Run: 2026-09-03-01M1KRTY0YJH0Q2RT0P49H4J0W

Run Details

Model:
Gemini 3.7 Flash (Reasoning, Medium)
Test:
Language Writing
Scenario:
Character dialogue (French) in a story
Duration:
8.6s
Cost:
$0.006821
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, ma'am. Detective Hunter. Mind if I take a seat for a second?" Marie: "Pardon ? Je... qu'est-ce qui se passe ?" Hunter: "I’m investigating an incident from last night out past the Miller apple orchard. A local said they spotted someone walking the tree line with professional camera gear right around twilight. That wouldn't happen to be you, would it?" Marie: "Je ne comprends pas un mot de ce que vous dites... Pourquoi vous me montrez un insigne ? Il s'est passé quelque chose de grave, n'est-ce pas ? J'étais juste là-bas pour photographier le brouillard sur les collines, mais... mon Dieu, j'ai vu quelque chose d'horrible." Hunter: "Whoa, hold on. French? Look, miss, I don't speak a lick of French. I need you to slow down. Did you see anything unusual out by the orchard last night?" Marie: "C'était terrifiant... Il y avait une silhouette près de la vieille grange abandonnée. Elle traînait une silhouette inerte dans les hautes herbes. J'ai voulu crier, mais aucun son n'est sorti. Regardez mes mains, je n'arrive toujours pas à m'arrêter de trembler." Hunter: "Okay, I'm not following any of that. English, please. Did you see someone? A man? Tall, dark coat?" Marie: "Pourquoi vous haussez le ton ? Je n'ai rien fait de mal, je vous le jure ! Je voulais juste partir d'ici, mais mes jambes ne voulaient plus bouger. Cet homme... il a tourné la tête vers moi et je me suis enfuie à travers les pommiers." Hunter: "Your camera. Can I see the camera? Pictures. Photos. Did you take photos of the tree line?" Marie: "Mon appareil ? Non, non, s'il vous plaît... Ne me forcez pas à regarder l'écran. J'ai déclenché le flash par accident en trébuchant. Je crois... je crois que j'ai capturé son visage. C'est sur la carte mémoire, mais j'ai trop peur de vérifier." Hunter: "Look, I’m trying to help you here, but I can't understand a single syllable. Just let me see the display—" Hunter: "Hunter. Go ahead... When? At the lake access road? Don't let anyone near the perimeter, I'm in the car in two minutes." Hunter: "Duty calls. Don't leave this cafe, alright? Don't go anywhere. We are not done with this conversation." Marie: "Attendez ! Monsieur ! Ne partez pas... Ne me laissez pas toute seule avec ça !"
created_at"2026-09-03T13:55:19.716Z" 9/3/2026, 1:55:19 PM
model"google/gemini-3.7-flash-20260813"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency1509
moderation_latency(null)
generation_time8503
tokens_prompt303
tokens_completion1021
native_tokens_prompt284
native_tokens_completion1762
native_tokens_completion_images0
native_tokens_reasoning1154
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"
usage0.0068205
router(null)
user_agent"langchainjs-openai/1.0.0 ((node/v24.19.0; linux; x64))"
http_referer(null)
request_id"req-1788443719-vbS7ybU0FDGXpZcuuyJh"
session_id(null)
preset_id(null)
api_type"completions"
id"gen-1788443719-U2Yfkoiu0awZKVl0Wqql"
upstream_id"R3yZar7fM_ac_uMPiM3T6AI"
provider_responses
0
endpoint_id"dd072012-3274-417d-97e3-e290cba37e31"
id"R3yZar7fM_ac_uMPiM3T6AI"
is_byokfalse
latency1509
model_permaslug"google/gemini-3.7-flash-20260813"
provider_name"Google AI Studio"
status200
total_cost0.0068205
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, ma'am. Detective Hunter. Mind if I take a seat for a second?"
detectedLang"en"
heavyLang"en"
scores
en0.7590055809233892
tl0.6242088607594937
it0.5855148342059336
fr0.5747538048343778
no0.5670009115770283
ro0.5642201834862386
pt0.5352250489236791
da0.5301681503461919
ca0.5192307692307693
sq0.5158002038735984
sv0.47973713033954
es0.4644870349492672
sl0.4457409568261376
nl0.4405182567726737
hr0.4010088272383354
hu0.39567430025445294
cs0.39413265306122447
et0.39413265306122447
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
1
name"Marie"
dialogue"Pardon ? Je... qu'est-ce qui se passe ?"
