Run: 2026-02-25-01KJ9536TVBH0ADNTYDP4Z3QH4

Run Details

Model:
Gemini 3 Flash (Preview, Reasoning)
Test:
Language Writing
Scenario:
Character dialogue (Italian) in a story
Duration:
11.2s
Cost:
$0.004989
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 PD. I’m sorry to bother you, but I’m canvassing the area. Were you anywhere near the old orchard bridge last night during the festival?" Isabella: "Oh! Signore, grazie a Dio... ho cercato di parlare con qualcuno, ma è stato terribile. Ho visto qualcosa di veramente spaventoso tra gli alberi." Hunter: "Whoa, slow down. I don't speak—is that Italian? Listen, I just need to know if you saw anything unusual. A person, a vehicle? You've got a professional-looking camera there. Did you take any photos near the north woods?" Isabella: "Non capisco cosa dice, ma guardi! Guardi la mia macchina fotografica! C'era un'ombra, un uomo altissimo... e poi quella povera ragazza è sparita nel nulla. Guardi queste immagini, la prego!" Hunter: "Look, I’m not following a word of that. I need a 'yes' or a 'no.' Did you see a young woman in a yellow dress? A 'ragazza'?" Isabella: "Sì, la ragazza! Ma c'era qualcun altro con lei! Un uomo brutale... ho avuto così tanta paura che le mie mani tremavano. Ho cercato di chiamare aiuto, ma non conoscevo i numeri di questo posto!" Hunter: "You look shaken up, I get that. It’s a stressful time for everyone in Alborn right now. But I need facts, not... whatever this is. Do you have an ID? Passaporto?" Isabella: "Perché non mi ascolta? È importante! Qualcuno è in pericolo mortale e lei perde tempo con i documenti! C'è un mostro in questa città!" Hunter: "I’m sorry, I just... I don't have a translator on staff this early in the morning. Stay right here, okay? Don't leave the cafe. I'm going to find someone who can talk to you." Isabella: "Non se ne vada! Guardi le foto! Se aspetta ancora, sarà troppo tardi per lei!" Hunter: "Hold that thought. [His phone buzzes loudly and he clips his radio] Hunter here. What? Another one reported missing at the lake? Dammit. I’m on my way. Look, ma'am—stay put. I have to go. Just... stay here." Isabella: "Signore! Torni qui! La foresta non è sicura! Dio mio, nessuno vuole capire..."
created_at"2026-02-25T01:02:27.681Z" 2/25/2026, 1:02:27 AM
model"google/gemini-3-flash-preview-20251217"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency1538
moderation_latency(null)
generation_time11078
tokens_prompt321
tokens_completion990
native_tokens_prompt288
native_tokens_completion1615
native_tokens_completion_images0
native_tokens_reasoning1053
native_tokens_cached0
num_media_prompt(null)
num_input_audio_prompt(null)
num_media_completion0
num_search_results(null)
origin"https://ncbench.com/"
is_byokfalse
finish_reason"stop"
native_finish_reason"STOP"
usage0.004989
router(null)
provider_responses
0
endpoint_id"6e82f652-2693-4b60-bbe0-7362d6e345f0"
is_byokfalse
latency1537
model_permaslug"google/gemini-3-flash-preview-20251217"
provider_name"Google AI Studio"
status200
api_type"completions"
id"gen-1771981347-VGHFJ78ftQDhsVawMEgI"
upstream_id(null)
total_cost0.004989
cache_discount(null)
upstream_inference_cost0
provider_name"Google AI Studio"

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 PD. I’m sorry to bother you, but I’m canvassing the area. Were you anywhere near the old orchard bridge last night during the festival?"
detectedLang"en"
heavyLang"en"
scores
en0.7620055003173261
tl0.649968886123211
no0.46858762399622106
da0.43946188340807174
nl0.43381982888777054
fr0.43037974683544306
it0.416796267496112
pt0.35603892386949054
ms0.3485813549507817
ca0.3444055944055944
sq0.3424897720631209
de0.3287589498806683
ro0.31983071342200725
sl0.3169398907103825
cs0.2937853107344633
es0.29156171284634763
sv0.28435114503816794
hr0.25447316103379725
lt0.22680412371134018
yo0.2203742203742204
et0.20718816067653278
sk0.1818181818181818
fi0.17763157894736845
pl0.14965986394557826
lv0.1412213740458015
az0.09493161705551086
is0.06171809841534612
hu0.05620805369127517
tr0.049831081081081086
reliabletrue
passestrue
1
name"Isabella"
dialogue"Oh! Signore, grazie a Dio... ho cercato di parlare con qualcuno, ma è stato terribile. Ho visto qualcosa di veramente spaventoso tra gli alberi."
