Run: 2026-09-03-01M1KAWBRTDTH3KKBBH4Y1KZ0J

Run Details

Model:
DeepSeek V4 Flash 0731 (Reasoning, High)
Test:
Language Writing
Scenario:
Character dialogue (Italian) in a story
Duration:
1m 7s
Cost:
$0.000363
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:** (looking up from her camera, eyes red) *Mi scusi... non parlo inglese.* [I'm sorry... I don't speak English.] **Hunter:** Ma'am, I'm Detective Hunter with Alborn PD. I'm asking everyone who was near the orchard during the apple festival about the girl who went missing. Did you see anything? **Isabella:** *Ho visto qualcosa... quella notte. Non riesco a togliermelo dalla testa.* [I saw something... that night. I can't get it out of my head.] **Hunter:** Okay... you're clearly shaken up. I wish I could understand what you're telling me. Do you know any English at all? Maybe a few words? **Isabella:** *L'uomo con la giacca scura... l'ho fotografato senza volerlo. Lui ha visto me. E poi la ragazza è sparita.* [The man in the dark jacket... I photographed him by accident. He saw me. And then the girl disappeared.] **Hunter:** (rubs his forehead) I'm sorry, I don't follow. You have a camera—did you take pictures? Can you show me? **Isabella:** *Sì, sì, la foto! Ecco, guardi.* (She turns the camera toward him, hands trembling) *Questa foto. Non so se è lui, ma l'ho visto correre verso il bosco. Aveva una torcia... poi ho sentito un urlo.* [Yes, yes, the photo! Here, look. This photo. I don't know if it's him, but I saw him running toward the woods. He had a flashlight... then I heard a scream.] **Hunter:** (studying the screen) That's the orchard road. And there's a figure. This could be important. I need you to make a statement—I'll get an interpreter down here. Just wait— **Isabella:** *No, non vada! Ho paura. Lui sa dove trovarmi. L'ho visto guardare verso la mia finestra, ieri notte.* [No, don't go! I'm scared. He knows where to find me. I saw him looking toward my window last night.] **Hunter:** (phone buzzes; he checks it) Hold on. (answers) Hunter. Yeah. What? Now? Alright, I'm on my way. (hangs up) I have to go. Please, don't leave town. I'll send someone to bring you to the station. **Isabella:** *Per favore... non mi lasci sola. Non capisco.* [Please... don't leave me alone. I don't understand.] **Hunter:** (pauses, looks at her) I'll be back. I promise. Just stay here. (He leaves quickly.)
created_at"2026-09-03T09:51:26.505Z" 9/3/2026, 9:51:26 AM
model"deepseek/deepseek-v4-flash-20260731"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency654
moderation_latency(null)
generation_time66553
tokens_prompt308
tokens_completion1876
native_tokens_prompt346
native_tokens_completion1862
native_tokens_completion_images(null)
native_tokens_reasoning1261
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)
usage0.00036284
router(null)
user_agent"langchainjs-openai/1.0.0 ((node/v24.19.0; linux; x64))"
http_referer(null)
request_id"req-1788429086-phDykVMXjZbgZ2nGLa84"
session_id(null)
preset_id(null)
api_type"completions"
id"gen-1788429086-sNZtxwXgD0IrbjrwajOk"
upstream_id"chatcmpl-Rmcyph6nsHBxzoYsTKVFsWlS"
provider_responses
0
endpoint_id"f954a48e-1c90-433b-9348-4720f8030331"
is_byokfalse
latency200
model_permaslug"deepseek/deepseek-v4-flash-20260731"
provider_name"OpenInference"
status429
1
endpoint_id"c1980fff-0a72-4bce-8d62-a7d3fc582200"
id"chatcmpl-Rmcyph6nsHBxzoYsTKVFsWlS"
is_byokfalse
latency419
model_permaslug"deepseek/deepseek-v4-flash-20260731"
provider_name"DeepInfra"
status200
total_cost0.00036284
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"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
1
name"Hunter"
dialogue"Ma'am, I'm Detective Hunter with Alborn PD. I'm asking everyone who was near the orchard during the apple festival about the girl who went missing. Did you see anything?"
