Run: 2026-09-03-01M1KS1CFEZQV2DM1T9YDQTN5A

Run Details

Model:
Gemini 3.7 Flash (Reasoning, Medium)
Test:
Language Writing
Scenario:
Character dialogue (French) in a story
Duration:
6.7s
Cost:
$0.005362
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, county sheriff's department. Mind if I ask you a few questions?" Marie: "Pardon ? Je... je ne comprends pas ce que vous dites, monsieur." Hunter: "Right. Look, I’m investigating an incident that happened last night just outside the apple orchards near Miller's Creek. A girl went missing. I saw you sitting here with that high-end camera, and folks around town said you've been taking landscape shots all week out by the perimeter. Did you see anything unusual out there?" Marie: "S'il vous plaît... Je ne parle pas anglais. Vous... vous êtes de la police ? C'est à propos de ce qui s'est passé dans les bois ?" Hunter: "Whoa, slow down. French? Uh... English? No English at all?" Marie: "J'ai vu quelque chose d'horrible ce matin... J'étais près du vieux verger pour prendre le lever du soleil. Il y avait... un homme. Il traînait quelque chose de lourd vers une camionnette sombre. J'ai eu tellement peur, je me suis cachée derrière les arbres !" Hunter: "Look, ma'am, I don't understand a single word of that. But you're shaking. What's on the camera? Did you photograph something out there?" Marie: "Regardez, c'est dans l'appareil ! J'ai essayé de prendre des photos, mais j'avais les mains qui tremblaient... Regardez l'écran !" Hunter: "Easy now. Just take a deep breath. Point at what you're trying to tell me. Orchard? Forest? A person?" Marie: "La silhouette... là, dans la brume ! Il s'est retourné et j'ai cru qu'il m'avait vue. Je suis rentrée directement en ville, je n'osais en parler à personne... Que se passe-t-il dans cette ville ?" Hunter: "Damn it, I need a translator. Listen to me: *Attendez*. Wait here. Don't touch those files, okay? Just keep that camera right where it is." Marie: "Monsieur, vous devez m'écouter ! Cette personne... elle est encore là-bas, j'en suis certaine !" Hunter: "Hold that thought—my phone's buzzing. Hunter here. What? Another sighting down by the old processing mill? On my way. Don't let anyone near the perimeter." Marie: "Vous partez ? Non, attendez ! Ne me laissez pas seule avec ça !" Hunter: "I have to take this call and get across town, ma'am. Stay put right here at the cafe. I’m coming right back with a deputy who knows French. Don't go anywhere, understand? Stay."
created_at"2026-09-03T13:58:51.126Z" 9/3/2026, 1:58:51 PM
model"google/gemini-3.7-flash-20260813"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency1740
moderation_latency(null)
generation_time6639
tokens_prompt303
tokens_completion781
native_tokens_prompt284
native_tokens_completion1373
native_tokens_completion_images0
native_tokens_reasoning763
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"
usage0.00536175
router(null)
user_agent"langchainjs-openai/1.0.0 ((node/v24.19.0; linux; x64))"
http_referer(null)
request_id"req-1788443931-K9mH8OzKhB6KthSTbHyu"
session_id(null)
preset_id(null)
api_type"completions"
id"gen-1788443931-WCgJSPBF0XDfWEJBPIlb"
upstream_id"G32Zara1Ebyd_uMPu-qS6Qs"
provider_responses
0
endpoint_id"dd072012-3274-417d-97e3-e290cba37e31"
id"G32Zara1Ebyd_uMPu-qS6Qs"
is_byokfalse
latency1740
model_permaslug"google/gemini-3.7-flash-20260813"
provider_name"Google AI Studio"
status200
total_cost0.00536175
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, county sheriff's department. Mind if I ask you a few questions?"
