Run: 2026-09-03-01M1KBW4A1N9DDHSZTE1CE1M72

Run Details

Model:
DeepSeek V4 Pro 0813 (Reasoning, High)
Test:
Language Writing
Scenario:
Character dialogue (Italian) in a story
Duration:
34.8s
Cost:
$0.007603
Provider:
DigitalOcean

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

Model response

AI
Isabella: "Oh! Mi ha spaventato... Sì, sì, prego, si sieda." Hunter: "Thanks. You were at the apple festival last night. I need to ask you about what happened near the old barn." Isabella: "È stato terribile. Io... io non so se posso parlarne. Ho ancora paura." Hunter: "I didn't catch that. My Italian is... zero. But 'paura' means scared, right? What scared you?" Isabella: "Ho visto un uomo alto con un cappotto lungo. Era vicino ai meli. Poi... è sparito nel buio. Come un fantasma." Hunter: "Sparito... gone. You saw someone disappear? A tall man in a long coat?" Isabella: "Sì! E ho scattato questa foto, ma è tutta scura. Solo una sagoma. Non capisco. Le luci della festa erano accese, ma nella foto non c'è niente." Hunter: "Let me see that. I can't read the menu on this thing, but I see the shape. Where exactly did you take this?" Isabella: "Dietro la chiesa, vicino al vecchio fienile. C'era odore di mele marce, come... come qualcosa di morto. Non voglio tornarci." Hunter: "Old barn behind the church. Rotten apples. Okay." (he pauses as his phone rings) "Hold on." (answers) "Hunter." (listens) "Right now? ... Fine, I'm on my way." (to Isabella) "I have to go. Stay here. Don't leave until I come back with a translator." Isabella: "Non mi lasci qui da sola. Ho paura." Hunter: "You'll be safe. Just stay put. Keep that camera with you." Isabella: "Ma io... va bene. Aspetterò."
created_at"2026-09-03T10:08:47.445Z" 9/3/2026, 10:08:47 AM
model"deepseek/deepseek-v4-pro-20260813"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency4534
moderation_latency(null)
generation_time34708
tokens_prompt308
tokens_completion1779
native_tokens_prompt267
native_tokens_completion1831
native_tokens_completion_images(null)
native_tokens_reasoning1430
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)
usage0.0076032
router(null)
user_agent"langchainjs-openai/1.0.0 ((node/v24.19.0; linux; x64))"
http_referer(null)
request_id"req-1788430127-j9PSRrmQ6FlCW2zPzLAg"
session_id(null)
preset_id(null)
api_type"completions"
id"gen-1788430127-7Lz2OyATO8BqN8miOD6r"
upstream_id"chatcmpl-be0cc9e0-b0a0-41e1-895d-ca20647ac141"
provider_responses
0
endpoint_id"928ab2e9-a85f-427f-adcb-15b2394c70d5"
id"chatcmpl-be0cc9e0-b0a0-41e1-895d-ca20647ac141"
is_byokfalse
latency4534
model_permaslug"deepseek/deepseek-v4-pro-20260813"
provider_name"DigitalOcean"
status200
total_cost0.0076032
cache_discount(null)
upstream_inference_cost0
provider_name"DigitalOcean"
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"Isabella"
dialogue"Oh! Mi ha spaventato... Sì, sì, prego, si sieda."
detectedLang"it"
heavyLang"it"
scores
it0.7204100652376515
es0.6188055908513341
ca0.5786516853932584
ro0.5633187772925764
yo0.5581737849779087
no0.5334370139968896
pl0.5184590690208668
sk0.5041322314049587
sl0.49324324324324326
pt0.46524064171123
fr0.4392523364485981
hu0.40828402366863903
cs0.40119760479041916
nl0.3951612903225807
hr0.3492407809110629
lt0.34782608695652173
tl0.31662870159453305
sq0.29577464788732394
sv0.2840095465393795
da0.2227979274611399
en0.21052631578947367
tr0.1935483870967742
reliabletrue
passestrue
1
name"Hunter"
dialogue"Thanks. You were at the apple festival last night. I need to ask you about what happened near the old barn."
detectedLang"en"
heavyLang"en"
scores
en0.818889187013684
tl0.6365105008077545
no0.5593994778067886
da0.5556287030941409
nl0.4407622203811102
sv0.43037974683544306
cs0.4260204081632653
fr0.42455242966751916
hr0.40318302387267907
yo0.375
et0.37267657992565056
it0.3697478991596639
ca0.33758586849852795
sq0.336283185840708
es0.3316831683168317
pl0.32432432432432434
sk0.3229689067201605
sl0.3133265513733469
de0.3048403707518023
lt0.30268595041322316
ms0.2757510729613734
lv0.2686890574214518
ro0.23556058890147225
vi0.23556058890147225
pt0.22945205479452058
az0.2114485981308411
is0.17177914110429449
hu0.16563658838071693
be0.09395973154362416
