Run: 2026-09-03-01M1KREX8MX04N2KJ67V0AASAJ

Run Details

Model:
Gemini 3.7 Flash (Reasoning, Medium)
Test:
Language Writing
Scenario:
Character dialogue (Italian) in a story
Duration:
8.4s
Cost:
$0.006291
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. I'm investigating the incident near the old Miller apple orchard yesterday evening. Mind if I ask you a few questions?" Isabella: "Mi scusi? Non... non capisco. Non parlo inglese, mi dispiace." Hunter: "Look, I noticed your camera. People said you were out by the festival grounds before sunset taking landscape shots. Did you see anyone wandering near the tree line around six o'clock?" Isabella: "L'orto dei meli? Mio Dio... c'era qualcuno laggiù, sì! Ho visto un'ombra tra i rami... qualcuno che correva verso il lago, era terrorizzato! È successo qualcosa di grave, vero?" Hunter: "Whoa, easy there. Slow down. I don't... is that Italian? Look, I don't understand what you're saying. Did you see a tall man in a dark jacket? Tall? Man?" Isabella: "Ho sentito un urlo, un rumore soffocato... poi un'auto nera è fuggita via a fari spenti. Ho provato a fotografare la targa, ma era troppo buio, non so se si vede qualcosa!" Hunter: "Photos? Did you take photos? Let me see the camera. Photo. Can I see the screen?" Isabella: "La macchina fotografica? No, aspetti... la batteria è morta proprio mentre cercavo di mettere a fuoco. Ho tanta paura, detective... quella ragazza scomparsa... era lì?" Hunter: "Ma'am, I need you to work with me here. I don't understand a single word, but whatever you saw clearly spooked you. Just... don't touch the memory card, okay? Card. Memory." Isabella: "La prego, non mi guardi così! Vorrei aiutarla, vorrei spiegarle tutto, ma non so come dirlo nella vostra lingua... C'era del sangue sulle foglie!" Hunter: "Damn it, I should have paid attention in foreign language class. Look, stay right here. Sit tight, don't leave this cafe, and I'll find someone at the precinct who can—" Hunter: "Hold on. Detective Hunter... What? Another car found by the creek? I'm two minutes away, don't touch anything until I get there." Hunter: "I have to go. Emergency. You—stay here. Do not leave town with that camera. I will be back." Isabella: "Aspetti! Dove sta andando? Non mi lasci qui da sola... cosa sta succedendo in questa città?"
created_at"2026-09-03T13:48:45.724Z" 9/3/2026, 1:48:45 PM
model"google/gemini-3.7-flash-20260813"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency1685
moderation_latency(null)
generation_time8329
tokens_prompt308
tokens_completion956
native_tokens_prompt288
native_tokens_completion1620
native_tokens_completion_images0
native_tokens_reasoning1051
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"
usage0.006291
router(null)
user_agent"langchainjs-openai/1.0.0 ((node/v24.19.0; linux; x64))"
http_referer(null)
request_id"req-1788443325-5ZU6Dbbq0SKdxyXNX2ZY"
session_id(null)
preset_id(null)
api_type"completions"
id"gen-1788443325-zCHItS2l2LWl2RVmi8fI"
upstream_id"vXqZapPzM7Cq-8YPt4j70Ag"
provider_responses
0
endpoint_id"dd072012-3274-417d-97e3-e290cba37e31"
id"vXqZapPzM7Cq-8YPt4j70Ag"
is_byokfalse
latency1685
model_permaslug"google/gemini-3.7-flash-20260813"
provider_name"Google AI Studio"
status200
total_cost0.006291
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. I'm investigating the incident near the old Miller apple orchard yesterday evening. Mind if I ask you a few questions?"
detectedLang"en"
heavyLang"en"
scores
en0.7749678525503644
fr0.6255349500713266
tl0.6099554234769687
nl0.5849802371541503
it0.5666529096161783
no0.5644960597262547
ca0.5325022261798753
sv0.5306213679034422
ro0.5246717971933001
pt0.5233772128915116
da0.5147874306839186
es0.5098039215686274
de0.4992846924177396
sq0.4385026737967915
et0.3877551020408163
cs0.3797991730655641
hr0.3562231759656652
sl0.3474207582349285
az0.31596091205211724
is0.3110236220472441
sk0.3087557603686636
hu0.30417495029821073
ms0.29435483870967744
tr0.26264044943820225
lt0.2391304347826087
yo0.22964049889948646
pl0.2227979274611399
fi0.20574886535552195
lv0.16201117318435754
vi0.11242603550295857
be0.0625
eu0.0625
uk0.05660377358490566
reliabletrue
passestrue
1
name"Isabella"
dialogue"Mi scusi? Non... non capisco. Non parlo inglese, mi dispiace."
