Run: 2026-10-20-01M5C6JR6DAVBRY09FE50G4EGD

Run Details

Model:
DeepSeek V4.1 Flash 1017 (Reasoning, High)
Test:
Language Writing
Scenario:
Character dialogue (French) in a story
Duration:
6.1s
Cost:
$0.000334
Provider:
InferenceNet

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 ne sais pas... J'étais au festival, je photographiais les pommes, et puis... il y a eu un cri. Un homme a disparu. J'ai vu quelque chose, mais je ne suis pas sûre..." Hunter: "Ma'am? I'm Detective Hunter. I need to ask you about the incident near the apple festival. Did you see anything unusual?" Marie: "Pardon? Je ne parle pas anglais. Vous parlez français?" Hunter: "I... no. No French. Okay. Just—slow down. You were there? At the festival?" Marie: "Oui, j'étais là. Avec mon appareil photo. J'ai vu un homme... il avait l'air paniqué. Puis plus rien. C'était terrible." Hunter: "I don't understand a word. Look, I just need a yes or no. Did you see a man?" Marie: "Oui. Un homme. Il est parti vers les arbres. J'ai des photos, mais elles sont floues..." Hunter: "Photos? You have photos? Can I see them?" Marie: "Mes photos? Vous voulez voir? Attendez... je ne comprends pas ce que vous demandez." Hunter: "The camera. May I look? Please." Marie: "Ah... oui. Voilà. Mais je ne sais pas si ça aide. J'ai eu tellement peur." Hunter: "Okay. Okay. I'll take these to the station. Don't leave town, alright? I—" Marie: "Je suis désolée, je ne comprends pas. Vous partez?" Hunter: "Hold on—" (phone rings) "Hunter. Yeah. I'm on my way. Sorry, ma'am. I have to go. Stay here. Please." Marie: "Monsieur? Monsieur! Je ne comprends pas... Qu'est-ce qui se passe?"
created_at"2026-10-20T08:24:23.508Z" 10/20/2026, 8:24:23 AM
model"deepseek/deepseek-v4.1-flash-20261017"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency128
moderation_latency(null)
generation_time6081
tokens_prompt303
tokens_completion679
native_tokens_prompt264
native_tokens_completion663
native_tokens_completion_images(null)
native_tokens_reasoning256
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"
service_tier(null)
usage0.000334188
router(null)
user_agent"langchainjs-openai/1.0.0 ((node/v24.21.0; linux; x64))"
http_referer(null)
request_id"req-1792484663-cNM3LFCWGDtpL2S2V3ye"
session_id(null)
preset_id(null)
api_type"completions"
id"gen-1792484663-csftqNmdLYGb2nXvRGsP"
upstream_id"gv2_fg6uAXzqbUTwLDYzgEQfw"
provider_responses
0
endpoint_id"4231aea9-73af-4a2f-bd14-660b1d8b13b2"
id"gv2_fg6uAXzqbUTwLDYzgEQfw"
is_byokfalse
latency128
model_permaslug"deepseek/deepseek-v4.1-flash-20261017"
provider_name"InferenceNet"
status200
total_cost0.000334188
cache_discount0.000018432
upstream_inference_cost0
provider_name"InferenceNet"
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 ne sais pas... J'étais au festival, je photographiais les pommes, et puis... il y a eu un cri. Un homme a disparu. J'ai vu quelque chose, mais je ne suis pas sûre..."
detectedLang"fr"
heavyLang"fr"
scores
fr0.7938869897446209
en0.5155954631379962
ca0.5123691722169363
ro0.4831064044377206
it0.4820616472966145
pt0.47462839569451565
es0.450402144772118
lt0.40198366394399065
cs0.4016345592527729
hr0.3959929286977018
da0.39492325855962224
sl0.3876941457586619
no0.3840144230769231
et0.3761412051125989
nl0.34210526315789475
sk0.33785529715762275
sq0.3318122555410691
lv0.3300653594771242
de0.3022464261402315
yo0.2745930644019816
hu0.26628489620615603
pl0.2620590352771779
fi0.26152737752161387
tl0.24242424242424243
ms0.24130273871206512
az0.22816265060240964
sv0.19984387197501954
tr0.19921875
vi0.14082145850796313
hi0.06987295825771324
is0.06818181818181819
eu0.0639269406392694
reliabletrue
passestrue
1
name"Hunter"
dialogue"Ma'am? I'm Detective Hunter. I need to ask you about the incident near the apple festival. Did you see anything unusual?"
