Run: 2026-09-10-01M25DQB6NJ9W4G0WFRNV8NWAF

Run Details

Model:
DeepSeek V4.1 Flash (Reasoning, High)
Test:
Language Writing
Scenario:
Character dialogue (Italian) in a story
Duration:
20.7s
Cost:
$0.002473
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="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: (alone at a small café table, frowning at her camera’s screen) "Non è possibile... L’ho visto. Era lì, e poi..." Hunter: (approaching, badge clipped to his belt) "Excuse me. Ma’am? I’m Detective Hunter. I’m asking folks about what happened after the apple festival. Did you see anything?" Isabella: (looking up, startled, clutching the camera) "Mi scusi? Non capisco. Non parlo inglese." Hunter: "Right. Okay. No English. Uh... did you see? The missing man? Orchard?" Isabella: (shaking her head, then speaking quickly and anxiously) "No, no, ascolti. Qualcosa è successo. Ho le foto. Guardi qui. Quest’uomo è sparito davanti ai miei occhi. C’era una luce, un rumore... e poi il vuoto." Hunter: (squinting, confused) "I’m sorry. I don’t... I don’t know what you’re saying. Is this about the disappearances? Are you in trouble?" Isabella: (pointing at the camera screen, voice breaking) "Qui. Vede? È lui. È l’ultima foto prima che scomparisse. Deve credermi." Hunter: "Photos? You have photos? Okay. Show me. I can’t understand you, but I can look." Isabella: (turning the camera toward him) "Ecco. Ma non è solo una foto. L’ho sentito. Mi ha chiamato. E ora ho paura." Hunter: (studying the image, jaw tight) "That’s... that’s the orchard. And that’s a man. Is this the missing person? Ma’am, I need you to come with me. We need a translator." Isabella: (pulling back, frightened) "Traduttore? No. Non posso. Lui sa che l’ho visto. Se resto qui, mi troverà." Hunter: "I can’t understand you. But you’re scared. Okay. Stay here. I’m going to call someone." Hunter: (his phone rings; he answers) "Hunter. ... What? When? ... Alright. I’m on my way." Hunter: (to Isabella) "I have to go. Stay in town. Don’t leave. I’ll bring someone who speaks Italian." Isabella: (standing, desperate) "Aspetti! Non se ne vada! Le foto! Guardi le foto!" Hunter: (already moving) "I’ll be back. I promise." Isabella: (alone, sinking back into her chair, whispering) "Nessuno mi capisce. E lui è ancora là fuori."
created_at"2026-09-10T10:27:27.58Z" 9/10/2026, 10:27:27 AM
model"deepseek/deepseek-v4.1-flash-20260910"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency563
moderation_latency(null)
generation_time20630
tokens_prompt308
tokens_completion4026
native_tokens_prompt293
native_tokens_completion4079
native_tokens_completion_images(null)
native_tokens_reasoning3475
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)
usage0.002472534
router(null)
user_agent"langchainjs-openai/1.0.0 ((node/v24.20.0; linux; x64))"
http_referer(null)
request_id"req-1789036047-PPjS5SJPS1Dxi7QU8yIx"
session_id(null)
preset_id(null)
api_type"completions"
id"gen-1789036047-Bnel21f4uOXRqS78tk2X"
upstream_id"6a1008f6-7eef-45f2-a216-2d145cea775b"
provider_responses
0
endpoint_id"fd104bc8-535a-4d31-a847-a8e402e86a02"
id"6a1008f6-7eef-45f2-a216-2d145cea775b"
is_byokfalse
latency358
model_permaslug"deepseek/deepseek-v4.1-flash-20260910"
provider_name"DeepSeek"
status200
total_cost0.002472534
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"Isabella"
dialogue"Non è possibile... L’ho visto. Era lì, e poi..."
