Run: 2026-09-03-01M1K9ZMGS3FQX2SCWY79ZNPGP

Run Details

Model:
DeepSeek V4 Pro 0813 (Reasoning, High)
Test:
Language Writing
Scenario:
Character dialogue (French) in a story
Duration:
1m 35s
Cost:
$0.019021
Provider:
Alibaba

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="Marie"> Marie is a 30-year old college student on a study abroad program. Born in France, she is fluent in French 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 French, 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: Marie 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 French, and Hunter looks confused. They talk for a while, until Hunter gets a call and has to leave. Return the dialogue between Marie and Hunter as a voice sheet: Marie: "..." Hunter: "..."

Model response

AI
Marie: "Je n'arrête pas de revoir cette image... C'était affreux." Hunter: "Ma'am. I'm Detective Hunter. I need to ask you about the disappearance at the apple festival." Marie: "Le festival... Oui, j'y étais. Cet homme... il était juste là, et puis..." Hunter: "I don't speak French. Do you speak English?" Marie: "Non, je ne parle pas anglais. Je suis française." Hunter: "Okay. The camera—did you take pictures at the festival?" Marie: "Oui, j'ai pris des photos. Mais je ne veux pas les regarder." Hunter: "I need to see them. Please." Marie: "Je... d'accord. Regardez. Là, dans le coin. Une ombre." Hunter: "A shadow? A person?" Marie: "Je ne sais pas. Peut-être une personne. J'ai entendu une voix juste avant." Hunter: "A voice? What did it say?" Marie: "Une phrase en anglais. 'The trees are watching.' C'est tout ce que j'ai compris." Hunter: "'The trees are watching.' That's what you heard?" Marie: "Oui. Après, l'homme a disparu. J'ai couru." Hunter: "Okay. That's... something. I need a translator." Hunter: "Excuse me. (into phone) Detective Hunter. ... Now? Understood. I'm on my way." Hunter: "I have to go. Stay here. I'll send someone who speaks French." Marie: "D'accord. Mais ne tardez pas. Cette ville me fait peur." Hunter: "I don't know what you said, but stay put. I'll be back."
created_at"2026-09-03T09:35:45.191Z" 9/3/2026, 9:35:45 AM
model"deepseek/deepseek-v4-pro-20260813"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency1162
moderation_latency(null)
generation_time94680
tokens_prompt303
tokens_completion5659
native_tokens_prompt342
native_tokens_completion5537
native_tokens_completion_images(null)
native_tokens_reasoning5163
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"
service_tier(null)
usage0.019021266
router(null)
user_agent"langchainjs-openai/1.0.0 ((node/v24.19.0; linux; x64))"
http_referer(null)
request_id"req-1788428145-S4JrXzWvTd2aNZk5iLwT"
session_id(null)
preset_id(null)
api_type"completions"
id"gen-1788428145-b6fNl2pmVXJH1VI0ysQm"
upstream_id"chatcmpl-b695f31b-2e52-956d-a028-68459a4cab86"
provider_responses
0
endpoint_id"e719d276-b080-47ee-ae4f-63ed656a0b7a"
id"chatcmpl-b695f31b-2e52-956d-a028-68459a4cab86"
is_byokfalse
latency1162
model_permaslug"deepseek/deepseek-v4-pro-20260813"
provider_name"Alibaba"
status200
total_cost0.019021266
cache_discount(null)
upstream_inference_cost0
provider_name"Alibaba"
response_cache_source_id(null)
data_region"global"
workspace_id"97e315e5-d303-487d-83c1-83180e8a13d4"

Evaluation details

Result Evaluator Details Meta Data
100.00% Parse dialogue n/a
dialogue
0
name"Marie"
dialogue"Je n'arrête pas de revoir cette image... C'était affreux."
detectedLang"fr"
heavyLang"fr"
scores
fr0.8086447546150384
nl0.5488322717622081
pt0.48918269230769235
ca0.4720496894409938
sl0.4264507422402159
de0.4193989071038251
en0.4170096021947874
es0.41460055096418735
no0.41460055096418735
ro0.41054091539528437
da0.4072524407252441
it0.39544807965860596
yo0.37683284457478006
sq0.3722304283604136
hr0.35703479576399394
hu0.3369734789391576
cs0.3328100470957614
sk0.33070866141732286
tr0.2975206611570248
ms0.256993006993007
tl0.256993006993007
sv0.21150278293135436
lt0.17635658914728683
pl0.17635658914728683
eu0.1414141414141414
az0.1290983606557377
reliabletrue
passestrue
1
name"Hunter"
dialogue"Ma'am. I'm Detective Hunter. I need to ask you about the disappearance at the apple festival."
