Run: 2026-09-03-01M1KB503DCMA37FT600VXFK3E

Run Details

Model:
DeepSeek V4 Flash 0731 (Reasoning, High)
Test:
Language Writing
Scenario:
Character dialogue (French) in a story
Duration:
53.2s
Cost:
$0.000689
Provider:
Relace

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: (looking up, startled, hands clutching her camera) Pardon? Je… je ne parle pas anglais. Je suis française. Hunter: No English, huh? That’s a problem. Okay, let me try this slow. The festival… yesterday… someone disappeared. You were there, weren’t you? Taking pictures? (He gestures at the camera.) Marie: (nodding, eyes wide) Oui, je prenais des photos. Mais… il y avait un homme étrange. Il regardait partout, puis il a suivi une femme. J’ai pris cette photo. (She turns the camera screen toward him.) Hunter: (peering at the screen) That’s him. That’s the missing man. And this woman… you know her? Can you tell me anything else? Marie: (troubled, hugging her arms) Non, je n’ai jamais vu cette femme. Mais après, j’ai entendu un cri venant du parc. C’était horrible. J’avais peur. Hunter: A cry? In the park? (He points in a direction) Over there? Can you show me? Marie: (standing, pointing) Oui, là-bas, près des grands arbres. Mais je n’ai pas osé aller voir. Je suis rentrée à l’hôtel. Hunter: Okay, that’s something. Do you have more photos? Maybe of the parking lot, or the crowd? Marie: (scrolling through images) Oui, j’ai pris beaucoup de photos. Les gens, la parade… mais je n’ai rien remarqué de plus. Attendez… (She zooms in) Cet homme… il avait une marque sur le cou. Comme une lettre bizarre. Hunter: A mark? Let me see. (He takes the camera, squints) I can’t make it out. I’ll take a picture of this with my phone. (He does) This could be important. Marie: Je ne sais pas si c’est important. Mais j’ai peur. Qui disparaît comme ça? (She looks at him with wide, worried eyes) Hunter: I wish I could tell you, but I need to get this translated. Do you have a pen and paper? Can you write down what you just told me? Marie: (nods, rummages in her bag, writes) Voilà. C’est tout ce que je sais. Hunter: (takes the note, looks at it) I’ll have someone translate this. Thank you for your help, miss. I’m sorry about all this. Marie: Ce n’est rien. Mais faites attention, monsieur le détective. Quelque chose de mal se passe dans cette ville. Hunter: (phone buzzes) One second. (answers) Hunter here. Yeah? Where? I’m on my way. (hangs up, turns to Marie) I have to go. That was a lead. You should stay somewhere safe. Do you understand? Safe? (He gestures around.) Marie: (nods uncertainly) Oui… oui. Allez-y. Je vais bien. Hunter: Good. Thanks again. (He hurries away.) Marie: (watching him leave, whispers to herself) Bonne chance…
created_at"2026-09-03T09:56:09.464Z" 9/3/2026, 9:56:09 AM
model"deepseek/deepseek-v4-flash-20260731"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency1065
moderation_latency(null)
generation_time52807
tokens_prompt303
tokens_completion3745
native_tokens_prompt342
native_tokens_completion3704
native_tokens_completion_images(null)
native_tokens_reasoning3089
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)
usage0.00068895
router(null)
user_agent"langchainjs-openai/1.0.0 ((node/v24.19.0; linux; x64))"
http_referer(null)
request_id"req-1788429369-Su4HtP7RfJlJzfwwE6tF"
session_id(null)
preset_id(null)
api_type"completions"
id"gen-1788429369-LhMzW49HPOUWm8LzxoNi"
upstream_id"b0395592e16e47908d19eaa5d281b185"
provider_responses
0
endpoint_id"cb029acf-a84f-4280-8103-909d269e1e5f"
is_byokfalse
latency276
model_permaslug"deepseek/deepseek-v4-flash-20260731"
provider_name"DigitalOcean"
status429
1
endpoint_id"57c1bfab-049c-4d6a-ab34-ac1007a6043b"
id"b0395592e16e47908d19eaa5d281b185"
is_byokfalse
latency1064
model_permaslug"deepseek/deepseek-v4-flash-20260731"
provider_name"Relace"
status200
total_cost0.00068895
cache_discount(null)
upstream_inference_cost0
provider_name"Relace"
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"Pardon? Je… je ne parle pas anglais. Je suis française."
