Run: 2026-04-25-01KQ2DKXWYH4PS5CXMJXK3FA0E

Run Details

Model:
DeepSeek V4 Pro (Reasoning)
Test:
Language Writing
Scenario:
Character dialogue (Spanish) in a story
Duration:
1m 52s
Cost:
$0.003597
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 puedo dejar de pensar en lo que vi. Fue horrible." Hunter: "Miss? I need to ask you some questions about last night. What were you doing at the apple festival?" Maria: "Estaba tomando fotos, como siempre. Luego vi algo... algo que no debí ver." Hunter: "I don't understand a word you're saying. Do you speak English at all?" Maria: "No hablo inglés. Por favor, necesito ayuda. Tomé una foto del hombre." Hunter: "Look, just show me your camera. Maybe that'll explain things." Maria: "Aquí, en la pantalla. Ese hombre... estaba siguiendo a alguien. Y luego, desapareció." Hunter: "A man? Following someone? Is that what this is? I need more details. Was it at the Henderson house?" Maria: "No sé ningún Henderson. Vi a la persona desaparecer detrás del escenario. Tomé la foto justo antes." Hunter: "Behind the stage, huh? This might be useful. Can I take this? We'll need it as evidence." Maria: "No, por favor, no se la lleve. Es mi única prueba. Tengo miedo de que me haga algo." Hunter: "I'm trying to help you, but I can't if I don't know what you're saying. Just... do you feel threatened? ¿Amenazada? Like... danger?" Maria: "Sí, siento peligro. El hombre me miró después de tomar la foto. Por eso estoy temblando." Hunter: "What? I've got a call. Yeah. Now? On my way. Maria, stay here. ¿Está bien? Stay." Maria: "Pero... ¿va a volver? Por favor, no me deje sola." Hunter: "I'll send someone. Just wait. I have to go."
created_at"2026-04-25T13:35:12.289Z" 4/25/2026, 1:35:12 PM
model"deepseek/deepseek-v4-pro-20260423"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency1644
moderation_latency(null)
generation_time112096
tokens_prompt317
tokens_completion4350
native_tokens_prompt263
native_tokens_completion4120
native_tokens_completion_images(null)
native_tokens_reasoning3715
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"
usage0.003596725
router(null)
provider_responses
0
endpoint_id"d084170b-dd99-4e53-9ae1-b63881f3cfbf"
id"c1f47728-b376-4395-9562-fa8861251d39"
is_byokfalse
latency293
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-1777124112-YMFGae6aTupXLyVmJWbM"
session_id(null)
api_type"completions"
id"gen-1777124112-M7CMfb3lhFqWFnbwRId4"
upstream_id"c1f47728-b376-4395-9562-fa8861251d39"
total_cost0.003596725
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 puedo dejar de pensar en lo que vi. Fue horrible."
detectedLang"es"
heavyLang"es"
scores
es0.8058252427184466
ca0.7262149212867899
pt0.634703196347032
fr0.6101364522417154
no0.6035678889990089
da0.5402298850574713
sv0.5359628770301624
it0.5271867612293144
nl0.4784876140808344
eu0.4490358126721763
tr0.42528735632183906
en0.40828402366863903
tl0.36608557844690964
yo0.36608557844690964
sl0.35691318327974275
ro0.35064935064935066
lv0.33554817275747506
ms0.33554817275747506
vi0.32318104906937395
is0.250936329588015
az0.2366412213740458
hr0.20159680638722555
hu0.19517102615694165
sk0.18533604887983707
fi0.17355371900826447
pl0.15789473684210525
et0.15074309978768577
de0.14346895074946467
lt0.14346895074946467
sq0.13606911447084233
reliabletrue
passestrue
1
name"Hunter"
dialogue"Miss? I need to ask you some questions about last night. What were you doing at the apple festival?"
detectedLang"en"
heavyLang"en"
scores
en0.8258306538049303
tl0.6461622210125203
fr0.5655080213903744
no0.5403111739745403
da0.5380241648898366
it0.4901960784313726
cs0.4352736750651607
ca0.42781690140845074
hr0.4122965641952984
nl0.3925233644859813
es0.3873704052780396
sv0.385633270321361
yo0.3838862559241706
et0.38154138915318747
pt0.3658536585365854
sq0.344758064516129
pl0.33264887063655035
sk0.33127572016460904
sl0.32150313152400833
de0.3128964059196617
lt0.3107104984093319
ms0.28335170893054024
lv0.27616926503340755
ro0.24242424242424243
az0.21780986762936222
hu0.1709183673469388
be0.09722222222222222
tr0.09722222222222222
fi0.08835904628330996
is0.08835904628330996
uk0.08835904628330996
vi0.08835904628330996
reliabletrue
passestrue
2
name"Maria"
dialogue"Estaba tomando fotos, como siempre. Luego vi algo... algo que no debí ver."