tr0.09395973154362416
fi0.08536585365853659
uk0.08536585365853659
reliabletrue
passestrue
2
name"Isabella"
dialogue"È stato terribile. Io... io non so se posso parlarne. Ho ancora paura."
detectedLang"it"
heavyLang"it"
scores
it0.7986306886830448
pt0.5652173913043478
en0.5458673932788375
fr0.5458673932788375
sl0.5309568480300189
ca0.5247148288973384
no0.5238095238095238
yo0.4646680942184154
hr0.4541484716157206
sv0.44933920704845814
de0.44071588366890374
cs0.423963133640553
es0.4212962962962963
da0.4206257242178447
ro0.4192799070847852
sk0.40898345153664306
sq0.3811881188118812
pl0.34469200524246396
lt0.3112947658402204
nl0.2857142857142857
az0.2816091954022989
et0.27007299270072993
fi0.24357034795764
tl0.2401215805471125
hu0.20634920634920634
lv0.19614147909967844
ms0.19614147909967844
tr0.19093851132686085
vi0.1652754590984975
eu0.1482112436115843
reliabletrue
passestrue
3
name"Hunter"
dialogue"I didn't catch that. My Italian is... zero. But 'paura' means scared, right? What scared you?"
detectedLang"en"
heavyLang"en"
scores
en0.8115793079821857
tl0.5823842065299925
it0.5084897229669348
yo0.3895671476137625
cs0.3735763097949886
ro0.3670886075949367
fr0.3648960739030023
sv0.3436754176610978
no0.33894230769230765
sq0.3381468110709988
da0.3309002433090025
nl0.28756476683937826
hu0.28664072632944226
pl0.2838541666666667
de0.27821522309711283
hr0.2647058823529412
sk0.2231638418079096
is0.2198581560283688
ms0.21428571428571427
ca0.2005813953488372
fi0.19590643274853803
tr0.18998527245949925
lt0.1863905325443787
az0.18154761904761904
be0.11290322580645161
sl0.11290322580645161
es0.10277324632952692
et0.10277324632952692
lv0.10277324632952692
uk0.10277324632952692
vi0.10277324632952692
pt0.09688013136288999
reliabletrue
passestrue
4
name"Isabella"
dialogue"Ho visto un uomo alto con un cappotto lungo. Era vicino ai meli. Poi... è sparito nel buio. Come un fantasma."
detectedLang"it"
heavyLang"it"
scores
it0.7869318181818181
es0.5582460732984292
tl0.4503257328990228
ca0.44306930693069313
pt0.4337248322147651
ro0.4337248322147651
no0.3336623889437315
en0.3276892430278885
yo0.26550598476605003
cs0.2647058823529412
lv0.2614879649890591
vi0.2598684210526316
lt0.25742574257425743
da0.25
fr0.24412094064949608
sq0.2303306727480046
sk0.21328671328671328
eu0.21236872812135354
sl0.1945107398568019
is0.1818181818181818
sv0.17682926829268292
de0.1687192118226601
fi0.11533420707732633
ms0.09638554216867469
nl0.09029649595687331
reliabletrue
passestrue
5
name"Hunter"
dialogue"Sparito... gone. You saw someone disappear? A tall man in a long coat?"
detectedLang"en"
heavyLang"en"
scores
en0.7644287396937574
it0.5694294940796556
nl0.5186522262334536
tl0.5157384987893463
de0.5
sv0.4838709677419355
ro0.4673768308921438
ms0.45652173913043476
lt0.44598337950138506
pt0.4405594405594406
es0.42528735632183906
fr0.41348973607038125
cs0.4117647058823529
da0.4108983799705449
sl0.37888198757763975
no0.37694704049844235
yo0.34102141680395387
pl0.32088285229202035
lv0.3079584775086505
vi0.29701230228471004
hu0.2805755395683453
az0.2779783393501805
is0.2766726943942134
ca0.2537313432835821
sk0.24528301886792453
hr0.21875
tr0.16142557651991615
sq0.15254237288135594
eu0.14893617021276595
et0.13606911447084233
fi0.13606911447084233
reliabletrue
passestrue
6
name"Isabella"
dialogue"Sì! E ho scattato questa foto, ma è tutta scura. Solo una sagoma. Non capisco. Le luci della festa erano accese, ma nella foto non c'è niente."
detectedLang"it"
heavyLang"it"
scores
it0.8136315228966986
es0.586679263108172
ro0.5285560344827587
pt0.5187018701870187
ca0.4971264367816092
fr0.4959677419354839
tl0.45652173913043476
yo0.44302991725015917
no0.38596491228070173
fi0.37050359712230213
en0.3654822335025381
sl0.3570903747244673
sk0.35137138621200886
sq0.33962264150943394
et0.3356112376613516
sv0.29492344883158744
hr0.28977272727272724
da0.2857142857142857
pl0.2647058823529412
eu0.2578456318914334
lt0.24438687392055264
de0.24307958477508654
nl0.24045138888888892
lv0.2290748898678414
hu0.22703180212014135
cs0.20670897552130554
ms0.17452830188679244
is0.13962635201573254
az0.12236710130391174
vi0.08184679958027283
tr0.07407407407407407
reliabletrue
passestrue
7
name"Hunter"