detectedLang"fr"
heavyLang"fr"
scores
fr0.7802569303583502
sl0.6471226927252987
lt0.6298405466970387
cs0.6251441753171857
ca0.6089049338146811
sq0.5849297573435505
hr0.5660881174899867
sk0.5241581259150806
nl0.5220588235294118
it0.4984567901234568
lv0.4921875
ro0.4905956112852664
en0.4619205298013245
yo0.42781690140845074
pl0.4122965641952984
de0.40476190476190477
pt0.40476190476190477
hu0.4025735294117647
es0.4014732965009208
tr0.3992606284658041
ms0.3879472693032015
tl0.3460764587525151
et0.30257510729613735
no0.2919389978213508
az0.2903930131004367
da0.2793791574279379
sv0.2793791574279379
fi0.21307506053268765
eu0.19753086419753088
is0.15364583333333331
reliabletrue
passestrue
1
name"Hunter"
dialogue"No English, huh? That’s a problem. Okay, let me try this slow. The festival… yesterday… someone disappeared. You were there, weren’t you? Taking pictures?"
detectedLang"en"
heavyLang"en"
scores
en0.7904742436631235
tl0.6078806426931905
nl0.5512259194395798
no0.47246525990735977
fr0.46109358569926395
pt0.43463872035300605
it0.4209039548022599
sq0.42057659694742794
ca0.4122706422018349
da0.4092219020172911
es0.40888119953863894
de0.4026806526806527
sl0.3984741784037559
hr0.3847539015606243
sv0.3832731648616125
cs0.3657178217821782
ms0.358974358974359
ro0.35494021397105097
et0.33699870633893925
pl0.32830930537352554
sk0.32208994708994715
lv0.2916378714581893
az0.24743024963289278
tr0.23450336071695296
hu0.21815408085430968
fi0.21516079632465546
lt0.2133537989255564
yo0.18065547561950437
eu0.1693679092382496
is0.12467976088812979
vi0.0639269406392694
reliabletrue
passestrue
2
name"Marie"
dialogue"Oui, je prenais des photos. Mais… il y avait un homme étrange. Il regardait partout, puis il a suivi une femme. J’ai pris cette photo."
detectedLang"fr"
heavyLang"fr"
scores
fr0.822380106571936
it0.5033112582781457
ca0.4991652754590985
pt0.47856315179606024
es0.4693396226415094
en0.46428571428571425
da0.4325346784363178
no0.41709844559585496
de0.40789473684210525
ro0.37716262975778553
nl0.36395759717314485
lv0.34687953555878087
tr0.34545454545454546
yo0.33184855233853006
cs0.32330827067669177
hr0.32330827067669177
sl0.3186979560938683
sk0.3171471927162367
tl0.29522317932654657
pl0.29189614476789927
az0.2879746835443038
hu0.2730210016155089
lt0.2647058823529412
et0.2524916943521595
sv0.24496644295302009
fi0.20634920634920634
vi0.15730337078651685
eu0.14285714285714285
sq0.13793103448275862
ms0.1287512100677638
hi0.07881269191402251
is0.07692307692307693
reliabletrue
passestrue
3
name"Hunter"
dialogue"That’s him. That’s the missing man. And this woman… you know her? Can you tell me anything else?"
detectedLang"en"
heavyLang"en"
scores
en0.8301945044766903
tl0.6104815864022662
nl0.5274914089347079
no0.4990892531876139
sq0.4746895893027698
da0.45972495088408644
ms0.3888888888888889
sv0.35370152761457113
it0.3081761006289308
fr0.30467762326169406
fi0.29757343550446996
yo0.2724867724867725
tr0.26861702127659576
de0.25474254742547425
et0.22535211267605632
pt0.21763869132290184
is0.21652421652421652
ca0.21316165951359084
cs0.21316165951359084
az0.20520231213872833
lv0.1641337386018237
es0.15644171779141106
lt0.14596273291925466
sl0.13793103448275862
ro0.12698412698412698
hr0.1143317230273752
reliabletrue
passestrue
4
name"Marie"
dialogue"Non, je n’ai jamais vu cette femme. Mais après, j’ai entendu un cri venant du parc. C’était horrible. J’avais peur."
