Run: 2026-09-03-01M1KRGZTKVP228RVZ0RSD28N0

Run Details

Model:
Gemini 3.7 Flash (Reasoning, Medium)
Test:
Language Writing
Scenario:
Character dialogue (Italian) in a story
Duration:
11.2s
Cost:
$0.007461
Provider:
Google AI Studio

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
Hunter: "Excuse me, ma'am. Detective Hunter, Alborn Police. Mind if I take a seat for a minute?" Isabella: "Prego? Non... non capisco. Chi è lei? Cosa vuole?" Hunter: "I'm investigating the incident from yesterday evening near the north apple orchard. A young woman went missing, and a few locals mentioned seeing you out there with your camera around dusk." Isabella: "La polizia? È... è per quello che è successo ieri sera tra i meli? Mio Dio, è stato orribile. C'era qualcosa che non andava, l'ho sentito subito." Hunter: "Whoa, slow down. English, ma'am? Do you speak any English? Par-lay... wait, no, that's French. Look, I don't know Italian." Isabella: "Non parlo inglese, mi dispiace! Ma deve ascoltarmi! Ho visto un uomo... era alto, vestito di scuro. Stavo fotografando il tramonto sulle colline e poi ho sentito delle grida soffocate." Hunter: "I have no idea what you're saying. Look at me—calm down. Did you see Sarah Miller? Blonde hair? Bright yellow jacket?" Isabella: "Giallo! Sì, sì, ho visto del giallo tra i rami! Ho cercato di mettere a fuoco con l'obiettivo, guardi... guardi qui nello schermo!" Hunter: "Wait, you're pointing at the display. Did you take a picture of something out by the tree line?" Isabella: "Ecco, guardi qui! La luce era poca, ma si vede una sagoma vicino al vecchio fienile. Aveva qualcosa in mano, forse una corda... quando è scattato il flash si è voltato verso di me! Ho avuto così tanta paura, sono scappata via correndo." Hunter: "I can't understand a single word, but that look on your face isn't good. Just hold the camera still. Don't touch any buttons. If you captured a suspect on that memory card, this changes everything." Isabella: "Per favore, mi deve credere! Non ho dormito tutta la notte. Quell'uomo aveva uno sguardo terribile... temo che mi abbia vista!" Hunter: "Just stay put, okay? I'm going to get someone from the station who can translate—" Hunter: "Hold on. Hunter here... What? Where? Behind the old packing plant? Don't touch anything, I'm five minutes out." Isabella: "Cosa succede? Ha capito? Mi dica che ha capito cosa c'è in quella foto!" Hunter: "Stay right here, ma'am. Do not leave this table, and do not touch that camera. I have an emergency call, but I will be right back for you. Stay. Right. Here." Isabella: "Aspetti! Non se ne vada! Non mi lasci qui da sola... quell'uomo potrebbe essere ancora qui in paese!"
created_at"2026-09-03T13:49:55.464Z" 9/3/2026, 1:49:55 PM
model"google/gemini-3.7-flash-20260813"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency1695
moderation_latency(null)
generation_time9526
tokens_prompt308
tokens_completion1085
native_tokens_prompt288
native_tokens_completion1932
native_tokens_completion_images0
native_tokens_reasoning1276
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"default"
usage0.007461
router(null)
user_agent"langchainjs-openai/1.0.0 ((node/v24.19.0; linux; x64))"
http_referer(null)
request_id"req-1788443395-ZTV8fcKtayioBmEXuiRt"
session_id(null)
preset_id(null)
api_type"completions"
id"gen-1788443395-YDRuH6ERMNKI5rSOvNdr"
upstream_id"A3uZaoKLJ4ib_uMPyL3JqQc"
provider_responses
0
endpoint_id"dd072012-3274-417d-97e3-e290cba37e31"
id"A3uZaoKLJ4ib_uMPyL3JqQc"
is_byokfalse
latency1695
model_permaslug"google/gemini-3.7-flash-20260813"
provider_name"Google AI Studio"
status200
total_cost0.007461
cache_discount(null)
upstream_inference_cost0
provider_name"Google AI Studio"
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"Hunter"
dialogue"Excuse me, ma'am. Detective Hunter, Alborn Police. Mind if I take a seat for a minute?"
