Run: 2026-10-13-01M4V21JGTZJE6S0BCDM31TK2V

Run Details

Model:
Gemini 4 Argon (Reasoning, Medium)
Test:
Language Writing
Scenario:
Character dialogue (French) in a story
Duration:
10.0s
Cost:
$0.007014
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. I understand you were up near the old orchard last night taking pictures. Another local went missing around the same time, just two days before the Apple Festival. Did you see anything unusual?" Marie: "Mon Dieu... Hier soir? Oui, j'étais là-bas avec mon appareil photo. J'ai entendu des bruits étranges dans les arbres, comme une lutte! J'ai eu tellement peur que je me suis enfuie!" Hunter: "Whoa, hold on a second. Sorry, you lost me completely. What language is that? Look, I don't need a whole story, just a simple 'yes' or 'no'. Did you see anyone out there?" Marie: "Je ne comprends pas! S'il vous plaît, parlez plus lentement! Regardez... j'ai pris cette photo juste avant de courir. Il y a une ombre là-bas, près de la grange, vous voyez?" Hunter: "Okay, I have no idea what you're saying, ma'am. Not a single word. Wait—why are you pointing at your camera screen? Is that the orchard? Let me see that." Marie: "Oui, regardez l'écran! C'est flou parce que mes mains tremblaient, mais il y avait quelqu'un. Une grande silhouette! C'est terrible, qu'est-ce qui se passe dans cette petite ville?" Hunter: "Look, I can tell you're shaken up, and I want to help, but we're getting nowhere fast. You clearly don't speak English, and I sure as hell don't speak... whatever this is. Just stay calm, okay? Breathe." Marie: "Vous êtes de la police, n'est-ce pas? Vous devez faire quelque chose! Je ne suis qu'une étudiante ici, je voulais juste photographier les pommiers, pas être témoin d'un crime!" Hunter: "Wait, 'police'? You said 'police,' right? Yeah, that's me. Badge. Detective. Look, I'm going to need to take this memory card into evidence, alright? Can you give me the card?" Marie: "Ma carte mémoire? Mais... tout mon travail pour l'université est dessus! Enfin, d'accord, prenez-la si ça peut aider à retrouver la personne disparue. C'est tellement angoissant." Hunter: "Damn it, that's my phone. Hang on a second. ... Hunter here. Where? Near the creek? Keep the area secure, I'm on my way. ... Look, miss, I have to go. Don't leave Alborn, okay? Stay right here. I'll find someone in this town who can translate and I'll be back." Marie: "Attendez! Vous partez déjà? Mais qu'est-ce que je dois faire, moi? Monsieur? Oh, quelle catastrophe..."
created_at"2026-10-13T16:38:01Z" 10/13/2026, 4:38:01 PM
model"google/gemini-4-argon-20261013"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency1457
moderation_latency(null)
generation_time9974
tokens_prompt303
tokens_completion589
native_tokens_prompt317
native_tokens_completion638
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)
usage0.007014
router(null)
user_agent"langchainjs-openai/1.0.0 ((node/v24.21.0; linux; x64))"
http_referer(null)
request_id"req-1791909481-CJW27KsK0q6PhBnN4i8c"
session_id(null)
preset_id(null)
api_type"completions"
id"gen-1791909481-3CoaqdCwNZWvdNorItrE"
upstream_id"aV7OapDBBMXUjMcP8YTo4QQ"
provider_responses
0
endpoint_id"4934736c-d662-4fe3-98eb-56def8c8c174"
id"aV7OapDBBMXUjMcP8YTo4QQ"
is_byokfalse
latency1457
model_permaslug"google/gemini-4-argon-20261013"
provider_name"Google AI Studio"
status200
total_cost0.007014
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. I understand you were up near the old orchard last night taking pictures. Another local went missing around the same time, just two days before the Apple Festival. Did you see anything unusual?"