detectedLang"fr"
heavyLang"fr"
scores
fr0.8082913970764438
ca0.47643979057591623
it0.44016794961511546
eu0.3930197268588771
da0.33665008291873966
no0.3265993265993266
lt0.32260795935647757
en0.31212381771281167
pt0.30313588850174217
sk0.2988606485539001
es0.29515418502202645
cs0.2687385740402194
de0.25650557620817843
yo0.2516370439663237
lv0.24528301886792453
tl0.2263056092843327
nl0.20634920634920634
sl0.1778006166495375
hr0.17610710607621008
tr0.15966386554621848
ro0.1543340380549683
hu0.1294885745375408
sv0.12568306010928962
ms0.1111111111111111
vi0.11012235817575083
fi0.10414333706606943
pl0.10213243546576879
is0.0990990990990991
reliabletrue
passestrue
5
name"Hunter"
dialogue"A cry? In the park? Over there? Can you show me?"
detectedLang"en"
heavyLang"en"
scores
en0.8248686514886164
nl0.6951219512195121
tl0.637243047158404
de0.5664739884393063
no0.5594713656387665
sq0.5562130177514794
it0.5398773006134969
sl0.5253164556962026
yo0.511400651465798
pt0.5041322314049587
ms0.5
fr0.48805460750853247
ro0.48364888123924266
da0.4800693240901213
sv0.45255474452554745
es0.43820224719101125
az0.4350282485875706
ca0.4152046783625731
cs0.4117647058823529
pl0.38650306748466257
et0.34497816593886466
hu0.34210526315789475
tr0.33920704845814975
fi0.3150684931506849
sk0.3023255813953488
hr0.27184466019417475
lt0.21465968586387435
is0.2
eu0.1891891891891892
lv0.1891891891891892
vi0.1891891891891892
reliabletrue
passestrue
6
name"Marie"
dialogue"Oui, là-bas, près des grands arbres. Mais je n’ai pas osé aller voir. Je suis rentrée à l’hôtel."
detectedLang"fr"
heavyLang"fr"
scores
fr0.8095909732016924
ca0.6071012805587893
de0.492862509391435
nl0.48473282442748095
pt0.4073748902546093
yo0.3935309973045822
da0.3583650190114069
no0.34782608695652173
it0.31749241658240646
en0.3168016194331984
sv0.2902208201892744
es0.26390403489640135
hr0.2606790799561884
sl0.2557883131201764
tl0.25
cs0.23382519863791143
sk0.23208191126279862
ms0.21420256111757857
sq0.21328671328671328
pl0.19258373205741627
vi0.18870192307692307
lt0.1818181818181818
is0.13350449293966624
tr0.11300919842312747
et0.11067193675889328
fi0.09395973154362416
ro0.08038147138964578
reliabletrue
passestrue
7
name"Hunter"
dialogue"Okay, that’s something. Do you have more photos? Maybe of the parking lot, or the crowd?"
detectedLang"en"
heavyLang"en"
scores
en0.8218159281066006
tl0.6304627249357327
nl0.4866071428571428
fr0.4156504065040651
pt0.4010416666666667
sq0.38105489773950485
no0.36743674367436746
yo0.3413516609392898
de0.34059633027522934
da0.33061699650756693
cs0.32273262661955243
sl0.3203309692671395
hr0.31220095693779903
sv0.2656449553001277
pl0.26376440460947503
sk0.2532467532467532
is0.21768707482993196
es0.21555252387448842
ms0.213406292749658
lt0.1991643454038997
lv0.1843971631205674
vi0.16180758017492713
it0.14814814814814814
hi0.11809815950920245
ca0.10990712074303406
az0.09305993690851734
et0.09305993690851734
fi0.09305993690851734
tr0.09305993690851734
reliabletrue
passestrue
8
name"Marie"
dialogue"Oui, j’ai pris beaucoup de photos. Les gens, la parade… mais je n’ai rien remarqué de plus. Attendez… Cet homme… il avait une marque sur le cou. Comme une lettre bizarre."
