Run: 2026-07-25-01KYCXWKFJVCAVRRMS4BVQMEXB

Run Details

Model:
Gemini 3.6 Flash (Reasoning, Minimal)
Test:
Language Writing
Scenario:
Character dialogue (French) in a story
Duration:
4.2s
Cost:
$0.004348
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
Marie: "Ah, regarde-moi cette lumière... Parfaite pour les pommiers, mais tellement sombre pour le reste." Hunter: "Excuse me, miss. Mind if I sit down for a second? I'm Detective Hunter." Marie: "Oh! Bonjour... Monsieur?" Hunter: "Right. Look, I’m investigating the disappearance of the young man from the bakery last night. It happened right down the street from here. Did you happen to see anything unusual around midnight?" Marie: "Qu'est-ce qu'il dit? Boulangerie?... Ah, non, non... C'était horrible. J'étais là avec mon appareil photo..." Hunter: "Whoa, hold on. You... don't speak English, do you? Uh, 'appareil'? You were taking pictures?" Marie: "Oui! Les photos! J'ai vu une ombre... Une grande silhouette près de la voiture noire. Et puis... plus rien! L'homme avait disparu! J'ai eu tellement peur, j'ai couru jusqu'à ma chambre!" Hunter: "Okay, I'm getting a lot of emotion here, but I don't understand a single word. Shadow? Car? You look like you've seen a ghost, ma'am. Did you snap a photo of whatever scared you?" Marie: "Regardez! Je tremble encore! Je cherchais de beaux paysages pour le festival de la pomme, pas... pas un enlèvement! C'est un cauchemar cette ville!" Hunter: "Look, try to calm down. Camera? Can you show me the... *images*? Pictures? On the screen?" Marie: "Mon appareil? Vous voulez voir? Mais... la photo est trop sombre, on ne voit presque rien, juste... juste les yeux." Hunter: "Just show me the—" [Hunter's phone rings loudly, cutting him off. He pulls it out and checks the screen.] Hunter: "Damn it. Hunter here... What? Another one down by the orchard? I'm on my way." Marie: "Monsieur? Vous partez? Mais... et l'homme disparu?" Hunter: "Listen, miss, don't leave town. Stay right at this cafe. I'm going to bring back an officer who speaks... whatever language that was. Just stay put, okay?" Marie: "Faites attention... S'il vous plaît, faites très attention..."
created_at"2026-07-25T15:21:50.843Z" 7/25/2026, 3:21:50 PM
model"google/gemini-3.6-flash-20260721"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency572
moderation_latency(null)
generation_time4153
tokens_prompt303
tokens_completion495
native_tokens_prompt284
native_tokens_completion523
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"default"
usage0.0043485
router(null)
provider_responses
0
endpoint_id"5d6d133d-a953-4781-a835-7ee76f4e1388"
id"jtRkataBOJrSjMcP0rC-0A8"
is_byokfalse
latency572
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-1784992910-1KuPajYaSoH3BYMEiweO"
session_id(null)
preset_id(null)
api_type"completions"
id"gen-1784992910-VTT4oU8xaJMVIcWPaeNp"
upstream_id"jtRkataBOJrSjMcP0rC-0A8"
total_cost0.0043485
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"Marie"
dialogue"Ah, regarde-moi cette lumière... Parfaite pour les pommiers, mais tellement sombre pour le reste."
detectedLang"fr"
heavyLang"fr"
scores
fr0.8130034522439586
ro0.5435393258426966
es0.5178041543026707
nl0.5030581039755352
ca0.48124501197126895
it0.4724025974025974
no0.44491887275832626
en0.43868739205526774
pt0.42781690140845074
da0.385633270321361
tl0.37977099236641226
sl0.37560038424591735
de0.35834155972359333
et0.3380855397148676
hu0.3010752688172043
hr0.28335170893054024
tr0.2655367231638418
sq0.2459396751740139
yo0.2215568862275449
pl0.1875
sk0.17825537294563845
lv0.1698595146871009
cs0.16237113402061853
lt0.16237113402061853
sv0.16237113402061853
az0.15803108808290156
eu0.1402116402116402
fi0.10468319559228649
ms0.08321579689703808
reliabletrue
passestrue
1
name"Hunter"
dialogue"Excuse me, miss. Mind if I sit down for a second? I'm Detective Hunter."
