Run: 2026-09-03-01M1KR87NGFX24P0ST6ZHDDYN3

Run Details

Model:
Gemini 3.7 Flash (Reasoning, Medium)
Test:
Language Writing
Scenario:
Character dialogue (French) in a story
Duration:
7.2s
Cost:
$0.005485
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, miss. Detective Hunter, Alborn Police Department. Mind if I ask you a few questions about what you saw out by the Miller orchard yesterday evening?" Marie: "Pardon ? Je... je ne comprends pas. Qu'est-ce qui se passe, monsieur ?" Hunter: "I just need a straight answer. A local resident went missing near the ridge, and a few folks in town mentioned seeing a young woman with a camera wandering past the fence line right before sundown." Marie: "Oh mon Dieu... L'homme... l'homme dans les arbres ? C'était affreux... J'ai vu quelqu'un courir dans la brume, et puis il y a eu ce cri. Un cri terrible..." Hunter: "Look, ma'am, I don't speak... whatever language that is. French? Spanish? I need you to slow down and talk to me in English. Did you see someone out there or not?" Marie: "Non, s'il vous plaît, écoutez-moi ! Regardez l'écran de l'appareil ! Il y avait une voiture noire cachée derrière les pommiers. Les phares étaient éteints. J'ai eu si peur que je me suis enfuie en courant..." Hunter: "Easy now. I can tell you're upset, but rapid-fire foreign words aren't helping either of us. Just point. Did you take a picture of the suspect?" Marie: "Pourquoi vous me regardez comme ça ? Je veux vous aider, mais je ne sais pas comment dire ! Regardez cette photo... Il y avait du sang sur les branches, juste ici ! Mes mains tremblent encore depuis hier soir !" Hunter: "Wait. What are you pointing at on that display? Let me see that camera for a second—" Hunter: "Hold on. Hunter speaking. ... What? When? The old cider mill? Copy that, dispatch, keep the perimeter locked down. I'm three minutes out." Hunter: "Listen to me. Don't leave this cafe. Stay right in that chair. I'm going to find someone who speaks French, and we're going to go through every single picture on that memory card. Understand? Stay." Marie: "Monsieur ? Attendez, où est-ce que vous allez ? Ne me laissez pas seule avec ces photos, j'ai peur qu'il revienne !"
created_at"2026-09-03T13:45:06.999Z" 9/3/2026, 1:45:06 PM
model"google/gemini-3.7-flash-20260813"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency1320
moderation_latency(null)
generation_time7119
tokens_prompt303
tokens_completion811
native_tokens_prompt284
native_tokens_completion1406
native_tokens_completion_images0
native_tokens_reasoning892
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"
usage0.0054855
router(null)
user_agent"langchainjs-openai/1.0.0 ((node/v24.19.0; linux; x64))"
http_referer(null)
request_id"req-1788443107-NMssYUJneQMC6KjEvJpd"
session_id(null)
preset_id(null)
api_type"completions"
id"gen-1788443107-kfUrB5pjgKhl1rwm5pbb"
upstream_id"43mZaoaICfSa-8YPnfWK4Q0"
provider_responses
0
endpoint_id"dd072012-3274-417d-97e3-e290cba37e31"
id"43mZaoaICfSa-8YPnfWK4Q0"
is_byokfalse
latency1320
model_permaslug"google/gemini-3.7-flash-20260813"
provider_name"Google AI Studio"
status200
total_cost0.0054855
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, miss. Detective Hunter, Alborn Police Department. Mind if I ask you a few questions about what you saw out by the Miller orchard yesterday evening?"
detectedLang"en"
heavyLang"en"
scores
en0.7925721058870012
tl0.6184593023255814
fr0.5783132530120482
no0.5450606585788562
nl0.5207667731629393
da0.5136637332098194
it0.5102611940298507
ca0.5100326644890341
sv0.4878048780487805
ro0.47813121272365805
pt0.4514106583072101
sq0.4330453563714903
es0.4308943089430894
cs0.42084942084942084
de0.4074492099322799
sk0.34701492537313433
ms0.34497816593886466
hr0.3433395872420263
hu0.33879093198992444
pl0.32432432432432434
et0.3208279430789133
sl0.3073878627968338
tr0.2981283422459893
az0.29006085192697767
yo0.2636746143057504
is0.24242424242424243
lt0.2227979274611399
fi0.22048997772828507
lv0.17452830188679244
eu0.13509060955518945
vi0.11242603550295857
be0.0625
uk0.05660377358490566
reliabletrue
passestrue
1
name"Marie"
dialogue"Pardon ? Je... je ne comprends pas. Qu'est-ce qui se passe, monsieur ?"