detectedLang"it"
heavyLang"it"
scores
it0.8207391064533922
pt0.6520342612419701
ca0.6494066882416397
fr0.6412803532008831
en0.6026894865525673
es0.5142002989536621
ro0.468954248366013
yo0.436741767764298
sl0.4133574007220217
tl0.3925233644859813
eu0.35000000000000003
lt0.3229166666666667
fi0.3172268907563025
sq0.3157894736842105
no0.30851063829787234
de0.30703624733475476
is0.2995689655172413
hr0.29653679653679654
da0.2934782608695652
lv0.2934782608695652
pl0.20147420147420148
hu0.19154228855721395
ms0.181360201511335
sk0.181360201511335
tr0.17721518987341772
az0.16237113402061853
et0.16237113402061853
nl0.16237113402061853
sv0.16237113402061853
reliabletrue
passestrue
1
name"Hunter"
dialogue"Excuse me. Ma’am? I’m Detective Hunter. I’m asking folks about what happened after the apple festival. Did you see anything?"
detectedLang"en"
heavyLang"en"
scores
en0.7801660967269175
tl0.5790458372310571
no0.5005549389567148
fr0.4860079954311822
da0.460431654676259
sv0.44064636420136727
sq0.4321766561514196
nl0.42820838627700125
es0.40594059405940597
it0.39879759519038077
pt0.3971868720696584
ms0.34687953555878087
de0.34497816593886466
ca0.33085501858736055
ro0.3227990970654628
sl0.3082244427363567
et0.3006993006993007
cs0.2724333063864187
hr0.22945205479452058
fi0.13294797687861273
lt0.12280701754385964
az0.11591355599214145
sk0.11591355599214145
yo0.10625620655412116
is0.07312049433573636
hu0.06928645294725957
lv0.06542056074766354
pl0.06542056074766354
tr0.06152241918665276
reliabletrue
passestrue
2
name"Isabella"
dialogue"Mi scusi? Non capisco. Non parlo inglese."
detectedLang"it"
heavyLang"it"
scores
it0.7837370242214533
es0.6761658031088082
fr0.5711835334476844
pt0.5614035087719298
yo0.5318352059925093
ro0.4969818913480885
en0.4877049180327869
ca0.47589098532494756
sl0.38271604938271603
hu0.37810945273631835
sk0.37810945273631835
tl0.3718592964824121
cs0.3670886075949367
pl0.3670886075949367
hr0.36061381074168797
et0.358974358974359
tr0.3438320209973753
eu0.258160237388724
az0.21875
de0.20127795527156547
lt0.20127795527156547
ms0.20127795527156547
nl0.20127795527156547
da0.19093851132686085
lv0.19093851132686085
no0.19093851132686085
sq0.19093851132686085
sv0.19093851132686085
reliabletrue
passestrue
3
name"Hunter"
dialogue"Right. Okay. No English. Uh... did you see? The missing man? Orchard?"
detectedLang"en"
heavyLang"en"
scores
en0.791558103178739
tl0.682791435368755
no0.6
da0.5515695067264574
nl0.5209580838323353
de0.5055624227441285
sv0.48253557567917205
fr0.42775393419170243
ms0.3939393939393939
lv0.37402190923317685
et0.3700787401574803
ca0.34102141680395387
pt0.33665008291873966
yo0.31153184165232356
hr0.3019197207678883
is0.2753623188405797
it0.26605504587155965
es0.25512104283054005
lt0.1902834008097166
sk0.18533604887983707
tr0.18032786885245902
cs0.16317991631799164
fi0.16317991631799164
sq0.16317991631799164
pl0.15789473684210525
ro0.15254237288135594
az0.13978494623655913
reliabletrue
passestrue
4
name"Isabella"
dialogue"No, no, ascolti. Qualcosa è successo. Ho le foto. Guardi qui. Quest’uomo è sparito davanti ai miei occhi. C’era una luce, un rumore... e poi il vuoto."
detectedLang"it"
heavyLang"it"
scores
it0.8062015503875969
fr0.5742869306087697
ca0.5702621400945423
pt0.4916115912557194
ro0.4840041279669762
es0.46351931330472107
en0.43851768669286917
tl0.3857493857493857
lv0.3328885923949299
yo0.32432432432432434
sq0.3108201240523777
hr0.3060374739764053
no0.30118798043326345
tr0.2769342010122921
da0.2684711046086321
sk0.25595238095238093
sl0.24698795180722888
cs0.23195084485407066
lt0.23136049192928518
de0.222999222999223
sv0.222999222999223
az0.21935987509758004
is0.19678714859437751
pl0.18032786885245902
fi0.1755976916735367
nl0.17218543046357618
et0.1659716430358632
hu0.14893617021276595
vi0.09584086799276673
ms0.07407407407407407
reliabletrue
passestrue
5
name"Hunter"
dialogue"I’m sorry. I don’t... I don’t know what you’re saying. Is this about the disappearances? Are you in trouble?"