detectedLang"es"
heavyLang"es"
scores
es0.8120300751879699
pt0.7374562427071178
ca0.6024734982332155
it0.5522388059701493
tl0.42233632862644416
no0.38524590163934425
sv0.3784530386740331
en0.3723849372384937
lv0.3706293706293706
fr0.337260677466863
pl0.3343195266272189
nl0.3202416918429003
da0.3087557603686636
hr0.27184466019417475
sk0.2598684210526316
tr0.2598684210526316
lt0.24114671163575044
de0.22945205479452058
eu0.20071047957371224
vi0.1818181818181818
cs0.12959381044487428
sl0.12959381044487428
et0.12280701754385964
sq0.12280701754385964
az0.11591355599214145
ro0.11591355599214145
reliabletrue
passestrue
3
name"Hunter"
dialogue"I don't understand a word you're saying. Do you speak English at all?"
detectedLang"en"
heavyLang"en"
scores
en0.8187092095721538
no0.6240601503759399
da0.6028594122319301
tl0.5990376904570971
sv0.5265151515151516
cs0.5155038759689923
pl0.4747899159663866
hr0.46977730646871685
sk0.4582881906825569
de0.4469026548672566
sq0.441340782122905
ro0.42857142857142855
it0.3842364532019704
pt0.3718592964824121
yo0.36224489795918363
ca0.3540051679586563
nl0.3315508021390375
tr0.33065595716198126
vi0.32795698924731176
hu0.3084370677731674
et0.299719887955182
is0.29775280898876405
sl0.29577464788732394
lt0.2248062015503876
ms0.2125984251968504
az0.21011058451816747
lv0.21011058451816747
es0.20886075949367086
fr0.18962722852512154
be0.12280701754385964
eu0.12280701754385964
fi0.11190053285968028
uk0.11190053285968028
reliabletrue
passestrue
4
name"Maria"
dialogue"No hablo inglés. Por favor, necesito ayuda. Tomé una foto del hombre."
detectedLang"es"
heavyLang"es"
scores
es0.8051441932969602
ca0.6537396121883656
it0.6392496392496393
pt0.6031746031746031
ro0.4582881906825569
no0.40828402366863903
fr0.3540051679586563
tl0.3498049414824447
en0.34210526315789475
sk0.32795698924731176
sl0.32432432432432434
da0.3206521739130435
sq0.2805755395683453
lv0.2795389048991354
sv0.2492492492492493
tr0.2492492492492493
hr0.24242424242424243
cs0.22720247295208654
pl0.2163009404388715
et0.21383647798742136
nl0.20382165605095542
hu0.17081260364842457
de0.11190053285968028
reliabletrue
passestrue
5
name"Hunter"
dialogue"Look, just show me your camera. Maybe that'll explain things."
detectedLang"en"
heavyLang"en"
scores
en0.7855917667238422
nl0.5664739884393063
tl0.5259165613147914
ms0.4806094182825485
fr0.473314606741573
sv0.4658119658119659
es0.44526627218934917
ca0.4318181818181818
pt0.4085173501577287
ro0.39903846153846156
sq0.3980738362760835
de0.3892508143322475
it0.38825448613376834
et0.3444055944055944
no0.3029739776951673
fi0.2870722433460076
is0.19006479481641467
sl0.19006479481641467
da0.1610738255033557
reliabletrue
passestrue
6
name"Maria"
dialogue"Aquí, en la pantalla. Ese hombre... estaba siguiendo a alguien. Y luego, desapareció."
detectedLang"es"
heavyLang"es"
scores
es0.8295144571740317
ca0.7360641891891891
pt0.5516499282639885
fr0.5353159851301116
it0.4987971130713713
ro0.42555147058823534
tl0.40076701821668265
is0.3914313534566699
en0.375
no0.3686868686868687
eu0.358974358974359
fi0.358974358974359
sq0.33862433862433866
nl0.3206521739130435
sv0.31167400881057267
tr0.296962879640045
hu0.28977272727272724
vi0.28734321550741165
et0.28325688073394495
ms0.2707117852975496
da0.26035502958579887
sk0.2568370986920333
yo0.25239234449760767
pl0.251497005988024
hr0.24789410348977134
sl0.20886075949367086
de0.1819371727748691
cs0.17437252311756934
lt0.11598302687411598
az0.10071942446043164
lv0.10071942446043164
reliabletrue
passestrue
7
name"Hunter"
dialogue"A man? Following someone? Is that what this is? I need more details. Was it at the Henderson house?"