detectedLang"en"
heavyLang"en"
scores
en0.7841890049977283
tl0.630637636080871
no0.6031746031746031
it0.5855148342059336
da0.5836985100788782
fr0.5747538048343778
ro0.5642201834862386
pt0.5352250489236791
ca0.5192307692307693
sq0.5158002038735984
sv0.47973713033954
es0.4644870349492672
nl0.4405182567726737
hr0.4010088272383354
hu0.39567430025445294
cs0.39413265306122447
et0.39413265306122447
sl0.3902439024390244
de0.33473389355742295
pl0.3271954674220963
ms0.302496328928047
tr0.302496328928047
yo0.302496328928047
sk0.2983751846381093
lt0.23387096774193547
fi0.22512234910277326
is0.22512234910277326
az0.21875
lv0.21875
vi0.21875
be0.12844036697247707
eu0.12844036697247707
uk0.1171003717472119
reliabletrue
passestrue
2
name"Marie"
dialogue"Oh! Bonjour... Monsieur?"
detectedLang"fr"
heavyLang"fr"
scores
fr0.7939560439560439
nl0.4545454545454546
reliabletrue
passestrue
3
name"Hunter"
dialogue"Right. Look, I’m investigating the disappearance of the young man from the bakery last night. It happened right down the street from here. Did you happen to see anything unusual around midnight?"
detectedLang"en"
heavyLang"en"
scores
en0.8038018835019184
tl0.6748554913294798
nl0.47747329307942404
no0.44224095190877544
da0.39222042139384117
de0.38457330415754926
fr0.37810945273631835
sq0.34782608695652173
sv0.33667452830188677
yo0.33471318746303963
et0.32432432432432434
ms0.30124223602484473
cs0.29245283018867924
lv0.2834394904458599
hr0.28023032629558536
pt0.27884615384615385
it0.27466150870406186
sk0.2694805194805195
lt0.25397877984084877
sl0.25348374253483746
ro0.246483590087073
es0.2043847241867044
is0.20269312544294826
pl0.14965986394557826
ca0.11556603773584906
az0.09493161705551086
eu0.09420289855072464
hu0.0771123872026251
fi0.049831081081081086
reliabletrue
passestrue
4
name"Marie"
dialogue"Qu'est-ce qu'il dit? Boulangerie?... Ah, non, non... C'était horrible. J'étais là avec mon appareil photo..."
detectedLang"fr"
heavyLang"fr"
scores
fr0.7885835095137421
en0.39130434782608703
it0.37050359712230213
nl0.33899905571293676
da0.30966469428007887
ro0.3034825870646766
eu0.2768595041322314
tl0.2738589211618257
de0.24406047516198706
ca0.21875
es0.20364050056882824
ms0.19540229885057472
vi0.18319719953325553
cs0.18128654970760233
hi0.18128654970760233
no0.1764705882352941
sv0.16963226571767495
lt0.1484184914841849
lv0.12718204488778054
pt0.11727616645649433
yo0.1116751269035533
sk0.08735332464146023
sq0.08735332464146023
reliabletrue
passestrue
5
name"Hunter"
dialogue"Whoa, hold on. You... don't speak English, do you? Uh, 'appareil'? You were taking pictures?"
detectedLang"en"
heavyLang"en"
scores
en0.7801507537688442
tl0.5316681534344335
fr0.5125348189415042
ca0.3958573072497123
pl0.38811188811188807
da0.38668224299065423
et0.38089622641509435
pt0.3651753325272068
ro0.36286407766990286
cs0.3526510480887793
hr0.34782608695652173
sk0.3462017434620174
no0.3137254901960784
fi0.30463576158940403
de0.29906542056074764
sv0.2905405405405405
sl0.26675977653631283
sq0.2636746143057504
nl0.24892703862660948
yo0.22566371681415928
vi0.17452830188679244
tr0.14075286415711946
hi0.13793103448275862
lv0.13651315789473684
ms0.12060301507537688
is0.1191275167785235
reliabletrue
passestrue
6
name"Marie"
dialogue"Oui! Les photos! J'ai vu une ombre... Une grande silhouette près de la voiture noire. Et puis... plus rien! L'homme avait disparu! J'ai eu tellement peur, j'ai couru jusqu'à ma chambre!"