detectedLang"fr"
heavyLang"fr"
scores
fr0.81044650379107
it0.6265560165975104
ca0.6243739565943239
ro0.5135135135135136
cs0.5081967213114754
nl0.5
sl0.49037372593431483
pt0.48805460750853247
lt0.48156682027649766
hr0.4809688581314879
sq0.4375
es0.42820838627700125
de0.4201030927835051
en0.39999999999999997
tl0.3775933609958506
yo0.375
da0.3715083798882682
sv0.34210526315789475
no0.33920704845814975
fi0.296875
et0.26229508196721313
ms0.24874791318864775
sk0.24369747899159663
lv0.18625678119349007
tr0.17279411764705882
pl0.16820702402957485
hu0.15413533834586465
is0.1262135922330097
reliabletrue
passestrue
2
name"Hunter"
dialogue"I just need a straight answer. A local resident went missing near the ridge, and a few folks in town mentioned seeing a young woman with a camera wandering past the fence line right before sundown."
detectedLang"en"
heavyLang"en"
scores
en0.7942884801548887
tl0.6255506607929515
nl0.5319383259911894
da0.5135444486837085
no0.5099923136049194
sv0.4974379188017343
ro0.4806517311608961
it0.4606598984771573
ca0.45997458703939004
fr0.44274475524475526
de0.4140625
sq0.37407952871870404
ms0.3640897755610973
es0.3524631792788217
et0.3514750762970499
pt0.3504839531329597
cs0.3474923234390993
yo0.3345511482254697
hr0.29558011049723754
sl0.2676622630672027
pl0.2663981588032221
hu0.25482174167153715
is0.2513211978860834
tr0.2508813160987074
sk0.24734356552538367
az0.2460082791247782
fi0.18426103646833014
lt0.17529107373868047
lv0.17475728155339806
vi0.09446022727272727
be0.05204460966542751
eu0.05204460966542751
uk0.04708520179372198
reliabletrue
passestrue
3
name"Marie"
dialogue"Oh mon Dieu... L'homme... l'homme dans les arbres ? C'était affreux... J'ai vu quelqu'un courir dans la brume, et puis il y a eu ce cri. Un cri terrible..."
detectedLang"fr"
heavyLang"fr"
scores
fr0.7981157469717362
ca0.5918367346938775
es0.5265649658074698
it0.5258166491043204
ro0.45652173913043476
da0.4174757281553398
no0.399599733155437
en0.35668334524660467
pt0.29189614476789927
et0.2857142857142857
nl0.2641046606704824
tl0.26229508196721313
yo0.2604765817584223
de0.24242424242424243
hu0.24114671163575044
pl0.23011120615911035
vi0.21875
az0.21602787456445993
lv0.20844327176781002
sq0.19642857142857142
cs0.18404351767905713
sv0.18256130790190736
fi0.17657822506861848
sk0.17506874427131072
hr0.172033118675253
sl0.15174363807728558
tr0.15174363807728558
lt0.0835030549898167
hi0.07975460122699386
is0.07692307692307693
eu0.07216494845360825
ms0.06542056074766354
reliabletrue
passestrue
4
name"Hunter"
dialogue"Look, ma'am, I don't speak... whatever language that is. French? Spanish? I need you to slow down and talk to me in English. Did you see someone out there or not?"