detectedLang"it"
heavyLang"it"
scores
it0.8020008336807003
es0.5948827292110874
pt0.576837416481069
ca0.5182555780933064
ro0.5041753653444677
fr0.4859307359307359
nl0.4774477447744775
no0.4483159117305459
en0.4441193680514921
de0.4385342789598109
da0.43045563549160676
sq0.414664202094886
sk0.41030415890751093
lt0.36155913978494625
ms0.3594066082265678
yo0.3581081081081081
vi0.35153583617747436
tl0.3457300275482094
pl0.342560553633218
hu0.32432432432432434
cs0.31109499637418414
sv0.31059506531204645
hr0.3035190615835778
sl0.2846385542168675
et0.26810477657935283
eu0.26754047802621433
az0.21875
lv0.21746293245469525
is0.18524871355060035
fi0.1810344827586207
tr0.1703056768558952
reliabletrue
passestrue
2
name"Hunter"
dialogue"Whoa, slow down. I don't speak—is that Italian? Listen, I just need to know if you saw anything unusual. A person, a vehicle? You've got a professional-looking camera there. Did you take any photos near the north woods?"
detectedLang"en"
heavyLang"en"
scores
en0.8000872346612388
tl0.5691005954246318
sv0.48308270676691734
ca0.47619047619047616
no0.46036106750392464
de0.4504396482813749
fr0.4504396482813749
nl0.4362443624436244
pt0.43016991297140483
da0.42779858510195595
sq0.4270833333333333
ro0.416135881104034
it0.40476190476190477
es0.4006102877070619
ms0.3795126353790614
cs0.3526365348399247
et0.345861084681256
yo0.3383060635226179
hr0.33284813197476953
lv0.3083501006036217
hu0.2963152507676561
sk0.2945100051308363
pl0.28756476683937826
lt0.27972760607647984
is0.26861702127659576
az0.2647058823529412
sl0.25915948275862066
tr0.251497005988024
fi0.2440901594282573
eu0.11971830985915494
vi0.08819628647214854
hi0.05303030303030303
be0.04844290657439446
uk0.04381084840055633
reliabletrue
passestrue
3
name"Isabella"
dialogue"Non capisco cosa dice, ma guardi! Guardi la mia macchina fotografica! C'era un'ombra, un uomo altissimo... e poi quella povera ragazza è sparita nel nulla. Guardi queste immagini, la prego!"
detectedLang"it"
heavyLang"it"
scores
it0.8026315789473685
es0.5823181343543334
ro0.5642701525054467
ca0.5221027479091995
pt0.5037220843672456
fr0.49664429530201337
en0.42084942084942084
sq0.3775933609958506
et0.3620414673046252
tl0.3620414673046252
yo0.3348115299334811
sk0.32241671372106157
sl0.32011331444759206
de0.3177942012507106
lt0.3123209169054441
pl0.3087557603686636
hr0.30313588850174217
no0.3011065812463599
da0.27228623408126135
lv0.26605504587155965
sv0.26605504587155965
nl0.2647058823529412
ms0.23906150919467345
tr0.22730199613651
fi0.20371599203715993
az0.19082939986513822
cs0.1880920162381597
is0.16142557651991615
eu0.13854989231873654
vi0.11894273127753303
hu0.11699779249448124
reliabletrue
passestrue
4
name"Hunter"
dialogue"Look, I’m not following a word of that. I need a 'yes' or a 'no.' Did you see a young woman in a yellow dress? A 'ragazza'?"