detectedLang"en"
heavyLang"en"
scores
en0.8252590985779705
tl0.61395101171459
fr0.44866920152091255
nl0.4452945677123183
it0.38245315161839866
yo0.35669920141969835
ro0.3438914027149321
sv0.308206106870229
ca0.28500986193293887
pt0.2647058823529412
ms0.257172131147541
no0.24870466321243526
hu0.23361522198731502
da0.23036093418259024
sq0.22625400213447172
pl0.22459893048128343
cs0.20154185022026433
tr0.18994413407821228
is0.17613636363636365
sl0.1751990898748578
az0.16857798165137614
de0.16857798165137614
hr0.16087962962962962
lv0.15893271461716937
es0.10933660933660934
sk0.0903387703889586
be0.0880503144654088
et0.0799492385786802
lt0.0799492385786802
uk0.0799492385786802
vi0.0799492385786802
reliabletrue
passestrue
6
name"Isabella"
dialogue"Qui. Vede? È lui. È l’ultima foto prima che scomparisse. Deve credermi."
detectedLang"it"
heavyLang"it"
scores
it0.7949050086355786
ro0.5833333333333334
ca0.5476190476190477
pt0.5374878286270691
fr0.5167853509664293
hr0.42493946731234866
et0.40624999999999994
es0.33286516853932585
da0.3233618233618234
de0.31259044862518093
sk0.31259044862518093
ms0.30758017492711365
cs0.29629629629629634
no0.27480916030534347
tl0.26356589147286824
sl0.2531446540880503
en0.2448330683624801
nl0.22512234910277326
yo0.22512234910277326
sq0.2238562091503268
fi0.1739130434782609
is0.1739130434782609
lt0.1171003717472119
lv0.1171003717472119
pl0.1171003717472119
tr0.11048689138576778
reliabletrue
passestrue
7
name"Hunter"
dialogue"Photos? You have photos? Okay. Show me. I can’t understand you, but I can look."
detectedLang"en"
heavyLang"en"
scores
en0.8063891577928364
tl0.647887323943662
da0.5947315096251267
no0.5712754555198285
nl0.5061728395061729
fr0.4743758212877792
sv0.465954606141522
ca0.41690962099125367
sq0.41348973607038125
cs0.4002998500749625
de0.39759036144578314
pt0.3798449612403101
pl0.33774834437086093
it0.3277310924369748
es0.3127147766323024
ro0.2907801418439716
sk0.28698752228163993
et0.2831541218637993
tr0.2687385740402194
lt0.26335174953959484
az0.25925925925925924
hr0.25788497217068646
is0.25512104283054005
lv0.250936329588015
sl0.18032786885245902
yo0.17864476386036962
ms0.17355371900826447
hi0.16142557651991615
fi0.15789473684210525
be0.14893617021276595
hu0.14346895074946467
uk0.13606911447084233
vi0.13606911447084233
reliabletrue
passestrue
8
name"Isabella"
dialogue"Ecco. Ma non è solo una foto. L’ho sentito. Mi ha chiamato. E ora ho paura."
detectedLang"it"
heavyLang"it"
scores
it0.8194014447884416
ca0.6239255014326647
es0.5779742765273312
ro0.5779742765273312
fr0.5051837888784166
no0.4648318042813456
yo0.4432661717921527
tl0.42434210526315785
hu0.41077441077441074
pt0.40340909090909094
sk0.39999999999999997
pl0.38596491228070173
et0.37425506555423127
cs0.31994818652849744
sl0.3101182654402102
ms0.3073878627968338
en0.3009320905459388
sq0.2905405405405405
lt0.2857142857142857
tr0.28082191780821925
az0.279835390946502
fi0.2778541953232462
hr0.27586206896551724
sv0.25742574257425743
eu0.2456896551724138
da0.20212765957446807
de0.20212765957446807
lv0.1935483870967742
nl0.1935483870967742
vi0.12935323383084577
is0.11317567567567569
reliabletrue
passestrue
9
name"Hunter"
dialogue"That’s... that’s the orchard. And that’s a man. Is this the missing person? Ma’am, I need you to come with me. We need a translator."
