Run: 2026-09-03-01M1KCHJSHSM3JR87FVWDQ9D1N

Run Details

Model:
DeepSeek V4 Flash 0731 (Reasoning, High)
Test:
Language Writing
Scenario:
Character dialogue (Italian) in a story
Duration:
26.6s
Cost:
$0.000153
Provider:
DeepInfra

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: (staring at her camera, turning it over in her hands) "…Era lì. L’ho vista con i miei occhi. Non riesco a toglierla dalla testa." Hunter: "Ma'am? Sorry—I don't speak Italian. I'm Detective Hunter. I was wondering if you saw anything unusual near the orchard last night. A woman went missing." Isabella: (looks up, eyes wide, voice trembling) "Sì… sì, una donna. Era dietro gli alberi. Non camminava… non sembrava sé stessa. E poi… è sparita. Nel nulla." Hunter: (frowns, holds up his notebook, points to it) "I'm not following. Do you speak any English? Anything at all? Maybe you can point or write something down?" Isabella: (shakes her head, then taps her camera desperately) "La foto! Ho la foto. Ma quando ho guardato dopo… non c'era più. Solo nebbia. Come può sparire così?" Hunter: (sighs, rubs his forehead) "Okay, okay. You're upset, I get that. But I need something I can use. A name? A place? Did you see a car? Anything?" Isabella: (clutches the camera to her chest, voice breaking) "Lei mi guardava. Come se mi conoscesse. Ma io non l’ho mai vista. E poi… ha sussurrato il mio nome. Come faceva a sapere il mio nome?" Hunter: (pauses, notices her distress, speaks more gently) "Hey. Take a breath. You're safe now. I'm gonna figure this out. But I need you to stay here in town, okay? Don't go wandering off alone." Isabella: (wipes her eyes, nods weakly) "Non posso andarmene. Devo capire. Devo sapere chi era." Hunter: (phone buzzes, he glances at it, face tightens) "I have to take this. Stay put. I'll find someone who can translate and come back to you." Isabella: (looking down at her camera, whispering) "Andrà tutto bene… deve andare tutto bene." Hunter: (already turning away, speaking into phone) "Yeah, what do you got? … She's gone too? When? … No, I'm on my way."
created_at"2026-09-03T10:20:30.399Z" 9/3/2026, 10:20:30 AM
model"deepseek/deepseek-v4-flash-20260731"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency1008
moderation_latency(null)
generation_time26598
tokens_prompt308
tokens_completion685
native_tokens_prompt346
native_tokens_completion696
native_tokens_completion_images(null)
native_tokens_reasoning176
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)
usage0.00015296
router(null)
user_agent"langchainjs-openai/1.0.0 ((node/v24.19.0; linux; x64))"
http_referer(null)
request_id"req-1788430830-wlcyM5SCYJoyJVhs4rKH"
session_id(null)
preset_id(null)
api_type"completions"
id"gen-1788430830-xChHRX1vddTUqriro3yb"
upstream_id"chatcmpl-RPPlcv1WX0OREMKw1HJ4VxcD"
provider_responses
0
endpoint_id"c1980fff-0a72-4bce-8d62-a7d3fc582200"
id"chatcmpl-RPPlcv1WX0OREMKw1HJ4VxcD"
is_byokfalse
latency137
model_permaslug"deepseek/deepseek-v4-flash-20260731"
provider_name"DeepInfra"
status200
total_cost0.00015296
cache_discount(null)
upstream_inference_cost0
provider_name"DeepInfra"
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"…Era lì. L’ho vista con i miei occhi. Non riesco a toglierla dalla testa."
detectedLang"it"
heavyLang"it"
scores
it0.8124147339699864
es0.6391076115485563
ca0.6374423203691496
pt0.5080500894454383
ro0.4986326344576117
sq0.4864612511671335
fr0.4811320754716981
sv0.46236559139784944
fi0.4607843137254902
en0.4570582428430405
hr0.4554455445544555
is0.4444444444444444
no0.43123061013443637
sk0.4204425711275026
eu0.4148936170212766
hu0.39560439560439564
cs0.3949394939493949
tl0.38547486033519557
da0.3834080717488789
lv0.3813273340832396
de0.34988179669030733
pl0.3483412322274882
sl0.3460166468489893
et0.33008526187576126
vi0.32432432432432434
tr0.2724867724867725
yo0.2724867724867725
lt0.27055702917771884
ms0.26273458445040215
az0.19472913616398244
nl0.18998527245949925
be0.11290322580645161
uk0.10277324632952692
reliabletrue
passestrue
1
name"Hunter"
dialogue"Ma'am? Sorry—I don't speak Italian. I'm Detective Hunter. I was wondering if you saw anything unusual near the orchard last night. A woman went missing."