detectedLang"fr"
heavyLang"fr"
scores
fr0.8175182481751825
ca0.549266247379455
es0.516636690647482
en0.49742870500233755
it0.4957786116322702
pt0.45376016260162605
tl0.45208970438328233
ro0.42819148936170215
no0.40476190476190477
nl0.38004613610149945
sv0.3698710433763188
da0.3654073199527745
yo0.3347772277227723
de0.29369250985545337
sq0.28713527851458887
sl0.27900737759892685
et0.2601514108740537
tr0.22772988505747124
hr0.22382671480144403
sk0.2013372956909361
az0.18064024390243902
lv0.16924265842349304
ms0.16342412451361868
cs0.16081186572989853
hu0.15354330708661418
lt0.12601626016260162
pl0.12530512611879577
fi0.12244897959183673
eu0.11009933774834438
vi0.0724762726488352
hi0.06684027777777778
reliabletrue
passestrue
9
name"Hunter"
dialogue"A mark? Let me see. I can’t make it out. I’ll take a picture of this with my phone. This could be important."
detectedLang"en"
heavyLang"en"
scores
en0.8272458045409673
tl0.6935201401050788
fr0.5382585751978892
it0.46195234435049964
ro0.453978159126365
sq0.45226917057902977
yo0.4514106583072101
ca0.4496855345911949
no0.4345718901453958
nl0.4176372712146422
da0.4171523730224813
sl0.38650306748466257
cs0.38325991189427316
es0.381078691423519
pt0.37777777777777777
et0.35838680109990834
sv0.32950191570881227
hu0.3269230769230769
hr0.32497589199614274
lt0.31906614785992216
pl0.3157380254154448
is0.3020937188434696
de0.29718875502008035
sk0.29149797570850206
vi0.2753623188405797
tr0.24487594390507011
ms0.24324324324324328
lv0.23830250272034822
fi0.16467780429594273
az0.15966386554621848
be0.09090909090909091
eu0.09090909090909091
uk0.08256880733944955
reliabletrue
passestrue
10
name"Marie"
dialogue"Je ne sais pas si c’est important. Mais j’ai peur. Qui disparaît comme ça?"
detectedLang"fr"
heavyLang"fr"
scores
fr0.8240616621983914
it0.6379310344827587
ca0.6184593023255814
ro0.5686113393590797
en0.5209854014598541
pt0.5143385753931544
tl0.5125348189415042
sq0.4878048780487805
es0.4807121661721069
cs0.44267515923566875
sl0.4397011739594451
nl0.4230769230769231
lt0.396551724137931
sk0.39095127610208813
no0.373508353221957
yo0.3526510480887793
hr0.3510506798516687
da0.3208279430789133
tr0.24892703862660948
de0.22106824925816024
lv0.1640127388535032
pl0.14772727272727273
fi0.1435562805872757
ms0.13793103448275862
hu0.13509060955518945
et0.12790697674418602
sv0.11317567567567569
reliabletrue
passestrue
11
name"Hunter"
dialogue"I wish I could tell you, but I need to get this translated. Do you have a pen and paper? Can you write down what you just told me?"
detectedLang"en"
heavyLang"en"
scores
en0.8288075560802832
tl0.5292207792207793
et0.48799435028248583
ca0.4810307802433787
cs0.46808510638297873
sl0.46256486286137877
sk0.4573353293413174
pl0.44401840490797545
fr0.4357976653696498
no0.4331508991399531
hr0.4313725490196078
pt0.43003144654088055
sq0.4282334384858044
da0.42000000000000004
yo0.41767068273092367
it0.3855932203389831
ro0.35555555555555557
es0.3521000893655049
lt0.348607367475292
sv0.3330266789328427
vi0.3140964995269631
lv0.30754536771728747
tr0.28359683794466406
az0.2706237424547284
is0.24714434060228452
hu0.2352320675105485
nl0.23036093418259024
fi0.22625400213447172
ms0.22126745435016112
hi0.19800884955752213
eu0.15893271461716937
de0.1559953434225844
be0.0880503144654088
uk0.0799492385786802
reliabletrue
passestrue
12
name"Marie"
dialogue"Voilà. C’est tout ce que je sais."
detectedLang"fr"
heavyLang"fr"
scores
fr0.8349229640498899
it0.4742990654205608
es0.4444444444444444
ca0.44168734491315137
sl0.43467336683417085
pt0.43324937027707805
hr0.4318181818181818
yo0.4201030927835051
cs0.3951612903225807
sk0.39189189189189183
ro0.38524590163934425
nl0.358974358974359
pl0.2879746835443038
de0.26229508196721313
reliabletrue
passestrue
13
name"Hunter"
dialogue"I’ll have someone translate this. Thank you for your help, miss. I’m sorry about all this."