detectedLang"en"
heavyLang"en"
scores
en0.7897120672921385
tl0.6196606202457579
da0.5838668373879642
no0.5825305073859988
fr0.570957095709571
it0.5448179271708684
nl0.500768049155146
cs0.496124031007752
ca0.47283049472830496
hr0.4724025974025974
es0.4698205546492659
sq0.4596841230257689
sv0.45606694560669453
ro0.44396920444824634
sl0.4333042720139495
pt0.4313210848643919
de0.41282746160794936
ms0.3890977443609023
yo0.375
sk0.36954413191076624
et0.33264887063655035
pl0.33264887063655035
lt0.3107104984093319
lv0.27616926503340755
az0.21780986762936222
hu0.1709183673469388
tr0.16559691912708602
be0.09722222222222222
fi0.08835904628330996
is0.08835904628330996
uk0.08835904628330996
vi0.08835904628330996
reliabletrue
passestrue
2
name"Marie"
dialogue"Le festival... Oui, j'y étais. Cet homme... il était juste là, et puis..."
detectedLang"fr"
heavyLang"fr"
scores
fr0.8096446700507615
et0.5867768595041323
it0.5322245322245323
da0.5287958115183247
no0.5140388768898488
pt0.5
ca0.496080627099664
ro0.46428571428571425
es0.4558645707376058
sl0.40318302387267907
lt0.3553008595988539
en0.35344827586206895
ms0.35344827586206895
nl0.35344827586206895
tl0.35344827586206895
az0.34114202049780384
yo0.3181818181818182
hr0.3087557603686636
cs0.293563579277865
sv0.28457869634340227
hu0.2682926829268293
lv0.2682926829268293
vi0.25864909390444807
fi0.23857868020304565
de0.225473321858864
sq0.22413793103448276
sk0.2077464788732394
tr0.15730337078651685
eu0.1362763915547025
pl0.12280701754385964
reliabletrue
passestrue
3
name"Hunter"
dialogue"I don't speak French. Do you speak English?"
detectedLang"en"
heavyLang"en"
scores
en0.8143146522619852
tl0.5621019108280255
hr0.5462046204620462
cs0.5346869712351946
pl0.494485294117647
sq0.47718631178707227
pt0.4751908396946565
no0.45219123505976094
da0.434156378600823
sv0.43298969072164945
sk0.4258872651356994
it0.41113490364025695
vi0.38752783964365256
yo0.375
ro0.3707093821510297
ca0.3341404358353511
sl0.3037974683544304
es0.26273458445040215
de0.207492795389049
ms0.207492795389049
be0.20289855072463767
tr0.20289855072463767
hu0.19590643274853803
az0.1863905325443787
et0.1863905325443787
is0.1863905325443787
lt0.1863905325443787
lv0.1863905325443787
uk0.1863905325443787
reliabletrue
passestrue
4
name"Marie"
dialogue"Non, je ne parle pas anglais. Je suis française."
detectedLang"fr"
heavyLang"fr"
scores
fr0.8075689544579858
sl0.6651785714285715
ca0.6277915632754343
it0.6129032258064515
sq0.604221635883905
cs0.5956873315363882
hr0.5856353591160222
lt0.5850622406639004
en0.5535714285714286
sk0.5440729483282675
nl0.5419847328244275
lv0.5121951219512195
ro0.5106035889070147
yo0.44751381215469616
pl0.4318181818181818
de0.42418426103646834
pt0.42418426103646834
hu0.42196531791907516
es0.42084942084942084
tr0.4186046511627907
ms0.40711462450592883
eu0.3576017130620985
et0.3197278911564626
no0.3087557603686636
az0.3071593533487298
da0.29577464788732394
sv0.29577464788732394
fi0.22680412371134018
tl0.18256130790190736
is0.16434540389972147
reliabletrue
passestrue
5
name"Hunter"
dialogue"Okay. The camera—did you take pictures at the festival?"