detectedLang"en"
heavyLang"en"
scores
en0.7894947874899759
tl0.5784825371336813
nl0.5100326644890341
fr0.4634644864588656
de0.43910256410256415
no0.4336569579288026
it0.3979357798165138
da0.3968983342906376
sv0.3958573072497123
ms0.39095127610208813
pt0.35185185185185186
ro0.3350221659278024
ca0.32992980216975115
es0.328214971209213
sq0.30463576158940403
et0.2537313432835821
cs0.24297043979812544
sl0.22964049889948646
hr0.2033383915022762
lt0.17711598746081506
is0.17517674783974863
yo0.15594855305466235
az0.1484184914841849
fi0.11838790931989925
sk0.10102739726027396
hu0.05998209489704566
lv0.05660377358490566
pl0.05660377358490566
tr0.053201082055906214
reliabletrue
passestrue
2
name"Isabella"
dialogue"Ho visto qualcosa... quella notte. Non riesco a togliermelo dalla testa."
detectedLang"it"
heavyLang"it"
scores
it0.8055162659123054
ca0.597953216374269
es0.5585874799357945
fr0.5420482930890924
pt0.5119787045252884
fi0.5111111111111111
no0.4549058473736373
de0.45436507936507936
sk0.448345035105316
sq0.42767950052029136
en0.4092373791621912
sv0.39956331877729256
is0.36342592592592593
sl0.36194895591647336
cs0.35064935064935066
da0.3444576877234803
ro0.3373493975903614
tl0.32432432432432434
hr0.311639549436796
et0.2930591259640103
eu0.289405684754522
hu0.28848641655886154
lv0.2791612057667104
nl0.271523178807947
lt0.23611111111111113
tr0.19825072886297376
ms0.18397626112759644
yo0.17787742899850523
pl0.16030534351145037
az0.11290322580645161
vi0.11290322580645161
reliabletrue
passestrue
3
name"Hunter"
dialogue"Okay... you're clearly shaken up. I wish I could understand what you're telling me. Do you know any English at all? Maybe a few words?"
detectedLang"en"
heavyLang"en"
scores
en0.8162174203608822
no0.5777891504605936
tl0.5597652081109925
nl0.5200698080279231
da0.5132743362831859
sv0.47351627313337585
de0.4128113879003558
sq0.39692982456140347
cs0.39204126750184226
fr0.3702290076335878
ca0.3697478991596639
pl0.3539545810493344
hr0.34936908517350157
sk0.33894230769230765
et0.3248772504091653
it0.32210353327855384
pt0.3176178660049628
ro0.3125
ms0.27821522309711283
sl0.2653606411398041
yo0.2560865644724977
vi0.2282507015902713
es0.22096317280453256
hu0.21278625954198474
is0.20443587270973965
tr0.15123456790123457
lt0.14948453608247422
fi0.14330218068535827
az0.13883089770354906
lv0.13883089770354906
be0.0782122905027933
eu0.0782122905027933
uk0.07094594594594594
reliabletrue
passestrue
4
name"Isabella"
dialogue"L'uomo con la giacca scura... l'ho fotografato senza volerlo. Lui ha visto me. E poi la ragazza è sparita."