detectedLang"it"
heavyLang"it"
scores
it0.7722494744218641
es0.6553552492046659
fr0.5701058201058201
pt0.5637583892617449
ro0.5134730538922155
sk0.4969040247678019
en0.496124031007752
ca0.49376947040498437
yo0.4663382594417077
cs0.3970315398886827
sl0.3229166666666667
hu0.3186582809224318
tl0.3128964059196617
pl0.30851063829787234
hr0.30257510729613735
et0.3010752688172043
de0.28884026258205686
tr0.2872807017543859
sq0.282560706401766
eu0.2111650485436893
az0.17721518987341772
lt0.16237113402061853
ms0.16237113402061853
nl0.16237113402061853
da0.15364583333333331
lv0.15364583333333331
no0.15364583333333331
sv0.15364583333333331
reliabletrue
passestrue
2
name"Hunter"
dialogue"Look, I noticed your camera. People said you were out by the festival grounds before sunset taking landscape shots. Did you see anyone wandering near the tree line around six o'clock?"
detectedLang"en"
heavyLang"en"
scores
en0.7913642960812772
tl0.6024887659868648
da0.4685767097966729
no0.46635730858468677
sv0.4275759084121453
nl0.42413620430645965
fr0.3780421849648458
cs0.3348756506651243
ms0.3310063990692263
it0.32748538011695905
et0.3187203791469194
de0.30133657351154314
sk0.29056138186304753
ca0.27944862155388467
pl0.2642354446577095
sq0.2642354446577095
es0.24391847468770547
ro0.2414248021108179
pt0.23128342245989306
hr0.22818791946308725
sl0.18323863636363635
is0.17739628040057226
lv0.1756272401433692
hu0.15441176470588236
yo0.14434523809523808
lt0.14115011202389843
az0.13598797896318557
tr0.11944869831546708
fi0.1105955143078113
eu0.06807131280388978
be0.05737704918032788
uk0.05193734542456719
vi0.05193734542456719
reliabletrue
passestrue
3
name"Isabella"
dialogue"L'orto dei meli? Mio Dio... c'era qualcuno laggiù, sì! Ho visto un'ombra tra i rami... qualcuno che correva verso il lago, era terrorizzato! È successo qualcosa di grave, vero?"
detectedLang"it"
heavyLang"it"
scores
it0.7969314079422383
ca0.5530393325387366
pt0.53125
es0.48012939001848426
fr0.4533527696793003
en0.41770186335403725
no0.38658669574700105
ro0.3818681318681319
da0.3774211400110681
sv0.3263473053892215
yo0.3181818181818182
sq0.3110838946723821
sk0.27512886597938147
nl0.251497005988024
ms0.2299794661190965
hr0.22520661157024793
lt0.22413793103448276
tl0.22413793103448276
de0.21983356449375865
az0.21052631578947367
vi0.20997191011235955
sl0.19239052404881551
lv0.16232315711094564
fi0.16169895678092397
cs0.15793413173652696
hu0.15222305953278073
is0.15222305953278073
eu0.15094339622641512
et0.14837244511733536
pl0.1412213740458015
tr0.12040656763096169
be0.058577405857740586
uk0.05303030303030303
reliabletrue
passestrue
4
name"Hunter"
dialogue"Whoa, easy there. Slow down. I don't... is that Italian? Look, I don't understand what you're saying. Did you see a tall man in a dark jacket? Tall? Man?"
detectedLang"en"
heavyLang"en"
scores
en0.8107404778802934
tl0.5420721236405266
sv0.5089011663597299
de0.4884910485933504
nl0.47575360419397117
da0.4666666666666667
no0.4554118447923758
ro0.4269340974212034
yo0.37694704049844235
it0.3715632364493323
cs0.3640699523052464
sq0.35012185215272135
pl0.3294216261525566
hu0.32030586236193714
sl0.28186714542190305
hr0.27927927927927926
tr0.2766726943942134
is0.2753623188405797
lt0.27404718693284935
et0.27007299270072993
sk0.26672777268560954
ms0.2647058823529412
az0.25650557620817843
ca0.25512104283054005
lv0.23150816522574447
pt0.1991991991991992
fi0.19759277833500502
es0.19597989949748743
fr0.1836734693877551
vi0.14255091103965703
be0.08045977011494253
eu0.08045977011494253
uk0.07300115874855156
reliabletrue
passestrue
5
name"Isabella"
dialogue"Ho sentito un urlo, un rumore soffocato... poi un'auto nera è fuggita via a fari spenti. Ho provato a fotografare la targa, ma era troppo buio, non so se si vede qualcosa!"
