Run: 2026-09-03-01M1KBQWBG1122ZA9T99YB97F8

Run Details

Model:
DeepSeek V4 Pro 0813 (Reasoning, High)
Test:
Language Writing
Scenario:
Character dialogue (Italian) in a story
Duration:
2m 1s
Cost:
$0.023294
Provider:
Alibaba

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: (in Italian, staring at her camera, shaken) "Non è possibile... non di nuovo..." Hunter: "Miss. Detective Hunter, Alborn police. I need to ask you about last night." Isabella: (startled) "Mi scusi? Non parlo inglese." Hunter: (confused) "English? You don't speak any English?" Isabella: "No. Solo italiano." Hunter: "Italian. Great. Okay. Last night—" (gestures toward the street) "—the apple festival. Were you there?" Isabella: "Sì. La festa delle mele. Ero lì per fotografare." Hunter: "Photos. Right. Can I see the camera?" Isabella: (turns the camera toward him) "Guardi. Questa è l'ultima foto. C'è qualcosa nell'ombra." Hunter: (looks at the screen) "What is that? By the trees?" Isabella: "Un uomo alto. Immobile. Mi guardava." Hunter: "A tall man? Watching you?" Isabella: "Sì. Poi un grido. Terribile. E silenzio." Hunter: "A scream, then silence. Did you see where he went?" Isabella: "No. Ho corso. Non ho guardato indietro." Hunter: "You ran. Didn't look back. Okay. I'm going to need this camera." Isabella: "Va bene. Ma ho paura. Questa città... non è sicura." Hunter: "I don't understand. But I'll find someone who speaks Italian." Isabella: "Non capisco." Hunter: "Yeah, I know. Stay here, okay? Stay." (phone rings) "Hold on." (answers) "Hunter. ... Another one? Where? ... I'm on my way." (hangs up) "I have to go. Do not leave this café. I'll send someone." Isabella: "Va tutto bene?" Hunter: "I don't know what you said. Just stay put." Isabella: "Stia attento." Hunter: "I'll be back."
created_at"2026-09-03T10:06:28.225Z" 9/3/2026, 10:06:28 AM
model"deepseek/deepseek-v4-pro-20260813"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency1047
moderation_latency(null)
generation_time120900
tokens_prompt308
tokens_completion6996
native_tokens_prompt346
native_tokens_completion6805
native_tokens_completion_images(null)
native_tokens_reasoning6347
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)
usage0.023293842
router(null)
user_agent"langchainjs-openai/1.0.0 ((node/v24.19.0; linux; x64))"
http_referer(null)
request_id"req-1788429988-mm0fB468Rdb4oRcLbeX2"
session_id(null)
preset_id(null)
api_type"completions"
id"gen-1788429988-W0TWJTaAVB9nLQDbkbqg"
upstream_id"chatcmpl-7c2ade5e-f386-9d39-a875-81217611e887"
provider_responses
0
endpoint_id"e719d276-b080-47ee-ae4f-63ed656a0b7a"
id"chatcmpl-7c2ade5e-f386-9d39-a875-81217611e887"
is_byokfalse
latency1047
model_permaslug"deepseek/deepseek-v4-pro-20260813"
provider_name"Alibaba"
status200
total_cost0.023293842
cache_discount(null)
upstream_inference_cost0
provider_name"Alibaba"
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"Non è possibile... non di nuovo..."
detectedLang"it"
heavyLang"it"
scores
it0.8493975903614458
fr0.6447602131438721
en0.6370235934664247
yo0.574468085106383
ca0.5670995670995671
pt0.49748743718592964
tl0.47506561679790027
ms0.45054945054945056
vi0.3265993265993266
ro0.3197278911564626
eu0.30313588850174217
de0.27007299270072993
hr0.27007299270072993
sl0.27007299270072993
reliabletrue
passestrue
1
name"Hunter"
dialogue"Miss. Detective Hunter, Alborn police. I need to ask you about last night."