detectedLang"fr"
heavyLang"fr"
scores
fr0.8108665749656121
ca0.5652173913043478
en0.5124113475177305
no0.49610627576729277
it0.47242206235011985
es0.461839530332681
ro0.43906170321264665
da0.4370522006141249
tl0.42827442827442824
pt0.4057266342517558
nl0.40249864204236824
de0.37178754997144486
sv0.351797289334119
et0.30904522613065327
sq0.3002544529262086
yo0.2971246006389776
hu0.2801047120418848
sk0.26861702127659576
hr0.2092020129403307
tr0.19941775836972345
cs0.19236417033773862
pl0.18154761904761904
fi0.16158536585365854
sl0.16030534351145037
lt0.15644171779141106
vi0.1283676703645008
ms0.10423452768729642
az0.10277324632952692
hi0.06542056074766354
lv0.060631938514090516
eu0.05982905982905983
reliabletrue
passestrue
7
name"Hunter"
dialogue"Okay, I'm getting a lot of emotion here, but I don't understand a single word. Shadow? Car? You look like you've seen a ghost, ma'am. Did you snap a photo of whatever scared you?"
detectedLang"en"
heavyLang"en"
scores
en0.7820672478206725
tl0.5231607629427792
no0.49976179132920434
nl0.46510443199184914
fr0.43820224719101125
sv0.4182825484764543
da0.4050991501416431
de0.370125974805039
it0.34944237918215615
ro0.33879093198992444
cs0.3168510084580351
yo0.2818057455540356
is0.2636746143057504
sk0.25531914893617025
ca0.24623115577889448
hr0.2324561403508772
pl0.2273730684326711
sq0.22566371681415928
pt0.20993227990970656
ms0.18351477449455675
hu0.17517674783974863
et0.16267942583732056
tr0.12280701754385964
fi0.12133891213389122
lt0.12133891213389122
az0.11242603550295857
lv0.11242603550295857
vi0.11242603550295857
es0.1116751269035533
sl0.07894736842105263
hi0.06832298136645963
zh0.06832298136645963
be0.0625
eu0.0625
uk0.05660377358490566
reliabletrue
passestrue
8
name"Marie"
dialogue"Regardez! Je tremble encore! Je cherchais de beaux paysages pour le festival de la pomme, pas... pas un enlèvement! C'est un cauchemar cette ville!"
detectedLang"fr"
heavyLang"fr"
scores
fr0.7945346209163756
ca0.5402298850574713
en0.5262908574135481
es0.5213020584011488
da0.5081160846040335
it0.5054401582591495
nl0.4905756495160468
no0.48213360952874157
ro0.4805194805194805
tl0.4428969359331476
de0.4004796163069544
sl0.39722724532851117
yo0.3902439024390244
sq0.38309685379395436
pt0.38157081014223876
sv0.35064935064935066
hu0.33642999336429996
hr0.3333333333333333
et0.3183367416496251
ms0.30118798043326345
cs0.2841803865425913
sk0.24585218702865763
fi0.20318725099601595
az0.19614147909967844
lv0.18699186991869918
pl0.18099918099918103
lt0.1783073130649137
tr0.15254237288135594
vi0.07749077490774908
eu0.06542056074766354
is0.059266227657572904
reliabletrue
passestrue
9
name"Hunter"
dialogue"Look, try to calm down. Camera? Can you show me the... images? Pictures? On the screen?"
detectedLang"en"
heavyLang"en"
scores
en0.7999199679871949
tl0.649614576033637
fr0.5957962813257882
nl0.5697074010327022
ca0.5429616087751371
ro0.48717948717948717
no0.4692144373673036
es0.4172494172494172
et0.40968122786304606
da0.4026284348864994
yo0.38949938949938945
fi0.38195302843016066
de0.3670886075949367
cs0.36224489795918363
pt0.3359893758300133
it0.32249322493224936
ms0.31880108991825606
sv0.3169398907103825
sq0.3112947658402204
pl0.3045897079276773
sl0.29478138222849076
sk0.29278642149929274
lv0.2907801418439716
hr0.28977272727272724
lt0.17218543046357618
hi0.14383561643835618
az0.1334488734835355
tr0.1334488734835355
reliabletrue
passestrue
10
name"Marie"
dialogue"Mon appareil? Vous voulez voir? Mais... la photo est trop sombre, on ne voit presque rien, juste... juste les yeux."