detectedLang"en"
heavyLang"en"
scores
en0.7357536764705882
ro0.603448275862069
it0.6001390820584145
tl0.5953553835327234
no0.5750184774575019
fr0.5483110761979576
da0.5465299684542587
sl0.5454545454545454
pt0.5418326693227092
ca0.5332792207792209
sq0.5309951060358891
hr0.521630615640599
sv0.5093856655290102
cs0.4960560911481157
es0.49069973427812225
et0.4838420107719928
de0.4444444444444444
nl0.43792766373411535
sk0.4301288404360753
hu0.40166493236212286
pl0.3991640543364681
ms0.37635574837310193
lt0.339080459770115
fi0.33831990794016115
tr0.32590855803048063
lv0.27854454203262236
az0.2656449553001277
yo0.26376440460947503
eu0.2219215155615697
is0.1935483870967742
vi0.18785310734463279
be0.10852713178294573
uk0.0987460815047022
reliabletrue
passestrue
1
name"Isabella"
dialogue"Prego? Non... non capisco. Chi è lei? Cosa vuole?"
detectedLang"it"
heavyLang"it"
scores
it0.8062015503875969
pt0.583963691376702
ca0.5614035087719298
es0.5564516129032259
ro0.5258620689655172
yo0.4376278118609407
fr0.4123931623931624
en0.3888888888888889
tl0.34988179669030733
vi0.32598039215686275
pl0.3125
sl0.2445054945054945
eu0.2403314917127072
hr0.23184357541899442
no0.21203438395415475
reliabletrue
passestrue
2
name"Hunter"
dialogue"I'm investigating the incident from yesterday evening near the north apple orchard. A young woman went missing, and a few locals mentioned seeing you out there with your camera around dusk."
detectedLang"en"
heavyLang"en"
scores
en0.8004469987228608
tl0.663435648896069
nl0.5662734212352533
fr0.5076801890508074
ro0.5011971268954509
it0.47279628848587096
de0.4683113568694173
es0.459108610990913
no0.45746527777777773
ca0.4555749128919861
pt0.43895870736086173
sv0.43336355394378967
da0.4161606725829052
ms0.3693239152371342
cs0.3005036373810856
sq0.299719887955182
hr0.29017603634298694
is0.2753623188405797
az0.24150485436893204
sk0.24104432301153617
et0.23594132029339854
fi0.21728240450845335
sl0.2163009404388715
yo0.20634920634920634
hu0.18988982501620222
lt0.17600527356624918
pl0.12280701754385964
lv0.10071942446043164
tr0.058025621703089676
eu0.05303030303030303
vi0.05303030303030303
reliabletrue
passestrue
3
name"Isabella"
dialogue"La polizia? È... è per quello che è successo ieri sera tra i meli? Mio Dio, è stato orribile. C'era qualcosa che non andava, l'ho sentito subito."
detectedLang"it"
heavyLang"it"
scores
it0.8102866779089376
fr0.5784543325526932
ca0.5750708215297451
ro0.5370370370370371
pt0.5022123893805309
en0.49209932279909707
es0.47765525246662793
no0.3844049247606019
da0.38313913639479097
de0.3775933609958506
hr0.37629937629937626
sv0.3745656706045865
tl0.3653032440056418
eu0.3435448577680525
sq0.3357933579335794
lt0.32381667918858
yo0.296875
nl0.26769731489015464
ms0.2641046606704824
et0.2568125516102395
vi0.24114671163575044
pl0.2353440951571793
az0.22680412371134018
tr0.22680412371134018
cs0.22346850733390855
fi0.21052631578947367
sl0.20212765957446807
sk0.19427036705461057
lv0.19282511210762332
hu0.1362763915547025
be0.07216494845360825
is0.06542056074766354
uk0.06542056074766354
reliabletrue
passestrue
4
name"Hunter"
dialogue"Whoa, slow down. English, ma'am? Do you speak any English? Par-lay... wait, no, that's French. Look, I don't know Italian."
detectedLang"en"
heavyLang"en"
scores
en0.7766379880873594
tl0.4337248322147651
sq0.42455242966751916
hr0.42109777015437394
pt0.3978590544157003
ca0.3755781683626272
no0.3644067796610169
cs0.3571428571428572
da0.34971098265895956
sv0.34908389585342336
it0.3465634075508229
lv0.3408203125
pl0.33758586849852795
ro0.3168016194331984
es0.30626927029804724
sk0.3041237113402062
yo0.25824175824175827
ms0.2474916387959866
tr0.24327354260089684
fr0.23469387755102045
sl0.21965317919075145
vi0.2049469964664311
de0.16666666666666666
fi0.16563658838071693
lt0.15730337078651685
az0.15307402760351316
be0.09395973154362416
hu0.09029649595687331
et0.08536585365853659
is0.08536585365853659
nl0.08536585365853659
uk0.08536585365853659
reliabletrue
passestrue
5
name"Isabella"
dialogue"Non parlo inglese, mi dispiace! Ma deve ascoltarmi! Ho visto un uomo... era alto, vestito di scuro. Stavo fotografando il tramonto sulle colline e poi ho sentito delle grida soffocate."