detectedLang"en"
heavyLang"en"
scores
en0.8194945848375451
tl0.5547640249332146
no0.40723177237700064
nl0.3954050785973398
yo0.3726474278544542
ro0.3634627625716105
de0.3630573248407643
da0.3610223642172524
et0.35275080906148865
sv0.3265993265993266
sq0.3055555555555556
it0.2952783650458069
sl0.2663242846661775
pl0.25650557620817843
pt0.24868519909842227
hr0.2464204973624718
ms0.24127465857359634
cs0.2389649923896499
fr0.2372234935163997
hu0.2260061919504644
es0.21752738654147105
is0.19289749798224373
lt0.18699186991869918
sk0.16943521594684383
lv0.15611814345991562
tr0.1289198606271777
az0.1281604184829991
ca0.12126537785588754
eu0.07235621521335807
fi0.06976744186046512
be0.06542056074766354
uk0.059266227657572904
vi0.059266227657572904
reliabletrue
passestrue
5
name"Marie"
dialogue"Non, s'il vous plaît, écoutez-moi ! Regardez l'écran de l'appareil ! Il y avait une voiture noire cachée derrière les pommiers. Les phares étaient éteints. J'ai eu si peur que je me suis enfuie en courant..."
detectedLang"fr"
heavyLang"fr"
scores
fr0.8059941129248059
ca0.5032545392257622
en0.4696415508412582
es0.46136701337295694
nl0.4390715667311412
it0.3654266958424508
pt0.34743474347434744
ro0.34566787003610105
sl0.3385036496350365
tl0.32432432432432434
no0.308206106870229
da0.27752864972595914
de0.26321138211382117
sq0.2479253112033195
fi0.24518479958355027
yo0.2372435560231457
cs0.18858421936205932
sv0.18858421936205932
hr0.186307519640853
sk0.1849353569421023
tr0.16762342135476463
pl0.16136495083863506
eu0.13793103448275862
et0.12121212121212122
az0.10933660933660934
hu0.10161090458488227
ms0.09204758922980588
lv0.0903387703889586
is0.0845959595959596
vi0.06330749354005168
lt0.047306176084099864
reliabletrue
passestrue
6
name"Hunter"
dialogue"Easy now. I can tell you're upset, but rapid-fire foreign words aren't helping either of us. Just point. Did you take a picture of the suspect?"
detectedLang"en"
heavyLang"en"
scores
en0.7975486977456774
tl0.6409161490683231
fr0.516213389121339
da0.46438911407064276
no0.449404761904762
ro0.44477791116446574
nl0.4160353535353536
ca0.4134432466708941
sv0.3646978021978022
yo0.3495077355836849
pt0.32678311499272195
hr0.3065967016491754
de0.30503380916604056
it0.30293896006028637
et0.300302571860817
sq0.27734375
pl0.2588141025641026
is0.25643086816720256
cs0.2540322580645161
ms0.2393092105263158
es0.23172757475083056
fi0.223993288590604
sl0.21142369991474852
tr0.1949521322889469
hu0.19425087108013936
lt0.19001751313485116
az0.18502202643171806
sk0.17923691215616683
lv0.12570888468809074
vi0.12570888468809074
be0.07035175879396985
eu0.07035175879396985
uk0.06376518218623482
reliabletrue
passestrue
7
name"Marie"
dialogue"Pourquoi vous me regardez comme ça ? Je veux vous aider, mais je ne sais pas comment dire ! Regardez cette photo... Il y avait du sang sur les branches, juste ici ! Mes mains tremblent encore depuis hier soir !"
