Run: 2026-10-13-01M4V235EPGTC58HJCHD83E9X6

Run Details

Model:
Gemini 4 Argon (Reasoning, Medium)
Test:
Language Writing
Scenario:
Character dialogue (French) in a story
Duration:
7.4s
Cost:
$0.005934
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 PD. I noticed you’ve got a serious camera setup there. Were you by any chance taking photos near the old orchard last night? A man went missing right after the Apple Festival setup, and I'm looking for witnesses." Marie: "Oh, mon Dieu... Le verger? Oui, j'étais là-bas pour photographier le coucher de soleil! C'était horrible, j'ai entendu des cris, et j'ai vu deux ombres près de la grange!" Hunter: "Whoa, hold on a second. Slow down. What are you saying? Are you... speaking French? Look, I don't understand a single word of that." Marie: "Je ne parle pas anglais! S'il vous plaît, vous devez m'écouter! Il y avait un homme en danger, je crois que j'ai pris une photo de la voiture qui partait!" Hunter: "Okay, deep breaths, ma'am. You look like you've seen a ghost, and you're shaking. Did you... wait. 'Photo'? Did you just say photo? Are you pointing at your camera because you took a picture of something?" Marie: "Oui! La photo! Regardez l'écran! C'est très sombre, mais on peut voir quelque chose juste ici, derrière les pommiers!" Hunter: "I have no idea what 'wee' means, miss, and pointing at these blurry trees isn't telling me much without context. Do you have a translation app on your phone? Or someone I can call who speaks English?" Marie: "Mon téléphone est cassé! Mais regardez bien! Zoom! Là, c'est une plaque d'immatriculation, n'est-ce pas? Vous êtes la police, faites quelque chose!" Hunter: "A license plate... Wait a minute. You actually got a shot of a license plate in the dark? Hang on, don't move a muscle. My phone's ringing, I have to take this. ... Hunter here. Wait, you found his jacket by the river? Damn it. Look, miss, I have to go right now, it's an emergency. Stay right here at this cafe, okay? *Stay.* I'm going to send an officer down with the high school French teacher to talk to you." Marie: "Mais monsieur! Attendez! Vous ne pouvez pas partir maintenant, et la photo?!"
created_at"2026-10-13T16:38:53.155Z" 10/13/2026, 4:38:53 PM
model"google/gemini-4-argon-20261013"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency1117
moderation_latency(null)
generation_time7377
tokens_prompt303
tokens_completion503
native_tokens_prompt317
native_tokens_completion530
native_tokens_completion_images0
native_tokens_reasoning0
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(null)
usage0.005934
router(null)
user_agent"langchainjs-openai/1.0.0 ((node/v24.21.0; linux; x64))"
http_referer(null)
request_id"req-1791909533-zlbnDre5D5IEMXVNLUKP"
session_id(null)
preset_id(null)
api_type"completions"
id"gen-1791909533-9Cm4nKKF3hBrQcl5ohnN"
upstream_id"nV7OaoSIDrGs1MkPlcb_iA4"
provider_responses
0
endpoint_id"4934736c-d662-4fe3-98eb-56def8c8c174"
id"nV7OaoSIDrGs1MkPlcb_iA4"
is_byokfalse
latency1117
model_permaslug"google/gemini-4-argon-20261013"
provider_name"Google AI Studio"
status200
total_cost0.005934
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 PD. I noticed you’ve got a serious camera setup there. Were you by any chance taking photos near the old orchard last night? A man went missing right after the Apple Festival setup, and I'm looking for witnesses."
detectedLang"en"
heavyLang"en"
scores
en0.7808496291301417
tl0.6205930422600979
fr0.5460893854748603
da0.5047241694605303
no0.5
nl0.4821542383683875
de0.4769874476987448
it0.4744501940491591
pt0.4502706359945873
sv0.4390749050742147
ca0.43438914027149317
es0.4133574007220217
sq0.37834736036725325
ro0.37763309076982
cs0.3383550488599349
sk0.306740614334471
ms0.3055555555555556
sl0.29623213512343005
hr0.2816091954022989
pl0.2633726201269266
et0.25492893168271435
yo0.2511520737327189
lt0.23673085955847814
lv0.2331288343558282
is0.2228598756575801
fi0.21535490101400287
hu0.18871692461308037
az0.1875
tr0.17763157894736845
vi0.07565415244596131
hi0.04524089306698002
be0.04129793510324484
eu0.04129793510324484
uk0.037322274881516584
reliabletrue
passestrue
1
name"Marie"
dialogue"Oh, mon Dieu... Le verger? Oui, j'étais là-bas pour photographier le coucher de soleil! C'était horrible, j'ai entendu des cris, et j'ai vu deux ombres près de la grange!"