detectedLang"it"
heavyLang"it"
scores
it0.789491411249579
es0.5819397993311036
pt0.5467730239303844
fr0.5316597976770326
ca0.5247148288973384
ro0.524172059383327
no0.45223488168273446
et0.4379496402877698
sk0.43284936479128855
en0.4013409961685824
tl0.38271604938271603
sl0.37311935807422264
yo0.36224489795918363
cs0.3556701030927836
da0.34793948878455916
de0.31842966194111233
ms0.31091510474090406
lv0.3086283185840708
sq0.3078626799557032
tr0.3043962159154146
lt0.28448769318832284
hr0.279123414071511
nl0.2724097788125727
pl0.2672919109026964
sv0.2568370986920333
fi0.2532855436081242
az0.22839506172839508
hu0.19923126201153107
eu0.17163684559310802
is0.15311653116531165
vi0.12280701754385964
ja0.04507257448433919
reliabletrue
passestrue
6
name"Hunter"
dialogue"I have no idea what you're saying. Look at me—calm down. Did you see Sarah Miller? Blonde hair? Bright yellow jacket?"
detectedLang"en"
heavyLang"en"
scores
en0.7769848349687779
tl0.6167603474706183
da0.5207667731629393
no0.5062541145490455
fr0.43138741470811215
ca0.41360437842064113
es0.410377358490566
it0.399519615692554
tr0.3980738362760835
sv0.3816982687551525
sq0.36386768447837153
et0.36224489795918363
ms0.34497816593886466
hr0.3403693931398417
pt0.3345164152617569
de0.3231046931407942
lv0.2661448140900196
nl0.25595238095238093
az0.22839506172839508
pl0.21135646687697163
cs0.19614147909967844
sk0.17853231106243156
yo0.17672886937431392
ro0.1758241758241758
hu0.17218543046357618
is0.16759156492785796
fi0.16666666666666666
sl0.10501193317422433
be0.08536585365853659
lt0.07749077490774908
uk0.07749077490774908
vi0.07749077490774908
reliabletrue
passestrue
7
name"Isabella"
dialogue"Giallo! Sì, sì, ho visto del giallo tra i rami! Ho cercato di mettere a fuoco con l'obiettivo, guardi... guardi qui nello schermo!"
detectedLang"it"
heavyLang"it"
scores
it0.8115104297562202
es0.6077405857740585
ca0.5659722222222222
pt0.4887525562372188
no0.4444444444444444
da0.42835365853658536
tl0.423963133640553
fr0.416796267496112
yo0.4028662420382166
vi0.39999999999999997
ro0.3936944219886823
en0.3495229835212489
sk0.33920704845814975
sl0.32553956834532377
fi0.31444241316270566
cs0.313815187557182
de0.31002759889604414
hr0.3042671614100185
sv0.2870722433460076
nl0.2492492492492493
lt0.237029501525941
pl0.23547400611620795
ms0.2323439099283521
hu0.2291880781089414
tr0.22520661157024793
is0.21875
sq0.21548117154811713
lv0.21465968586387435
et0.21301154249737672
eu0.16666666666666666
az0.1506228765571914
be0.08536585365853659
uk0.07749077490774908
reliabletrue
passestrue
8
name"Hunter"
dialogue"Wait, you're pointing at the display. Did you take a picture of something out by the tree line?"