detectedLang"en"
heavyLang"en"
scores
en0.7794580970384373
tl0.7282608695652174
fr0.6
da0.5939675174013921
no0.5920745920745921
ca0.5772946859903382
ro0.5501285347043702
nl0.5436766623207301
it0.5042492917847025
sv0.5
ms0.4845360824742268
es0.44620253164556967
cs0.4308943089430894
sl0.4308943089430894
et0.38596491228070173
de0.3794326241134752
sq0.37275985663082434
hr0.36479128856624315
pt0.36479128856624315
lv0.29435483870967744
lt0.2647058823529412
az0.25213675213675213
sk0.25213675213675213
yo0.23413566739606126
hu0.1606714628297362
fi0.15254237288135594
pl0.15254237288135594
reliabletrue
passestrue
6
name"Marie"
dialogue"Oui, j'ai pris des photos. Mais je ne veux pas les regarder."
detectedLang"fr"
heavyLang"fr"
scores
fr0.8229461756373938
ca0.6138002059732235
nl0.569954128440367
en0.4762569832402235
es0.4658119658119659
pt0.46197991391678617
sl0.44526627218934917
de0.4369369369369369
hr0.43095599393019723
lt0.4292237442922375
no0.39999999999999997
sq0.38825448613376834
cs0.37913907284768217
tl0.3718592964824121
ro0.3194192377495462
lv0.3169398907103825
sv0.3131868131868132
da0.3042671614100185
yo0.3029739776951673
it0.30167597765363136
sk0.27884615384615385
tr0.20042643923240938
pl0.19527896995708155
fi0.19006479481641467
ms0.1830065359477124
hu0.17943107221006563
hi0.17035398230088497
reliabletrue
passestrue
7
name"Hunter"
dialogue"I need to see them. Please."
detectedLang"en"
heavyLang"en"
scores
en0.8414855072463768
et0.6800731261425961
tl0.6004566210045662
pl0.5986238532110092
hr0.5930232558139535
no0.5920745920745921
da0.5813397129186603
cs0.5742092457420924
yo0.5614035087719298
sk0.5382585751978892
ro0.5205479452054795
lv0.5138888888888888
lt0.4883040935672514
ca0.44089456869009586
sv0.44089456869009586
sq0.4336569579288026
sl0.40878378378378377
it0.396551724137931
be0.2857142857142857
tr0.2857142857142857
hu0.2768595041322314
az0.2647058823529412
is0.2647058823529412
uk0.2647058823529412
vi0.2647058823529412
reliabletrue
passestrue
8
name"Marie"
dialogue"Je... d'accord. Regardez. Là, dans le coin. Une ombre."
detectedLang"fr"
heavyLang"fr"
scores
fr0.7927767910005921
it0.622844827586207
es0.5225102319236016
yo0.5159059474412172
ca0.5091164095371669
nl0.45987654320987653
sl0.453125
ro0.43548387096774194
tl0.41471571906354515
hr0.328214971209213
en0.32038834951456313
vi0.30966469428007887
cs0.29577464788732394
sk0.29292929292929293
da0.2222222222222222
hu0.21875
pl0.20634920634920634
de0.18604651162790697
reliabletrue
passestrue
9
name"Hunter"
dialogue"A shadow? A person?"
detectedLang"en"
heavyLang"en"
scores
en0.7037914691943127
pt0.6898263027295286
sv0.647887323943662
no0.6458923512747876
ca0.6438746438746439
ro0.6408045977011495
da0.6376811594202898
es0.6376811594202898
sq0.6376811594202898
hu0.6366279069767442
de0.6301775147928995
it0.6301775147928995
tl0.6268656716417911
is0.625748502994012
fr0.6165644171779141
cs0.6044303797468354
sk0.6019108280254777
hr0.5777027027027027
pl0.5674740484429065
lt0.5519713261648745
ms0.5471014492753623
lv0.5370370370370371
nl0.5370370370370371
tr0.5353159851301116
az0.5078740157480316
et0.4939271255060729
yo0.4877049180327869
sl0.4186046511627907
eu0.358974358974359
vi0.358974358974359
fi0.33510638297872336
reliabletrue
passestrue
10
name"Marie"
dialogue"Je ne sais pas. Peut-être une personne. J'ai entendu une voix juste avant."