detectedLang"en"
heavyLang"en"
scores
en0.8009247367069099
tl0.6688034188034188
it0.43471918307804525
et0.39310884886452624
nl0.3926332288401254
yo0.3834526650755768
de0.37449556093623887
cs0.36889250814332253
ro0.367862969004894
no0.3657937806873977
sv0.3260869565217392
hr0.2935278030993619
pl0.2889908256880734
az0.26817752596789424
da0.26400759734093066
sq0.2633079847908745
ca0.2612011439466158
fr0.25265188042430087
sl0.23945044160942097
is0.22654690618762477
tr0.225
hu0.22344689378757512
sk0.20675537359263052
es0.20431211498973306
lt0.15760869565217392
fi0.15577342047930284
pt0.15300546448087432
ms0.15115005476451257
lv0.14647577092511013
vi0.14647577092511013
be0.08284023668639054
eu0.08284023668639054
uk0.07517899761336516
reliabletrue
passestrue
5
name"Isabella"
dialogue"Sì, la ragazza! Ma c'era qualcun altro con lei! Un uomo brutale... ho avuto così tanta paura che le mie mani tremavano. Ho cercato di chiamare aiuto, ma non conoscevo i numeri di questo posto!"
detectedLang"it"
heavyLang"it"
scores
it0.8166948674562888
ro0.5277878677806029
es0.5040061045402519
fr0.4777018883085577
ca0.4663382594417077
sl0.41415051825146465
pt0.40855323020928114
yo0.3764988009592326
hr0.3670886075949367
tl0.3658536585365854
en0.3088782562466773
no0.2995689655172413
sq0.2988133764832794
sk0.28295642581356867
sv0.2757660167130919
lt0.2753623188405797
vi0.25841414717626926
cs0.2550143266475645
lv0.24109748978400466
pl0.22711058263971462
de0.2220227408737283
ms0.20196439533456106
et0.19852034525277434
da0.18341708542713567
hu0.15966386554621848
tr0.0928122819260293
fi0.09027291812456263
nl0.08963585434173671
az0.08579465541490858
eu0.06272530641672674
be0.051094890510948905
is0.046221570066030816
uk0.046221570066030816
reliabletrue
passestrue
6
name"Hunter"
dialogue"You look shaken up, I get that. It’s a stressful time for everyone in Alborn right now. But I need facts, not... whatever this is. Do you have an ID? Passaporto?"
detectedLang"en"
heavyLang"en"
scores
en0.8125000000000001
tl0.6173469387755102
da0.5002379819133747
nl0.48377581120943947
no0.4482396216500263
pt0.4357872111767867
fr0.38739789964994165
yo0.38596491228070173
it0.3834409864944216
sv0.37275985663082434
ro0.36325045482110374
de0.35304990757855825
pl0.33163590070019094
hr0.3286445012787723
cs0.325626204238921
ca0.303251493032515
is0.3018617021276596
sl0.29340511440107675
sk0.2857142857142857
et0.270326615705351
sq0.26675977653631283
hu0.26419060967063773
vi0.25160370634354956
lt0.2227979274611399
tr0.21991084695393756
ms0.21230307576894225
es0.21052631578947367
az0.1712707182320442
lv0.15458937198067632
eu0.14215686274509806
be0.0625
fi0.05660377358490566
uk0.05660377358490566
reliabletrue
passestrue
7
name"Isabella"
dialogue"Perché non mi ascolta? È importante! Qualcuno è in pericolo mortale e lei perde tempo con i documenti! C'è un mostro in questa città!"
detectedLang"it"
heavyLang"it"
scores
it0.8173076923076923
ro0.6686431810254622
pt0.6640735502121641
es0.639331814730448
fr0.6267190569744597
ca0.620455453455853
en0.5789007092198581
sq0.5013123359580052
hr0.4656917885264342
no0.4644870349492672
tl0.46206115515288787
sl0.4297719087635054
da0.42319368548876746
nl0.4099378881987578
de0.4092039800995025
sv0.39759036144578314
yo0.39528962444302995
sk0.38431626701231364
lv0.3741765480895916
ms0.3708609271523179
hu0.36960849369608495
lt0.3628437290409121
pl0.343015214384509
cs0.3333333333333333
tr0.32814710042432815
az0.2697924673328209
is0.2652745552977572
et0.2578125
fi0.25196850393700787
vi0.16958041958041958
eu0.13636363636363635
be0.06862745098039216
uk0.06219151036525173
reliabletrue
passestrue
8
name"Hunter"
dialogue"I’m sorry, I just... I don't have a translator on staff this early in the morning. Stay right here, okay? Don't leave the cafe. I'm going to find someone who can talk to you."
