672919109026964
sv0.25059952038369304
sq0.23594132029339854
lv0.22839506172839508
sl0.22744128553770088
ms0.2128463476070529
lt0.21085858585858586
ro0.20483460559796438
fi0.1270949720670391
be0.10071942446043164
tr0.10071942446043164
hu0.09682080924855492
az0.09156976744186046
is0.09156976744186046
uk0.09156976744186046
vi0.09156976744186046
reliabletrue
passestrue
16
name"Maria"
dialogue"Nadie me cree."
detectedLang"es"
heavyLang"es"
scores
es0.8050682261208577
fr0.6563573883161512
sq0.5967741935483871
et0.48717948717948717
no0.47643979057591623
en0.46808510638297873
pt0.46808510638297873
sl0.46808510638297873
ms0.45652173913043476
nl0.45652173913043476
it0.4444444444444444
az0.43820224719101125
tl0.43820224719101125
fi0.42857142857142855
reliabletrue
passestrue