detectedLang"en"
heavyLang"en"
scores
en0.8041519780650216
tl0.6855345911949685
ro0.5357474466109564
no0.5348837209302325
da0.5340167753960857
cs0.5318352059925093
it0.5083579154375615
fr0.5004995004995005
hr0.494949494949495
ca0.4731296101159114
sl0.4499449944994499
et0.423963133640553
sq0.423963133640553
sv0.4212962962962963
sk0.4192799070847852
pl0.4110718492343934
de0.3946731234866829
nl0.3811881188118812
pt0.37733499377334995
yo0.3734335839598998
lv0.3540051679586563
lt0.3368700265251989
es0.3359893758300133
tr0.2867332382310985
hu0.22118380062305293
ms0.21996879875195008
az0.2163009404388715
eu0.15824915824915825
fi0.14383561643835618
be0.12280701754385964
is0.11190053285968028
uk0.11190053285968028
vi0.11190053285968028
reliabletrue
passestrue
2
name"Isabella"
dialogue"Mi scusi? Non parlo inglese."
detectedLang"it"
heavyLang"it"
scores
it0.7851772287862513
es0.6323529411764706
fr0.550561797752809
yo0.5098039215686274
en0.43820224719101125
ro0.43661971830985913
sl0.43661971830985913
hu0.4318181818181818
sk0.4318181818181818
ca0.42028985507246375
cs0.42028985507246375
pl0.42028985507246375
hr0.41348973607038125
et0.4117647058823529
pt0.4117647058823529
tr0.3957703927492447
eu0.30313588850174217
az0.25925925925925924
de0.23954372623574144
lt0.23954372623574144
ms0.23954372623574144
nl0.23954372623574144
da0.2277992277992278
lv0.2277992277992278
no0.2277992277992278
sq0.2277992277992278
sv0.2277992277992278
reliabletrue
passestrue
3
name"Hunter"
dialogue"English? You don't speak any English?"
detectedLang"en"
heavyLang"en"
scores
en0.8244073748902546
tl0.4708994708994709
ca0.3993993993993994
no0.2907801418439716
cs0.2805755395683453
da0.2647058823529412
de0.2647058823529412
hr0.2647058823529412
ms0.2647058823529412
ro0.2647058823529412
sv0.2647058823529412
reliabletrue
passestrue
4
name"Isabella"
dialogue"No. Solo italiano."
detectedLang"it"
heavyLang"es"
scores
it0.8139880952380952
es0.7993579454253611
pt0.7448979591836735
ca0.6268656716417911
en0.571917808219178
hr0.5614035087719298
no0.5614035087719298
sq0.5598591549295775
tl0.5535714285714286
pl0.5454545454545454
tr0.5404411764705882
lv0.51171875
sk0.4212962962962963
sl0.358974358974359
yo0.358974358974359
ro0.34895833333333337
de0.33510638297872336
fr0.33510638297872336
lt0.33510638297872336
nl0.33510638297872336
az0.3206521739130435
cs0.3206521739130435
da0.3206521739130435
fi0.3206521739130435
ms0.3206521739130435
sv0.3206521739130435
reliabletrue
passestrue
5
name"Hunter"
dialogue"—the apple festival. Were you there?"
detectedLang"en"
heavyLang"en"
scores
en0.8100303951367781
fr0.629080118694362
de0.6153846153846154
tl0.5908346972176759
nl0.5784148397976391
es0.5726495726495726
sq0.5335820895522388
no0.5300751879699248
it0.5291902071563088
sv0.5192307692307693
cs0.5145631067961165
da0.5145631067961165
ms0.5069033530571991
ca0.4517543859649123
hr0.44567627494456763
pt0.44567627494456763
sl0.4279176201372997
lt0.33510638297872336
et0.32795698924731176
az0.3206521739130435
ro0.3206521739130435
sk0.3206521739130435
yo0.299719887955182
hu0.21135646687697163
fi0.20127795527156547
lv0.20127795527156547
pl0.20127795527156547
reliabletrue
passestrue
6
name"Isabella"
dialogue"Sì. La festa delle mele. Ero lì per fotografare."
detectedLang"it"
heavyLang"it"
scores
it0.7956800934033859
ca0.6413934426229507
no0.5958429561200923
es0.5547073791348601
ro0.5466321243523317
fr0.5418848167539267
de0.5231607629427792
sq0.5165745856353591
yo0.515235457063712
sv0.49201741654571846
lt0.4672754946727549
et0.4631901840490798
tl0.45482866043613707
da0.45054945054945056
hr0.44881889763779526
pt0.445324881141046
sl0.44
nl0.4372990353697749
sk0.4299674267100977
lv0.42244224422442245
fi0.38811188811188807
en0.36823104693140796
cs0.360146252285192
pl0.34579439252336447
ms0.3383742911153119
tr0.2693110647181628
az0.25213675213675213
vi0.1935483870967742
is0.1764705882352941
reliabletrue
passestrue
7
name"Hunter"
dialogue"Photos. Right. Can I see the camera?"
