Run: 2026-07-25-01KYCX8X0Q6AYAST84RX14HK8X

Run Details

Model:
Gemini 3.6 Flash (Reasoning)
Test:
Language Writing
Scenario:
Character dialogue (German) in a story
Duration:
12.9s
Cost:
$0.016670
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="Melanie"> Melanie is a 30-year old college student on a study abroad program. Born in Germany, she is fluent in German 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 German, 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: Melanie 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 German, and Hunter looks confused. They talk for a while, until Hunter gets a call and has to leave. Return the dialogue between Melanie and Hunter as a voice sheet: Melanie: "..." Hunter: "..."

Model response

AI
Hunter: "Excuse me, ma'am. Detective Hunter. Mind if I ask you a few questions? A couple of locals said you were taking pictures near the old orchard right around the time Miller went missing." Melanie: "Entschuldigung? Ich... ich verstehe Sie nicht. Sprechen Sie Deutsch?" Hunter: "Uh, no. No German. English? You speak any English at all?" Melanie: "Nein, leider nicht. Aber bitte... Sie müssen mir helfen. Ich bin ganz zittrig. Schauen Sie sich das an, hier auf dem Display." Hunter: "Okay, slow down. You're visibly shaken. What happened out by the festival grounds?" Melanie: "Da war ein Mann im Nebel bei den Apfelbäumen! Er stand einfach da, und dann... von einer Sekunde auf die andere war er weg. Einfach verschwunden!" Hunter: "Look, I have no idea what you're saying, ma'am. Camera? Did you take a photo of someone out there?" Melanie: "Ja, die Kamera! Ich habe abgedrückt, aber auf dem Bild ist nur noch ein seltsamer Schatten zu sehen. Ich habe solche Angst... da stimmt etwas ganz und gar nicht!" Hunter: "Whoa, take a breath. Just show me the screen. Point at what you're talking about. Did you see a tall guy? Blue jacket?" Melanie: "Warum verstehen Sie mich denn nicht? Es war dunkel, und diese Person... sie ist wie vom Erdboden verschluckt! Genauso wie die anderen Leute in dieser Stadt!" Hunter: "Alright, I'm trying to work with you here, but my German starts and ends with 'auf Wiedersehen'. Did you see the missing man or not?" Melanie: "Bitte, Sie tragen eine Marke! Sie sind doch von der Polizei, oder? Sie müssen da rausgehen und nachsehen!" Hunter: "Damn it, I need to know if this shadow on your screen is a person or just a tree branch... Hold on." Hunter: "Hunter here... What? Another signal picked up near the creek? I'm two minutes away." Melanie: "Warten Sie! Sie können doch jetzt nicht einfach gehen! Was ist denn passiert?" Hunter: "Look, stay right here at this table. Don't move, and don't delete those pictures. I'm coming back with someone from the station who speaks your language." Melanie: "Bitte kommen Sie schnell zurück! Ich glaube wirklich, dass jemand da draußen in großer Gefahr ist!"
created_at"2026-07-25T15:11:05.254Z" 7/25/2026, 3:11:05 PM
model"google/gemini-3.6-flash-20260721"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency1370
moderation_latency(null)
generation_time12844
tokens_prompt306
tokens_completion1190
native_tokens_prompt288
native_tokens_completion2165
native_tokens_completion_images0
native_tokens_reasoning1610
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"
usage0.0166695
router(null)
provider_responses
0
endpoint_id"5d6d133d-a953-4781-a835-7ee76f4e1388"
id"CdJkaqPME4bJ-8YP9KmMiQY"
is_byokfalse
latency1370
model_permaslug"google/gemini-3.6-flash-20260721"
provider_name"Google AI Studio"
status200
user_agent"langchainjs-openai/1.0.0 ((node/v24.18.0; linux; x64))"
http_referer(null)
request_id"req-1784992265-xC0iRBC0JAeI8tMDtBpE"
session_id(null)
preset_id(null)
api_type"completions"
id"gen-1784992265-Mjs4X2igcpSPDIZgPsC3"
upstream_id"CdJkaqPME4bJ-8YP9KmMiQY"
total_cost0.0166695
cache_discount(null)
upstream_inference_cost0
provider_name"Google AI Studio"
response_cache_source_id(null)
data_region"global"

Evaluation details

Result Evaluator Details Meta Data
100.00% Parse dialogue n/a
dialogue
0
name"Hunter"
dialogue"Excuse me, ma'am. Detective Hunter. Mind if I ask you a few questions? A couple of locals said you were taking pictures near the old orchard right around the time Miller went missing."