detectedLang"en"
heavyLang"en"
scores
en0.8232647814910027
tl0.6388706500328301
no0.4073275862068965
da0.4015233949945593
pt0.38478747203579416
it0.36046511627906974
vi0.29757343550446996
ro0.2329149232914923
es0.2198581560283688
et0.2109038737446198
sq0.207492795389049
de0.20174165457184323
hr0.2005813953488372
cs0.19941775836972345
ms0.19941775836972345
sv0.19236417033773862
fr0.12698412698412698
ca0.12
pl0.11290322580645161
eu0.1085899513776337
lt0.1085899513776337
lv0.1085899513776337
nl0.10277324632952692
sk0.10277324632952692
tr0.10277324632952692
az0.09688013136288999
sl0.09688013136288999
reliabletrue
passestrue
14
name"Marie"
dialogue"Ce n’est rien. Mais faites attention, monsieur le détective. Quelque chose de mal se passe dans cette ville."
detectedLang"fr"
heavyLang"fr"
scores
fr0.8287671232876712
en0.6155753968253969
it0.5929621848739496
da0.5774263904034896
no0.5494186046511628
de0.5386904761904762
pt0.5183343691733996
ca0.5057397959183674
ro0.495114006514658
sv0.49280104712041883
es0.4752877454299256
tl0.4326500732064422
nl0.404304381245196
yo0.3839427662957075
sq0.38148443735035914
et0.36940602115541094
fi0.3616144975288303
sl0.33074265975820377
hu0.3272569444444444
hr0.25623800383877166
tr0.24537487828627072
ms0.20103092783505155
cs0.14928649835345773
lt0.14835164835164832
lv0.14835164835164832
az0.143646408839779
is0.14174972314507198
sk0.11630558722919043
zh0.0903755868544601
eu0.08284023668639054
reliabletrue
passestrue
15
name"Hunter"
dialogue"One second. Hunter here. Yeah? Where? I’m on my way. I have to go. That was a lead. You should stay somewhere safe. Do you understand? Safe?"
detectedLang"en"
heavyLang"en"
scores
en0.8253598645215918
tl0.6199907876554583
pl0.5372966909702748
da0.5059880239520957
cs0.4996967859308672
sk0.46463335496430885
no0.4586614173228346
hr0.44519166106254204
yo0.4444444444444444
sq0.4043321299638989
de0.3978102189781022
nl0.38661710037174724
sv0.3687834736036725
fr0.3614551083591331
pt0.3462757527733756
ro0.3462757527733756
ca0.3436754176610978
it0.336283185840708
sl0.32098765432098764
et0.25339366515837103
lv0.23611111111111113
lt0.23184357541899442
vi0.2282507015902713
hu0.21278625954198474
fi0.20520231213872833
is0.20443587270973965
es0.20289855072463767
tr0.19980601357904945
az0.13883089770354906
ms0.12882787750791974
hi0.0924092409240924
be0.0782122905027933
eu0.0782122905027933
uk0.07094594594594594
reliabletrue
passestrue
16
name"Marie"
dialogue"Oui… oui. Allez-y. Je vais bien."
detectedLang"fr"
heavyLang"fr"
scores
fr0.8165618448637317
es0.6369294605809128
nl0.5783132530120482
de0.5283018867924528
pl0.5283018867924528
sl0.4971264367816092
hr0.4942196531791907
yo0.48224852071005914
cs0.45652173913043476
sk0.453125
da0.358974358974359
vi0.358974358974359
it0.3371212121212121
no0.3371212121212121
et0.32432432432432434
en0.2857142857142857
fi0.2857142857142857
tl0.2857142857142857
reliabletrue
passestrue
17
name"Hunter"
dialogue"Good. Thanks again."
detectedLang"en"
heavyLang"en"
scores
en0.8306233062330624
nl0.7139588100686498
vi0.5370370370370371
tl0.4444444444444444
reliabletrue
passestrue
18
name"Marie"
dialogue"Bonne chance…"
detectedLang"fr"
heavyLang"fr"
scores
fr0.8178506375227687
de0.6904024767801857
en0.6655518394648829
it0.6047430830039525
tl0.5867768595041323
da0.574468085106383
nl0.5670995670995671
pt0.5670995670995671
sv0.46808510638297873
cs0.40119760479041916
es0.38650306748466257
sl0.38650306748466257
hr0.3710691823899371
no0.3710691823899371
sk0.3710691823899371
sq0.3710691823899371
yo0.3710691823899371
reliabletrue
passestrue