detectedLang"en"
heavyLang"en"
scores
en0.806949806949807
tl0.6790757381258022
fr0.6212121212121212
ca0.6081504702194357
no0.5567375886524822
sv0.5437956204379563
da0.5378927911275416
it0.5219885277246654
yo0.5173745173745175
ro0.497991967871486
et0.48240165631469983
nl0.4802494802494803
de0.4646680942184154
sq0.4588744588744588
es0.4172494172494172
ms0.375
tr0.37027707808564225
lt0.36386768447837153
az0.358974358974359
hr0.3573264781491003
lv0.34895833333333337
pl0.33510638297872336
cs0.29577464788732394
pt0.24242424242424243
hi0.23547400611620795
sk0.22360248447204967
be0.21875
hu0.21135646687697163
is0.20127795527156547
uk0.20127795527156547
vi0.20127795527156547
reliabletrue
passestrue
8
name"Isabella"
dialogue"Guardi. Questa è l'ultima foto. C'è qualcosa nell'ombra."
detectedLang"it"
heavyLang"it"
scores
it0.81015662078785
pt0.6070726915520629
ca0.5939086294416244
es0.49174078780177893
hr0.44598337950138506
fr0.42028985507246375
en0.40564635958395245
sk0.38556067588325654
tl0.38176197836166925
sl0.37597503900156004
ro0.37205651491365777
lv0.35170178282009723
et0.34210526315789475
de0.2687385740402194
no0.26335174953959484
yo0.25650557620817843
fi0.2047713717693837
lt0.2
is0.15789473684210525
sv0.15074309978768577
da0.14893617021276595
nl0.13606911447084233
pl0.13606911447084233
ms0.13232104121475055
cs0.12854030501089325
reliabletrue
passestrue
9
name"Hunter"
dialogue"What is that? By the trees?"
detectedLang"en"
heavyLang"en"
scores
en0.8539232053422371
nl0.5813397129186603
yo0.5646766169154229
tl0.5382585751978892
da0.48377581120943947
hu0.46808510638297873
sk0.4372990353697749
cs0.4281045751633987
pl0.40273037542662116
ca0.36363636363636365
et0.36363636363636365
no0.35185185185185186
is0.3445692883895131
fr0.308300395256917
ms0.308300395256917
sq0.308300395256917
sv0.308300395256917
reliabletrue
passestrue
10
name"Isabella"
dialogue"Un uomo alto. Immobile. Mi guardava."
detectedLang"it"
heavyLang"it"
scores
it0.7630331753554502
ca0.6527777777777778
es0.6229260935143288
fr0.5948136142625607
ro0.5652173913043478
de0.4780793319415449
yo0.4369369369369369
lv0.4004796163069544
sl0.39903846153846156
pt0.39320388349514557
sk0.3902439024390244
en0.3872549019607844
hr0.37810945273631835
et0.2857142857142857
hu0.2537313432835821
cs0.24698795180722888
pl0.2378048780487805
tl0.23076923076923078
tr0.22360248447204967
reliabletrue
passestrue
11
name"Hunter"
dialogue"A tall man? Watching you?"
detectedLang"en"
heavyLang"en"
scores
en0.7976878612716763
tl0.6608527131782945
de0.5986238532110092
it0.5489690721649484
cs0.5454545454545454
da0.5345744680851064
sv0.5205479452054795
lv0.5042492917847025
lt0.5014245014245015
nl0.49275362318840576
no0.48377581120943947
hu0.4712990936555891
ms0.44620253164556967
pt0.4444444444444444
ro0.44267515923566875
ca0.4372990353697749
es0.4299674267100977
sk0.42622950819672134
yo0.40476190476190477
fr0.4006849315068493
hr0.3902439024390244
pl0.375
sl0.33962264150943394
tr0.3055555555555556
is0.3
sq0.29149797570850206
az0.2857142857142857
eu0.2857142857142857
vi0.2857142857142857
et0.2647058823529412
fi0.2647058823529412
reliabletrue
passestrue
12
name"Isabella"
dialogue"Sì. Poi un grido. Terribile. E silenzio."