detectedLang"en"
heavyLang"en"
scores
en0.7998314369995786
tl0.6439280359820089
no0.5317121261912586
nl0.4957537154989384
da0.4946808510638298
fr0.49016100178890876
sv0.45150115473441105
ca0.4318181818181818
pt0.4176542705353495
es0.40501043841336115
et0.40451316339323024
de0.4025157232704403
ro0.39848037146475307
it0.3785433929350196
sq0.3632707774798928
ms0.3181818181818182
hr0.28535606820461384
cs0.26960533059969244
sl0.2488139167105957
pl0.20745272525027808
is0.20168067226890754
sk0.1971830985915493
fi0.17199302730970367
yo0.15829887773183698
az0.14721723518850988
tr0.13109756097560976
hu0.12844036697247707
lv0.12790697674418602
lt0.1171003717472119
be0.04682274247491639
uk0.04233870967741936
vi0.04233870967741936
reliabletrue
passestrue
1
name"Marie"
dialogue"Mon Dieu... Hier soir? Oui, j'étais là-bas avec mon appareil photo. J'ai entendu des bruits étranges dans les arbres, comme une lutte! J'ai eu tellement peur que je me suis enfuie!"
detectedLang"fr"
heavyLang"fr"
scores
fr0.7979162924375786
ca0.49460916442048514
en0.48886869604725125
nl0.4414101290963257
pt0.3980738362760835
da0.3672665916760405
es0.35750999428897773
no0.35603892386949054
cs0.31444241316270566
de0.303405572755418
it0.2554599602911979
sk0.25099866844207724
tl0.23208191126279862
et0.2305061559507524
sl0.22786547700754975
yo0.21820708825573315
hr0.21548117154811713
ro0.1715758468335788
sq0.16044776119402984
sv0.16044776119402984
ms0.14056531703590527
tr0.12723041117145073
pl0.12314886983632112
vi0.12246489859594385
hi0.12109375000000001
fi0.11487018095987411
hu0.10358565737051792
lt0.09783480352846832
eu0.08759124087591241
lv0.08312958435207823
az0.05303030303030303
reliabletrue
passestrue
2
name"Hunter"
dialogue"Whoa, hold on a second. Sorry, you lost me completely. What language is that? Look, I don't need a whole story, just a simple 'yes' or 'no'. Did you see anyone out there?"
detectedLang"en"
heavyLang"en"
scores
en0.8118279569892474
tl0.58984375
fr0.4694290045477514
et0.4514106583072101
it0.44119212346993075
ro0.4385026737967915
ca0.4330453563714903
nl0.4006849315068493
pt0.36594202898550726
da0.358974358974359
es0.3558282208588957
cs0.34210526315789475
no0.32992980216975115
sk0.32778489116517284
sq0.3212669683257918
de0.31282722513089006
yo0.3064729194187582
sv0.284741144414169
sl0.28082191780821925
hr0.2778541953232462
hu0.26419060967063773
fi0.2584745762711864
pl0.23076923076923078
is0.23020527859237538
ms0.22566371681415928
lt0.16534181240063595
eu0.12353923205342236
tr0.12280701754385964
az0.11242603550295857
lv0.11242603550295857
vi0.11242603550295857
hi0.07407407407407407
be0.0625
uk0.05660377358490566
reliabletrue
passestrue
3
name"Marie"
dialogue"Je ne comprends pas! S'il vous plaît, parlez plus lentement! Regardez... j'ai pris cette photo juste avant de courir. Il y a une ombre là-bas, près de la grange, vous voyez?"
detectedLang"fr"
heavyLang"fr"
scores
fr0.8068069713909897
ca0.6248403575989784
es0.5545868081880213
it0.5451025938830817
ro0.5337301587301587
en0.5303756994404477
tl0.4823788546255507
nl0.47544642857142855
no0.45500927643784783
da0.43672099712368173
pt0.42288801571709234
sq0.39774474628395695
de0.38352570828961174
sv0.3802742616033755
yo0.3686190220311661
cs0.3504698728579326
hr0.33390022675736963
hu0.3320068220579875
lt0.3262614678899083
tr0.32432432432432434
sl0.30390995260663506
pl0.3005952380952381
sk0.28440925700365405
ms0.2724458204334365
vi0.2582070707070707
et0.24679487179487183
az0.24485861182519283
fi0.1719520789288231
lv0.16488983653162756
eu0.15223665223665225
hi0.06150159744408946
is0.060000000000000005
reliabletrue
passestrue
4
name"Hunter"
dialogue"Okay, I have no idea what you're saying, ma'am. Not a single word. Wait—why are you pointing at your camera screen? Is that the orchard? Let me see that."