detectedLang"en"
heavyLang"en"
scores
en0.8010160880609652
tl0.633956386292835
fr0.6218216929514001
no0.530187924830068
ca0.5248685806712495
nl0.5021186440677966
da0.4659090909090909
it0.4602664216812127
pt0.4493908153701968
sv0.42877977637335923
de0.4279454722492697
ro0.4050632911392405
et0.39056016597510373
es0.3624525230602279
sq0.3579234972677595
is0.31406888499708113
yo0.2985074626865672
tr0.2813455657492354
hr0.25491439441978436
hu0.25396825396825395
ms0.25111536010197577
cs0.2477592829705506
sl0.24193548387096775
fi0.23997412677878394
pl0.2228835978835979
az0.19630642954856362
sk0.18853591160220995
lv0.15528396836808053
lt0.10984848484848486
vi0.10168195718654435
be0.05622489959839357
eu0.05622489959839357
uk0.050888529886914384
reliabletrue
passestrue
1
name"Melanie"
dialogue"Entschuldigung? Ich... ich verstehe Sie nicht. Sprechen Sie Deutsch?"
detectedLang"de"
heavyLang"de"
scores
de0.8372271160474913
nl0.5473908413205538
pl0.34815950920245403
sk0.3122977346278317
lt0.28209459459459457
sv0.2796610169491525
ca0.2722602739726028
da0.256993006993007
it0.24911660777385158
no0.247787610619469
is0.24242424242424243
en0.236983842010772
ms0.2085661080074488
sl0.20560747663551404
cs0.1904761904761905
hr0.1533864541832669
hu0.1448692152917505
es0.1290983606557377
fr0.1290983606557377
pt0.1290983606557377
az0.121900826446281
ro0.121900826446281
sq0.121900826446281
reliabletrue
passestrue
2
name"Hunter"
dialogue"Uh, no. No German. English? You speak any English at all?"
detectedLang"en"
heavyLang"en"
scores
en0.8064516129032258
tl0.6884735202492211
no0.5804195804195804
ca0.5398773006134969
da0.45155393053016457
it0.44029850746268656
ro0.4371482176360225
de0.42196531791907516
sv0.4163424124513619
es0.40828402366863903
hr0.36575052854122625
tr0.34497816593886466
ms0.3212669683257918
sq0.3212669683257918
pt0.3150684931506849
lv0.30394431554524365
sk0.23273657289002556
et0.22680412371134018
cs0.20634920634920634
nl0.20634920634920634
pl0.2
az0.1891891891891892
reliabletrue
passestrue
3
name"Melanie"
dialogue"Nein, leider nicht. Aber bitte... Sie müssen mir helfen. Ich bin ganz zittrig. Schauen Sie sich das an, hier auf dem Display."
detectedLang"de"
heavyLang"de"
scores
de0.8323311748381128
nl0.5804398148148148
en0.348607367475292
da0.34210526315789475
no0.33425160697887973
fr0.32116104868913853
tr0.30754536771728747
sv0.28217821782178215
pt0.2684157416750757
ro0.26545086119554206
pl0.23844537815126046
et0.23199152542372883
sk0.210239651416122
az0.20851528384279477
it0.19084821428571427
cs0.1890380313199105
ms0.1881298992161254
vi0.13069544364508393
eu0.12545235223160436
hr0.12121212121212122
lt0.11800486618004866
es0.11693057247259439
yo0.11477411477411477
ca0.11042944785276074
is0.09488139825218476
sq0.08690176322418136
tl0.08690176322418136
reliabletrue
passestrue
4
name"Hunter"
dialogue"Okay, slow down. You're visibly shaken. What happened out by the festival grounds?"