detectedLang"fr"
heavyLang"fr"
scores
fr0.8269581056466303
ca0.5544090056285178
cs0.47802197802197804
ro0.46145124716553293
pt0.4476744186046512
sq0.4476744186046512
it0.42702050663449936
nl0.4263285024154589
hr0.4193154034229829
es0.40176322418136023
et0.4010088272383354
sk0.3964421855146125
sl0.38788659793814434
tr0.38788659793814434
en0.38551099611901685
de0.3823146944083225
no0.375
lt0.3658210947930574
ms0.33473389355742295
sv0.31457431457431456
da0.30453879941434847
tl0.3004418262150221
eu0.27370030581039756
lv0.2725880551301685
yo0.2554858934169279
pl0.24000000000000002
hu0.23387096774193547
fi0.15630550621669628
is0.1171003717472119
az0.11048689138576778
reliabletrue
passestrue
11
name"Hunter"
dialogue"A voice? What did it say?"
detectedLang"en"
heavyLang"en"
scores
en0.8338081671415004
tl0.5862884160756502
fr0.527027027027027
yo0.527027027027027
ja0.5042492917847025
sq0.47447447447447455
hu0.4712990936555891
lv0.4712990936555891
pt0.4444444444444444
ro0.44267515923566875
ca0.4372990353697749
cs0.4299674267100977
es0.4299674267100977
sk0.42622950819672134
it0.41666666666666663
hr0.3902439024390244
pl0.375
sl0.33962264150943394
lt0.31906614785992216
tr0.3055555555555556
is0.3
da0.29149797570850206
az0.2857142857142857
eu0.2857142857142857
nl0.2857142857142857
no0.2857142857142857
vi0.2857142857142857
de0.2768595041322314
et0.2647058823529412
fi0.2647058823529412
ms0.2647058823529412
sv0.2647058823529412
reliabletrue
passestrue
12
name"Marie"
dialogue"Une phrase en anglais. 'The trees are watching.' C'est tout ce que j'ai compris."
detectedLang"fr"
heavyLang"fr"
scores
fr0.7538677918424754
en0.633635729239358
ca0.5426829268292682
ro0.5235934664246824
es0.4675456389452333
pt0.358974358974359
it0.35185185185185186
nl0.31729518855656696
da0.3101182654402102
no0.29245283018867924
tl0.2605633802816902
lt0.23133235724743775
sl0.22794117647058826
sv0.21991084695393756
is0.2033383915022762
tr0.1732283464566929
et0.16
lv0.1518578352180937
sq0.14075286415711946
fi0.13793103448275862
cs0.13223140495867766
de0.12935323383084577
ms0.12935323383084577
eu0.125
sk0.1191275167785235
reliabletrue
passestrue
13
name"Hunter"
dialogue"'The trees are watching.' That's what you heard?"
detectedLang"en"
heavyLang"en"
scores
en0.8199445983379501
tl0.4663382594417077
ro0.3128964059196617
ca0.23529411764705882
et0.23529411764705882
sq0.23529411764705882
it0.21307506053268765
cs0.1935483870967742
de0.1935483870967742
ms0.1935483870967742
reliabletrue
passestrue
14
name"Marie"
dialogue"Oui. Après, l'homme a disparu. J'ai couru."
detectedLang"fr"
heavyLang"fr"
scores
fr0.7953869047619048
ca0.6248294679399727
en0.5416666666666666
sk0.5106761565836299
pt0.46601941747572817
ro0.4607843137254902
es0.4532803180914513
it0.4455645161290322
cs0.4222689075630252
da0.3982494529540482
is0.3721461187214612
no0.3721461187214612
tl0.367816091954023
hu0.36194895591647336
sq0.33894230769230765
et0.3373493975903614
de0.3309002433090025
yo0.30203045685279184
hr0.289405684754522
pl0.2763157894736842
sl0.24657534246575344
lt0.22969187675070027
tr0.21875
az0.20289855072463767
eu0.20289855072463767
lv0.20289855072463767
nl0.20289855072463767
vi0.20289855072463767
fi0.1863905325443787
ms0.1863905325443787
sv0.1863905325443787
reliabletrue
passestrue
15
name"Hunter"
dialogue"Okay. That's... something. I need a translator."