detectedLang"en"
heavyLang"en"
scores
en0.7853736089030207
tl0.6173469387755102
fr0.5828182941903585
ca0.5550428477257745
it0.5376712328767123
no0.5354439091534756
sq0.5236414961185604
pt0.510514865844815
ro0.5087336244541485
es0.4521103896103896
sv0.4260204081632653
nl0.4150779896013865
cs0.39999999999999997
da0.3967828418230563
de0.38969258589511757
hr0.36079545454545453
hu0.3565300285986654
et0.31402439024390244
sl0.3105209397344229
pl0.30626927029804724
ms0.30268595041322316
yo0.2849576271186441
az0.28191489361702127
sk0.28191489361702127
lt0.2407199100112486
tr0.23382519863791143
fi0.16974169741697415
is0.16974169741697415
lv0.1646039603960396
vi0.1646039603960396
be0.09395973154362416
eu0.09395973154362416
uk0.08536585365853659
reliabletrue
passestrue
1
name"Marie"
dialogue"Pardon ? Je... je ne comprends pas ce que vous dites, monsieur."
detectedLang"fr"
heavyLang"fr"
scores
fr0.799699549323986
ca0.6097560975609756
lt0.550561797752809
es0.5343422584400466
it0.48119325551232167
pt0.47780678851174935
ro0.47019867549668876
cs0.4513031550068587
nl0.4350282485875706
sl0.42938659058487877
en0.42857142857142855
hr0.4152046783625731
tl0.40564635958395245
sq0.3730407523510972
ms0.36908517350157727
de0.3640699523052464
yo0.2895204262877442
sk0.26605504587155965
lv0.2047713717693837
tr0.1902834008097166
pl0.18533604887983707
fi0.18032786885245902
hu0.17012448132780084
et0.15254237288135594
reliabletrue
passestrue
2
name"Hunter"
dialogue"Right. Look, I’m investigating an incident that happened last night just outside the apple orchards near Miller's Creek. A girl went missing. I saw you sitting here with that high-end camera, and folks around town said you've been taking landscape shots all week out by the perimeter. Did you see anything unusual out there?"
detectedLang"en"
heavyLang"en"
scores
en0.7915183565544595
tl0.6015549076773566
no0.44654427645788336
et0.4347945960849186
fr0.43213296398891965
de0.4308717379233759
da0.4292873051224944
nl0.42881025355252167
sv0.42155756207674944
sq0.3605739238927012
it0.3518811255137528
ms0.3518811255137528
ro0.3479643765903308
es0.34462915601023014
ca0.3387096774193548
pt0.3062605752961083
sk0.2660221983530254
cs0.25508720930232553
is0.25481643038894947
yo0.220532319391635
hr0.2184521540221121
az0.21153846153846154
fi0.2078825347758887
pl0.20388349514563106
tr0.19796557120500782
sl0.18876137712702812
lt0.15949159491594916
hu0.15324246179264767
lv0.11332179930795848
eu0.11178509532062392
vi0.10558464223385688
ja0.046511627906976744
be0.0330188679245283
uk0.029815428300993846
reliabletrue
passestrue
3
name"Marie"
dialogue"S'il vous plaît... Je ne parle pas anglais. Vous... vous êtes de la police ? C'est à propos de ce qui s'est passé dans les bois ?"
detectedLang"fr"
heavyLang"fr"
scores
fr0.8258648711400046
ca0.6526169522927281
it0.5711835334476844
ro0.558303886925795
sl0.4973190348525469
es0.4939271255060729
sq0.47145877378435525
lt0.4627507163323783
cs0.4541484716157206
pt0.4440326167531504
nl0.44071588366890374
hr0.43820224719101125
en0.4140625
no0.40570522979397783
da0.4042891183478951
sk0.4009584664536741
yo0.38474159146841674
hu0.3595217762596072
sv0.34725848563968675
tl0.33862433862433866
de0.3333333333333333
ms0.32249322493224936
lv0.3150684931506849
tr0.30102516309412863
pl0.2944496707431797
et0.2690058479532163
eu0.23935091277890466
az0.21711899791231734
fi0.18655097613882862
vi0.10071942446043164
is0.07975460122699386
reliabletrue
passestrue
4
name"Hunter"
dialogue"Whoa, slow down. French? Uh... English? No English at all?"