detectedLang"en"
heavyLang"en"
scores
en0.7998475028593214
tl0.6220302375809936
nl0.4664634146341463
fr0.4615384615384615
da0.4432661717921527
no0.4198895027624309
sv0.4074492099322799
cs0.37722419928825623
ca0.358974358974359
pt0.35185185185185186
it0.3462017434620174
hr0.3379571248423708
es0.3371212121212121
ms0.3286445012787723
sk0.32605905006418484
lt0.2857142857142857
sq0.2837653478854025
et0.2647058823529412
sl0.26264044943820225
pl0.2563739376770538
lv0.21875
az0.18351477449455675
ro0.18351477449455675
yo0.16930379746835442
de0.11764705882352942
hu0.11317567567567569
fi0.10714285714285714
reliabletrue
passestrue
5
name"Melanie"
dialogue"Da war ein Mann im Nebel bei den Apfelbäumen! Er stand einfach da, und dann... von einer Sekunde auf die andere war er weg. Einfach verschwunden!"
detectedLang"de"
heavyLang"de"
scores
de0.8189948892674617
no0.6309161962657404
nl0.6026180458158018
da0.5800395256916996
is0.46507237256135936
sv0.4561740243122201
ro0.3441358024691358
tr0.33800623052959505
eu0.32965299684542587
en0.3264659270998415
lt0.30838079739625707
hr0.3044189852700491
it0.30156121610517667
es0.2504409171075838
sl0.23971377459749554
cs0.2314647377938517
sk0.22797456857402362
pl0.22303473491773307
az0.21150278293135436
ms0.20930232558139533
fr0.1920152091254753
sq0.18893129770992365
tl0.18504314477468842
pt0.18190567853705486
hu0.17153996101364524
yo0.16090819348469892
et0.1431451612903226
fi0.07608695652173912
vi0.06900328587075576
ca0.06490649064906491
reliabletrue
passestrue
6
name"Hunter"
dialogue"Look, I have no idea what you're saying, ma'am. Camera? Did you take a photo of someone out there?"
detectedLang"en"
heavyLang"en"
scores
en0.8099415204678362
tl0.5666666666666667
ca0.4749596122778676
es0.45054945054945056
it0.4237588652482269
no0.38446969696969696
cs0.38271604938271603
de0.38095238095238093
ro0.37319189971070393
fr0.37076476282671833
da0.3551587301587301
pt0.3538767395626242
hr0.3512974051896207
tr0.34010152284263956
yo0.32920536635706915
pl0.3200836820083682
sk0.3107104984093319
sq0.30406852248394006
sv0.3033226152197213
nl0.29501084598698485
lv0.28884026258205686
is0.2588369441277081
hu0.2554410080183276
ms0.2459396751740139
sl0.20537897310513448
lt0.18238993710691823
az0.1698595146871009
vi0.1698595146871009
et0.16237113402061853
hi0.10591471801925723
be0.09722222222222222
eu0.09722222222222222
fi0.08835904628330996
uk0.08835904628330996
reliabletrue
passestrue
7
name"Melanie"
dialogue"Ja, die Kamera! Ich habe abgedrückt, aber auf dem Bild ist nur noch ein seltsamer Schatten zu sehen. Ich habe solche Angst... da stimmt etwas ganz und gar nicht!"
detectedLang"de"
heavyLang"de"
scores
de0.8301855533465872
nl0.49357707509881427
no0.39492325855962224
sv0.3799153055051422
da0.3765206812652068
it0.31300268096514744
fi0.2529154518950437
tr0.24687729610580456
sk0.2127496159754224
sl0.20971472629144178
et0.20604182804027887
pl0.20109119251753704
ms0.19036334913112163
eu0.18908227848101267
yo0.18844022169437846
ro0.1747181964573269
ca0.17071197411003236
hr0.15983606557377047
cs0.14725457570715475
es0.13647851727042964
tl0.11637931034482758
pt0.10947002606429192
lv0.10087719298245613
az0.09372236958443855
hi0.09372236958443855
is0.07906558849955077
en0.07407407407407407
sq0.06818181818181819
vi0.057904411764705885
reliabletrue
passestrue
8
name"Hunter"
dialogue"Whoa, take a breath. Just show me the screen. Point at what you're talking about. Did you see a tall guy? Blue jacket?"