detectedLang"en"
heavyLang"en"
scores
en0.8047276464542651
tl0.6602288984263234
no0.5013123359580052
nl0.46145124716553293
it0.4476744186046512
ro0.4470314318975553
da0.4457409568261376
ca0.40883634100808963
es0.3994943109987357
ms0.3968253968253968
fr0.39528962444302995
sv0.3493150684931507
pt0.31308749096167754
yo0.31308749096167754
sq0.31259044862518093
cs0.3100944081336238
hr0.3060628195763331
tr0.3030080704328687
pl0.2952522255192878
et0.29157345264727813
hu0.28409947249434814
de0.2808478425435276
sk0.2759146341463415
is0.24302788844621515
sl0.22952149229521493
lv0.21746293245469525
lt0.1955969517358171
fi0.18941979522184302
az0.12280701754385964
vi0.12280701754385964
be0.06862745098039216
eu0.06862745098039216
uk0.06219151036525173
reliabletrue
passestrue
5
name"Marie"
dialogue"Oui, regardez l'écran! C'est flou parce que mes mains tremblaient, mais il y avait quelqu'un. Une grande silhouette! C'est terrible, qu'est-ce qui se passe dans cette petite ville?"
detectedLang"fr"
heavyLang"fr"
scores
fr0.8021640826873385
it0.5356330553449583
ca0.5317278287461774
es0.49359239355105416
pt0.4673913043478261
en0.4388456252863032
da0.42244224422442245
ro0.39595660749506906
no0.38872255489021956
de0.35253699788583504
sv0.3511652542372881
nl0.3353228431904503
et0.3011979463776383
tl0.3007990867579909
sl0.2690930787589499
fi0.2647058823529412
sq0.2516799022602321
pl0.21423989737010904
hr0.18927862342819324
hu0.16666666666666666
cs0.13732394366197184
az0.12687099073414113
yo0.12437455325232309
tr0.11933860531991373
lt0.11870503597122302
ms0.11103047895500726
sk0.09527326440177253
is0.09460458240946046
vi0.07407407407407407
lv0.06702208682406702
reliabletrue
passestrue
6
name"Hunter"
dialogue"Look, I can tell you're shaken up, and I want to help, but we're getting nowhere fast. You clearly don't speak English, and I sure as hell don't speak... whatever this is. Just stay calm, okay? Breathe."
detectedLang"en"
heavyLang"en"
scores
en0.8100500777067863
tl0.5633187772925764
no0.3861607142857143
nl0.3820224719101124
sv0.3746446844798181
yo0.32598039215686275
da0.30947897049591966
hr0.2637215528781794
de0.22644163150492264
cs0.22206506364922204
hu0.21652421652421652
sq0.21484653818700927
ca0.20977011494252876
it0.2040520984081042
pt0.20289855072463767
pl0.19177075679647318
ms0.18938835666912307
is0.1729323308270677
ro0.17231000752445447
sk0.15644171779141106
lv0.14396887159533073
lt0.13180741910023677
et0.13043478260869565
fr0.12698412698412698
tr0.11788291900561347
az0.11290322580645161
sl0.0990990990990991
be0.05982905982905983
uk0.05417024935511608
vi0.05417024935511608
reliabletrue
passestrue
7
name"Marie"
dialogue"Vous êtes de la police, n'est-ce pas? Vous devez faire quelque chose! Je ne suis qu'une étudiante ici, je voulais juste photographier les pommiers, pas être témoin d'un crime!"
detectedLang"fr"
heavyLang"fr"
scores
fr0.8175749107281478
en0.5192307692307693
ro0.5073375262054507
ca0.4796279893711249
it0.44887429643527205
tl0.42401960784313725
es0.4226044226044226
nl0.39774474628395695
pt0.3974358974358974
sq0.3526170798898072
sl0.3454038997214485
hr0.31286549707602335
de0.3067846607669617
cs0.3055555555555556
no0.3014268727705113
lt0.2791411042944785
ms0.24872122762148338
et0.24582798459563543
sk0.24437299035369778
lv0.23452768729641696
yo0.229002624671916
da0.22646477946017116
fi0.19077134986225894
sv0.18346073662265464
tr0.18346073662265464
pl0.18232428670842032
hu0.17774667599720081
eu0.16666666666666666
az0.1051028179741051
vi0.06671961874503574
hi0.06150159744408946
reliabletrue
passestrue
8
name"Hunter"
dialogue"Wait, 'police'? You said 'police,' right? Yeah, that's me. Badge. Detective. Look, I'm going to need to take this memory card into evidence, alright? Can you give me the card?"
