Run: 2026-10-20-01M5C6KTTR9K7WFNZDKFN5AWVB

Run Details

Model:
DeepSeek V4.1 Flash 1017 (Reasoning, High)
Test:
Language Writing
Scenario:
Character dialogue (French) in a story
Duration:
13.1s
Cost:
$0.000895
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: (shaken, staring at her camera) "Non... ce n'est pas possible. J'ai vu quelque chose hier soir. Près de la rivière. Un homme... il a juste disparu. Comme ça. Je n'arrive pas à y croire." Hunter: "Excuse me, miss? I'm Detective Hunter. I asked around—you were near the river last night, right? Did you see anything unusual?" Marie: (troubled) "Pardon? Je ne comprends pas. Parlez-vous français? S'il vous plaît... j'ai peur. L'homme, il était là, et puis plus rien. J'ai des photos, regardez..." Hunter: (confused) "I'm sorry, I don't speak French. English? Do you speak English?" Marie: (shaking her head) "Je ne parle pas anglais. Je suis désolée. Mais écoutez-moi... c'était horrible. Un homme a disparu. Vous devez me croire." Hunter: "Okay, slow down. I don't understand a word. Can you show me? On your camera?" Marie: (showing him the camera) "Oui, les photos. Regardez. La rivière. L'ombre. Je ne sais pas ce que c'était." Hunter: (looking) "I see trees and water. What am I looking for? Is this about the missing person?" Marie: (frustrated) "Non! L'homme! Il a disparu devant moi! Pourquoi ne comprenez-vous pas?" Hunter: (sighs) "Ma'am, I want to help, but we have a language barrier. Is there someone who can translate?" Marie: (shaken) "Je suis seule. Personne ne parle français ici. S'il vous plaît, aidez-moi." Hunter: "I'll try to get a translator. Just stay here. Don't go anywhere." (Phone rings) Hunter: "Hunter. Yes? ... What? Now? Okay, I'm on my way." (to Marie) "I have to go. Stay here. I'll be back with someone who speaks French." Marie: "Attendez! Ne me laissez pas! J'ai peur!" Hunter: (leaving) "I'll be back. I promise."
created_at"2026-10-20T08:24:58.975Z" 10/20/2026, 8:24:58 AM
model"deepseek/deepseek-v4.1-flash-20261017"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency107
moderation_latency(null)
generation_time13043
tokens_prompt303
tokens_completion1818
native_tokens_prompt264
native_tokens_completion1784
native_tokens_completion_images(null)
native_tokens_reasoning1292
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)
usage0.000894688
router(null)
user_agent"langchainjs-openai/1.0.0 ((node/v24.21.0; linux; x64))"
http_referer(null)
request_id"req-1792484698-PJLZrCZFEvV1DQWERUSO"
session_id(null)
preset_id(null)
api_type"completions"
id"gen-1792484698-vUTPraI9ng3OLapoQ2tf"
upstream_id"gv2_37xlP2BeKBZCSBH53TOtx"
provider_responses
0
endpoint_id"4231aea9-73af-4a2f-bd14-660b1d8b13b2"
id"gv2_37xlP2BeKBZCSBH53TOtx"
is_byokfalse
latency107
model_permaslug"deepseek/deepseek-v4.1-flash-20261017"
provider_name"InferenceNet"
status200
total_cost0.000894688
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"Non... ce n'est pas possible. J'ai vu quelque chose hier soir. Près de la rivière. Un homme... il a juste disparu. Comme ça. Je n'arrive pas à y croire."
detectedLang"fr"
heavyLang"fr"
scores
fr0.8220338983050848
it0.5933384972889233
ca0.5808383233532934
en0.5329181494661922
es0.5026054002842255
ro0.48478900883218845
nl0.43273905996758516
pt0.4299674267100977
yo0.3979357798165138
de0.3383742911153119
no0.3230174081237911
sq0.3181818181818182
tl0.3137254901960784
da0.2981283422459893
et0.28716904276985744
cs0.24892703862660948
sk0.2467718794835007
pl0.2227979274611399
eu0.22106824925816024
hr0.21230307576894225
ms0.2087415222305953
sl0.2003046458492003
tr0.19786096256684493
hu0.1941673062164236
vi0.1935483870967742
az0.19106317411402157
sv0.1847826086956522
lv0.18414918414918416
lt0.14145543744889613
fi0.11838790931989925
is0.06666666666666668
reliabletrue
passestrue
1
name"Hunter"
dialogue"Excuse me, miss? I'm Detective Hunter. I asked around—you were near the river last night, right? Did you see anything unusual?"