detectedLang"en"
heavyLang"en"
scores
en0.8203592814371257
tl0.6349095966620305
da0.4801980198019802
sv0.4385026737967915
no0.43699731903485256
yo0.3955094991364421
pl0.38988959907030796
ca0.3644067796610169
cs0.3558282208588957
hr0.3554327808471455
nl0.34415990006246094
it0.34375
ro0.336283185840708
sq0.33586337760910817
et0.3234536082474227
sl0.31596091205211724
sk0.3101182654402102
pt0.30417495029821073
fr0.3037135278514589
de0.2866847826086956
az0.25160370634354956
ms0.24242424242424243
is0.23580786026200873
lv0.23469387755102045
lt0.23133235724743775
es0.21465968586387435
tr0.21465968586387435
hu0.17517674783974863
vi0.17387883556254916
fi0.16864608076009502
eu0.11541701769165964
hi0.07407407407407407
be0.0625
uk0.05660377358490566
reliabletrue
passestrue
9
name"Isabella"
dialogue"Non se ne vada! Guardi le foto! Se aspetta ancora, sarà troppo tardi per lei!"
detectedLang"it"
heavyLang"it"
scores
it0.8126232741617356
ca0.6206070287539935
fr0.5826010544815465
es0.5681818181818181
ro0.5535714285714286
pt0.519716885743175
sq0.4952178533475027
sl0.488697524219591
hr0.4457409568261376
en0.4128553770086526
no0.3964421855146125
fi0.38551099611901685
sv0.375
cs0.3683510638297872
lt0.3252840909090909
yo0.3252840909090909
de0.31457431457431456
hu0.27480916030534347
lv0.25897035881435254
da0.2543171114599686
nl0.2448330683624801
tl0.24000000000000002
et0.22258592471358432
is0.22003284072249588
tr0.16520210896309317
eu0.15480427046263345
ms0.14414414414414414
sk0.13636363636363635
pl0.1171003717472119
reliabletrue
passestrue
10
name"Hunter"
dialogue"Hold that thought. Hunter here. What? Another one reported missing at the lake? Dammit. I’m on my way. Look, ma'am—stay put. I have to go. Just... stay here."
detectedLang"en"
heavyLang"en"
scores
en0.8189134808853119
tl0.6226415094339622
da0.5551161641127039
sv0.455535390199637
no0.44886711573790566
pl0.412532637075718
hr0.3814432989690722
yo0.3492407809110629
fr0.3487698986975398
cs0.34258582907231555
ca0.33085501858736055
nl0.303405572755418
et0.29906542056074764
sq0.29189614476789927
sk0.2885375494071147
ro0.24874791318864775
pt0.23011120615911035
es0.21807124239791487
ms0.2153443766346992
it0.2125984251968504
de0.20283436669619131
fi0.20212765957446807
is0.19282511210762332
lv0.17050691244239632
sl0.16666666666666666
lt0.15651358950328023
tr0.12536443148688048
az0.12451361867704279
hi0.08536585365853659
be0.07216494845360825
hu0.06928645294725957
uk0.06542056074766354
vi0.06542056074766354
reliabletrue
passestrue
11
name"Isabella"
dialogue"Signore! Torni qui! La foresta non è sicura! Dio mio, nessuno vuole capire..."
detectedLang"it"
heavyLang"it"
scores
it0.8126639190708131
ca0.5901639344262295
fr0.5425434583714547
es0.5421245421245421
pt0.5331465919701214
en0.477533960292581
tl0.4246260069044879
ro0.3997599039615846
no0.3872549019607844
da0.3564993564993565
hr0.3403693931398417
yo0.3150684931506849
eu0.284692417739628
sq0.2753623188405797
is0.25037481259370314
sl0.24585218702865763
de0.2223950233281493
sk0.21875
sv0.21383647798742136
fi0.17081260364842457
vi0.14383561643835618
lv0.1243432574430823
cs0.11504424778761062
nl0.11504424778761062
ms0.1087344028520499
reliabletrue
passestrue