detectedLang"fr"
heavyLang"fr"
scores
fr0.7955607476635514
ca0.5310406431442608
en0.4553941908713693
es0.4302767227346717
da0.4179600886917961
no0.4104435710275126
nl0.39481268011527376
de0.3934142114384749
it0.36363636363636365
tl0.3617021276595745
pt0.31640625
ro0.31417374265186154
yo0.30601454064771977
eu0.25479063165365506
sv0.24623115577889448
tr0.19478527607361962
vi0.18667699457784664
cs0.1640127388535032
sq0.16
hu0.1566265060240964
lt0.14703493095044678
sl0.1435562805872757
sk0.1372226787181594
ms0.13437757625721353
et0.1300745650372825
hi0.1286307053941909
az0.1169049621530698
lv0.08854166666666667
pl0.0625
hr0.05998209489704566
reliabletrue
passestrue
2
name"Hunter"
dialogue"Whoa, hold on a second. Slow down. What are you saying? Are you... speaking French? Look, I don't understand a single word of that."
detectedLang"en"
heavyLang"en"
scores
en0.8156795281395921
tl0.6590909090909091
no0.5036399735274653
da0.4541484716157206
nl0.45255474452554745
ro0.4509516837481699
sv0.423963133640553
fr0.4204018547140649
it0.4004796163069544
de0.39999999999999997
cs0.3872549019607844
ca0.37080536912751677
sk0.3670886075949367
yo0.3444055944055944
pl0.3438320209973753
is0.3315508021390375
hr0.3112947658402204
pt0.28842504743833014
et0.27184466019417475
tr0.24774322968906717
lt0.23625254582484725
ms0.23625254582484725
es0.23469387755102045
hu0.2291880781089414
fi0.22118380062305293
sq0.21548117154811713
az0.1506228765571914
lv0.1506228765571914
vi0.1506228765571914
sl0.10714285714285714
hi0.10071942446043164
be0.08536585365853659
eu0.08536585365853659
uk0.07749077490774908
reliabletrue
passestrue
3
name"Marie"
dialogue"Je ne parle pas anglais! S'il vous plaît, vous devez m'écouter! Il y avait un homme en danger, je crois que j'ai pris une photo de la voiture qui partait!"
detectedLang"fr"
heavyLang"fr"
scores
fr0.8162423807816421
ca0.5980392156862745
es0.5468611847922192
it0.5121370775821037
en0.5093346098611776
ro0.4867300951427141
nl0.4477370689655173
sl0.44624527282549975
da0.4392778993435449
no0.42577030812324934
sq0.39420803782505914
sv0.3927725118483412
lt0.36374922408441956
yo0.36335403726708076
pt0.362958359229335
hr0.36256218905472637
de0.35003170577045023
cs0.33785529715762275
tr0.33311646063760575
lv0.3256578947368421
tl0.31438127090301005
fi0.2761299435028249
ms0.25670775924583034
sk0.2540029112081513
pl0.24521354933726064
az0.24242424242424243
hu0.2316341829085457
et0.2287434161023326
eu0.18000000000000002
vi0.15078707539353772
is0.11561691113028472
hi0.06987295825771324
reliabletrue
passestrue
4
name"Hunter"
dialogue"Okay, deep breaths, ma'am. You look like you've seen a ghost, and you're shaking. Did you... wait. 'Photo'? Did you just say photo? Are you pointing at your camera because you took a picture of something?"
detectedLang"en"
heavyLang"en"
scores
en0.7946513849092646
tl0.6331058020477816
ro0.4160782183595872
fr0.4138495092693566
no0.3909348441926345
de0.33436532507739936
it0.32262129804662887
nl0.3068987749838814
yo0.27217332430602575
sv0.27019687712152074
ms0.2621825669183253
pt0.24877707896575824
da0.23104434907010016
ca0.22661870503597123
is0.22382671480144403
es0.22326589595375723
cs0.21704297159504732
hr0.19776119402985076
pl0.154874213836478
sl0.13654618473895583
lt0.13515687851971037
et0.13306451612903225
hu0.12672623883021933
sq0.11740558292282431
sk0.10788381742738588
hi0.06684027777777778
tr0.06684027777777778
az0.061135371179039305
eu0.061135371179039305
lv0.061135371179039305
vi0.061135371179039305
fi0.05536028119507908
reliabletrue
passestrue
5
name"Marie"
dialogue"Oui! La photo! Regardez l'écran! C'est très sombre, mais on peut voir quelque chose juste ici, derrière les pommiers!"
detectedLang"fr"
heavyLang"fr"
scores
fr0.8117386489479512
ca0.5055264688772542
en0.4775660725261217
es0.42528735632183906
tl0.35993975903614456
it0.3541033434650456
nl0.34565050038491146
et0.34514637904468415
pt0.32216905901116427
ro0.31396287328490724
no0.21875
de0.20037629350893696
pl0.16420845624385447
yo0.16420845624385447
cs0.16090819348469892
hi0.15924826904055392
fi0.15
da0.1370558375634518
hr0.09381663113006397
vi0.08993576017130622
sq0.08405172413793104
sk0.08108108108108109
lv0.08008658008658008
sl0.08008658008658008
eu0.07709011943539631
ms0.07306434023991276
sv0.06695938529088914
reliabletrue
passestrue
6
name"Hunter"
dialogue"I have no idea what 'wee' means, miss, and pointing at these blurry trees isn't telling me much without context. Do you have a translation app on your phone? Or someone I can call who speaks English?"