detectedLang"en"
heavyLang"en"
scores
en0.8049256278956353
tl0.6386630532971996
da0.4516792323509253
no0.4497936726272352
et0.43462897526501765
sq0.43342776203966005
fr0.41986947063089197
ca0.4034302759134974
sv0.3957703927492447
it0.394856278366112
pt0.37402190923317685
es0.35064935064935066
ro0.33388842631140714
nl0.3277310924369748
ms0.3197278911564626
yo0.300087489063867
de0.2837958818263205
cs0.24170616113744076
tr0.23150816522574447
sl0.21104536489151873
hr0.2047713717693837
pl0.13606911447084233
fi0.08571428571428572
sk0.08256880733944955
be0.08045977011494253
hu0.07727797001153403
az0.07300115874855156
is0.07300115874855156
lt0.07300115874855156
lv0.07300115874855156
uk0.07300115874855156
vi0.07300115874855156
reliabletrue
passestrue
2
name"Marie"
dialogue"Pardon? Je ne comprends pas. Parlez-vous français? S'il vous plaît... j'ai peur. L'homme, il était là, et puis plus rien. J'ai des photos, regardez..."
detectedLang"fr"
heavyLang"fr"
scores
fr0.8034149629296787
ca0.6024534302589732
it0.44231994901210964
nl0.41353887399463807
ro0.40918298446995266
en0.40476190476190477
lt0.39066852367688026
de0.36777456647398843
es0.359912216532553
tl0.35944363103953153
cs0.34554973821989526
da0.3445692883895131
sl0.3340943683409437
hr0.3264049268668206
pt0.32588597842835126
sq0.2983159582999198
no0.2926434923201294
yo0.2744610281923715
tr0.25531914893617025
et0.25341296928327645
lv0.25021422450728364
sk0.24698795180722888
az0.22083704363312553
pl0.20670897552130554
hu0.20018281535648996
ms0.19056429232192415
sv0.1883116883116883
vi0.15213178294573643
fi0.09138110072689512
eu0.08376963350785341
hi0.08088235294117647
is0.06316916488222697
reliabletrue
passestrue
3
name"Hunter"
dialogue"I'm sorry, I don't speak French. English? Do you speak English?"
detectedLang"en"
heavyLang"en"
scores
en0.8012492901760363
tl0.5641344956413449
pt0.4992846924177396
hr0.48604992657856094
cs0.47447447447447455
it0.45482866043613707
pl0.4345718901453958
sq0.4176372712146422
no0.3934142114384749
da0.3761140819964349
sv0.375
sk0.36823104693140796
vi0.3320610687022901
yo0.32038834951456313
ro0.31640625
ca0.2827868852459016
sl0.25531914893617025
es0.21875
de0.17061611374407584
ms0.17061611374407584
be0.16666666666666666
tr0.16666666666666666
hu0.1606714628297362
az0.15254237288135594
et0.15254237288135594
is0.15254237288135594
lt0.15254237288135594
lv0.15254237288135594
uk0.15254237288135594
reliabletrue
passestrue
4
name"Marie"
dialogue"Je ne parle pas anglais. Je suis désolée. Mais écoutez-moi... c'était horrible. Un homme a disparu. Vous devez me croire."
detectedLang"fr"
heavyLang"fr"
scores
fr0.8028756957328386
ca0.48391013964784463
sl0.4791666666666667
es0.4630448515476942
ro0.4561740243122201
it0.45054945054945056
sq0.44152431011826543
pt0.4389438943894389
en0.4359654943596549
cs0.4026704146170063
hr0.38936781609195403
lt0.3726937269372694
lv0.3670886075949367
sk0.36329588014981273
nl0.33800623052959505
et0.3156199677938808
yo0.3134087237479806
no0.2691315563198624
hu0.26406926406926406
fi0.26343154246100525
ms0.256993006993007
de0.24712134632418067
pl0.2362982929020665
eu0.22797456857402362
da0.22089825847846015
tr0.21296296296296297
tl0.20708955223880596
az0.1414141414141414
sv0.12551440329218108
is0.08108108108108109
vi0.07608695652173912
reliabletrue
passestrue
5
name"Hunter"
dialogue"Okay, slow down. I don't understand a word. Can you show me? On your camera?"