detectedLang"it"
heavyLang"it"
scores
it0.7744360902255639
es0.6670366259711431
yo0.563953488372093
fr0.5568685376661743
ro0.5245641838351823
pt0.5222929936305732
ca0.5073891625615764
de0.4863013698630137
lv0.43396226415094336
sq0.4230769230769231
sl0.42084942084942084
hr0.4163424124513619
en0.4129158512720157
pl0.3197278911564626
hu0.3181818181818182
nl0.3023255813953488
az0.29577464788732394
da0.29577464788732394
et0.29577464788732394
no0.29577464788732394
sv0.29577464788732394
fi0.2890995260663507
tr0.1891891891891892
is0.18256130790190736
lt0.18256130790190736
tl0.17355371900826447
reliabletrue
passestrue
13
name"Hunter"
dialogue"A scream, then silence. Did you see where he went?"
detectedLang"en"
heavyLang"en"
scores
en0.8244192328471097
tl0.5572207084468664
ca0.48412698412698413
cs0.4749596122778676
es0.4749596122778676
yo0.4698205546492659
et0.417562724014337
fr0.4122965641952984
sq0.4003690036900369
pt0.3890977443609023
it0.38446969696969696
sl0.336734693877551
hu0.32432432432432434
fi0.32150313152400833
de0.30851063829787234
tr0.30703624733475476
ro0.2995689655172413
lv0.29653679653679654
nl0.29653679653679654
no0.29653679653679654
sk0.2857142857142857
hr0.2562929061784897
pl0.24418604651162787
lt0.20147420147420148
is0.1875
da0.181360201511335
az0.17721518987341772
eu0.17721518987341772
vi0.17721518987341772
ms0.16237113402061853
sv0.16237113402061853
reliabletrue
passestrue
14
name"Isabella"
dialogue"No. Ho corso. Non ho guardato indietro."
detectedLang"it"
heavyLang"it"
scores
it0.7977941176470589
pt0.626358695652174
es0.625340599455041
ca0.5925925925925926
tl0.582701062215478
en0.5662460567823343
no0.5
sk0.4869402985074627
cs0.47817836812144215
lv0.40860215053763443
fr0.3982494529540482
ro0.39159292035398224
hr0.367816091954023
tr0.3544600938967136
da0.3325242718446602
lt0.32598039215686275
eu0.2403314917127072
pl0.21428571428571427
ms0.207492795389049
az0.20289855072463767
yo0.20289855072463767
nl0.19590643274853803
sq0.19590643274853803
de0.1863905325443787
sv0.1863905325443787
et0.17664670658682635
sl0.17664670658682635
reliabletrue
passestrue
15
name"Hunter"
dialogue"You ran. Didn't look back. Okay. I'm going to need this camera."
detectedLang"en"
heavyLang"en"
scores
en0.8133399701343952
tl0.5915032679738562
yo0.39903846153846156
cs0.3578767123287671
it0.2964352720450282
ro0.2964352720450282
et0.2704280155642024
pl0.2647058823529412
sk0.26035502958579887
lv0.2454728370221328
sl0.24395161290322584
hr0.23625254582484725
no0.22520661157024793
da0.21711899791231734
lt0.21711899791231734
ca0.21383647798742136
es0.20886075949367086
sv0.17943107221006563
fr0.16851441241685144
nl0.16851441241685144
de0.1610738255033557
ms0.1610738255033557
reliabletrue
passestrue
16
name"Isabella"
dialogue"Va bene. Ma ho paura. Questa città... non è sicura."
detectedLang"it"
heavyLang"it"
scores
it0.8315688161693936
ca0.5662949194547707
fr0.5263870094722598
ro0.4590417310664606
pt0.45054945054945056
sk0.4336569579288026
yo0.38162544169611307
en0.35304990757855825
es0.34210526315789475
no0.32950191570881227
tl0.2985971943887776
ms0.2647058823529412
pl0.23413566739606126
cs0.2324561403508772
fi0.2273730684326711
et0.2222222222222222
eu0.19908466819221968
hu0.1898148148148148
hr0.1822429906542056
vi0.1822429906542056
is0.1764705882352941
sl0.1764705882352941
lv0.16864608076009502
sv0.16864608076009502
lt0.1566265060240964
sq0.1566265060240964
reliabletrue
passestrue
17
name"Hunter"
dialogue"I don't understand. But I'll find someone who speaks Italian."