detectedLang"it"
heavyLang"it"
scores
it0.7669985172632917
ca0.5927434283598667
ro0.5521172638436482
es0.5264743865690917
fr0.5190205509400961
en0.48405253283302063
no0.47793070716658753
pt0.47418738049713194
sq0.4519182859990035
yo0.4469582704876822
cs0.4344473007712082
sk0.4222689075630252
sl0.40314704286489417
tl0.3778280542986425
de0.3563487419543593
lt0.3341404358353511
et0.3222427603203943
ms0.3222427603203943
hr0.32098765432098764
lv0.28432010409889397
da0.2724867724867725
sv0.271523178807947
is0.26861702127659576
nl0.2413793103448276
pl0.2329149232914923
vi0.23130677847658979
eu0.23023093072078377
hu0.22151450813871199
az0.19941775836972345
tr0.19649379108838566
fi0.1716867469879518
reliabletrue
passestrue
6
name"Hunter"
dialogue"Photos? Did you take photos? Let me see the camera. Photo. Can I see the screen?"
detectedLang"en"
heavyLang"en"
scores
en0.7990959316926167
tl0.6222851746931067
fr0.5628415300546448
nl0.5061728395061729
no0.5037220843672456
ca0.49238578680203043
cs0.4891443167305236
sq0.47368421052631576
es0.4708994708994709
it0.46879150066401065
et0.45054945054945056
sv0.4269340974212034
da0.42363112391930835
sl0.4038748137108793
ro0.38271604938271603
ms0.36908517350157727
yo0.3265993265993266
pt0.29577464788732394
fi0.2844364937388193
tr0.2687385740402194
de0.26335174953959484
lt0.26335174953959484
az0.25925925925925924
hr0.25788497217068646
lv0.250936329588015
pl0.23954372623574144
hi0.16142557651991615
sk0.15254237288135594
be0.14893617021276595
hu0.14346895074946467
is0.13606911447084233
uk0.13606911447084233
vi0.13606911447084233
reliabletrue
passestrue
7
name"Isabella"
dialogue"La macchina fotografica? No, aspetti... la batteria è morta proprio mentre cercavo di mettere a fuoco. Ho tanta paura, detective... quella ragazza scomparsa... era lì?"
detectedLang"it"
heavyLang"it"
scores
it0.797855510634558
ca0.6528825837609418
es0.6218349227227886
pt0.617049617049617
ro0.6116176967240796
en0.5509566575556423
fr0.522623495226235
sq0.4460500963391137
tl0.4428294573643411
no0.4264339152119701
de0.41713127217435375
da0.4093477144324602
ms0.3931398416886543
hr0.39185616076150187
tr0.36323366555924697
sk0.3593314763231198
sv0.34621944286526435
cs0.3325594892629135
yo0.3317838466008135
sl0.3278784336645236
lv0.3166963755199049
nl0.29577464788732394
fi0.29404542664211175
eu0.28880643166357456
et0.28792569659442724
pl0.2771841609050911
lt0.22506738544474394
az0.19804741980474197
vi0.17915774446823698
hu0.16907514450867053
is0.11674347158218126
reliabletrue
passestrue
8
name"Hunter"
dialogue"Ma'am, I need you to work with me here. I don't understand a single word, but whatever you saw clearly spooked you. Just... don't touch the memory card, okay? Card. Memory."
detectedLang"en"
heavyLang"en"
scores
en0.805110437418796
tl0.5831403427512737
no0.5171673819742489
da0.46619217081850534
sv0.454214675560946
nl0.4296577946768061
fr0.4140625
sq0.402390438247012
ms0.3869209809264305
cs0.3706293706293706
sk0.35344827586206895
ro0.34162399414776884
it0.33969185619955977
et0.33920704845814975
yo0.3333333333333333
pl0.33035714285714285
ca0.3181818181818182
hr0.2896606156274665
de0.2724333063864187
es0.2549668874172185
pt0.25
sl0.2493744787322769
lv0.22077922077922074
lt0.21671018276762402
hu0.1985752448797863
is0.1906474820143885
tr0.14040114613180515
fi0.13294797687861273
az0.1287512100677638
vi0.1287512100677638
be0.07216494845360825
eu0.07216494845360825
uk0.06542056074766354
reliabletrue
passestrue
9
name"Isabella"
dialogue"La prego, non mi guardi così! Vorrei aiutarla, vorrei spiegarle tutto, ma non so come dirlo nella vostra lingua... C'era del sangue sulle foglie!"