detectedLang"en"
heavyLang"en"
scores
en0.7917493058310194
tl0.6129745669001105
nl0.5333333333333334
no0.4954348870735223
da0.4739478957915832
ms0.4345718901453958
sv0.42779291553133514
ro0.4233937397034596
sq0.4179600886917961
fr0.41471571906354515
it0.40911648846370285
de0.4081172491544532
pt0.39095127610208813
ca0.35779816513761464
yo0.34127979924717694
cs0.32992980216975115
es0.3
hr0.29906542056074764
et0.26212227687983136
fi0.2526690391459075
is0.2164179104477612
sl0.21407185628742514
tr0.20152091254752852
az0.19663351185921957
pl0.18032786885245902
hu0.17517674783974863
lt0.16534181240063595
sk0.16134185303514376
lv0.11242603550295857
vi0.11242603550295857
be0.0625
eu0.0625
uk0.05660377358490566
reliabletrue
passestrue
2
name"Isabella"
dialogue"Sì… sì, una donna. Era dietro gli alberi. Non camminava… non sembrava sé stessa. E poi… è sparita. Nel nulla."
detectedLang"it"
heavyLang"it"
scores
it0.8043052837573386
ca0.5644057249533292
es0.49748743718592964
pt0.49640287769784175
ms0.43548387096774194
ro0.4257588187038556
yo0.4195688225538972
et0.4067796610169492
fr0.3907745865970409
en0.38917975567190227
fi0.37777777777777777
is0.3482309124767225
sv0.34210526315789475
sq0.3371212121212121
da0.3320610687022901
tl0.30417495029821073
sl0.29789368104312935
cs0.2964824120603015
de0.2907801418439716
lt0.2813141683778234
no0.2813141683778234
hr0.24487594390507011
az0.21962095875139354
nl0.21875
eu0.2
hu0.19075144508670522
sk0.18128654970760233
pl0.1784037558685446
tr0.15560916767189384
lv0.08256880733944955
reliabletrue
passestrue
3
name"Hunter"
dialogue"I'm not following. Do you speak any English? Anything at all? Maybe you can point or write something down?"
detectedLang"en"
heavyLang"en"
scores
en0.822739934160547
tl0.6009122006841505
da0.36363636363636365
fr0.33586337760910817
no0.31237721021611
sq0.29221435793731043
pl0.25133689839572193
pt0.2505353319057816
it0.24078091106290672
sk0.23413566739606126
cs0.23161361141602635
ca0.23076923076923078
hr0.21524663677130043
sl0.21524663677130043
et0.20454545454545453
ro0.18604651162790697
tr0.18128654970760233
ms0.1764705882352941
de0.17061611374407584
sv0.17061611374407584
vi0.13686806411837238
es0.10025706940874037
nl0.10025706940874037
yo0.10025706940874037
az0.0990990990990991
lt0.09326424870466321
reliabletrue
passestrue
4
name"Isabella"
dialogue"La foto! Ho la foto. Ma quando ho guardato dopo… non c'era più. Solo nebbia. Come può sparire così?"
detectedLang"it"
heavyLang"it"
scores
it0.8190116462071138
es0.5385232744783306
ro0.49472759226713536
fr0.4791666666666667
ca0.4734432234432235
pt0.4631185807656396
en0.4346116027531956
tl0.4226907630522089
no0.3817204301075269
sk0.3179122182680902
vi0.31220095693779903
cs0.29012345679012347
pl0.22818791946308725
yo0.22818791946308725
et0.21662125340599456
da0.20470262793914246
sq0.1991643454038997
lt0.19014084507042253
de0.18785310734463279
eu0.1314199395770393
hu0.1248097412480974
is0.11944869831546708
sv0.11944869831546708
sl0.11809815950920245
ms0.10156250000000001
lv0.0987460815047022
nl0.0987460815047022
hr0.09305993690851734
reliabletrue
passestrue
5
name"Hunter"
dialogue"Okay, okay. You're upset, I get that. But I need something I can use. A name? A place? Did you see a car? Anything?"
detectedLang"en"
heavyLang"en"
scores
en0.8107780805328489
tl0.544460641399417
fr0.4569939183318853
cs0.423963133640553
et0.410377358490566
ca0.40191387559808617
ro0.3743743743743744
pl0.33011789924973206
sq0.32867883995703545
da0.3154435925520263
pt0.3146929824561403
es0.3086283185840708
sv0.30167597765363136
hr0.2865296803652968
it0.2774566473988439
is0.27578215527230593
tr0.2638398115429918
hu0.26297169811320753
no0.25595238095238093
az0.251497005988024
yo0.24789410348977134
sk0.24425634824667475
fi0.21185372005044137
nl0.19146183699870634
de0.1883116883116883
lt0.1883116883116883
ms0.18407310704960833
lv0.17546174142480211
vi0.17546174142480211
sl0.12587412587412586
be0.10071942446043164
eu0.10071942446043164
uk0.09156976744186046
reliabletrue
passestrue
6
name"Isabella"
dialogue"Lei mi guardava. Come se mi conoscesse. Ma io non l’ho mai vista. E poi… ha sussurrato il mio nome. Come faceva a sapere il mio nome?"
