Run: 2026-09-10-01M25DJF2JAP1T85PW8S60VM8T

Run Details

Duration:
22.4s
Cost:
$0.002655
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="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: « Non... non, pas celle-là. » (No... no, not that one.) Hunter: "Ma'am? Detective Hunter. I need a minute. There's been another disappearance near the apple festival. Did you see anything?" Marie: « Pardon ? Je ne parle pas anglais. Je ne comprends pas. » (Sorry? I don't speak English. I don't understand.) Hunter: "English. You don't... okay. Do you speak English? Yes? No?" Marie: « Non. Je suis française. Je suis étudiante ici. Je prenais des photos près de la rivière. » (No. I'm French. I'm a student here. I was taking photos near the river.) Hunter: "French. I don't speak French. Not a word. But you're upset. You're shaking. What did you see?" Marie: « J'ai vu un homme. Une veste sombre. Il a jeté quelque chose dans l'eau. Et puis... plus rien. La femme avait disparu. » (I saw a man. A dark jacket. He threw something in the water. And then... nothing. The woman was gone.) Hunter: "I don't understand you. But that camera—did you get a photo? Photos?" Marie: « Oui. Des photos. Regardez. » (Yes. Photos. Look.) Hunter: "That's the river. And a man. Dark jacket. This could be the break I need. I need you to come with me. Police station. Do you understand? Come." Marie: « Vous voulez que je vous suive ? D'accord. Mais je ne fais confiance à personne d'autre. » (You want me to come with you? Okay. But I don't trust anyone else.) Hunter: "I don't know what you said. But stay close. We'll find someone who speaks French." Marie: « Merci. » (Thank you.) Hunter: "I don't know what that means. But okay. Let's go—" Hunter: "Hunter. ... Another one? Where? ... Alborn boat launch. I'm on my way. Keep the scene secure." Hunter: "Ma'am, I have to go. Stay here. Do not leave. I'll be back." Marie: « Attendez ! Ne me laissez pas seule ! Il est peut-être encore là ! » (Wait! Don't leave me alone! He might still be out there!) Hunter: "I'll be back. I promise. Stay. Here." Marie: « Revenez vite. » (Come back quickly.)
created_at"2026-09-10T10:24:47.704Z" 9/10/2026, 10:24:47 AM
model"deepseek/deepseek-v4.1-flash-20260910"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency731
moderation_latency(null)
generation_time22391
tokens_prompt303
tokens_completion4455
native_tokens_prompt289
native_tokens_completion4384
native_tokens_completion_images(null)
native_tokens_reasoning3834
native_tokens_cached128
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)
usage0.002654934
router(null)
user_agent"langchainjs-openai/1.0.0 ((node/v24.20.0; linux; x64))"
http_referer(null)
request_id"req-1789035887-nfEHhWhpqtAcUsmtlg2p"
session_id(null)
preset_id(null)
api_type"completions"
id"gen-1789035887-u6xl4VAdXi7dSl7xtBUy"
upstream_id"301694a8-03e9-4075-845b-e0a3d53f15e7"
provider_responses
0
endpoint_id"fd104bc8-535a-4d31-a847-a8e402e86a02"
id"301694a8-03e9-4075-845b-e0a3d53f15e7"
is_byokfalse
latency331
model_permaslug"deepseek/deepseek-v4.1-flash-20260910"
provider_name"DeepSeek"
status200
total_cost0.002654934
cache_discount0.000018816
upstream_inference_cost0
provider_name"DeepSeek"
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... non, pas celle-là. »"
detectedLang"fr"
heavyLang"fr"
scores
fr0.8219373219373219
it0.7433264887063655
en0.576271186440678
tl0.5689655172413793
vi0.5567375886524822
sq0.497991967871486
et0.49186991869918695
fi0.4877049180327869
de0.46351931330472107
da0.44933920704845814
no0.44933920704845814
ca0.4212962962962963
lt0.4212962962962963
nl0.4212962962962963
yo0.4131455399061033
eu0.410377358490566
ms0.40191387559808617
reliabletrue
passestrue
1
name"Hunter"
dialogue"Ma'am? Detective Hunter. I need a minute. There's been another disappearance near the apple festival. Did you see anything?"
