Run: 2026-07-25-01KYCTVQYRPCF7NRV2WXX8G9FR

Run Details

Model:
Gemini 3.6 Flash (Reasoning)
Test:
Language Writing
Scenario:
Character dialogue (French) in a story
Duration:
13.5s
Cost:
$0.016476
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="Marie"> Marie is a 30-year old college student on a study abroad program. Born in France, she is fluent in French 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 French, 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: Marie 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 French, and Hunter looks confused. They talk for a while, until Hunter gets a call and has to leave. Return the dialogue between Marie and Hunter as a voice sheet: Marie: "..." Hunter: "..."

Model response

AI
Hunter: "Excuse me, ma'am. Detective Hunter, county sheriff’s department. Mind if I ask you a few questions about what happened down by the old apple orchard an hour ago?" Marie: "Pardon ? Je... je ne comprends pas ce que vous dites. Vous êtes de la police ?" Hunter: "Whoa, hold on a second. English? Do you speak English?" Marie: "Non, non... pas anglais. Français. Oh mon Dieu, c'était effrayant... J'étais simplement en train de prendre des photos du paysage, et puis..." Hunter: "Look, miss, I don't know any French. Not a word. I just need to know if you saw anyone near the tree line around three o'clock." Marie: "Regardez ma caméra ! J'ai entendu un bruit étrange, un cri, et quand j'ai regardé à travers l'objectif... un homme a disparu ! Il a juste... disparu dans les arbres !" Hunter: "Woah, easy there. You're shaking. What are you pointing at? Your camera?" Marie: "Oui, l'appareil photo ! Les images... je crois que j'ai pris une photo de lui juste avant ! C'est horrible, je ne sais pas quoi faire !" Hunter: "Slow down. Camera. Did you take a picture of something? Can you show me?" Marie: "Je ne comprends pas ce que vous me demandez ! S'il vous plaît, dites-moi que ce n'est pas un cauchemar... Qu'est-ce qui se passe dans cette ville ?" Hunter: "Great. A key witness who speaks zero English. Just my luck in a town of three thousand people." Marie: "Vous devez m'aider ! Je suis seule ici, je suis juste une étudiante... Je veux rentrez chez moi !" Hunter: "Alright, calm down, ma'am. Deep breaths. Just hang tight while I try to call someone from the station who speaks—" Marie: "Mon Dieu, mon cœur bat si vite..." Hunter: "Hunter here... What? Another disappearace reported near the fairgrounds? I'm two minutes away, hold the scene." Marie: "Vous partez ? Non, ne me laissez pas seule ! S'il vous plaît !" Hunter: "I have to go, miss. Emergency. Don't leave this cafe—I'm coming right back, and I'm bringing someone who can translate. Stay. Right. Here."
created_at"2026-07-25T14:28:57.915Z" 7/25/2026, 2:28:57 PM
model"google/gemini-3.6-flash-20260721"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency1678
moderation_latency(null)
generation_time12463
tokens_prompt303
tokens_completion1127
native_tokens_prompt284
native_tokens_completion2140
native_tokens_completion_images0
native_tokens_reasoning1603
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"
usage0.016476
router(null)
provider_responses
0
endpoint_id"5d6d133d-a953-4781-a835-7ee76f4e1388"
id"KchkaoH4O6PO_uMP59HXkQo"
is_byokfalse
latency1678
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-1784989737-Pi4dNCOPddlQjV6bUWlk"
session_id(null)
preset_id(null)
api_type"completions"
id"gen-1784989737-P9jPoF0lzJGIc5wKGUyR"
upstream_id"KchkaoH4O6PO_uMP59HXkQo"
total_cost0.016476
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, county sheriff’s department. Mind if I ask you a few questions about what happened down by the old apple orchard an hour ago?"