detectedLang"en"
heavyLang"en"
scores
en0.8149093694153688
tl0.6836823734729494
no0.44058641975308643
fr0.43623639191290825
nl0.41390460792239286
da0.3973399833748961
sv0.3766122098022356
et0.37229437229437223
pt0.34150772025431425
es0.2988394584139265
sq0.2913000977517107
sl0.2609582059123343
yo0.23764458464773922
ms0.23684210526315788
fi0.23442449841605068
ca0.22707889125799574
cs0.22459893048128343
it0.2204301075268817
pl0.21366594360086769
hu0.17707150964812712
de0.16857798165137614
is0.16762342135476463
ro0.16087962962962962
sk0.15204678362573099
hr0.13381123058542413
lt0.10161090458488227
tr0.09600997506234414
az0.0880503144654088
eu0.0880503144654088
lv0.0880503144654088
vi0.0880503144654088
reliabletrue
passestrue
9
name"Melanie"
dialogue"Warum verstehen Sie mich denn nicht? Es war dunkel, und diese Person... sie ist wie vom Erdboden verschluckt! Genauso wie die anderen Leute in dieser Stadt!"
detectedLang"de"
heavyLang"de"
scores
de0.8280119950608573
nl0.5913663034367141
da0.4257950530035336
no0.4105199516324063
sv0.37977099236641226
ca0.36811406351263776
ro0.36564736499674694
pl0.346514745308311
en0.3394308943089431
es0.3181818181818182
it0.31530898876404495
lt0.2585551330798479
ms0.23529411764705882
sq0.2181234963913392
tr0.20537897310513448
hu0.19554455445544552
tl0.19154228855721395
eu0.1847826086956522
sl0.18341708542713567
fr0.17860151642796968
az0.17162276975361088
is0.1709183673469388
pt0.1709183673469388
fi0.16737830913748933
lv0.16666666666666666
yo0.1529105125977411
cs0.1402116402116402
hr0.11282984531392175
hi0.09805735430157261
et0.05705996131528047
sk0.05705996131528047
reliabletrue
passestrue
10
name"Hunter"
dialogue"Alright, I'm trying to work with you here, but my German starts and ends with 'auf Wiedersehen'. Did you see the missing man or not?"
detectedLang"en"
heavyLang"en"
scores
en0.7965345234969808
tl0.6584398413397974
de0.5314389359129383
da0.4673539518900343
nl0.45993031358885017
no0.4083969465648855
sv0.4083969465648855
fr0.4038461538461538
pl0.35416666666666663
yo0.3498322147651006
cs0.3260869565217392
ms0.30243024302430244
lv0.28439519852262235
sk0.2757009345794392
et0.27502338634237605
it0.26817752596789424
lt0.249031007751938
ca0.24610894941634243
sq0.24242424242424243
is0.2357001972386588
ro0.22731804586241278
sl0.20431211498973306
hr0.19772256728778467
fi0.17640807651434642
tr0.1603466955579632
az0.14835164835164832
eu0.1292134831460674
es0.08284023668639054
pt0.07738095238095237
reliabletrue
passestrue
11
name"Melanie"
dialogue"Bitte, Sie tragen eine Marke! Sie sind doch von der Polizei, oder? Sie müssen da rausgehen und nachsehen!"
detectedLang"de"
heavyLang"de"
scores
de0.8203592814371257
no0.5798319327731093
da0.5370370370370371
nl0.5256916996047432
eu0.39999999999999997
pl0.39759036144578314
sv0.39271255060728744
az0.37629937629937626
et0.3756503642039542
hr0.3637327677624602
sl0.3637327677624602
it0.3610223642172524
tr0.3548387096774194
ro0.35275080906148865
cs0.3340732519422864
sk0.3273542600896861
pt0.2982456140350877
fi0.28741092636579574
es0.27007299270072993
sq0.2601726263871763
tl0.250936329588015
en0.2125984251968504
is0.2052980132450331
ms0.20212765957446807
lv0.12917271407837447
lt0.12663755458515283
fr0.12023460410557184
hu0.1111111111111111
yo0.1111111111111111
ca0.10714285714285714
vi0.09502262443438914
reliabletrue
passestrue
12
name"Hunter"
dialogue"Damn it, I need to know if this shadow on your screen is a person or just a tree branch... Hold on."