detectedLang"it"
heavyLang"it"
scores
it0.7940340909090909
es0.6223958333333334
ca0.525523560209424
ro0.5179521276595745
pt0.48907681465821
no0.46730345334313006
fr0.4469870327993897
sq0.4457186544342508
sl0.3438914027149321
sv0.34270172257479603
sk0.3317972350230415
et0.32683379758588665
lt0.3262081784386617
yo0.3217960710944809
da0.31344696969696967
tl0.29060665362035226
cs0.2899118511263467
en0.28359683794466406
nl0.2706237424547284
de0.2684157416750757
lv0.2617107942973524
ms0.24479166666666666
fi0.23764458464773922
is0.23036093418259024
vi0.22872340425531915
pl0.21959095801937567
hr0.21621621621621623
hu0.21536796536796535
tr0.21536796536796535
az0.14403778040141677
reliabletrue
passestrue
5
name"Hunter"
dialogue"I'm sorry, I don't follow. You have a camera—did you take pictures? Can you show me?"
detectedLang"en"
heavyLang"en"
scores
en0.8006833712984055
tl0.6333798882681564
it0.5554614733276884
ca0.5426829268292682
ro0.506578947368421
fr0.4755244755244755
da0.450261780104712
pt0.43548387096774194
nl0.4192477876106194
no0.4186046511627907
sv0.40340909090909094
sq0.40273037542662116
es0.38811188811188807
et0.37796208530805686
cs0.375
sl0.32778489116517284
hr0.3234536082474227
pl0.3055555555555556
tr0.29906542056074764
hu0.2981283422459893
ms0.29435483870967744
lv0.29149797570850206
de0.2866847826086956
az0.2857142857142857
yo0.2818057455540356
sk0.2778541953232462
lt0.2164179104477612
fi0.2081447963800905
is0.2081447963800905
vi0.20212765957446807
be0.11764705882352942
eu0.11764705882352942
uk0.10714285714285714
reliabletrue
passestrue
6
name"Isabella"
dialogue"Sì, sì, la foto! Ecco, guardi. Questa foto. Non so se è lui, ma l'ho visto correre verso il bosco. Aveva una torcia... poi ho sentito un urlo."
detectedLang"it"
heavyLang"it"
scores
it0.801946582163875
ca0.6545598105013818
es0.602994555353902
fr0.5932124593212459
ro0.5855045002368546
pt0.5640259093173892
yo0.48224852071005914
no0.4819419775014802
tl0.4696969696969697
en0.4075829383886255
sl0.37410586552217456
sk0.3732091690544413
lv0.2988782051282051
de0.29207119741100324
fi0.289195775792039
hr0.28396072013093293
da0.27083333333333337
sq0.2640874684608915
cs0.25595238095238093
nl0.25531914893617025
vi0.2297535211267606
pl0.21875
az0.21312949640287768
et0.21242124212421243
lt0.2081447963800905
sv0.19798350137488543
is0.19651056014692378
ms0.19205909510618652
eu0.16347992351816445
hu0.14965986394557826
tr0.14383561643835618
reliabletrue
passestrue
7
name"Hunter"
dialogue"That's the orchard road. And there's a figure. This could be important. I need you to make a statement—I'll get an interpreter down here. Just wait—"
detectedLang"en"
heavyLang"en"
scores
en0.8152829088080886
fr0.5971162001696353
tl0.5891003460207612
ca0.5352250489236791
no0.534997552618698
ro0.5310957551826259
sq0.5240480961923848
da0.5072614107883817
de0.489247311827957
yo0.480590486604702
it0.47045707915273133
sv0.4656917885264342
es0.4486360998258851
pt0.4259818731117825
cs0.40587867417135703
nl0.39413265306122447
sk0.3863049095607235
lt0.3807040417209909
pl0.3782722513089006
hr0.37745740498034075
tr0.37335092348284965
hu0.3704440026507621
et0.36960849369608495
ms0.3055555555555556
sl0.30402930402930406
lv0.2983751846381093
az0.2554858934169279
vi0.24302788844621515
eu0.2122719734660033
is0.20033670033670034
be0.06862745098039216
fi0.06219151036525173
uk0.06219151036525173
reliabletrue
passestrue
8
name"Isabella"
dialogue"No, non vada! Ho paura. Lui sa dove trovarmi. L'ho visto guardare verso la mia finestra, ieri notte."