detectedLang"en"
heavyLang"en"
scores
en0.791231732776618
tl0.5694294940796556
fr0.5305164319248826
no0.5061728395061729
ca0.49937421777221525
da0.49874686716791977
it0.49270767279644895
ro0.48119325551232167
es0.477124183006536
et0.47643979057591623
sq0.4708994708994709
cs0.46631087391594395
nl0.46200403496973774
pt0.4444444444444444
sv0.4318181818181818
hr0.4211287988422576
sl0.413059427732942
de0.39209726443769
ms0.37057435090479934
sk0.36051159072741806
pl0.32998324958123953
lt0.3055555555555556
yo0.2926613616268789
az0.2895204262877442
lv0.2366412213740458
hu0.19436052366565962
tr0.13885898815931108
be0.08045977011494253
fi0.07300115874855156
is0.07300115874855156
uk0.07300115874855156
vi0.07300115874855156
reliabletrue
passestrue
2
name"Marie"
dialogue"Pardon? Je ne parle pas anglais. Vous parlez français?"
detectedLang"fr"
heavyLang"fr"
scores
fr0.7754971135343168
sl0.6300211416490487
lt0.6124031007751938
cs0.6076233183856502
ca0.5911214953271028
sq0.5668316831683169
hr0.5478036175710594
sk0.5056497175141244
nl0.5035460992907801
it0.47994056463595847
lv0.47368421052631576
ro0.4720965309200603
yo0.40978077571669475
pl0.3944636678200692
de0.38704028021015763
pt0.38704028021015763
hu0.3848857644991213
es0.38380281690140844
tr0.38162544169611307
ms0.37050359712230213
en0.36479128856624315
tl0.32950191570881227
no0.2768595041322314
az0.2753623188405797
da0.2647058823529412
sv0.2647058823529412
fi0.2009132420091324
eu0.18604651162790697
et0.15254237288135594
is0.14425427872860636
reliabletrue
passestrue
3
name"Hunter"
dialogue"I... no. No French. Okay. Just—slow down. You were there? At the festival?"
detectedLang"en"
heavyLang"en"
scores
en0.8047772163527791
tl0.6770516717325229
no0.6146872166817771
da0.5766932270916335
ca0.5667686034658511
it0.5251396648044693
hr0.5092378752886837
sv0.5063879210220674
pt0.5040840140023337
sq0.49704142011834324
es0.49584816132858833
cs0.46540880503144655
et0.40308988764044945
sk0.39801699716713884
nl0.3876080691642651
pl0.38316400580551524
fr0.37683284457478006
lv0.37683284457478006
ms0.37683284457478006
de0.3684992570579495
ro0.3285939968404423
yo0.3134087237479806
lt0.3078175895765472
sl0.3055555555555556
az0.29867986798679863
tr0.27101200686106347
hu0.23971377459749554
be0.1414141414141414
fi0.1290983606557377
is0.1290983606557377
uk0.1290983606557377
vi0.1290983606557377
reliabletrue
passestrue
4
name"Marie"
dialogue"Oui, j'étais là. Avec mon appareil photo. J'ai vu un homme... il avait l'air paniqué. Puis plus rien. C'était terrible."
detectedLang"fr"
heavyLang"fr"
scores
fr0.8072880168185003
en0.39956331877729256
ca0.3861607142857143
it0.3764172335600907
da0.28447528187337384
es0.2838541666666667
ro0.2819843342036553
tl0.25541516245487367
lv0.24588665447897623
et0.22096317280453256
yo0.1903827281648675
az0.17746759720837485
pt0.16666666666666666
pl0.16158536585365854
vi0.159877800407332
no0.15902140672782875
hi0.15816326530612246
nl0.14860681114551083
sv0.14507772020725387
fi0.1424116424116424
lt0.12882787750791974
cs0.09638554216867469
tr0.0924092409240924
sq0.0782122905027933
de0.07094594594594594
hu0.07094594594594594
reliabletrue
passestrue
5
name"Hunter"
dialogue"I don't understand a word. Look, I just need a yes or no. Did you see a man?"
detectedLang"en"
heavyLang"en"
scores
en0.8217115689381933
no0.6097137901127494
da0.5875343721356554
sv0.5875343721356554
tl0.5544554455445544
et0.5440729483282675
ca0.5192307692307693
cs0.469964664310954
pl0.460431654676259
sk0.45913461538461536
de0.45520581113801456
lv0.45255474452554745
hr0.43890274314214467
nl0.4360902255639098
it0.4155844155844156
ro0.402390438247012
pt0.3818681318681319
es0.37413073713490963
lt0.34687953555878087
tr0.3430656934306569
hu0.33135215453194655
is0.3202416918429003
sq0.31402439024390244
yo0.31402439024390244
fr0.3023255813953488
az0.22813036020583194
vi0.22813036020583194
sl0.16666666666666666
be0.1346153846153846
eu0.1346153846153846
fi0.12280701754385964
ms0.12280701754385964
uk0.12280701754385964
reliabletrue
passestrue
6
name"Marie"
dialogue"Oui. Un homme. Il est parti vers les arbres. J'ai des photos, mais elles sont floues..."