detectedLang"en"
heavyLang"en"
scores
en0.793980652096023
tl0.5650529500756429
fr0.5387083834737264
no0.451858913250715
it0.4301288404360753
ca0.4226907630522089
sq0.41624365482233505
nl0.4135645079041305
ro0.40904419321685515
de0.4059917355371901
es0.38138784292630445
pt0.37971952535059333
sv0.3621741541874653
da0.3458475540386803
cs0.3356441363373772
yo0.29012345679012347
ms0.28169893816364777
pl0.2656449553001277
sk0.2585428755641522
hr0.2488569562377531
hu0.24540682414698162
et0.2117888965044551
sl0.20907840440165062
tr0.1941135248773651
az0.18727915194346292
vi0.1738505747126437
lt0.15689149560117305
eu0.1314199395770393
fi0.10714285714285714
is0.10714285714285714
lv0.10366328916601715
be0.05737704918032788
uk0.05193734542456719
reliabletrue
passestrue
1
name"Marie"
dialogue"Pardon ? Je... je ne comprends pas ce que vous dites. Vous êtes de la police ?"
detectedLang"fr"
heavyLang"fr"
scores
fr0.8024126455906821
ca0.6824866310160428
es0.6444610778443113
ro0.6385083713850837
it0.6160064672594988
tl0.5573159366262814
pt0.5518867924528302
lt0.5484790874524715
nl0.5352250489236791
en0.5301681503461919
cs0.5182555780933064
sl0.49360341151385934
sq0.49252136752136755
hr0.48759439050701187
ms0.44379391100702575
de0.4418331374853114
yo0.4235436893203884
sk0.3886743886743887
no0.3725231175693527
tr0.3572395128552098
hu0.3484224965706447
da0.3055555555555556
sv0.2994100294985251
lv0.28785607196401797
pl0.27370030581039756
fi0.2658423493044822
eu0.2566510172143975
et0.2531446540880503
az0.22512234910277326
vi0.15026833631484796
reliabletrue
passestrue
2
name"Hunter"
dialogue"Whoa, hold on a second. English? Do you speak English?"
detectedLang"en"
heavyLang"en"
scores
en0.8059508408796896
tl0.6277915632754343
cs0.5821727019498607
fr0.5683453237410072
hr0.5664739884393063
sk0.5290423861852434
pl0.5253164556962026
pt0.49664429530201337
ro0.48805460750853247
yo0.4755244755244755
da0.460431654676259
it0.4444444444444444
ca0.4392523364485981
et0.41972920696324956
fi0.4152046783625731
sl0.4117647058823529
sq0.38650306748466257
vi0.37629937629937626
hu0.34210526315789475
no0.336283185840708
nl0.3258426966292135
de0.31662870159453305
ms0.3103448275862069
sv0.3103448275862069
es0.3055555555555556
hi0.21875
lt0.21465968586387435
tr0.20424403183023873
is0.2
az0.1891891891891892
eu0.1891891891891892
lv0.1891891891891892
reliabletrue
passestrue
3
name"Marie"
dialogue"Non, non... pas anglais. Français. Oh mon Dieu, c'était effrayant... J'étais simplement en train de prendre des photos du paysage, et puis..."
detectedLang"fr"
heavyLang"fr"
scores
fr0.8013169845594914
ca0.6123172352680549
en0.5310825294748124
da0.5184369840396258
nl0.508150646430579
no0.4648318042813456
de0.45550715619166154
es0.44409148665819564
pt0.44373808010171645
tl0.41937624419376246
sv0.40637720488466755
eu0.39696760854583046
lt0.38466947960618847
ro0.3794326241134752
sq0.35424354243542433
it0.34701492537313433
sl0.3061062648691515
tr0.28101889893179954
lv0.2714404662781016
sk0.24633936261843237
hr0.2456896551724138
ms0.24111014744145706
yo0.21312949640287768
hu0.2081447963800905
cs0.1957720588235294
is0.18071161048689138
az0.17763157894736845
et0.15213178294573643
hi0.15048543689320387
pl0.13537549407114624
vi0.10164271047227927
fi0.08759124087591241
reliabletrue
passestrue
4
name"Hunter"
dialogue"Look, miss, I don't know any French. Not a word. I just need to know if you saw anyone near the tree line around three o'clock."