detectedLang"en"
heavyLang"en"
scores
en0.8032786885245902
tl0.6134020618556701
sq0.601593625498008
ro0.5652173913043478
et0.5620437956204379
hr0.5555555555555556
pl0.5508982035928144
pt0.5447647951441578
ca0.5377503852080123
no0.5305164319248826
da0.5275590551181102
sv0.5169082125603864
it0.5024875621890548
cs0.49664429530201337
es0.4889267461669506
sk0.4690265486725664
ms0.46524064171123
hu0.4263862332695985
vi0.42418426103646834
lt0.4140625
sl0.4117647058823529
tr0.4117647058823529
yo0.40711462450592883
de0.40119760479041916
lv0.39999999999999997
nl0.39999999999999997
fr0.3963782696177062
az0.3902439024390244
is0.3150684931506849
eu0.3135011441647597
be0.1891891891891892
fi0.17355371900826447
uk0.17355371900826447
reliabletrue
passestrue
16
name"Hunter"
dialogue"Excuse me. Detective Hunter. ... Now? Understood. I'm on my way."
detectedLang"en"
heavyLang"en"
scores
en0.7904662126767942
tl0.5675675675675675
fr0.5375722543352601
no0.5332555425904317
da0.4798439531859558
sv0.46524064171123
ca0.45799457994579945
pt0.44521497919556174
cs0.4421199442119944
it0.441340782122905
nl0.43899018232819076
ro0.43741209563994377
sq0.42857142857142855
es0.4117647058823529
de0.4002998500749625
pl0.38837920489296635
sk0.38461538461538464
et0.38366718027734975
fi0.36
sl0.3485342019543974
hr0.27927927927927926
ms0.26335174953959484
hi0.17355371900826447
yo0.15789473684210525
tr0.12854030501089325
reliabletrue
passestrue
17
name"Hunter"
dialogue"I have to go. Stay here. I'll send someone who speaks French."
detectedLang"en"
heavyLang"en"
scores
en0.8143564356435643
tl0.5398773006134969
da0.5098039215686274
pl0.4959677419354839
yo0.44526627218934917
hr0.40476190476190477
no0.4038155802861685
cs0.3862520458265139
sq0.3842364532019704
sk0.35233160621761656
et0.35008665511265163
it0.33862433862433866
lv0.33035714285714285
es0.3194192377495462
pt0.3131868131868132
lt0.3081180811808118
ca0.2690058479532163
sv0.2690058479532163
sl0.24395161290322584
ro0.1935483870967742
be0.15730337078651685
tr0.15730337078651685
hu0.1515837104072398
az0.14383561643835618
is0.14383561643835618
uk0.14383561643835618
vi0.14383561643835618
reliabletrue
passestrue
18
name"Marie"
dialogue"D'accord. Mais ne tardez pas. Cette ville me fait peur."
detectedLang"fr"
heavyLang"fr"
scores
fr0.8049921996879876
it0.6366279069767442
ca0.5709382151029748
sq0.5492788461538461
no0.5186136071887034
fi0.4863013698630137
pt0.4798890429958391
es0.4688385269121813
nl0.4673295454545454
da0.4573082489146165
en0.4549418604651163
hu0.4131455399061033
et0.4075829383886255
tl0.38524590163934425
sl0.3654822335025381
lt0.35008665511265163
ro0.32915921288014316
tr0.3194192377495462
sv0.31066176470588236
ms0.3093922651933701
de0.2870722433460076
hr0.23155737704918034
lv0.21548117154811713
cs0.17943107221006563
is0.14383561643835618
reliabletrue
passestrue
19
name"Hunter"
dialogue"I don't know what you said, but stay put. I'll be back."
detectedLang"en"
heavyLang"en"
scores
en0.8262960983431321
tl0.5045731707317073
hr0.44821731748726656
yo0.37739463601532564
hu0.36149312377210213
cs0.3602362204724409
et0.35000000000000003
lt0.35000000000000003
no0.30851063829787234
da0.2995689655172413
ca0.29805615550755943
sv0.29805615550755943
sq0.2919389978213508
pl0.2793791574279379
it0.26136363636363635
ro0.21686746987951808
fr0.21307506053268765
sk0.181360201511335
be0.17721518987341772
tr0.17721518987341772
az0.16237113402061853
is0.16237113402061853
lv0.16237113402061853
uk0.16237113402061853
vi0.16237113402061853
reliabletrue
passestrue