detectedLang"en"
heavyLang"en"
scores
en0.7997997997997998
da0.5995995995995996
no0.5580110497237569
sv0.504950495049505
tl0.5043370508054523
ro0.4405594405594406
sq0.41262848751835535
de0.3902439024390244
cs0.38271604938271603
nl0.37597503900156004
pl0.33774834437086093
et0.33554817275747506
it0.33444259567387685
hr0.3311036789297659
sk0.28698752228163993
yo0.28186714542190305
fr0.27404718693284935
ms0.2727272727272727
es0.26062846580406657
ca0.25650557620817843
is0.25512104283054005
pt0.25512104283054005
fi0.250936329588015
tr0.2438563327032136
lt0.23954372623574144
az0.23371647509578544
be0.14893617021276595
sl0.14893617021276595
hu0.14346895074946467
lv0.13606911447084233
uk0.13606911447084233
vi0.13606911447084233
reliabletrue
passestrue
18
name"Isabella"
dialogue"Non capisco."
detectedLang"it"
heavyLang"it"
scores
it0.8134328358208955
fr0.7201492537313433
pt0.7058823529411765
es0.7035573122529644
en0.7
tl0.663677130044843
ro0.5508982035928144
eu0.5370370370370371
ca0.5222929936305732
yo0.5033112582781457
reliabletrue
passestrue
19
name"Hunter"
dialogue"I have to go. Do not leave this café. I'll send someone."
detectedLang"en"
heavyLang"en"
scores
en0.7983870967741935
pl0.5772266065388951
pt0.5364647713226205
tl0.5271122320302648
da0.5098039215686274
yo0.5026525198938991
hr0.5
cs0.4959677419354839
sk0.47257383966244726
no0.4038155802861685
sq0.4009584664536741
sl0.39123376623376627
nl0.34782608695652173
lv0.33035714285714285
vi0.3169398907103825
lt0.3081180811808118
tr0.2829827915869981
ca0.2690058479532163
sv0.2690058479532163
it0.23469387755102045
ro0.1935483870967742
es0.17218543046357618
be0.15730337078651685
hu0.1515837104072398
az0.14383561643835618
et0.14383561643835618
is0.14383561643835618
uk0.14383561643835618
reliabletrue
passestrue
20
name"Isabella"
dialogue"Va tutto bene?"
detectedLang"it"
heavyLang"it"
scores
it0.8384491114701131
ca0.6078431372549019
ro0.5780590717299579
fr0.5098039215686274
es0.5
et0.43820224719101125
fi0.43820224719101125
reliabletrue
passestrue
21
name"Hunter"
dialogue"I don't know what you said. Just stay put."
detectedLang"en"
heavyLang"en"
scores
en0.8333333333333334
et0.52561669829222
hr0.5136186770428015
sv0.4897959183673469
ca0.46236559139784944
cs0.42263279445727486
tl0.3796526054590571
no0.3670886075949367
da0.3573264781491003
sq0.34895833333333337
pl0.33510638297872336
it0.3150684931506849
ro0.2647058823529412
yo0.258160237388724
sk0.22360248447204967
be0.21875
tr0.21875
hu0.21135646687697163
az0.20127795527156547
is0.20127795527156547
lt0.20127795527156547
lv0.20127795527156547
uk0.20127795527156547
vi0.20127795527156547
reliabletrue
passestrue
22
name"Isabella"
dialogue"Stia attento."
detectedLang"it"
heavyLang"it"
scores
it0.7634069400630915
pt0.6559633027522936
es0.6411483253588517
fr0.5856353591160222
tl0.5856353591160222
sk0.5786516853932584
en0.5714285714285714
lt0.5664739884393063
cs0.5562130177514794
lv0.5033112582781457
no0.5033112582781457
reliabletrue
passestrue
23
name"Hunter"
dialogue"I'll be back."
detectedLang"en"
heavyLang"en"
scores
en0.7857142857142857
hu0.609375
lt0.5989304812834225
yo0.5945945945945946
tl0.5714285714285714
reliabletrue
passestrue