detectedLang"en"
heavyLang"en"
scores
en0.8271889400921658
tl0.6373307543520309
cs0.4113029827315541
ca0.39222042139384117
sv0.3907392363931763
yo0.375
no0.35842600513259193
da0.3438320209973753
et0.32855863921217543
hr0.32855863921217543
pl0.32795698924731176
sk0.3081180811808118
it0.2970946579194002
sq0.27466150870406186
lv0.2537313432835821
lt0.2492492492492493
ms0.24318869828456105
pt0.237029501525941
es0.23469387755102045
ro0.23391215526046988
tr0.23076923076923078
hu0.2291880781089414
sl0.21956295525494277
fr0.20634920634920634
nl0.17035398230088497
is0.15540540540540537
az0.1506228765571914
vi0.1506228765571914
be0.08536585365853659
eu0.08536585365853659
de0.08200734394124846
fi0.07749077490774908
uk0.07749077490774908
reliabletrue
passestrue
5
name"Marie"
dialogue"Regardez ma caméra ! J'ai entendu un bruit étrange, un cri, et quand j'ai regardé à travers l'objectif... un homme a disparu ! Il a juste... disparu dans les arbres !"
detectedLang"fr"
heavyLang"fr"
scores
fr0.7841009743135519
ca0.6454545454545454
it0.506578947368421
pt0.49481865284974086
es0.47580645161290325
ro0.46221731936017646
da0.45893451720310763
en0.4457077885162024
no0.4220509780675756
et0.4108761329305136
nl0.37898089171974525
tl0.346514745308311
sk0.3285123966942149
cs0.3090007087172218
yo0.30257510729613735
tr0.23529411764705882
de0.22985781990521328
eu0.2034313725490196
vi0.20212765957446807
hu0.19620774938169827
lv0.19554455445544552
pl0.17860151642796968
sq0.17442845046570704
sv0.1709183673469388
ms0.16666666666666666
hr0.16595380667236956
az0.15948275862068964
sl0.1402116402116402
is0.13869257950530034
lt0.13101604278074866
fi0.12634408602150538
reliabletrue
passestrue
6
name"Hunter"
dialogue"Woah, easy there. You're shaking. What are you pointing at? Your camera?"
detectedLang"en"
heavyLang"en"
scores
en0.8120300751879699
tl0.6686303387334315
ro0.4994438264738598
de0.47674418604651164
no0.4186046511627907
it0.4007989347536618
nl0.3835616438356164
fr0.35988620199146515
da0.3580599144079886
ms0.3487698986975398
sv0.34114202049780384
is0.24496644295302009
pt0.23469387755102045
ca0.1847826086956522
es0.18032786885245902
pl0.16974169741697415
lt0.16044776119402984
cs0.14772727272727273
sq0.14772727272727273
hr0.12959381044487428
reliabletrue
passestrue
7
name"Marie"
dialogue"Oui, l'appareil photo ! Les images... je crois que j'ai pris une photo de lui juste avant ! C'est horrible, je ne sais pas quoi faire !"
detectedLang"fr"
heavyLang"fr"
scores
fr0.8175989387574618
ca0.6168137482582442
es0.484375
ro0.4811320754716981
en0.47418738049713194
pt0.4380108991825613
nl0.42267319804058784
tl0.35039370078740156
it0.3352135374697824
no0.3352135374697824
sq0.3102006688963211
da0.30143945808636746
de0.3002544529262086
eu0.2807323452484743
sv0.2807323452484743
cs0.2775831873905429
sl0.2673179396092362
hr0.2560865644724977
tr0.2410303587856486
et0.23892988929889297
yo0.23752310536044363
ms0.20596727622714148
lt0.19668938656280427
fi0.18558736426456074
hu0.17828685258964144
sk0.14948453608247422
lv0.11099137931034482
pl0.09934497816593887
hi0.08536585365853659
az0.07094594594594594
reliabletrue
passestrue
8
name"Hunter"
dialogue"Slow down. Camera. Did you take a picture of something? Can you show me?"