detectedLang"en"
heavyLang"en"
scores
en0.7685185185185185
tl0.6110325318246109
no0.6014492753623188
da0.4731800766283525
es0.4607843137254902
pt0.45652173913043476
it0.45436507936507936
hr0.3861607142857143
de0.3436754176610978
sv0.3436754176610978
ca0.32926829268292684
lv0.3226600985221675
sk0.2486338797814208
et0.24242424242424243
tr0.24242424242424243
pl0.21428571428571427
ms0.207492795389049
ro0.207492795389049
sq0.207492795389049
reliabletrue
passestrue
5
name"Marie"
dialogue"J'ai vu quelque chose d'horrible ce matin... J'étais près du vieux verger pour prendre le lever du soleil. Il y avait... un homme. Il traînait quelque chose de lourd vers une camionnette sombre. J'ai eu tellement peur, je me suis cachée derrière les arbres !"
detectedLang"fr"
heavyLang"fr"
scores
fr0.8041164776049585
ca0.5408442982456141
es0.4825455668829163
it0.44518052335210334
en0.4425956738768719
no0.4329722410291131
nl0.4271545827633379
pt0.41310441485634203
da0.39090909090909093
ro0.3614182234083111
de0.33610780816488306
sv0.2956265769554247
tl0.2902542372881356
sl0.26887821911828896
tr0.2601590106007067
yo0.2465137201979307
hu0.24105120072496602
hr0.21728971962616822
fi0.18768186226964112
sq0.1837231968810916
et0.1744701823558403
sk0.1724308300395257
az0.15913654618473896
cs0.1436605316973415
lv0.1383744855967078
pl0.13570691434468524
ms0.11702688455455983
lt0.11516111991547807
eu0.11234764175940647
vi0.10523504273504274
reliabletrue
passestrue
6
name"Hunter"
dialogue"Look, ma'am, I don't understand a single word of that. But you're shaking. What's on the camera? Did you photograph something out there?"
detectedLang"en"
heavyLang"en"
scores
en0.8154429369513169
tl0.6182418489475856
no0.480628860190904
fr0.4696100917431193
de0.4477611940298507
sv0.43494196701282833
nl0.4325153374233129
da0.38943894389438943
ro0.37330623306233063
ca0.3703199455411845
yo0.35133239831697055
cs0.33881343817012155
it0.3354885057471264
sk0.31985294117647056
pl0.29817905918057663
ms0.28736517719568566
is0.28681572860447185
sq0.2812742812742813
hr0.26819620253164556
es0.2504051863857374
pt0.23805601317957167
et0.23236514522821577
hu0.19425087108013936
fi0.18717047451669597
hi0.14825046040515655
tr0.13712686567164178
lt0.13551401869158877
az0.12570888468809074
lv0.12570888468809074
vi0.12570888468809074
sl0.08866995073891626
be0.07035175879396985
eu0.07035175879396985
uk0.06376518218623482
reliabletrue
passestrue
7
name"Marie"
dialogue"Regardez, c'est dans l'appareil ! J'ai essayé de prendre des photos, mais j'avais les mains qui tremblaient... Regardez l'écran !"
detectedLang"fr"
heavyLang"fr"
scores
fr0.8110533774208786
ca0.5670995670995671
en0.42528735632183906
pt0.4215473608098337
es0.38271604938271603
de0.3469387755102041
it0.33829611248966085
nl0.33774834437086093
ro0.3162393162393162
da0.3006993006993007
no0.293909973521624
tl0.2779783393501805
sv0.2047713717693837
yo0.19517102615694165
sl0.1927346115035318
fi0.1902834008097166
lt0.1836734693877551
tr0.17440660474716202
lv0.16579770594369134
ms0.1587802313354364
hu0.10813823857302118
hr0.09090909090909091
sk0.09090909090909091
hi0.08779931584948689
et0.08256880733944955
eu0.08045977011494253
az0.07300115874855156
sq0.07300115874855156
reliabletrue
passestrue
8
name"Hunter"
dialogue"Easy now. Just take a deep breath. Point at what you're trying to tell me. Orchard? Forest? A person?"