detectedLang"en"
heavyLang"en"
scores
en0.8261877172653534
tl0.6921498204207285
fr0.45994599459945995
no0.4530537830446673
cs0.4485294117647059
da0.4480220791168353
de0.4392523364485981
ro0.4318181818181818
it0.42857142857142855
yo0.40594059405940597
pt0.39086294416243655
nl0.3890020366598778
sk0.3582887700534759
pl0.3442622950819672
ms0.34065934065934067
es0.33774834437086093
sq0.3258426966292135
hr0.3063583815028902
sl0.29245283018867924
is0.28486293206197855
ca0.2736077481840194
sv0.269183922046285
lt0.21875
hu0.20634920634920634
tr0.1137370753323486
az0.1044776119402985
eu0.1044776119402985
lv0.1044776119402985
vi0.1044776119402985
et0.09502262443438914
fi0.09502262443438914
reliabletrue
passestrue
9
name"Isabella"
dialogue"Ecco, guardi qui! La luce era poca, ma si vede una sagoma vicino al vecchio fienile. Aveva qualcosa in mano, forse una corda... quando è scattato il flash si è voltato verso di me! Ho avuto così tanta paura, sono scappata via correndo."
detectedLang"it"
heavyLang"it"
scores
it0.803223388305847
ca0.5604242255093497
es0.5461095100864554
pt0.4996823379923761
ro0.4760479041916168
fr0.4702320887991927
tl0.41515038989974007
en0.37050359712230213
no0.3597560975609756
sl0.33290978398983484
nl0.324903557651093
yo0.29245283018867924
de0.2879746835443038
et0.2818057455540356
sq0.281150159744409
ms0.26091037071797285
lt0.23020527859237538
da0.2202970297029703
sv0.2041435068216271
vi0.18520434557682358
hu0.17711598746081506
sk0.16710735060814383
cs0.16134185303514376
eu0.14448669201520914
az0.14075286415711946
pl0.10815402038505095
is0.09690366972477063
fi0.08430232558139535
hr0.0816326530612245
tr0.05063291139240506
lv0.038461538461538464
reliabletrue
passestrue
10
name"Hunter"
dialogue"I can't understand a single word, but that look on your face isn't good. Just hold the camera still. Don't touch any buttons. If you captured a suspect on that memory card, this changes everything."
detectedLang"en"
heavyLang"en"
scores
en0.8083242059145673
tl0.5843230403800476
fr0.5262954369682908
sv0.48377581120943947
da0.45214669051878353
ca0.4429286039108686
ro0.4240714621532675
no0.40562833575934015
nl0.38442211055276376
de0.3662700465597517
it0.358974358974359
ms0.3309666848716548
et0.3133408071748879
cs0.27898763978811064
es0.26996424314660306
pt0.26996424314660306
sk0.2620481927710843
sq0.2611580217129071
hr0.24892703862660948
pl0.24289245982694685
yo0.24054556726596407
is0.22566371681415928
hu0.15400552486187846
fi0.14812239221140475
lt0.14752957550452334
lv0.14035087719298248
tr0.10714285714285714
az0.0979381443298969
vi0.0979381443298969
sl0.06844106463878327
hi0.0641711229946524
be0.05405405405405406
eu0.05405405405405406
uk0.04891304347826087
reliabletrue
passestrue
11
name"Isabella"
dialogue"Per favore, mi deve credere! Non ho dormito tutta la notte. Quell'uomo aveva uno sguardo terribile... temo che mi abbia vista!"
detectedLang"it"
heavyLang"it"
scores
it0.8006283228612856
es0.5247695852534562
ca0.5236720554272517
fr0.47418738049713194
no0.471830985915493
pt0.46670976082740795
ro0.4547257105089227
en0.36733128834355827
nl0.3352135374697824
de0.32542927228127555
da0.32210353327855384
fi0.321546052631579
sl0.3125
sq0.30730478589420657
sk0.28756476683937826
hr0.2737676056338028
sv0.25942549371633755
yo0.23540315106580167
cs0.23327137546468402
lt0.23327137546468402
tl0.22897196261682243
hu0.2090124640460211
et0.19825072886297376
pl0.19512195121951217
eu0.16666666666666666
tr0.15036045314109164
is0.140625
lv0.140625
ms0.1081081081081081
vi0.0924092409240924
az0.07094594594594594
reliabletrue
passestrue
12
name"Hunter"
dialogue"Just stay put, okay? I'm going to get someone from the station who can translate—"
detectedLang"en"
heavyLang"en"
scores
en0.8259052924791086
tl0.5915032679738562
no0.49949949949949946
hr0.4692144373673036
da0.4629430719656284
sv0.45652173913043476
yo0.4444444444444444
fr0.42528735632183906
nl0.37027707808564225
pl0.34895833333333337
de0.33862433862433866
sk0.3368700265251989
cs0.3359893758300133
lv0.33510638297872336
lt0.3297587131367293
ro0.32795698924731176
sl0.3270524899057874
it0.32523616734143057
ca0.31412894375857336
et0.3055555555555556
sq0.302649930264993
az0.284692417739628
tr0.284692417739628
ms0.2816091954022989
pt0.2401215805471125
es0.2366412213740458
is0.16666666666666666
vi0.14965986394557826
fi0.14089347079037798
zh0.1334488734835355
eu0.11816578483245149
reliabletrue
passestrue
13
name"Hunter"
dialogue"Hold on. Hunter here... What? Where? Behind the old packing plant? Don't touch anything, I'm five minutes out."