dialogue"Let me see that. I can't read the menu on this thing, but I see the shape. Where exactly did you take this?"
detectedLang"en"
heavyLang"en"
scores
en0.8271889400921658
tl0.5686556434219986
et0.44547134935304994
sq0.42196531791907516
cs0.3814432989690722
fr0.37888198757763975
no0.35553168635875404
da0.3288590604026846
sl0.3111366245694604
yo0.3095512082853855
nl0.3087557603686636
ms0.2857142857142857
ca0.2831541218637993
hr0.27448609431680776
fi0.2727272727272727
sv0.2647058823529412
pl0.25925925925925924
it0.24528301886792453
es0.23076923076923078
ro0.21875
sk0.19678714859437751
pt0.12790697674418602
hi0.12280701754385964
de0.11504424778761062
be0.1044776119402985
tr0.1044776119402985
hu0.10044977511244377
az0.09502262443438914
is0.09502262443438914
lt0.09502262443438914
lv0.09502262443438914
uk0.09502262443438914
vi0.09502262443438914
reliabletrue
passestrue
8
name"Isabella"
dialogue"Dietro la chiesa, vicino al vecchio fienile. C'era odore di mele marce, come... come qualcosa di morto. Non voglio tornarci."
detectedLang"it"
heavyLang"it"
scores
it0.7941857473630048
fr0.5006242197253433
es0.47540983606557374
ca0.45615227736233854
pt0.4043186895011169
ro0.39531368102796677
en0.3939393939393939
tl0.38697318007662834
da0.31798806479113384
sq0.27927927927927926
yo0.2687385740402194
no0.24599434495758718
ms0.24528301886792453
lt0.24457034938621341
eu0.1861648016276704
nl0.18450560652395515
vi0.18450560652395515
pl0.17525773195876287
de0.15164369034994699
sl0.14893617021276595
hr0.1111111111111111
et0.10414333706606943
lv0.0990990990990991
cs0.09399773499433749
sk0.07727797001153403
sv0.06868451688009314
reliabletrue
passestrue
9
name"Hunter"
dialogue"I have to go. Stay here. Don't leave until I come back with a translator."
detectedLang"en"
heavyLang"en"
scores
en0.8247879011434895
tl0.5662100456621004
pl0.5626151012891344
da0.5523091423185674
no0.5245245245245245
hr0.5082815734989649
it0.4946808510638298
sq0.48814655172413796
cs0.47339246119733924
ca0.47222222222222227
yo0.4692737430167597
sk0.4552752293577982
ro0.4508670520231214
pt0.4290865384615385
sl0.41066997518610426
lv0.40401505646173147
sv0.4032663316582915
lt0.3994943109987357
es0.375
ms0.3546195652173913
et0.34119278779472956
hu0.31948424068767906
vi0.31752873563218387
tr0.3065693430656934
de0.2973372781065089
nl0.29629629629629634
fr0.2931547619047619
az0.28785607196401797
is0.22512234910277326
eu0.2238562091503268
be0.12844036697247707
fi0.1171003717472119
uk0.1171003717472119
reliabletrue
passestrue
10
name"Isabella"
dialogue"Non mi lasci qui da sola. Ho paura."
detectedLang"it"
heavyLang"it"
scores
it0.8007968127490039
fr0.5606326889279437
ca0.5378927911275416
sl0.46236559139784944
eu0.4577006507592191
no0.4444444444444444
hr0.43946188340807174
sk0.43566591422121903
cs0.4292237442922375
tr0.40898345153664306
yo0.3946731234866829
ro0.37810945273631835
es0.3765586034912718
pl0.36061381074168797
pt0.33510638297872336
az0.29775280898876405
en0.2711370262390671
da0.2647058823529412
hu0.2537313432835821
de0.24698795180722888
tl0.20127795527156547
vi0.20127795527156547
reliabletrue
passestrue
11
name"Hunter"
dialogue"You'll be safe. Just stay put. Keep that camera with you."
detectedLang"en"
heavyLang"en"
scores
en0.8067776456599287
tl0.5022970903522206
sv0.36149312377210213
ca0.3551587301587301
it0.3271221532091097
ro0.3271221532091097
ms0.3157894736842105
hr0.2777777777777778
hu0.2647058823529412
lt0.2562929061784897
yo0.25287356321839083
et0.2388758782201405
es0.23349056603773585
cs0.1935483870967742
fr0.18952618453865336
nl0.18952618453865336
de0.181360201511335
reliabletrue
passestrue
12
name"Isabella"
dialogue"Ma io... va bene. Aspetterò."
detectedLang"it"
heavyLang"it"
scores
it0.8138297872340426
ca0.6902654867256637
fr0.6485943775100402
ro0.6203904555314533
es0.4942196531791907
hu0.4942196531791907
et0.49275362318840576
ms0.453125
sq0.4372990353697749
pl0.3794326241134752
no0.3371212121212121
tl0.3346007604562738
sk0.31906614785992216
da0.308300395256917
vi0.308300395256917
yo0.308300395256917
en0.2886178861788618
pt0.2886178861788618
de0.2857142857142857
fi0.2857142857142857
nl0.2857142857142857
tr0.2857142857142857
lt0.27083333333333337
reliabletrue
passestrue