detectedLang"en"
heavyLang"en"
scores
en0.8052092609082813
tl0.5835316515944788
fr0.4455006337135614
sq0.3902439024390244
cs0.3763364219529579
no0.37095614665708126
es0.3691420331651046
sl0.36363636363636365
it0.35850439882697943
ro0.3561442236938926
pt0.3508902077151336
da0.34701492537313433
yo0.3055555555555556
et0.2833742833742834
ca0.2732558139534884
nl0.26593959731543626
sk0.2391304347826087
lv0.2324561403508772
hr0.23110720562390158
ms0.21875
de0.15295256534365925
sv0.14215686274509806
tr0.14131501472031402
pl0.13366336633663367
lt0.10623084780388152
az0.08088235294117647
fi0.07894736842105263
reliabletrue
passestrue
9
name"Marie"
dialogue"Ma carte mémoire? Mais... tout mon travail pour l'université est dessus! Enfin, d'accord, prenez-la si ça peut aider à retrouver la personne disparue. C'est tellement angoissant."
detectedLang"fr"
heavyLang"fr"
scores
fr0.8123123123123124
it0.5497118155619597
ca0.513807856865033
ro0.5109546165884193
pt0.49124949124949124
es0.4692144373673036
en0.41369606003752346
de0.3540051679586563
tl0.3533367822038283
no0.34141201264488935
da0.31917211328976036
sk0.31091510474090406
sq0.3051695386325736
nl0.2989343802579922
yo0.27578215527230593
tr0.2647058823529412
sv0.24562462281231143
cs0.24150485436893204
hu0.19768934531450577
hr0.18513689700130379
lt0.18460534898891065
sl0.178172255095332
et0.16499665998663995
eu0.16219839142091153
pl0.15711395819285234
ms0.1519674355495251
az0.13254684247050658
vi0.11473087818696884
fi0.09090909090909091
hi0.058734939759036146
lv0.05660377358490566
is0.04798172124904798
reliabletrue
passestrue
10
name"Hunter"
dialogue"Damn it, that's my phone. Hang on a second. ... Hunter here. Where? Near the creek? Keep the area secure, I'm on my way. ... Look, miss, I have to go. Don't leave Alborn, okay? Stay right here. I'll find someone in this town who can translate and I'll be back."
detectedLang"en"
heavyLang"en"
scores
en0.8123220295107431
tl0.5879511224779767
yo0.4197679071628651
da0.3917785234899329
pl0.35669920141969835
fr0.35064935064935066
it0.3500672344240251
sq0.34948407357559447
ro0.345372460496614
no0.32839277443260767
nl0.32116104868913853
de0.2913000977517107
hr0.2902594224180127
cs0.28851815505397443
ca0.28711897738446407
sk0.2778884462151395
sv0.2620865139949109
es0.25103305785123964
sl0.24987066735644073
lt0.22790202342917998
lv0.21959095801937567
pt0.199337382661513
vi0.19623059866962306
az0.19578480310593457
tr0.19265033407572385
hu0.18994413407821228
et0.18949133594186698
ms0.18721973094170402
fi0.1280817799158148
is0.08690176322418136
eu0.08632640201638311
hi0.054758800521512385
be0.046052631578947366
uk0.04163912756113682
reliabletrue
passestrue
11
name"Marie"
dialogue"Attendez! Vous partez déjà? Mais qu'est-ce que je dois faire, moi? Monsieur? Oh, quelle catastrophe..."
detectedLang"fr"
heavyLang"fr"
scores
fr0.8104008667388949
pt0.5355009953550101
it0.5205479452054795
ca0.47368421052631576
es0.4602929838087896
nl0.4190871369294606
de0.38380281690140844
en0.3761140819964349
ro0.35004642525533886
tl0.3157380254154448
no0.3103448275862069
sl0.30624380574826565
cs0.2849846782431052
sk0.2835209825997953
da0.27007299270072993
et0.2677824267782427
hr0.2537313432835821
pl0.24731182795698922
yo0.24078091106290672
sv0.2299229922992299
lv0.17452830188679244
ms0.16864608076009502
sq0.16765755053507728
tr0.15865384615384615
fi0.1452991452991453
az0.10256410256410256
eu0.10256410256410256
lt0.0967741935483871
hu0.08256880733944955
reliabletrue
passestrue