detectedLang"en"
heavyLang"en"
scores
en0.820051413881748
tl0.5302013422818792
fr0.5234853641933288
sq0.43775100401606426
de0.4295028524857376
no0.4181213632585204
ca0.40273037542662116
nl0.3934142114384749
da0.3688007213706041
sv0.34024505183788883
et0.3371212121212121
ms0.2813141683778234
pt0.279835390946502
yo0.25925925925925924
hr0.24487594390507011
fi0.24078091106290672
pl0.2366412213740458
eu0.23329682365826945
cs0.2299229922992299
sk0.2299229922992299
ro0.21875
sl0.21348314606741572
es0.16864608076009502
lt0.16167664670658682
it0.1566265060240964
tr0.15560916767189384
hi0.10714285714285714
is0.0920881971465629
az0.08735332464146023
reliabletrue
passestrue
14
name"Isabella"
dialogue"Cosa succede? Ha capito? Mi dica che ha capito cosa c'è in quella foto!"
detectedLang"it"
heavyLang"it"
scores
it0.8148148148148148
ca0.6468213925327952
es0.6361746361746361
ro0.573170731707317
sv0.5327102803738317
fr0.4971264367816092
en0.4845360824742268
sl0.47994056463595847
nl0.46236559139784944
de0.4514106583072101
pl0.39130434782608703
hu0.37163375224416517
no0.3613138686131387
yo0.3346007604562738
ms0.3333333333333333
tl0.32038834951456313
sk0.30966469428007887
da0.3027888446215139
tr0.3
pt0.29577464788732394
et0.2886178861788618
cs0.28716904276985744
hr0.2813141683778234
fi0.2723492723492723
az0.1935483870967742
sq0.19168591224018475
lv0.15254237288135594
reliabletrue
passestrue
15
name"Hunter"
dialogue"Stay right here, ma'am. Do not leave this table, and do not touch that camera. I have an emergency call, but I will be right back for you. Stay. Right. Here."
detectedLang"en"
heavyLang"en"
scores
en0.8196166854565953
tl0.6412556053811659
fr0.4670219853431046
da0.4261119081779053
yo0.4038748137108793
de0.36
it0.35170178282009723
es0.3474714518760196
ro0.34156378600823045
no0.32030586236193714
pl0.30735930735930733
sq0.3049522154648132
ca0.3006993006993007
hr0.2914083259521701
pt0.2844364937388193
cs0.2831541218637993
tr0.2747053490480508
vi0.2613111726685134
nl0.21645445641527913
sv0.21568627450980393
sk0.20318725099601595
sl0.1919191919191919
hu0.18699186991869918
lt0.1794871794871795
ms0.15966386554621848
eu0.11504424778761062
be0.08045977011494253
az0.07300115874855156
et0.07300115874855156
is0.07300115874855156
lv0.07300115874855156
uk0.07300115874855156
reliabletrue
passestrue
16
name"Isabella"
dialogue"Aspetti! Non se ne vada! Non mi lasci qui da sola... quell'uomo potrebbe essere ancora qui in paese!"
detectedLang"it"
heavyLang"it"
scores
it0.8110069549440581
fr0.5620182200420463
sl0.5441283734500364
ro0.523990860624524
hr0.4689889549702634
de0.43845462713387245
ca0.4369369369369369
yo0.43284936479128855
pt0.39437984496124034
en0.38665358194308147
cs0.37996031746031744
es0.3602865916069601
tr0.35500515995872034
pl0.3441762854144806
sq0.32212581344902386
fi0.30709534368070956
da0.30011198208286677
no0.2905788876276958
eu0.25239234449760767
sv0.23594132029339854
az0.2331288343558282
sk0.23124231242312424
hu0.21085858585858586
nl0.1997439180537772
tl0.1997439180537772
ms0.19871794871794873
lt0.15081521739130435
lv0.14148351648351648
is0.10968660968660969
vi0.09156976744186046
reliabletrue
passestrue