detectedLang"en"
heavyLang"en"
scores
en0.8119290703922621
tl0.6623251326579837
nl0.6280552603613176
no0.5986238532110092
da0.5713410900183711
sq0.54158480681074
it0.5327102803738317
sv0.5298858294157152
yo0.48867786705624544
pl0.48717948717948717
ms0.4700984102952308
de0.46564885496183206
et0.4631901840490798
fr0.4602929838087896
pt0.4496855345911949
cs0.44620253164556967
hr0.44
is0.42434210526315785
ca0.42196531791907516
lv0.4190871369294606
lt0.4077834179357022
ro0.40374787052810895
sk0.3944636678200692
hu0.38596491228070173
sl0.3744414655942806
es0.3630573248407643
az0.3110236220472441
tr0.2835209825997953
vi0.23995656894679696
fi0.23580786026200873
eu0.16367980884109917
be0.09090909090909091
uk0.08256880733944955
reliabletrue
passestrue
10
name"Isabella"
dialogue"Traduttore? No. Non posso. Lui sa che l’ho visto. Se resto qui, mi troverà."
detectedLang"it"
heavyLang"it"
scores
it0.8032904148783977
fr0.6549560853199498
ca0.6465295629820053
pt0.6167247386759582
es0.609375
hr0.5669291338582677
sk0.5378151260504201
ro0.5221546481320591
no0.5098039215686274
tl0.49679780420860015
sl0.489322191272052
en0.4796594134342479
cs0.4353182751540041
sq0.4353182751540041
lv0.4240837696335079
da0.416135881104034
lt0.36046511627906974
sv0.34679334916864607
ms0.28756476683937826
tr0.28478543563068925
pl0.27821522309711283
et0.26861702127659576
yo0.26174496644295303
fi0.25675675675675674
is0.2506811989100818
eu0.2392807745504841
de0.17664670658682635
nl0.17664670658682635
hu0.13385826771653545
az0.09688013136288999
reliabletrue
passestrue
11
name"Hunter"
dialogue"I can’t understand you. But you’re scared. Okay. Stay here. I’m going to call someone."
detectedLang"en"
heavyLang"en"
scores
en0.8175737306172088
tl0.5847750865051903
no0.4787141615986099
da0.4755244755244755
cs0.39879759519038077
sv0.3677555321390938
pl0.3610223642172524
sk0.3281075027995521
hr0.2982456140350877
ro0.28741092636579574
sq0.2805755395683453
yo0.27184466019417475
it0.25280199252801994
de0.24337957124842372
lv0.23566878980891717
nl0.22879177377892032
lt0.21773142112125163
ca0.18699186991869918
is0.18588873812754408
sl0.1678224687933426
fr0.12790697674418602
es0.11504424778761062
pt0.11504424778761062
be0.1044776119402985
tr0.1044776119402985
hu0.10044977511244377
az0.09502262443438914
et0.09502262443438914
uk0.09502262443438914
vi0.09502262443438914
reliabletrue
passestrue
12
name"Hunter"
dialogue"Hunter. ... What? When? ... Alright. I’m on my way."
detectedLang"en"
heavyLang"en"
scores
en0.8161764705882353
tl0.6575342465753424
fr0.4811320754716981
pl0.3902439024390244
de0.3707093821510297
cs0.3692660550458715
sk0.3692660550458715
ca0.3648960739030023
da0.36194895591647336
et0.358974358974359
no0.3559718969555035
fi0.3529411764705882
yo0.3514150943396226
hr0.24242424242424243
hi0.233983286908078
sv0.20289855072463767
it0.1863905325443787
nl0.1863905325443787
pt0.1863905325443787
ms0.17664670658682635
ro0.17664670658682635
sl0.17664670658682635
sq0.17664670658682635
tr0.17664670658682635
reliabletrue
passestrue
13
name"Hunter"
dialogue"I have to go. Stay in town. Don’t leave. I’ll bring someone who speaks Italian."