detectedLang"en"
heavyLang"en"
scores
en0.8108353510895884
tl0.6732880292733925
no0.571917808219178
da0.5503597122302158
fr0.5070977917981072
cs0.38665358194308147
sk0.38605108055009824
et0.38484251968503935
pl0.38484251968503935
sl0.37624750499001997
sq0.3705941591137966
pt0.3693239152371342
sv0.3469174503657262
es0.3400211193241816
nl0.3272335844994618
ca0.3265086206896552
is0.32505399568034554
ro0.3206521739130435
it0.31917211328976036
de0.3154435925520263
hr0.3146929824561403
lv0.29932735426008966
lt0.29218573046432617
yo0.2905788876276958
ms0.2732558139534884
hu0.259478672985782
tr0.18725617685305593
fi0.18086500655307994
az0.1710875331564987
eu0.10071942446043164
vi0.10071942446043164
reliabletrue
passestrue
9
name"Marie"
dialogue"La silhouette... là, dans la brume ! Il s'est retourné et j'ai cru qu'il m'avait vue. Je suis rentrée directement en ville, je n'osais en parler à personne... Que se passe-t-il dans cette ville ?"
detectedLang"fr"
heavyLang"fr"
scores
fr0.8045602605863192
ca0.5876288659793815
da0.5337995337995338
no0.521149241819633
it0.5073891625615764
es0.4906621392190153
nl0.4762112614578786
pt0.4495412844036697
de0.44418712366836494
sv0.42556247008137865
en0.3981945837512537
ro0.38837920489296635
et0.37629937629937626
yo0.3670886075949367
hr0.3603411513859275
sl0.35170178282009723
tr0.35064935064935066
cs0.34102141680395387
tl0.3284834918858422
sq0.3281075027995521
az0.2953611274221961
sk0.28741092636579574
hu0.2673992673992674
is0.2476489028213166
fi0.23954372623574144
lt0.23469387755102045
vi0.20212765957446807
pl0.19137466307277629
ms0.1864406779661017
lv0.1780821917808219
eu0.1240875912408759
reliabletrue
passestrue
10
name"Hunter"
dialogue"Damn it, I need a translator. Listen to me: Attendez. Wait here. Don't touch those files, okay? Just keep that camera right where it is."
detectedLang"en"
heavyLang"en"
scores
en0.7991071428571429
fr0.5422177009155645
tl0.5396419437340153
no0.5087336244541485
sq0.5076586433260394
it0.46492271105826394
da0.46010797840431916
es0.45255474452554745
sv0.4495412844036697
nl0.44203347799132053
de0.43785134291068084
ca0.43037974683544306
et0.4182288299935359
lv0.4182288299935359
yo0.4051553205551884
ro0.4043679682329583
pl0.3877551020408163
hr0.3860845839017735
pt0.3648553281580804
cs0.35251798561151076
sl0.34687953555878087
hu0.33677229182019164
sk0.336283185840708
ms0.3338267949666914
tr0.2753623188405797
fi0.265905383360522
lt0.2598684210526316
is0.25
eu0.22010398613518195
vi0.19714540588760038
az0.1758241758241758
be0.07216494845360825
uk0.06542056074766354
reliabletrue
passestrue
11
name"Marie"
dialogue"Monsieur, vous devez m'écouter ! Cette personne... elle est encore là-bas, j'en suis certaine !"