detectedLang"fr"
heavyLang"fr"
scores
fr0.8138117806364252
ca0.644932214331827
es0.5238095238095238
it0.5093666369313113
no0.49355432780847147
ro0.47668886774500474
da0.4649805447470817
pt0.4358974358974359
et0.4294605809128631
de0.4136460554371002
lv0.36046511627906974
sv0.3251533742331288
en0.3159203980099502
nl0.3055555555555556
lt0.289405684754522
tr0.2857142857142857
az0.26174496644295303
hu0.25271739130434784
yo0.23076923076923078
ms0.22206506364922204
tl0.22206506364922204
sq0.2040520984081042
eu0.12698412698412698
fi0.12420382165605094
hi0.12280701754385964
pl0.11290322580645161
hr0.1085899513776337
sl0.1085899513776337
cs0.10277324632952692
sk0.10277324632952692
reliabletrue
passestrue
7
name"Hunter"
dialogue"Photos? You have photos? Can I see them?"
detectedLang"en"
heavyLang"en"
scores
en0.8306519898391194
ca0.588477366255144
da0.588477366255144
et0.5381062355658198
tl0.5348837209302325
cs0.47780678851174935
fr0.47643979057591623
tr0.42363112391930835
no0.42028985507246375
lt0.41690962099125367
az0.4117647058823529
hr0.41002949852507375
sv0.40828402366863903
lv0.40119760479041916
sq0.40119760479041916
pl0.38650306748466257
it0.36507936507936506
ro0.3103448275862069
yo0.30313588850174217
es0.2857142857142857
pt0.2857142857142857
hi0.2779783393501805
sk0.2647058823529412
de0.26199261992619927
nl0.26199261992619927
be0.25925925925925924
hu0.250936329588015
is0.23954372623574144
uk0.23954372623574144
vi0.23954372623574144
reliabletrue
passestrue
8
name"Marie"
dialogue"Mes photos? Vous voulez voir? Attendez... je ne comprends pas ce que vous demandez."
detectedLang"fr"
heavyLang"fr"
scores
fr0.8062015503875969
ca0.6742671009771987
es0.6203492786636295
en0.5894909688013136
nl0.5296331138287864
it0.5251661918328585
pt0.5229007633587787
lt0.48665297741273095
ro0.4617868675995694
de0.4499449944994499
sq0.4033412887828162
tl0.39172749391727496
sl0.3757802746566792
hr0.36224489795918363
lv0.3333333333333333
cs0.31412894375857336
no0.3065187239944522
da0.26035502958579887
yo0.24585218702865763
fi0.24471299093655588
sv0.24127465857359634
tr0.24127465857359634
et0.2248062015503876
sk0.2248062015503876
pl0.1539763113367174
ms0.14383561643835618
hu0.14089347079037798
hi0.1334488734835355
reliabletrue
passestrue
9
name"Hunter"
dialogue"The camera. May I look? Please."
detectedLang"en"
heavyLang"en"
scores
en0.8100664767331434
tl0.7113997113997114
ro0.635036496350365
sv0.5983935742971888
yo0.5934959349593496
it0.5771670190274841
ca0.5454545454545454
no0.5454545454545454
da0.5203836930455635
sq0.5145631067961165
nl0.4444444444444444
vi0.43820224719101125
fr0.4350282485875706
ms0.42857142857142855
hr0.41002949852507375
pl0.38650306748466257
cs0.3442622950819672
es0.3311036789297659
de0.2647058823529412
sk0.2647058823529412
be0.25925925925925924
tr0.25925925925925924
hu0.250936329588015
az0.23954372623574144
et0.23954372623574144
is0.23954372623574144
lt0.23954372623574144
lv0.23954372623574144
uk0.23954372623574144
reliabletrue
passestrue
10
name"Marie"
dialogue"Ah... oui. Voilà. Mais je ne sais pas si ça aide. J'ai eu tellement peur."