detectedLang"en"
heavyLang"en"
scores
en0.8038763267189664
tl0.6449456975772766
it0.5137299771167049
nl0.5046620046620046
es0.49162679425837325
fr0.48233861144945184
pt0.47400990099009904
ro0.46874999999999994
sl0.44152431011826543
ca0.4256756756756757
yo0.4162087912087912
ms0.41135734072022156
de0.40807799442896936
sq0.4064245810055866
no0.375
cs0.33070866141732286
hr0.3178170144462279
is0.2784380305602716
et0.27101200686106347
hu0.2685025817555938
tr0.2659758203799654
az0.256993006993007
sv0.25438596491228066
fi0.24511545293072823
sk0.23423423423423423
pl0.19811320754716982
lt0.16173570019723865
da0.1448692152917505
eu0.1414141414141414
lv0.1414141414141414
vi0.1414141414141414
reliabletrue
passestrue
9
name"Marie"
dialogue"Je ne comprends pas ce que vous me demandez ! S'il vous plaît, dites-moi que ce n'est pas un cauchemar... Qu'est-ce qui se passe dans cette ville ?"
detectedLang"fr"
heavyLang"fr"
scores
fr0.806072695035461
ca0.6483118971061094
it0.5679012345679012
es0.5547073791348601
pt0.49275362318840576
da0.4700181708055724
en0.46711327649208284
nl0.4520976831559173
no0.4496855345911949
ro0.44267515923566875
de0.42244224422442245
et0.3944636678200692
sq0.3940443213296399
fi0.37766714082503555
sl0.3732091690544413
sv0.36224489795918363
ms0.35803374908290536
hr0.3227554179566564
tl0.3126472898664572
yo0.3005595523581135
cs0.29435483870967744
lt0.29149797570850206
lv0.23580786026200873
hu0.23178226514486389
tr0.16745956232159848
sk0.14215686274509806
is0.12761714855433698
pl0.09420289855072464
reliabletrue
passestrue
10
name"Hunter"
dialogue"Great. A key witness who speaks zero English. Just my luck in a town of three thousand people."
detectedLang"en"
heavyLang"en"
scores
en0.8178904428904429
tl0.5742506811989101
ro0.4202226345083488
de0.4153414405986903
it0.37311935807422264
nl0.3602865916069601
no0.3596311475409836
sv0.35500515995872034
yo0.33862433862433866
et0.3272335844994618
cs0.31917211328976036
pl0.31015452538631344
sl0.2807825086306099
da0.259478672985782
sk0.2568370986920333
ca0.2541766109785203
ms0.251497005988024
hr0.22744128553770088
is0.20785804816223066
hu0.1997439180537772
az0.19768934531450577
lv0.1883116883116883
pt0.1830065359477124
es0.17437252311756934
fr0.15768194070080863
lt0.11598302687411598
tr0.10968660968660969
sq0.10329985652797705
eu0.10071942446043164
vi0.10071942446043164
fi0.09156976744186046
reliabletrue
passestrue
11
name"Marie"
dialogue"Vous devez m'aider ! Je suis seule ici, je suis juste une étudiante... Je veux rentrez chez moi !"
detectedLang"fr"
heavyLang"fr"
scores
fr0.8054114158636027
pt0.4211686879823594
de0.4198895027624309
es0.4074492099322799
nl0.3937644341801385
ro0.37796208530805686
tl0.37125748502994016
sl0.32778489116517284
hr0.32605905006418484
en0.3208279430789133
no0.2895805142083897
et0.2647058823529412
yo0.2369186046511628
ms0.2335766423357664
cs0.21875
sk0.2164179104477612
ca0.21524663677130043
da0.21407185628742514
sv0.2081447963800905
it0.1873065015479876
pl0.14772727272727273
sq0.14772727272727273
eu0.1191275167785235
az0.11616161616161616
tr0.11616161616161616
reliabletrue
passestrue
12
name"Hunter"
dialogue"Alright, calm down, ma'am. Deep breaths. Just hang tight while I try to call someone from the station who speaks—"
detectedLang"en"
heavyLang"en"
scores
en0.7960108794197642
tl0.5628238341968912
da0.4625796178343949
no0.46215139442231074
yo0.4538834951456311
sv0.4250425894378194
fr0.3503368623676612
et0.34971098265895956
nl0.3290258449304175
pl0.32432432432432434
hr0.3202416918429003
cs0.30698151950718683
sq0.29245283018867924
de0.28038379530916846
sk0.28038379530916846
lv0.2686890574214518
lt0.26390403489640135
it0.24412094064949608
ca0.24157303370786518
sl0.21420256111757857
es0.20867526377491208
ro0.1983372921615202
ms0.1687192118226601
tr0.16044776119402984
az0.15730337078651685
fi0.1083223249669749
pt0.10358565737051792
zh0.10239361702127658
be0.09395973154362416
hu0.09029649595687331
is0.08536585365853659
uk0.08536585365853659
vi0.08536585365853659
reliabletrue
passestrue
13
name"Marie"
dialogue"Mon Dieu, mon cœur bat si vite..."