detectedLang"en"
heavyLang"en"
scores
en0.7952793834296724
tl0.5704901465386558
fr0.5514511873350924
it0.5512143611404435
es0.5072463768115942
da0.5
ro0.4901019796040792
ca0.48202315661182205
sq0.4810744810744811
nl0.4801223241590214
no0.47884733292458614
de0.47368421052631576
hr0.4582536647546208
cs0.4572158365261813
et0.4509043927648579
pt0.4501940491591203
sv0.44371727748691103
ms0.4193989071038251
sl0.4186046511627907
sk0.34815950920245403
yo0.3044189852700491
pl0.29577464788732394
lt0.28209459459459457
hu0.25438596491228066
az0.22797456857402362
tr0.19507575757575757
fi0.18893129770992365
lv0.18738049713193117
is0.13967611336032387
vi0.1353001017293998
be0.07608695652173912
eu0.07608695652173912
uk0.06900328587075576
reliabletrue
passestrue
2
name"Marie"
dialogue"« Pardon ? Je ne parle pas anglais. Je ne comprends pas. »"
detectedLang"fr"
heavyLang"fr"
scores
fr0.768160741885626
lt0.6805111821086262
sl0.6345919610231425
ca0.6323529411764706
cs0.6113989637305699
it0.5989304812834225
sq0.5607613469985359
nl0.5529061102831594
ro0.5419847328244275
es0.5405819295558958
en0.5398773006134969
hr0.5363214837712519
sk0.48805460750853247
tl0.47643979057591623
lv0.460431654676259
de0.4230769230769231
pt0.3814432989690722
yo0.35205183585313177
pl0.34497816593886466
tr0.33774834437086093
hu0.33184855233853006
ms0.3288590604026846
fi0.22680412371134018
az0.1891891891891892
et0.17355371900826447
da0.16434540389972147
no0.16434540389972147
sv0.16434540389972147
reliabletrue
passestrue
3
name"Hunter"
dialogue"English. You don't... okay. Do you speak English? Yes? No?"
detectedLang"en"
heavyLang"en"
scores
en0.802158273381295
tl0.5689655172413793
pt0.5166959578207382
hr0.5158450704225351
sk0.44779116465863456
pl0.4421906693711968
cs0.434156378600823
no0.394273127753304
es0.3325242718446602
ca0.32926829268292684
lv0.3226600985221675
sl0.3037974683544304
sq0.298469387755102
vi0.28756476683937826
tr0.24242424242424243
it0.22535211267605632
yo0.22096317280453256
da0.207492795389049
de0.207492795389049
ms0.207492795389049
ro0.207492795389049
sv0.207492795389049
reliabletrue
passestrue
4
name"Marie"
dialogue"« Non. Je suis française. Je suis étudiante ici. Je prenais des photos près de la rivière. »"
detectedLang"fr"
heavyLang"fr"
scores
fr0.8232647814910027
ca0.6636085626911316
es0.5845921450151057
it0.5845921450151057
pt0.5575221238938053
nl0.48837209302325585
de0.48405253283302063
ro0.461839530332681
en0.458128078817734
yo0.43820224719101125
tl0.42287513116474296
no0.3813273340832396
sl0.3813273340832396
hr0.3735763097949886
sq0.3582263710618437
sk0.35064935064935066
eu0.301143583227446
tr0.2966751918158568
lv0.2930591259640103
cs0.28292046936114734
ms0.28104575163398693
da0.25271739130434784
sv0.24760601915184677
hu0.2329149232914923
lt0.2329149232914923
pl0.22644163150492264
az0.1863905325443787
vi0.13249211356466878
et0.12420382165605094
hi0.12280701754385964
is0.09688013136288999
reliabletrue
passestrue
5
name"Hunter"
dialogue"French. I don't speak French. Not a word. But you're upset. You're shaking. What did you see?"