detectedLang"it"
heavyLang"it"
scores
it0.8006975585450922
ro0.5987963891675026
ca0.5963673057517659
pt0.5798319327731093
es0.5780590717299579
fr0.5737879595098562
hu0.45017182130584193
no0.4494150034411562
yo0.4261119081779053
en0.41348973607038125
da0.40828402366863903
tl0.39439818319454956
hr0.3925588458618071
sl0.38791124713083397
pl0.38366718027734975
et0.38319198149575945
cs0.3710691823899371
sv0.3710691823899371
sq0.3640699523052464
sk0.3442622950819672
fi0.33388842631140714
de0.3174061433447099
lt0.30374238468233244
tr0.2747053490480508
is0.25719591457753016
lv0.250936329588015
nl0.24741298212605833
az0.2366412213740458
vi0.2300288739172281
eu0.22705314009661837
ms0.1927346115035318
reliabletrue
passestrue
7
name"Hunter"
dialogue"Hey. Take a breath. You're safe now. I'm gonna figure this out. But I need you to stay here in town, okay? Don't go wandering off alone."
detectedLang"en"
heavyLang"en"
scores
en0.8030166591625394
tl0.5905474964904072
it0.4212962962962963
pl0.42052980132450335
da0.40798376184032475
no0.40273037542662116
nl0.37766714082503555
ro0.3718592964824121
yo0.3673174258857556
de0.34701492537313433
cs0.3376230128690386
sl0.3361153262518968
fr0.3289877300613497
sv0.3253662297609869
et0.3055555555555556
sq0.3044515103338633
hr0.29549114331723025
ca0.28629690048939643
sk0.2762613730355666
lv0.22566371681415928
lt0.22153024911032027
ms0.2081447963800905
hu0.20309653916211293
az0.19871794871794873
pt0.19280442804428044
es0.18680297397769516
fi0.16904083570750236
tr0.14383561643835618
is0.1362290227048371
vi0.13194444444444445
be0.07407407407407407
eu0.07407407407407407
uk0.06716417910447761
reliabletrue
passestrue
8
name"Isabella"
dialogue"Non posso andarmene. Devo capire. Devo sapere chi era."
detectedLang"it"
heavyLang"it"
scores
it0.7799593771157752
pt0.6144721233689205
en0.5790155440414508
ca0.5276162790697675
eu0.48494453248811414
fr0.4741100323624596
ro0.45561139028475717
es0.4519392917369309
vi0.2903930131004367
et0.23708920187793428
no0.214975845410628
yo0.21307506053268765
da0.18546365914786966
hr0.18546365914786966
lv0.18546365914786966
nl0.18546365914786966
sk0.18546365914786966
ms0.181360201511335
tl0.181360201511335
reliabletrue
passestrue
9
name"Hunter"
dialogue"I have to take this. Stay put. I'll find someone who can translate and come back to you."
detectedLang"en"
heavyLang"en"
scores
en0.8267498267498267
tl0.6056782334384858
da0.5251661918328585
hr0.5088408644400786
it0.453551912568306
no0.43946188340807174
cs0.427262313860252
pl0.3983152827918171
yo0.3924665856622114
ca0.3670886075949367
sk0.34810951760104303
sl0.3403693931398417
ro0.3394980184940555
lv0.33510638297872336
lt0.31880108991825606
tr0.29577464788732394
sq0.2917847025495751
az0.284692417739628
sv0.2826398852223816
pt0.2401215805471125
es0.2366412213740458
vi0.23195084485407066
et0.19614147909967844
fr0.13793103448275862
be0.12280701754385964
de0.11816578483245149
eu0.11816578483245149
hu0.11816578483245149
is0.11190053285968028
nl0.11190053285968028
uk0.11190053285968028
ms0.10554561717352416
reliabletrue
passestrue
10
name"Isabella"
dialogue"Andrà tutto bene… deve andare tutto bene."
detectedLang"it"
heavyLang"it"
scores
it0.8201438848920863
pt0.5833333333333334
ca0.5698924731182796
sv0.5024875621890548
no0.46949602122015915
ro0.4269340974212034
et0.42028985507246375
es0.40476190476190477
da0.30313588850174217
fi0.2805755395683453
tr0.2753623188405797
pl0.250936329588015
de0.23954372623574144
hu0.23954372623574144
lt0.23954372623574144
lv0.23954372623574144
sk0.23954372623574144
cs0.2277992277992278
en0.2277992277992278
fr0.2277992277992278
hr0.2277992277992278
is0.2277992277992278
ja0.2277992277992278
nl0.2277992277992278
sl0.2277992277992278
sq0.2277992277992278
tl0.2277992277992278
yo0.2277992277992278
reliabletrue
passestrue
11
name"Hunter"
dialogue"Yeah, what do you got? … She's gone too? When? … No, I'm on my way."
detectedLang"en"
heavyLang"en"
scores
en0.8002131060202451
pl0.5123537061118335
sk0.5059288537549407
cs0.497991967871486
tl0.4588744588744588
hr0.4517543859649123
pt0.43946188340807174
ca0.3842364532019704
et0.29111531190926276
yo0.28977272727272724
fi0.2857142857142857
es0.267578125
lv0.258893280632411
sl0.24242424242424243
sq0.2378048780487805
vi0.22839506172839508
fr0.22520661157024793
no0.20550847457627117
tr0.19006479481641467
hi0.1830065359477124
it0.1758241758241758
reliabletrue
passestrue