detectedLang"en"
heavyLang"en"
scores
en0.8262923846581434
tl0.6781668383110195
nl0.5941558441558442
da0.5716244002741604
no0.5586158192090396
sv0.5031796502384738
de0.4885433715220949
yo0.4881244881244881
sq0.44543034605146403
it0.38665358194308147
hr0.3842364532019704
is0.38241106719367585
hu0.37624750499001997
fr0.3654822335025381
pt0.358974358974359
ca0.34895833333333337
lv0.3434873949579832
lt0.32432432432432434
ro0.3169398907103825
es0.30709534368070956
et0.29775280898876405
ms0.27578215527230593
cs0.27494199535962877
pl0.26985981308411217
tr0.24969987995198079
sk0.24425634824667475
sl0.22166874221668745
az0.17546174142480211
vi0.17546174142480211
be0.10071942446043164
eu0.10071942446043164
fi0.09156976744186046
uk0.09156976744186046
reliabletrue
passestrue
8
name"Maria"
dialogue"No sé ningún Henderson. Vi a la persona desaparecer detrás del escenario. Tomé la foto justo antes."
detectedLang"es"
heavyLang"es"
scores
es0.7775391224301933
ca0.6869602763385146
pt0.6663598711458812
it0.6367735470941884
no0.5658682634730539
da0.5211360634081902
ro0.47766570605187325
fr0.465339233038348
tl0.46375739644970415
sv0.45976154992548435
de0.4414483821263482
en0.42596991290577996
sk0.4172025723472669
nl0.4067103109656301
ms0.40280065897858325
yo0.3766122098022356
is0.3657042869641295
lv0.363476733977173
hr0.358974358974359
sq0.3397085610200365
cs0.3179680150517403
hu0.30952380952380953
eu0.30886558627264066
tr0.2988394584139265
pl0.29406037000973706
sl0.2676767676767676
vi0.25944841675178754
lt0.25564681724846
et0.25488180883864336
fi0.16087962962962962
az0.15105386416861827
reliabletrue
passestrue
9
name"Hunter"
dialogue"Behind the stage, huh? This might be useful. Can I take this? We'll need it as evidence."
detectedLang"en"
heavyLang"en"
scores
en0.8078850651520215
tl0.6266233766233766
yo0.5432883240667197
fr0.46955719557195574
sq0.4412050534499514
no0.3985355648535565
da0.39790575916230364
pt0.3823845327604726
ro0.37837837837837834
it0.33831990794016115
lv0.33679354094579006
ca0.3329466357308584
hu0.31710213776722085
cs0.31220095693779903
nl0.28125
sv0.2730720606826802
tr0.27122940430925224
et0.25997425997426
lt0.23333333333333334
ms0.23025435073627845
es0.21555252387448842
sl0.2101648351648352
de0.20470262793914246
sk0.20027816411682894
eu0.19692737430167598
az0.1958041958041958
hr0.19467787114845939
pl0.1797432239657632
be0.10852713178294573
is0.0987460815047022
uk0.0987460815047022
vi0.0987460815047022
reliabletrue
passestrue
10
name"Maria"
dialogue"No, por favor, no se la lleve. Es mi única prueba. Tengo miedo de que me haga algo."
detectedLang"es"
heavyLang"es"
scores
es0.8184401641932427
ca0.6881778741865511
pt0.6845858475041141
it0.5901639344262295
fr0.5824255628177197
sq0.5689655172413793
ro0.5388933440256616
no0.510221465076661
sl0.4497607655502392
hr0.4226907630522089
yo0.3985355648535565
hu0.38568376068376065
da0.38105489773950485
sk0.37363834422657954
en0.36252771618625274
tl0.3488108720271801
nl0.3443557582668187
sv0.3154761904761905
tr0.3097238895558223
lv0.30387409200968524
ms0.3021844660194175
pl0.27854454203262236
cs0.27490542244640603
de0.267515923566879
eu0.23941798941798942
fi0.2353723404255319
is0.16058394160583941
et0.1417910447761194
lt0.13663663663663664
vi0.1274658573596358
az0.0987460815047022
reliabletrue
passestrue
11
name"Hunter"
dialogue"I'm trying to help you, but I can't if I don't know what you're saying. Just... do you feel threatened? ¿Amenazada? Like... danger?"