detectedLang"en"
heavyLang"en"
scores
en0.8114224137931035
tl0.6013667425968109
it0.37648456057007124
cs0.375
pt0.3667068757539204
no0.3644067796610169
et0.36053593179049936
fr0.3445692883895131
ca0.3429286608260325
sv0.34127979924717694
hr0.3234536082474227
pl0.3055555555555556
es0.30463576158940403
ro0.3037135278514589
tr0.3
hu0.2981283422459893
da0.2866847826086956
is0.284741144414169
sq0.2818057455540356
yo0.2818057455540356
sk0.2778541953232462
nl0.2467718794835007
fi0.24242424242424243
de0.21875
lt0.2164179104477612
az0.20212765957446807
lv0.20212765957446807
vi0.20212765957446807
sl0.14634146341463414
be0.11764705882352942
eu0.11764705882352942
ms0.10714285714285714
uk0.10714285714285714
reliabletrue
passestrue
6
name"Marie"
dialogue"« J'ai vu un homme. Une veste sombre. Il a jeté quelque chose dans l'eau. Et puis... plus rien. La femme avait disparu. »"
detectedLang"fr"
heavyLang"fr"
scores
fr0.8190045248868778
it0.5967741935483871
ca0.5291347851677457
ro0.5263469508584961
es0.5006242197253433
da0.4959042218021424
no0.4490358126721763
en0.42028985507246375
et0.40298507462686567
pt0.3333333333333333
sq0.3144815766923736
yo0.2837958818263205
cs0.27338782924613986
de0.2599444958371878
sk0.25719591457753016
tl0.2366412213740458
lv0.22854387656702024
fi0.2263056092843327
sl0.2202729044834308
nl0.21104536489151873
az0.18781725888324874
eu0.18032786885245902
hr0.1778006166495375
is0.1683991683991684
tr0.1675338189386056
hu0.16317991631799164
vi0.16142557651991615
lt0.15700737618545837
sv0.14893617021276595
pl0.11602209944751381
ms0.07300115874855156
reliabletrue
passestrue
7
name"Hunter"
dialogue"I don't understand you. But that camera—did you get a photo? Photos?"
detectedLang"en"
heavyLang"en"
scores
en0.8085585585585585
tl0.5940783190066857
fr0.5645491803278688
da0.5464247598719317
no0.5464247598719317
sv0.5375408052230685
cs0.5339912280701754
ro0.5203160270880361
ca0.5126146788990825
de0.4867149758454107
it0.4835965978128797
nl0.4817073170731707
is0.42333785617367703
es0.4225543478260869
pl0.4209809264305177
sk0.4064245810055866
hr0.371301775147929
lt0.34615384615384615
hu0.3441358024691358
pt0.3410852713178295
sq0.3264659270998415
yo0.3264659270998415
lv0.32432432432432434
tr0.256993006993007
ms0.2410714285714286
az0.23835125448028674
vi0.23835125448028674
et0.22867513611615245
sl0.17475728155339806
hi0.1533864541832669
be0.1414141414141414
eu0.1414141414141414
fi0.1290983606557377
uk0.1290983606557377
reliabletrue
passestrue
8
name"Marie"
dialogue"« Oui. Des photos. Regardez. »"
detectedLang"fr"
heavyLang"fr"
scores
fr0.7858017135862913
ca0.6102449888641426
en0.5853080568720379
de0.5466321243523317
nl0.4942196531791907
es0.46808510638297873
tl0.4631901840490798
lt0.3137254901960784
pt0.3137254901960784
hi0.3055555555555556
it0.29718875502008035
ro0.29718875502008035
lv0.2886178861788618
reliabletrue
passestrue
9
name"Hunter"
dialogue"That's the river. And a man. Dark jacket. This could be the break I need. I need you to come with me. Police station. Do you understand? Come."