detectedLang"fr"
heavyLang"fr"
scores
fr0.8115767259571902
en0.5283018867924528
ro0.40191387559808617
de0.3896484375
it0.37624750499001997
pt0.3756243756243756
ms0.29537767756482525
da0.29298642533936653
es0.29218573046432617
nl0.26985981308411217
tl0.2541766109785203
no0.24698795180722888
hu0.2255266418835192
fi0.22360248447204967
sv0.21972534332084895
ca0.21580928481806777
sq0.20886075949367086
vi0.20076726342711
et0.1935483870967742
lt0.1925064599483204
tr0.1925064599483204
hr0.18513689700130379
yo0.12342215988779803
sl0.11723163841807908
lv0.10714285714285714
is0.09156976744186046
az0.08625730994152046
cs0.08625730994152046
pl0.08625730994152046
sk0.08625730994152046
reliabletrue
passestrue
12
name"Hunter"
dialogue"Hold that thought—my phone's buzzing. Hunter here. What? Another sighting down by the old processing mill? On my way. Don't let anyone near the perimeter."
detectedLang"en"
heavyLang"en"
scores
en0.806768330896177
tl0.541398116013882
da0.48696616749861343
nl0.4603267211201867
sv0.3707482993197279
no0.3531468531468532
fr0.3508771929824561
ms0.3467514124293785
cs0.34210526315789475
sq0.32333577176298467
pt0.32134996331621424
sk0.3158284023668639
ca0.29443173150266966
it0.2895545314900153
pl0.2823894491854151
es0.24857839155158404
hr0.23616845582163504
sl0.23490488006617036
ro0.2330016583747927
et0.2285237698081735
de0.21142369991474852
fi0.19213973799126638
yo0.16440831074977416
tr0.1621376811594203
is0.1387337057728119
lv0.12653446647780925
vi0.12570888468809074
lt0.1223908918406072
hi0.08325074331020813
reliabletrue
passestrue
13
name"Marie"
dialogue"Vous partez ? Non, attendez ! Ne me laissez pas seule avec ça !"
detectedLang"fr"
heavyLang"fr"
scores
fr0.8147290412227883
it0.6011964107676969
sq0.5337995337995338
en0.5310668229777257
ca0.504950495049505
lt0.5012468827930174
es0.4791666666666667
nl0.4520547945205479
no0.4318181818181818
sl0.4143484626647145
pt0.40298507462686567
lv0.38556067588325654
ms0.3730407523510972
et0.36507936507936506
tr0.3610223642172524
ro0.32998324958123953
hr0.3103448275862069
de0.2982456140350877
eu0.2945326278659612
fi0.2895204262877442
da0.28186714542190305
tl0.28186714542190305
cs0.26605504587155965
hu0.26605504587155965
sv0.25925925925925924
az0.16666666666666666
pl0.14893617021276595
sk0.13606911447084233
yo0.12854030501089325
reliabletrue
passestrue
14
name"Hunter"
dialogue"I have to take this call and get across town, ma'am. Stay put right here at the cafe. I’m coming right back with a deputy who knows French. Don't go anywhere, understand? Stay."
detectedLang"en"
heavyLang"en"
scores
en0.8129569801054243
tl0.6440129449838188
da0.5160580730312363
no0.5013599274705349
yo0.3888888888888889
pl0.3341404358353511
fr0.3288590604026846
sq0.3263931414574403
hr0.30904522613065327
ro0.30904522613065327
sv0.3081761006289308
de0.3064312736443884
it0.30467762326169406
cs0.2912371134020619
nl0.2791612057667104
sk0.2777413000656599
pt0.2753623188405797
ca0.2506811989100818
lv0.2392807745504841
es0.23130677847658979
is0.22096317280453256
sl0.20806335493160547
lt0.18458117123795403
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tr0.11788291900561347
vi0.10786699107866991
et0.10277324632952692
be0.05982905982905983
eu0.05982905982905983
fi0.05417024935511608
uk0.05417024935511608
reliabletrue
passestrue