detectedLang"fr"
heavyLang"fr"
scores
fr0.8095517140345737
ca0.543859649122807
es0.4645799011532125
it0.45878434637801835
en0.45054945054945056
ro0.43868739205526774
tl0.43082311733800355
et0.3953488372093023
pt0.39365671641791045
fi0.385633270321361
no0.3285123966942149
cs0.3186582809224318
hr0.29577464788732394
sq0.28884026258205686
hi0.2688413948256468
yo0.26136363636363635
nl0.24681344148319811
sl0.2450638792102207
da0.24065420560747666
lv0.2034313725490196
eu0.19454770755885997
sk0.19254658385093168
ms0.1792929292929293
sv0.17825537294563845
de0.16020671834625322
lt0.14586070959264125
tr0.12634408602150538
pl0.11444141689373298
vi0.11444141689373298
hu0.11202185792349727
az0.08321579689703808
reliabletrue
passestrue
11
name"Hunter"
dialogue"Just show me the—"
detectedLang"en"
heavyLang"en"
scores
en0.8266897746967071
nl0.7101449275362319
sq0.6932515337423313
tl0.673202614379085
et0.6632996632996633
no0.6503496503496503
sv0.6428571428571429
fr0.6282527881040892
pt0.6226415094339622
ms0.6183206106870229
yo0.5169082125603864
es0.504950495049505
sl0.46808510638297873
it0.4444444444444444
da0.43820224719101125
ca0.4350282485875706
fi0.42857142857142855
reliabletrue
passestrue
12
name"Hunter"
dialogue"Damn it. Hunter here... What? Another one down by the orchard? I'm on my way."
detectedLang"en"
heavyLang"en"
scores
en0.8182552504038773
tl0.6045694200351494
pl0.45848375451263534
fr0.4260204081632653
da0.4186046511627907
sq0.4178525226390685
sk0.39759036144578314
cs0.3935309973045822
yo0.3644067796610169
no0.3553008595988539
nl0.33035714285714285
hr0.27999999999999997
de0.265905383360522
ca0.2598684210526316
et0.2549668874172185
fi0.25
sv0.2474916387959866
ms0.23339011925042585
es0.1818181818181818
lv0.16044776119402984
hi0.15730337078651685
it0.12280701754385964
pt0.12280701754385964
ro0.11591355599214145
sl0.11591355599214145
tr0.11591355599214145
reliabletrue
passestrue
13
name"Marie"
dialogue"Monsieur? Vous partez? Mais... et l'homme disparu?"
detectedLang"fr"
heavyLang"fr"
scores
fr0.8106060606060606
ca0.5645863570391872
pt0.5508982035928144
da0.5253164556962026
et0.5033112582781457
no0.5
it0.3963782696177062
es0.39148073022312374
ro0.3890020366598778
en0.3644067796610169
de0.33184855233853006
sq0.3197278911564626
cs0.3055555555555556
sk0.3055555555555556
az0.21052631578947367
eu0.21052631578947367
tl0.21052631578947367
nl0.20424403183023873
lt0.2
sv0.2
lv0.1935483870967742
ms0.1891891891891892
pl0.1891891891891892
hr0.18256130790190736
sl0.18256130790190736
tr0.18256130790190736
hu0.17355371900826447
yo0.16434540389972147
reliabletrue
passestrue
14
name"Hunter"
dialogue"Listen, miss, don't leave town. Stay right at this cafe. I'm going to bring back an officer who speaks... whatever language that was. Just stay put, okay?"
detectedLang"en"
heavyLang"en"
scores
en0.8151750972762647
tl0.6175523349436393
da0.5054659031754295
no0.48565240931239845
de0.46838276440962506
nl0.3968253968253968
sv0.3929712460063898
yo0.3238434163701068
fr0.317038102084831
hr0.291044776119403
ro0.26754047802621433
et0.2513790386130812
eu0.23939151321056848
sl0.23694779116465864
ms0.2142266335814723
pt0.18032786885245902
lv0.17962003454231434
pl0.1753472222222222
cs0.16958041958041958
sk0.16739702015775634
fi0.16520210896309317
lt0.1495076096687556
is0.1394927536231884
tr0.12683823529411764
es0.12603495860165592
vi0.10292728989612841
hu0.07766990291262135
ca0.07497565725413825
sq0.06219151036525173
it0.058473736372646176
reliabletrue
passestrue
15
name"Marie"
dialogue"Faites attention... S'il vous plaît, faites très attention..."
detectedLang"fr"
heavyLang"fr"
scores
fr0.8196721311475411
en0.6514575411913816
ca0.5788667687595712
de0.47817836812144215
no0.4353182751540041
tl0.40987124463519314
it0.3902439024390244
da0.38752783964365256
sv0.3806306306306307
yo0.367816091954023
nl0.3514150943396226
es0.3483412322274882
fi0.34523809523809523
lt0.32926829268292684
lv0.32926829268292684
pt0.32926829268292684
et0.3226600985221675
zh0.21875
ro0.20289855072463767
az0.19590643274853803
hr0.19590643274853803
ms0.19590643274853803
sl0.19590643274853803
sq0.19590643274853803
reliabletrue
passestrue