detectedLang"en"
heavyLang"en"
scores
en0.8264642082429501
tl0.6863974911799294
no0.6074582924435721
da0.6047430830039525
sv0.5800524934383202
yo0.5475113122171946
cs0.531615925058548
fr0.5130858186244674
it0.51278928136419
sq0.49937421777221525
sk0.4907702100572883
nl0.4835377663008393
pl0.4798439531859558
hr0.47299077733860345
de0.47229551451187335
sl0.44598337950138506
lt0.4354269583627382
ro0.41002949852507375
pt0.4002998500749625
lv0.3916349809885932
ca0.3893129770992366
et0.38837920489296635
ms0.35691318327974275
hu0.34156378600823045
es0.32432432432432434
fi0.2753623188405797
tr0.25788497217068646
az0.2530345471521942
eu0.2438563327032136
vi0.23371647509578544
is0.20948616600790515
zh0.08779931584948689
be0.08045977011494253
uk0.07300115874855156
reliabletrue
passestrue
10
name"Marie"
dialogue"« Vous voulez que je vous suive ? D'accord. Mais je ne fais confiance à personne d'autre. »"
detectedLang"fr"
heavyLang"fr"
scores
fr0.8080279232111692
pt0.5886312640239342
ca0.5589414595028067
it0.555735056542811
es0.5149911816578483
nl0.42287513116474296
hr0.4222689075630252
ro0.40347071583514105
sl0.3982494529540482
cs0.39226519337016574
en0.3888888888888889
yo0.3834080717488789
tl0.35672514619883045
de0.34988179669030733
sk0.3234932349323493
sq0.3125
lt0.24965893587994542
lv0.2445054945054945
tr0.22644163150492264
pl0.21428571428571427
hu0.20863309352517986
da0.20289855072463767
no0.19941775836972345
fi0.13793103448275862
ms0.13793103448275862
sv0.13657770800627944
is0.10277324632952692
az0.09688013136288999
et0.09688013136288999
reliabletrue
passestrue
11
name"Hunter"
dialogue"I don't know what you said. But stay close. We'll find someone who speaks French."
detectedLang"en"
heavyLang"en"
scores
en0.8106743598990264
tl0.527027027027027
et0.37425506555423127
da0.31282722513089006
it0.2677824267782427
cs0.2584745762711864
es0.2510699001426534
pt0.2456896551724138
zh0.22680412371134018
no0.2164179104477612
hr0.20933734939759033
lt0.20933734939759033
ca0.2081447963800905
sv0.2081447963800905
sq0.2033383915022762
pl0.1935483870967742
de0.14910858995137766
ro0.14634146341463414
fr0.1435562805872757
yo0.14215686274509806
sk0.12060301507537688
be0.11764705882352942
tr0.11764705882352942
hu0.11317567567567569
az0.10714285714285714
is0.10714285714285714
lv0.10714285714285714
uk0.10714285714285714
vi0.10714285714285714
reliabletrue
passestrue
12
name"Marie"
dialogue"« Merci. »"
detectedLang"it"
heavyLang"fr"
scores
it0.7727272727272727
fr0.7663551401869159
es0.635036496350365
pl0.635036496350365
pt0.635036496350365
ca0.6212121212121212
cs0.6062992125984252
de0.5798319327731093
en0.5798319327731093
ms0.5798319327731093
sl0.5798319327731093
tl0.5798319327731093
tr0.5798319327731093
reliablefalse
passestrue
13
name"Hunter"
dialogue"I don't know what that means. But okay. Let's go—"
detectedLang"en"
heavyLang"en"
scores
en0.7997535428219347
tl0.5723684210526315
pl0.4186046511627907
yo0.33537832310838445
no0.30851063829787234
da0.2995689655172413
hr0.2995689655172413
ca0.29805615550755943
sv0.29805615550755943
sq0.2919389978213508
it0.26136363636363635
cs0.24418604651162787
ro0.21686746987951808
fr0.21307506053268765
sk0.181360201511335
be0.17721518987341772
tr0.17721518987341772
hu0.1709183673469388
az0.16237113402061853
et0.16237113402061853
is0.16237113402061853
lt0.16237113402061853
lv0.16237113402061853
uk0.16237113402061853
vi0.16237113402061853
reliabletrue
passestrue
14
name"Hunter"
dialogue"Hunter. ... Another one? Where? ... Alborn boat launch. I'm on my way. Keep the scene secure."