detectedLang"en"
heavyLang"en"
scores
en0.788982674366948
tl0.6077621800165153
no0.5593692022263451
ca0.5374878286270691
da0.5187436676798379
sv0.5098039215686274
nl0.5052083333333334
it0.5015739769150053
cs0.4994731296101159
ro0.49252136752136755
fr0.45276497695852536
pl0.45276497695852536
et0.4411764705882353
sk0.4351961950059453
sq0.42702050663449936
hr0.4164619164619165
es0.41212871287128716
de0.4114002478314746
pt0.391025641025641
ms0.38471502590673573
fi0.37745740498034075
yo0.3716931216931217
tr0.32045779685264664
hu0.31948424068767906
is0.30858806404657935
az0.3065693430656934
sl0.2725880551301685
lt0.23387096774193547
lv0.21875
vi0.21875
hi0.15026833631484796
be0.12844036697247707
eu0.12844036697247707
uk0.1171003717472119
reliabletrue
passestrue
6
name"Marie"
dialogue"Oui, les photos. Regardez. La rivière. L'ombre. Je ne sais pas ce que c'était."
detectedLang"fr"
heavyLang"fr"
scores
fr0.8131793478260869
ca0.6273712737127372
es0.5693030540328896
it0.5266781411359724
nl0.4701348747591522
ro0.46393762183235865
tl0.37286202964652226
sq0.3648960739030023
sl0.35370152761457113
hr0.3405275779376499
lt0.33894230769230765
yo0.3167701863354037
pt0.314214463840399
en0.3099121706398996
cs0.2939666238767651
no0.2434662998624484
lv0.2403314917127072
de0.21540656205420827
sk0.20863309352517986
tr0.14596273291925466
pl0.1419656786271451
fi0.13793103448275862
ms0.13249211356466878
vi0.13249211356466878
hu0.12974683544303797
hi0.12280701754385964
reliabletrue
passestrue
7
name"Hunter"
dialogue"I see trees and water. What am I looking for? Is this about the missing person?"
detectedLang"en"
heavyLang"en"
scores
en0.8352682773768434
tl0.6525479814692257
no0.6085011185682326
nl0.6022727272727273
da0.5904836193447738
sv0.5478036175710594
is0.493731918997107
de0.49226305609284327
et0.46537678207739314
pt0.45083682008368203
yo0.44029850746268656
ca0.4324324324324324
fr0.41731409544950054
sq0.4067796610169492
ro0.36746987951807225
hu0.3510506798516687
ms0.3445692883895131
it0.3379571248423708
hr0.2738589211618257
az0.26264044943820225
pl0.2605633802816902
cs0.23802612481857763
lv0.2081447963800905
tr0.20694864048338368
lt0.20454545454545453
sk0.19969512195121952
es0.1435562805872757
hi0.14215686274509806
fi0.12935323383084577
be0.11764705882352942
uk0.10714285714285714
vi0.10714285714285714
reliabletrue
passestrue
8
name"Marie"
dialogue"Non! L'homme! Il a disparu devant moi! Pourquoi ne comprenez-vous pas?"
detectedLang"fr"
heavyLang"fr"
scores
fr0.8196659073652239
ca0.6555474981870921
it0.6374045801526718
ro0.5646196150320807
en0.5177664974619289
es0.47802197802197804
sq0.44379391100702575
lt0.4378698224852071
pt0.4324970131421744
cs0.4318181818181818
tr0.4318181818181818
eu0.38551099611901685
nl0.3466299862448418
no0.33473389355742295
hu0.3338008415147265
hr0.32142857142857145
sl0.31457431457431456
sk0.2952522255192878
az0.2803030303030303
da0.2770167427701674
lv0.2669753086419753
tl0.2554858934169279
fi0.24121405750798725
ms0.23633440514469453
et0.22764227642276424
de0.22258592471358432
yo0.20033670033670034
pl0.1810344827586207
is0.13636363636363635
vi0.12844036697247707
sv0.1171003717472119
reliabletrue
passestrue
9
name"Hunter"
dialogue"Ma'am, I want to help, but we have a language barrier. Is there someone who can translate?"
detectedLang"en"
heavyLang"en"
scores
en0.8156885874373342
da0.529367469879518
nl0.5055379746835442
no0.5051464766429137
yo0.4885433715220949
tl0.4834710743801653
ro0.4826158940397351
pl0.4630584192439862
ca0.4541484716157206
fr0.45271453590192645
hr0.4469026548672566
de0.4313011828935396
it0.41806331471135944
cs0.405893536121673
sk0.388454011741683
pt0.38057482656095143
lt0.3774900398406375
hu0.37624750499001997
es0.37374749498997994
sq0.36289500509684
sv0.34895833333333337
lv0.3400211193241816
eu0.33510638297872336
is0.3343982960596379
tr0.3146929824561403
sl0.30167597765363136
az0.30089485458612975
et0.2961711711711712
vi0.26122931442080377
ms0.25059952038369304
be0.10071942446043164
fi0.09156976744186046
uk0.09156976744186046
reliabletrue
passestrue
10
name"Marie"
dialogue"Je suis seule. Personne ne parle français ici. S'il vous plaît, aidez-moi."