detectedLang"en"
heavyLang"en"
scores
en0.8230373230373231
tl0.6137640449438203
da0.5393634840871022
sv0.472168905950096
yo0.4549058473736373
pl0.4516450648055832
no0.4427558257345492
hr0.4136460554371002
ro0.41050375133976424
de0.4092373791621912
it0.38752783964365256
sl0.38547486033519557
nl0.3799323562570462
ms0.36562860438292966
cs0.34911242603550297
sq0.3381468110709988
lt0.2948717948717949
es0.28104575163398693
pt0.27726675427069647
az0.2724867724867725
sk0.27055702917771884
et0.26861702127659576
lv0.25170068027210885
ca0.2005813953488372
fi0.19590643274853803
tr0.18998527245949925
be0.11290322580645161
hu0.1085899513776337
fr0.10277324632952692
is0.10277324632952692
uk0.10277324632952692
vi0.10277324632952692
reliabletrue
passestrue
14
name"Isabella"
dialogue"Aspetti! Non se ne vada! Le foto! Guardi le foto!"
detectedLang"it"
heavyLang"it"
scores
it0.7888513513513513
fr0.7261774370208105
ro0.6527777777777778
es0.6493688639551192
sl0.6448863636363635
hr0.6044303797468354
ca0.5987158908507223
pt0.5711835334476844
sq0.5429616087751371
cs0.52561669829222
fi0.52561669829222
en0.497991967871486
yo0.4780793319415449
hu0.4186046511627907
tr0.40617577197149646
lv0.39903846153846156
da0.39320388349514557
no0.3857493857493857
et0.35233160621761656
lt0.30747922437673125
eu0.258160237388724
sv0.25595238095238093
ms0.24242424242424243
is0.23547400611620795
sk0.23076923076923078
tl0.23076923076923078
de0.20127795527156547
nl0.20127795527156547
pl0.20127795527156547
reliabletrue
passestrue
15
name"Hunter"
dialogue"I’ll be back. I promise."
detectedLang"en"
heavyLang"en"
scores
en0.8104008667388949
tl0.658869395711501
cs0.5930232558139535
ro0.5752427184466019
hr0.5591939546599496
ca0.5394736842105263
et0.5295698924731184
yo0.5295698924731184
sq0.5244565217391305
pl0.5192307692307693
hu0.5125348189415042
it0.5098039215686274
lt0.5
no0.453125
da0.44267515923566875
sv0.44089456869009586
pt0.3
sk0.29149797570850206
be0.2857142857142857
es0.2857142857142857
sl0.2857142857142857
tr0.2857142857142857
fr0.2768595041322314
az0.2647058823529412
is0.2647058823529412
lv0.2647058823529412
uk0.2647058823529412
vi0.2647058823529412
de0.25213675213675213
ms0.25213675213675213
nl0.25213675213675213
reliabletrue
passestrue
16
name"Isabella"
dialogue"Nessuno mi capisce. E lui è ancora là fuori."
detectedLang"it"
heavyLang"it"
scores
it0.8227917121046892
fr0.5784695201037613
yo0.5683930942895086
ro0.5492371705963939
pt0.5178041543026707
es0.43965517241379315
ca0.40909090909090906
fi0.3340163934426229
hu0.33264887063655035
pl0.3298969072164949
sl0.3285123966942149
vi0.3257261410788381
en0.3186582809224318
sq0.3157894736842105
tr0.30406852248394006
hr0.30257510729613735
tl0.2934782608695652
cs0.20147420147420148
sk0.20147420147420148
de0.17721518987341772
is0.1709183673469388
lt0.1709183673469388
az0.16237113402061853
da0.16237113402061853
et0.16237113402061853
lv0.16237113402061853
nl0.16237113402061853
no0.16237113402061853
sv0.16237113402061853
reliabletrue
passestrue