detectedLang"en"
heavyLang"en"
scores
en0.8146317350469598
tl0.40898345153664306
no0.4028662420382166
cs0.3734335839598998
sv0.37027707808564225
pl0.35008665511265163
hr0.3333333333333333
ca0.3297587131367293
da0.32915921288014316
sk0.3093922651933701
fr0.30619796484736356
yo0.2870722433460076
es0.2753623188405797
lt0.2537313432835821
pt0.2537313432835821
sq0.25074925074925075
sl0.24318869828456105
ro0.19957310565635006
lv0.19786096256684493
vi0.1883116883116883
tr0.1847826086956522
et0.18032786885245902
it0.13294797687861273
de0.12587412587412586
nl0.11137440758293839
be0.08536585365853659
hu0.08200734394124846
az0.07749077490774908
is0.07749077490774908
uk0.07749077490774908
reliabletrue
passestrue
12
name"Maria"
dialogue"Sí, siento peligro. El hombre me miró después de tomar la foto. Por eso estoy temblando."
detectedLang"es"
heavyLang"es"
scores
es0.8022512929723151
pt0.622969837587007
ca0.6218731820826061
it0.5343839541547278
tl0.4873817034700315
fr0.48371723590150917
ro0.4791666666666667
sq0.4650205761316873
yo0.4003690036900369
no0.3602362204724409
ms0.33605720122574056
nl0.3157894736842105
sv0.2995689655172413
en0.26719278466741825
et0.26220204313280365
hu0.2545871559633027
lt0.24418604651162787
da0.22526817640047678
sk0.214975845410628
fi0.21020656136087487
sl0.20245398773006135
pl0.19254658385093168
cs0.19053549190535493
de0.16666666666666666
tr0.13101604278074866
vi0.11444141689373298
eu0.09722222222222222
az0.08835904628330996
lv0.08835904628330996
hr0.08321579689703808
reliabletrue
passestrue
13
name"Hunter"
dialogue"What? I've got a call. Yeah. Now? On my way. Maria, stay here. ¿Está bien? Stay."
detectedLang"en"
heavyLang"en"
scores
en0.7823860727086533
es0.6057513914656772
pt0.5636550308008214
ca0.5380434782608695
fr0.5109321058688148
cs0.5081018518518519
sk0.5035046728971962
tl0.46406052963430017
pl0.4501940491591203
fi0.4378306878306878
sq0.4121715076071923
ro0.4022503516174402
et0.39716312056737585
hr0.3928571428571429
it0.39198855507868385
yo0.37683284457478006
eu0.3338557993730407
lt0.3285939968404423
no0.3189102564102564
da0.3178170144462279
nl0.3111831442463533
de0.3078175895765472
sv0.3078175895765472
ms0.30327868852459017
sl0.27597955706984667
hu0.2685025817555938
lv0.2328519855595668
hi0.1650294695481336
tr0.1533864541832669
is0.15
az0.1414141414141414
vi0.1414141414141414
reliabletrue
passestrue
14
name"Maria"
dialogue"Pero... ¿va a volver? Por favor, no me deje sola."
detectedLang"es"
heavyLang"es"
scores
es0.7971602434077079
pt0.7206703910614525
ca0.6575342465753424
it0.653179190751445
sq0.5804195804195804
en0.5702005730659025
fr0.5614035087719298
ro0.5370370370370371
no0.5184590690208668
tl0.511400651465798
sl0.44751381215469616
sv0.4318181818181818
sk0.42418426103646834
nl0.42196531791907516
hr0.4152046783625731
lv0.40119760479041916
pl0.375
tr0.3548387096774194
et0.34497816593886466
hu0.34210526315789475
ms0.3288590604026846
fi0.3150684931506849
da0.3135011441647597
cs0.3055555555555556
yo0.2840095465393795
lt0.21465968586387435
is0.2
az0.1891891891891892
eu0.1891891891891892
vi0.1891891891891892
de0.18256130790190736
reliabletrue
passestrue
15
name"Hunter"
dialogue"I'll send someone. Just wait. I have to go."
detectedLang"en"
heavyLang"en"
scores
en0.8090145148968678
da0.609375
pl0.5961227786752827
yo0.5462794918330308
hr0.504950495049505
no0.503968253968254
sv0.4897959183673469
tl0.4897959183673469
cs0.48559670781893005
ca0.46236559139784944
sk0.44933920704845814
lv0.42528735632183906
lt0.4004796163069544
et0.39759036144578314
sq0.34895833333333337
sl0.32614555256064687
it0.3150684931506849
ro0.2647058823529412
es0.2378048780487805
pt0.2378048780487805
be0.21875
tr0.21875
hu0.21135646687697163
az0.20127795527156547
is0.20127795527156547
uk0.20127795527156547
vi0.20127795527156547
reliabletrue
passestrue