detectedLang"en"
heavyLang"en"
scores
en0.800580130529369
tl0.6306245802552047
pl0.3806306306306307
da0.3626882966396292
fr0.32014833127317677
hr0.3125
no0.3037974683544304
sk0.2930591259640103
ro0.29214929214929214
sq0.28104575163398693
sv0.28104575163398693
es0.2537313432835821
yo0.2486338797814208
de0.23184357541899442
cs0.22644163150492264
ca0.2231638418079096
et0.21875
fi0.21428571428571427
nl0.2109038737446198
it0.20634920634920634
ms0.19941775836972345
sl0.1863905325443787
is0.13793103448275862
hi0.13249211356466878
lt0.12
pt0.10277324632952692
tr0.09688013136288999
reliabletrue
passestrue
15
name"Hunter"
dialogue"Ma'am, I have to go. Stay here. Do not leave. I'll be back."
detectedLang"en"
heavyLang"en"
scores
en0.8003194888178914
pl0.5772266065388951
yo0.5659722222222222
tl0.5271122320302648
da0.5098039215686274
hr0.5
cs0.4959677419354839
sq0.4834710743801653
sk0.47257383966244726
lt0.42660550458715596
no0.4038155802861685
sl0.39123376623376627
lv0.33035714285714285
hu0.32915921288014316
vi0.3169398907103825
pt0.2937853107344633
tr0.2829827915869981
ca0.2690058479532163
sv0.2690058479532163
it0.23469387755102045
ro0.1935483870967742
be0.15730337078651685
az0.14383561643835618
et0.14383561643835618
is0.14383561643835618
uk0.14383561643835618
reliabletrue
passestrue
16
name"Marie"
dialogue"« Attendez ! Ne me laissez pas seule ! Il est peut-être encore là ! »"
detectedLang"fr"
heavyLang"fr"
scores
fr0.8292867981790591
it0.5356037151702787
sq0.512987012987013
en0.4915254237288135
ca0.469964664310954
es0.45054945054945056
lt0.42084942084942084
ro0.3943472409152086
pt0.3860845839017735
nl0.35988620199146515
tr0.35064935064935066
no0.3401759530791789
sl0.32432432432432434
lv0.28457869634340227
ms0.27184466019417475
fi0.265905383360522
et0.26229508196721313
vi0.25864909390444807
az0.20353982300884957
hr0.20071047957371224
de0.16666666666666666
yo0.16356877323420074
cs0.15413533834586465
da0.15413533834586465
hu0.15413533834586465
tl0.14611005692599618
sv0.1262135922330097
reliabletrue
passestrue
17
name"Hunter"
dialogue"I'll be back. I promise. Stay. Here."
detectedLang"en"
heavyLang"en"
scores
en0.791231732776618
sq0.5943204868154158
cs0.5604395604395604
tl0.54337899543379
ro0.5423340961098398
hr0.5260663507109005
ca0.5061728395061729
et0.49622166246851385
yo0.49622166246851385
pl0.48586118251928023
hu0.4791666666666667
it0.47643979057591623
lt0.4666666666666667
no0.42028985507246375
da0.41002949852507375
sv0.40828402366863903
pt0.2727272727272727
sk0.2647058823529412
be0.25925925925925924
es0.25925925925925924
sl0.25925925925925924
tr0.25925925925925924
fr0.250936329588015
az0.23954372623574144
is0.23954372623574144
lv0.23954372623574144
uk0.23954372623574144
vi0.23954372623574144
de0.2277992277992278
ms0.2277992277992278
nl0.2277992277992278
reliabletrue
passestrue
18
name"Marie"
dialogue"« Revenez vite. »"
detectedLang"fr"
heavyLang"fr"
scores
fr0.7807017543859649
no0.669603524229075
eu0.6527777777777778
pt0.5426829268292682
ro0.5426829268292682
sq0.5398773006134969
en0.5253164556962026
es0.5253164556962026
ca0.49664429530201337
reliabletrue
passestrue