detectedLang"fr"
heavyLang"fr"
scores
fr0.685251798561151
sq0.5501285347043702
eu0.5138888888888888
no0.47761194029850745
tl0.44267515923566875
ro0.43910256410256415
it0.42434210526315785
sk0.41275167785234906
yo0.41275167785234906
cs0.40476190476190477
sl0.38811188811188807
ca0.37722419928825623
es0.375
da0.308300395256917
hi0.308300395256917
lt0.29149797570850206
reliabletrue
passestrue
14
name"Hunter"
dialogue"Hunter here... What? Another disappearace reported near the fairgrounds? I'm two minutes away, hold the scene."
detectedLang"en"
heavyLang"en"
scores
en0.799405646359584
tl0.6245828698553949
fr0.49776785714285715
da0.4538834951456311
sv0.43133951137320975
nl0.3626062322946175
no0.3577545195052331
ro0.3433852140077821
es0.3202416918429003
de0.30769230769230765
sq0.30769230769230765
it0.3055555555555556
ms0.303405572755418
pt0.2834394904458599
cs0.26310043668122274
pl0.24242424242424243
ca0.23469387755102045
sl0.22680412371134018
et0.17481662591687042
hr0.17380660954712362
sk0.17380660954712362
lt0.16974169741697415
yo0.13682864450127877
fi0.09638554216867469
tr0.08038147138964578
reliabletrue
passestrue
15
name"Marie"
dialogue"Vous partez ? Non, ne me laissez pas seule ! S'il vous plaît !"
detectedLang"fr"
heavyLang"fr"
scores
fr0.8029279279279279
sq0.5668316831683169
it0.5460440985732815
lt0.5345744680851064
ca0.521203830369357
sl0.4470774091627172
en0.4363929146537842
nl0.4186046511627907
ms0.40476190476190477
es0.36247723132969034
ro0.360146252285192
pt0.34579439252336447
hr0.33962264150943394
lv0.3333333333333333
eu0.3230174081237911
et0.32038834951456313
fi0.317738791423002
no0.317738791423002
tr0.3150684931506849
cs0.29292929292929293
hu0.29292929292929293
az0.18604651162790697
de0.18604651162790697
tl0.18604651162790697
da0.1764705882352941
sv0.1764705882352941
pl0.16666666666666666
sk0.15254237288135594
yo0.14425427872860636
reliabletrue
passestrue
16
name"Hunter"
dialogue"I have to go, miss. Emergency. Don't leave this cafe—I'm coming right back, and I'm bringing someone who can translate. Stay. Right. Here."
detectedLang"en"
heavyLang"en"
scores
en0.8172352680549402
tl0.6187615526802218
da0.4791666666666667
no0.43142660234321156
pl0.3888888888888889
it0.38109527381845465
es0.3683001531393568
yo0.3648960739030023
hr0.3614551083591331
pt0.3276283618581907
fr0.32377049180327866
ca0.3176178660049628
ro0.3008474576271187
nl0.2966751918158568
sq0.27055702917771884
de0.2692648361381754
cs0.26339285714285715
sv0.24726277372262775
sk0.2445054945054945
lv0.233983286908078
lt0.22096317280453256
ms0.20520231213872833
tr0.20289855072463767
az0.1943359375
sl0.1791044776119403
vi0.15471311475409835
is0.14596273291925466
et0.12882787750791974
be0.0782122905027933
eu0.07511210762331838
hu0.07511210762331838
uk0.07094594594594594
reliabletrue
passestrue