detectedLang"it"
heavyLang"it"
scores
it0.7887748943874472
es0.5752427184466019
ro0.5641344956413449
fr0.54158480681074
no0.5373430270984798
ca0.5298858294157152
pt0.494949494949495
tl0.413243922883487
sk0.41275167785234906
sv0.360146252285192
en0.32950191570881227
pl0.30966469428007887
da0.29435483870967744
sq0.29364278506559033
hr0.2790937178166838
lv0.2723492723492723
nl0.24078091106290672
is0.22048997772828507
cs0.19447640966628307
lt0.19075144508670522
tr0.1898148148148148
sl0.17355371900826447
az0.16267942583732056
de0.11616161616161616
yo0.11616161616161616
fi0.1116751269035533
eu0.11054637865311309
et0.10714285714285714
vi0.10714285714285714
hu0.09326424870466321
reliabletrue
passestrue
9
name"Hunter"
dialogue"Hold on. Hunter. Yeah. What? Now? Alright, I'm on my way. I have to go. Please, don't leave town. I'll send someone to bring you to the station."
detectedLang"en"
heavyLang"en"
scores
en0.8148148148148148
tl0.5812182741116751
da0.5751802265705458
no0.4853399875233936
yo0.46358907672301686
sv0.4425675675675676
pl0.42428471737613405
fr0.3978102189781022
cs0.3947175348495965
de0.38752783964365256
hr0.367816091954023
sk0.3394715772618095
nl0.3330638641875505
sq0.29062768701633707
ro0.28323197219808866
ca0.26404995539696696
ms0.25876010781671155
it0.25406871609403253
et0.2506811989100818
lv0.23112767940354148
sl0.22752808988764048
lt0.22680412371134018
fi0.2194891201513718
pt0.20673076923076925
tr0.18558736426456074
es0.15557830092118732
az0.13249211356466878
hi0.0924092409240924
zh0.08536585365853659
be0.0782122905027933
hu0.07511210762331838
is0.07094594594594594
uk0.07094594594594594
vi0.07094594594594594
reliabletrue
passestrue
10
name"Isabella"
dialogue"Per favore... non mi lasci sola. Non capisco."
detectedLang"it"
heavyLang"it"
scores
it0.7957516339869282
ca0.6
es0.5791245791245792
en0.5711835334476844
fr0.5689655172413793
pt0.50199203187251
ro0.49899799599198397
sl0.4834710743801653
hr0.39759036144578314
yo0.3961352657004831
sk0.38875305623471884
sq0.38875305623471884
nl0.3842364532019704
sv0.3842364532019704
tl0.3718592964824121
no0.3670886075949367
lt0.3206521739130435
eu0.258160237388724
hu0.2537313432835821
cs0.24698795180722888
de0.24242424242424243
pl0.2378048780487805
tr0.22360248447204967
da0.20634920634920634
reliabletrue
passestrue
11
name"Hunter"
dialogue"I'll be back. I promise. Just stay here."
detectedLang"en"
heavyLang"en"
scores
en0.7945205479452054
et0.5706106870229007
sq0.5656370656370656
ca0.5562130177514794
cs0.53125
sv0.5161290322580645
tl0.5140388768898488
ro0.512987012987013
hr0.49664429530201337
yo0.4668246445497631
pl0.45652173913043476
hu0.4498777506112469
it0.44717444717444715
lt0.4375
no0.39189189189189183
da0.3818681318681319
pt0.25
sk0.24242424242424243
be0.23728813559322032
es0.23728813559322032
sl0.23728813559322032
tr0.23728813559322032
fr0.22945205479452058
az0.21875
is0.21875
lv0.21875
uk0.21875
vi0.21875
de0.2077464788732394
ms0.2077464788732394
nl0.2077464788732394
reliabletrue
passestrue