detectedLang"fr"
heavyLang"fr"
scores
fr0.8142482517482518
en0.5535714285714286
es0.4541952054794521
nl0.4504310344827586
ca0.4370860927152318
de0.42515779981965734
tl0.4186046511627907
it0.4058713886300093
no0.40420560747663553
da0.39858490566037735
ro0.37925998052580334
sq0.3583291394061399
pt0.3474923234390993
sl0.30213464696223313
lt0.2697594501718213
cs0.25612602100350057
et0.2535128805620609
hr0.24645390070921988
sv0.2323901264298615
hu0.21634910878918256
az0.20708955223880596
tr0.20511221945137156
ms0.20212765957446807
pl0.2016280525986224
vi0.1899618805590851
lv0.18111753371868977
sk0.17315175097276264
fi0.16448230668414154
yo0.15056628914057296
eu0.1431451612903226
hi0.05695266272189349
reliabletrue
passestrue
8
name"Hunter"
dialogue"Wait. What are you pointing at on that display? Let me see that camera for a second—"
detectedLang"en"
heavyLang"en"
scores
en0.8204514363885089
tl0.6854403834631515
fr0.5933384972889233
ro0.5911214953271028
it0.5772946859903382
da0.5156826568265683
no0.5147874306839186
et0.47864945382323737
pt0.47813121272365805
cs0.4702320887991927
es0.4496855345911949
ca0.4485294117647059
nl0.4366952789699571
de0.42497261774370204
ms0.37125748502994016
sq0.35503685503685506
fi0.35424354243542433
sl0.3502475247524753
pl0.34863523573200994
sk0.3429286608260325
hr0.3371212121212121
sv0.3
yo0.2698191933240611
lt0.24242424242424243
hu0.2290748898678414
is0.2222222222222222
hi0.13793103448275862
tr0.12790697674418602
az0.11764705882352942
eu0.11764705882352942
lv0.11764705882352942
vi0.11764705882352942
reliabletrue
passestrue
9
name"Hunter"
dialogue"Hold on. Hunter speaking. ... What? When? The old cider mill? Copy that, dispatch, keep the perimeter locked down. I'm three minutes out."
detectedLang"en"
heavyLang"en"
scores
en0.7866097626033609
tl0.6256434253626579
fr0.5079950799507995
de0.47264337508239945
sv0.4715984147952444
no0.41733430444282593
da0.4143484626647145
nl0.4020926756352765
ca0.36808846761453395
ms0.35275080906148865
pt0.3447993447993448
et0.34264585045193097
sq0.3371996685998343
it0.31798806479113384
ro0.3174061433447099
es0.2687385740402194
fi0.2673992673992674
sk0.26335174953959484
tr0.2366412213740458
cs0.21491658488714427
hr0.21104536489151873
lt0.20713577799801783
sl0.1935483870967742
yo0.18533604887983707
pl0.15522703273495247
hi0.09502262443438914
is0.08151549942594719
az0.07940161104718067
lv0.06868451688009314
reliabletrue
passestrue
10
name"Hunter"
dialogue"Listen to me. Don't leave this cafe. Stay right in that chair. I'm going to find someone who speaks French, and we're going to go through every single picture on that memory card. Understand? Stay."
detectedLang"en"
heavyLang"en"
scores
en0.8180832946276513
tl0.6289864224818441
no0.41043652784746615
da0.3899273104880582
de0.38897555902236086
yo0.3457683741648107
nl0.3391451068616423
it0.3350311262026033
pl0.3212016175621028
sv0.3196294151708164
fr0.309635722679201
sk0.3084167157151266
ro0.3071933962264151
sl0.29934406678592723
es0.2610062893081761
fi0.2600755667506297
et0.2482405630198337
hr0.23701298701298698
sq0.232527759634226
cs0.23102094240837695
ms0.21614409606404267
pt0.21509686038744155
lv0.15039768618944324
ca0.12509307520476545
is0.10917361637604246
eu0.09055727554179567
lt0.08131352619233777
az0.06671961874503574
hi0.06671961874503574
hu0.06374501992031872
tr0.05394524959742351
reliabletrue
passestrue
11
name"Marie"
dialogue"Monsieur ? Attendez, où est-ce que vous allez ? Ne me laissez pas seule avec ces photos, j'ai peur qu'il revienne !"
detectedLang"fr"
heavyLang"fr"
scores
fr0.8291069459757442
it0.46292446292446293
ca0.4495738636363636
es0.43962400578452643
en0.4305657604702424
pt0.39310884886452624
sq0.37399030694668817
no0.3621399176954732
nl0.36108821104699096
ro0.35416666666666663
lt0.34433164128595606
fi0.2824074074074074
tl0.27973977695167285
da0.27230046948356806
sl0.2688679245283019
de0.2633079847908745
lv0.24390243902439027
et0.23945044160942097
hr0.19017763845350052
hu0.18677859391395593
ms0.17815482502651114
tr0.1702355460385439
sv0.1648706896551724
cs0.09568261376896149
hi0.0903755868544601
sk0.08500590318772137
reliabletrue
passestrue