detectedLang"fr"
heavyLang"fr"
scores
fr0.8094834885690093
sl0.5176848874598071
cs0.5171673819742489
ro0.5119305856832972
ca0.5044052863436124
nl0.49324324324324326
sq0.48921679909194093
hr0.48394495412844035
sk0.4655581947743468
en0.4375
yo0.4367959949937422
pt0.4186046511627907
no0.3844049247606019
lt0.3784530386740331
de0.3430656934306569
tl0.3343195266272189
it0.3253373313343328
hu0.3202416918429003
tr0.29467084639498436
es0.281150159744409
fi0.26108374384236455
pl0.2598684210526316
da0.2398648648648649
sv0.23469387755102045
lv0.18625678119349007
et0.16356877323420074
ms0.15730337078651685
az0.12280701754385964
reliabletrue
passestrue
11
name"Hunter"
dialogue"Okay. Okay. I'll take these to the station. Don't leave town, alright? I—"
detectedLang"en"
heavyLang"en"
scores
en0.8076052512449072
tl0.6351931330472103
da0.5775347912524851
no0.5771144278606966
yo0.5689655172413793
sv0.48296836982968366
sq0.4713930348258706
fr0.4613434727503169
pl0.4325767690253671
hr0.4279946164199193
it0.4279946164199193
cs0.4129834254143646
de0.38226744186046513
sk0.38226744186046513
sl0.3813682678311499
lv0.3684992570579495
lt0.36281859070464767
nl0.35213414634146345
ro0.28209459459459457
ca0.24511545293072823
ms0.24377224199288253
tr0.2328519855595668
az0.22867513611615245
et0.22303473491773307
fi0.16173570019723865
zh0.1533864541832669
be0.1414141414141414
hu0.1361788617886179
is0.1290983606557377
uk0.1290983606557377
vi0.1290983606557377
reliabletrue
passestrue
12
name"Marie"
dialogue"Je suis désolée, je ne comprends pas. Vous partez?"
detectedLang"fr"
heavyLang"fr"
scores
fr0.8039806996381182
ca0.5849297573435505
it0.5479833101529903
nl0.5422535211267606
sl0.5310245310245311
lt0.5276162790697675
hr0.5192307692307693
sq0.4881889763779528
ro0.4873817034700315
en0.48657187993680884
es0.4833068362480127
cs0.473257698541329
tl0.4328097731239092
de0.4217081850533808
yo0.4058500914076782
pt0.4025735294117647
sk0.3902439024390244
lv0.35000000000000003
pl0.33127572016460904
tr0.33127572016460904
ms0.32150313152400833
hu0.30851063829787234
fi0.21307506053268765
az0.19753086419753088
eu0.19753086419753088
da0.1875
sv0.1875
no0.181360201511335
et0.17721518987341772
reliabletrue
passestrue
13
name"Hunter"
dialogue"Hunter. Yeah. I'm on my way. Sorry, ma'am. I have to go. Stay here. Please."
detectedLang"en"
heavyLang"en"
scores
en0.7893569844789357
tl0.5840630472854641
pl0.5343137254901961
da0.49841605068637806
cs0.4552752293577982
yo0.4418331374853114
sk0.43452380952380953
hr0.4193154034229829
no0.4114002478314746
ca0.38391699092088194
sq0.3815104166666667
it0.36918990703851257
ro0.34392265193370164
et0.31358381502890176
sv0.30453879941434847
lv0.2803030303030303
fr0.2759146341463415
sl0.27480916030534347
lt0.2601246105919003
pt0.2554858934169279
fi0.24000000000000002
tr0.21357615894039736
de0.15630550621669628
hi0.15026833631484796
be0.12844036697247707
hu0.12361623616236161
az0.1171003717472119
is0.1171003717472119
nl0.1171003717472119
uk0.1171003717472119
vi0.1171003717472119
ms0.11048689138576778
reliabletrue
passestrue
14
name"Marie"
dialogue"Monsieur? Monsieur! Je ne comprends pas... Qu'est-ce qui se passe?"
detectedLang"fr"
heavyLang"fr"
scores
fr0.8278829604130808
it0.6536796536796536
ca0.6515679442508711
ro0.5428571428571428
nl0.5294117647058824
sl0.5198079231692677
pt0.517490952955368
hr0.5104039167686658
cs0.477124183006536
sq0.4666666666666667
es0.45725915875169604
de0.4490358126721763
en0.42857142857142855
lt0.4186046511627907
yo0.40298507462686567
da0.3993993993993994
sv0.36908517350157727
no0.36608557844690964
fi0.3220338983050847
tl0.29577464788732394
et0.2857142857142857
ms0.27140255009107467
sk0.26605504587155965
lv0.2047713717693837
tr0.1902834008097166
pl0.18533604887983707
hu0.17012448132780084
is0.13978494623655913
reliabletrue
passestrue