detectedLang"en"
heavyLang"en"
scores
en0.8118940818984228
tl0.5940037476577139
fr0.4700366897676315
da0.46830265848670755
no0.4280686317641883
ca0.42452412571934484
pt0.4031221303948576
nl0.40009229349330877
it0.3911007025761124
de0.3725868725868726
hr0.36954413191076624
et0.36923823386705484
es0.3618065783014237
sv0.3561168895492818
sq0.3541977148534526
ms0.3503248375812094
pl0.3483709273182958
ro0.3319630010277493
yo0.3260756868843961
cs0.3092454835281615
sk0.30220075147611375
vi0.26345609065155806
tr0.2550143266475645
fi0.2215568862275449
sl0.21544960772480387
lv0.20294297976701411
lt0.18648310387984982
az0.17144678138942002
hu0.1464215364412344
is0.14077990746860541
eu0.0953375086986778
hi0.06069364161849711
zh0.05591866376180102
be0.051094890510948905
uk0.046221570066030816
reliabletrue
passestrue
7
name"Marie"
dialogue"Mon téléphone est cassé! Mais regardez bien! Zoom! Là, c'est une plaque d'immatriculation, n'est-ce pas? Vous êtes la police, faites quelque chose!"
detectedLang"fr"
heavyLang"fr"
scores
fr0.813262889415194
en0.5422063421170166
it0.46447230929989547
ro0.4395844723892838
tl0.4305555555555555
es0.4251261918115536
ca0.4228603603603604
de0.36923076923076925
nl0.3335500650195058
pt0.3202917771883289
da0.30883344571813887
sq0.25670775924583034
yo0.25508720930232553
sv0.22465960665658097
hu0.20419254658385094
cs0.20233463035019456
lt0.19607843137254902
no0.19607843137254902
vi0.19036334913112163
sk0.18196328810853948
hr0.14082145850796313
fi0.13937867338371118
ms0.13937867338371118
sl0.13647851727042964
et0.1357504215851602
az0.12691652470187395
tr0.12167952013710367
eu0.0840035746201966
lv0.07989228007181329
pl0.07906558849955077
hi0.07071622846781504
zh0.06987295825771324
reliabletrue
passestrue
8
name"Hunter"
dialogue"A license plate... Wait a minute. You actually got a shot of a license plate in the dark? Hang on, don't move a muscle. My phone's ringing, I have to take this. ... Hunter here. Wait, you found his jacket by the river? Damn it. Look, miss, I have to go right now, it's an emergency. Stay right here at this cafe, okay? Stay. I'm going to send an officer down with the high school French teacher to talk to you."
detectedLang"en"
heavyLang"en"
scores
en0.8096120201708347
tl0.6463391320971132
no0.448090692124105
da0.43939393939393934
nl0.4028405422853454
de0.386604774535809
it0.38023450586264657
fr0.3791946308724832
yo0.3775235531628533
ro0.37626432906271073
pl0.36426116838487976
sv0.34559603820304213
cs0.34490084985835695
ca0.3395215994287754
sk0.3366798135532449
sl0.30763473053892215
es0.2870905587668594
hr0.28405572755417957
sq0.2809949475320637
pt0.2801556420233463
ms0.2776259273721203
et0.23585295332507225
lv0.17923691215616683
vi0.16853932584269662
lt0.1670418730301666
tr0.1537053979871912
fi0.13348946135831383
is0.10929224843524314
hu0.1075735648818138
az0.10498306724721819
eu0.08596837944664032
hi0.043433298862461216
be0.03645833333333333
uk0.032932566649242025
reliabletrue
passestrue
9
name"Marie"
dialogue"Mais monsieur! Attendez! Vous ne pouvez pas partir maintenant, et la photo?!"
detectedLang"fr"
heavyLang"fr"
scores
fr0.8242383662537663
ca0.6423705722070845
en0.5653973509933775
es0.5028409090909091
it0.5018975332068311
no0.4912790697674419
tl0.47500000000000003
pt0.4615384615384615
ro0.4491080797481637
sq0.42497261774370204
et0.4094488188976378
lt0.4094488188976378
lv0.39236111111111116
nl0.3794326241134752
da0.3667068757539204
de0.3155149934810952
cs0.3073878627968338
tr0.3009320905459388
sl0.27083333333333337
hr0.25531914893617025
fi0.2510699001426534
ms0.22680412371134018
yo0.22337278106508876
hu0.2164179104477612
sv0.21052631578947367
vi0.13793103448275862
az0.13223140495867766
eu0.13223140495867766
hi0.12790697674418602
is0.1264559068219634
pl0.11764705882352942
sk0.10714285714285714
reliabletrue
passestrue