detectedLang"fr"
heavyLang"fr"
scores
fr0.8078330893118595
ca0.5156826568265683
sl0.49567723342939485
it0.4902912621359223
hr0.4791666666666667
cs0.4450317124735729
es0.42244224422442245
de0.4160177975528365
pt0.41077441077441074
sk0.39724454649827784
nl0.39236111111111116
ro0.38307873090481787
sq0.3823529411764706
lv0.36053593179049936
pl0.35344827586206895
tr0.3502475247524753
hu0.34944237918215615
lt0.31906614785992216
yo0.31640625
sv0.2886178861788618
no0.28765264586160105
ms0.2857142857142857
en0.2827868852459016
da0.27884615384615385
az0.2677824267782427
eu0.2647058823529412
tl0.2033383915022762
et0.18856259659969088
is0.18856259659969088
fi0.1435562805872757
reliabletrue
passestrue
11
name"Hunter"
dialogue"I'll try to get a translator. Just stay here. Don't go anywhere."
detectedLang"en"
heavyLang"en"
scores
en0.799717247879359
pl0.532967032967033
tl0.523542600896861
sq0.48296836982968366
hr0.4530244530244531
yo0.4393139841688654
sl0.4378306878306878
sk0.43333333333333335
cs0.4310575635876841
no0.4162087912087912
da0.41379310344827586
nl0.41379310344827586
ro0.41379310344827586
ca0.4039270687237027
et0.4014084507042254
sv0.4014084507042254
pt0.39801699716713884
de0.3963068181818182
lv0.3786549707602339
lt0.37315634218289084
es0.32965299684542587
fr0.3167202572347267
it0.30668841761827076
ms0.30098684210526316
is0.2916666666666667
vi0.27101200686106347
hu0.2685025817555938
tr0.247787610619469
eu0.24377224199288253
az0.2328519855595668
fi0.1290983606557377
reliabletrue
passestrue
12
name"Hunter"
dialogue"I have to go. Stay here. I'll be back with someone who speaks French."
detectedLang"en"
heavyLang"en"
scores
en0.8222501045587621
tl0.5925215723873442
yo0.49162679425837325
da0.4785276073619632
pl0.46473551637279603
lt0.3963068181818182
hr0.375
no0.37407952871870404
cs0.35703479576399394
sq0.3550834597875569
sk0.32432432432432434
et0.32216905901116427
it0.3111831442463533
lv0.30327868852459017
hu0.30213464696223313
es0.2928452579034942
pt0.2869127516778523
ca0.24511545293072823
sv0.24511545293072823
sl0.2216117216117216
ro0.17475728155339806
ms0.1550695825049702
be0.1414141414141414
tr0.1414141414141414
az0.1290983606557377
is0.1290983606557377
uk0.1290983606557377
vi0.1290983606557377
reliabletrue
passestrue
13
name"Marie"
dialogue"Attendez! Ne me laissez pas! J'ai peur!"
detectedLang"fr"
heavyLang"fr"
scores
fr0.8097412480974124
sq0.6069182389937107
it0.5833333333333334
lt0.5667244367417678
ca0.5575221238938053
es0.5201535508637236
en0.5192307692307693
nl0.5029821073558649
no0.4813278008298755
sl0.46351931330472107
lv0.4172494172494172
pt0.40898345153664306
ms0.40191387559808617
fi0.3946731234866829
et0.3902439024390244
tr0.38875305623471884
hr0.3112947658402204
ro0.28977272727272724
de0.2647058823529412
cs0.24698795180722888
da0.24698795180722888
hu0.24698795180722888
tl0.23547400611620795
sv0.20634920634920634
reliabletrue
passestrue
14
name"Hunter"
dialogue"I'll be back. I promise."
detectedLang"en"
heavyLang"en"
scores
en0.7771173848439822
cs0.6296296296296297
tl0.6134020618556701
ro0.6124031007751938
hr0.5967741935483871
ca0.5774647887323944
et0.5677233429394812
yo0.5677233429394812
sq0.5626822157434402
pl0.5575221238938053
hu0.5508982035928144
it0.5481927710843374
lt0.5384615384615384
no0.4915254237288135
da0.4809688581314879
sv0.4791666666666667
pt0.3333333333333333
sk0.32432432432432434
be0.3181818181818182
es0.3181818181818182
sl0.3181818181818182
tr0.3181818181818182
fr0.3087557603686636
az0.29577464788732394
is0.29577464788732394
lv0.29577464788732394
uk0.29577464788732394
vi0.29577464788732394
de0.2822966507177033
ms0.2822966507177033
nl0.2822966507177033
reliabletrue
passestrue