detectedLang"en"
heavyLang"en"
scores
en0.800531914893617
tl0.6325780771586038
da0.5169082125603864
sv0.5161290322580645
no0.511002444987775
yo0.5057660626029654
hr0.49324324324324326
et0.4915254237288135
pl0.4863013698630137
cs0.48320413436692505
ca0.47368421052631576
sk0.46761313220940554
nl0.43977591036414565
fr0.4269340974212034
hu0.4230769230769231
sq0.4230769230769231
lv0.4094488188976378
lt0.39271255060728744
it0.39209726443769
ro0.38271604938271603
is0.3775933609958506
pt0.36238044633368754
fi0.3311036789297659
es0.329608938547486
de0.3150684931506849
sl0.3135011441647597
ms0.2762364294330519
tr0.2628992628992629
az0.24242424242424243
vi0.18144611186903137
hi0.12280701754385964
be0.1044776119402985
eu0.1044776119402985
uk0.09502262443438914
reliabletrue
passestrue
13
name"Hunter"
dialogue"Hunter here... What? Another signal picked up near the creek? I'm two minutes away."
detectedLang"en"
heavyLang"en"
scores
en0.8204667863554758
tl0.5563442768411713
nl0.4753410283315845
fr0.4469026548672566
da0.42528735632183906
es0.41245593419506466
no0.37888198757763975
sq0.375
de0.3718592964824121
sv0.36143039591315457
ca0.3581514762516046
it0.29775280898876405
pt0.28366762177650434
ms0.2816091954022989
et0.2223950233281493
cs0.21875
sk0.21875
sl0.20760697305863707
ro0.20508744038155804
yo0.17627677100494232
fi0.12587412587412586
hr0.11816578483245149
lt0.11190053285968028
pl0.11190053285968028
tr0.10554561717352416
reliabletrue
passestrue
14
name"Melanie"
dialogue"Warten Sie! Sie können doch jetzt nicht einfach gehen! Was ist denn passiert?"
detectedLang"de"
heavyLang"de"
scores
de0.8461064943059403
nl0.577345731191885
no0.43883277216610556
fi0.3573264781491003
sv0.3531694695989651
is0.3438320209973753
en0.3169398907103825
pl0.3006993006993007
eu0.284692417739628
it0.284692417739628
ca0.26578560939794427
da0.258160237388724
tr0.24698795180722888
ms0.2223950233281493
hu0.17763157894736845
hi0.1749174917491749
pt0.17218543046357618
cs0.16666666666666666
fr0.1638795986622074
yo0.1482112436115843
az0.1334488734835355
es0.12280701754385964
et0.11504424778761062
reliabletrue
passestrue
15
name"Hunter"
dialogue"Look, stay right here at this table. Don't move, and don't delete those pictures. I'm coming back with someone from the station who speaks your language."
detectedLang"en"
heavyLang"en"
scores
en0.827115559599636
tl0.6576576576576577
fr0.5365853658536586
no0.4800218938149972
da0.463882618510158
ro0.43317422434367536
nl0.39528962444302995
de0.37335092348284965
yo0.34437543133195303
et0.3209435310936383
ca0.3140794223826715
es0.30758017492711365
sq0.302496328928047
sv0.2952522255192878
ms0.2857142857142857
it0.21746293245469525
pt0.2096505823627288
tr0.18664383561643835
sl0.17962003454231434
lv0.1332116788321168
lt0.12683823529411764
hr0.12280701754385964
hu0.08123791102514508
is0.08123791102514508
fi0.07945736434108527
eu0.07587548638132297
zh0.07497565725413825
az0.06219151036525173
cs0.06219151036525173
pl0.06219151036525173
sk0.058473736372646176
reliabletrue
passestrue
16
name"Melanie"
dialogue"Bitte kommen Sie schnell zurück! Ich glaube wirklich, dass jemand da draußen in großer Gefahr ist!"
detectedLang"de"
heavyLang"de"
scores
de0.8284313725490196
da0.42291838417147576
no0.4057724957555179
nl0.37888198757763975
sv0.3670886075949367
pl0.3482309124767225
it0.32038834951456313
ro0.2886178861788618
sl0.2835209825997953
yo0.2639327024185068
en0.2545260915867945
et0.24242424242424243
tr0.21787709497206703
az0.21348314606741572
ms0.18887601390498263
tl0.1822429906542056
pt0.15254237288135594
eu0.15048543689320387
sk0.15048543689320387
hr0.14425427872860636
lt0.13366336633663367
fi0.1315136476426799
hi0.1315136476426799
lv0.12718204488778054
hu0.10600255427841634
is0.0990990990990991
fr0.0967741935483871
es0.08256880733944955
vi0.08256880733944955
reliabletrue
passestrue