detectedLang"it"
heavyLang"it"
scores
it0.7979693327807709
es0.544392523364486
ca0.5040691759918616
fr0.4357638888888889
no0.37937619350732016
tl0.377791959157626
pt0.36811406351263776
sl0.36729396495781963
ro0.3623283191628515
et0.34387617765814266
en0.296028880866426
yo0.282560706401766
sv0.2815033161385409
pl0.27455357142857145
sq0.2713004484304933
da0.26636568848758463
ms0.2619227857683573
de0.25968109339407747
sk0.2545871559633027
hr0.2358934169278997
fi0.23529411764705882
hu0.23046566692975531
vi0.2111650485436893
tr0.20537897310513448
cs0.1820469798657718
is0.12634408602150538
lv0.1224122412241224
nl0.1224122412241224
az0.0947075208913649
eu0.08192090395480227
lt0.0625
reliabletrue
passestrue
10
name"Hunter"
dialogue"Damn it, I should have paid attention in foreign language class. Look, stay right here. Sit tight, don't leave this cafe, and I'll find someone at the precinct who can—"
detectedLang"en"
heavyLang"en"
scores
en0.8064109490365569
tl0.583817266744096
da0.5309773123909249
no0.5020842982862437
yo0.4122471295790049
ro0.3867655447803765
sv0.3742724097788126
fr0.37390797903319745
it0.3650324867099823
de0.3441122635753508
nl0.33886838868388686
sq0.30194805194805197
ca0.2885506287227002
lv0.2529534398888117
es0.2326909350463954
pt0.2282842785355348
ms0.22214182344428368
sl0.2210144927536232
az0.2130307467057101
hr0.20252225519287834
is0.18188736681887366
pl0.16342412451361868
et0.1568627450980392
lt0.1495253164556962
sk0.12029459901800327
tr0.12029459901800327
fi0.11885245901639345
cs0.08898305084745763
eu0.06764960971379011
zh0.06684027777777778
be0.061135371179039305
hu0.05866900175131349
uk0.05536028119507908
vi0.05536028119507908
reliabletrue
passestrue
11
name"Hunter"
dialogue"Hold on. Detective Hunter... What? Another car found by the creek? I'm two minutes away, don't touch anything until I get there."
detectedLang"en"
heavyLang"en"
scores
en0.8246492985971945
tl0.5860927152317881
fr0.4950952106174264
da0.4534665833853841
ca0.4444444444444444
sq0.40878378378378377
no0.3820621468926554
es0.37855113636363635
de0.3603801169590643
ro0.349925705794948
cs0.34358589647411847
sv0.32588597842835126
it0.32327919566898683
nl0.3093922651933701
pl0.3088467614533965
pt0.2983159582999198
hr0.29207119741100324
et0.29149797570850206
sk0.2903487429034874
ms0.23846823324630112
yo0.23513986013986016
fi0.2023701002734731
sl0.18452935694315006
is0.15703275529865127
tr0.12848605577689243
lt0.12587412587412586
hi0.08759124087591241
be0.07407407407407407
hu0.07112526539278131
az0.06716417910447761
lv0.06716417910447761
uk0.06716417910447761
vi0.06716417910447761
reliabletrue
passestrue
12
name"Hunter"
dialogue"I have to go. Emergency. You—stay here. Do not leave town with that camera. I will be back."
detectedLang"en"
heavyLang"en"
scores
en0.8251748251748252
tl0.6268656716417911
pl0.5209059233449477
yo0.4706448508180943
da0.458128078817734
cs0.448345035105316
it0.4410569105691057
hr0.40540540540540543
sq0.3895671476137625
sk0.3792325056433409
lt0.3365500603136309
no0.3159203980099502
es0.3125
ro0.31077694235588976
sl0.30467762326169406
ca0.3037974683544304
pt0.2966751918158568
sv0.2857142857142857
lv0.25170068027210885
hu0.2506811989100818
de0.2445054945054945
vi0.2403314917127072
fr0.21540656205420827
nl0.21540656205420827
ms0.21428571428571427
tr0.21203438395415475
be0.11290322580645161
az0.10277324632952692
et0.10277324632952692
is0.10277324632952692
uk0.10277324632952692
reliabletrue
passestrue
13
name"Isabella"
dialogue"Aspetti! Dove sta andando? Non mi lasci qui da sola... cosa sta succedendo in questa città?"
detectedLang"it"
heavyLang"it"
scores
it0.8158070997990622
pt0.5961820851688693
es0.5901639344262295
ro0.555375909458367
ca0.5502861815208503
fr0.5106761565836299
sl0.507168458781362
en0.4806421152030217
tl0.4092373791621912
tr0.37142857142857144
hr0.3325242718446602
yo0.31335830212234705
sv0.3125
nl0.30203045685279184
de0.2939666238767651
pl0.29032258064516125
ms0.2819843342036553
eu0.27726675427069647
az0.25675675675675674
fi0.25675675675675674
da0.23822714681440443
sk0.22206506364922204
is0.21652421652421652
no0.21428571428571427
hu0.13385826771653545
cs0.12974683544303797
lv0.1143317230273752
sq0.1143317230273752
vi0.10277324632952692
reliabletrue
passestrue