detectedLang"fr"
heavyLang"fr"
scores
fr0.8011137629276054
it0.648876404494382
ca0.6050552922590837
cs0.6050552922590837
pt0.5511669658886894
sl0.5495495495495496
hr0.5487364620938628
yo0.5192307692307693
nl0.5173745173745175
da0.5155038759689923
ro0.5107632093933464
de0.49899799599198397
sv0.4834710743801653
no0.4802494802494803
et0.3902439024390244
sk0.3670886075949367
es0.34210526315789475
lt0.34210526315789475
sq0.3093922651933701
tl0.29577464788732394
fi0.28977272727272724
pl0.2668621700879765
en0.24698795180722888
is0.20634920634920634
ms0.20634920634920634
reliabletrue
passestrue
2
name"Hunter"
dialogue"I’m investigating an incident from last night out past the Miller apple orchard. A local said they spotted someone walking the tree line with professional camera gear right around twilight. That wouldn't happen to be you, would it?"
detectedLang"en"
heavyLang"en"
scores
en0.8008232638427831
tl0.656199862479945
fr0.5401594114040466
nl0.5123537061118335
de0.5021573182874212
no0.48506694129763134
ro0.4722026741731175
ca0.4594594594594595
es0.453551912568306
pt0.4533527696793003
da0.45034811286185417
sv0.4460856720827179
it0.44113263785394935
et0.3760399334442596
cs0.3710691823899371
yo0.34210526315789475
sk0.33005806163465834
sq0.31097841065686727
az0.30747922437673125
ms0.3055555555555556
hr0.29145016532829476
pl0.28639391056137015
hu0.2767598842815815
lt0.26936190940087673
sl0.26071956628881227
lv0.2401215805471125
tr0.2260061919504644
is0.19871794871794873
fi0.14578587699316628
vi0.10661107802263252
eu0.1039426523297491
reliabletrue
passestrue
3
name"Marie"
dialogue"Je ne comprends pas un mot de ce que vous dites... Pourquoi vous me montrez un insigne ? Il s'est passé quelque chose de grave, n'est-ce pas ? J'étais juste là-bas pour photographier le brouillard sur les collines, mais... mon Dieu, j'ai vu quelque chose d'horrible."
detectedLang"fr"
heavyLang"fr"
scores
fr0.8027798647633358
ca0.5643153526970954
en0.5386643233743409
es0.5362190812720848
it0.5073506412261495
pt0.4728915662650602
ro0.4307914709071196
tl0.35078318219291016
no0.34890450599421247
de0.3274978650725875
nl0.327210593763349
yo0.3089074155331285
ms0.3027888446215139
sq0.3024800708591674
sl0.27486187845303867
lt0.2691415313225058
da0.26021606387975577
sv0.2446043165467626
hr0.21407185628742514
fi0.2128935532233883
et0.21092184368737474
hu0.19313524590163936
lv0.19106317411402157
tr0.17539267015706805
sk0.14864864864864863
cs0.126940133037694
az0.10154021677124929
vi0.09064665127020785
hi0.08959537572254335
eu0.08216783216783217
pl0.0546218487394958
is0.03963414634146342
reliabletrue
passestrue
4
name"Hunter"
dialogue"Whoa, hold on. French? Look, miss, I don't speak a lick of French. I need you to slow down. Did you see anything unusual out by the orchard last night?"
detectedLang"en"
heavyLang"en"
scores
en0.8070136744596383
tl0.6309574019401097
et0.468408262454435
yo0.44864524259609323
da0.4318181818181818
no0.4307091737150293
cs0.426981008513425
pl0.3936243936243936
sk0.38380281690140844
hr0.34210526315789475
fr0.3411144578313253
nl0.3305279265493497
sq0.30500397140587765
ca0.2988782051282051
it0.26593959731543626
pt0.26160337552742613
es0.2597292724196278
de0.25468483816013626
ms0.2527754056362084
sv0.24176776429809357
lv0.22566371681415928
lt0.22153024911032027
ro0.20742753623188404
is0.20598911070780399
hu0.20309653916211293
fi0.1957720588235294
sl0.19429097605893186
tr0.14383561643835618
az0.13194444444444445
vi0.13194444444444445
hi0.08759124087591241
be0.07407407407407407
eu0.07407407407407407
uk0.06716417910447761
reliabletrue
passestrue
5
name"Marie"
dialogue"C'était terrifiant... Il y avait une silhouette près de la vieille grange abandonnée. Elle traînait une silhouette inerte dans les hautes herbes. J'ai voulu crier, mais aucun son n'est sorti. Regardez mes mains, je n'arrive toujours pas à m'arrêter de trembler."
detectedLang"fr"
heavyLang"fr"
scores
fr0.7942857142857143
ca0.4729136163982431
es0.43467336683417085
en0.4174757281553398
it0.38545578695800614
da0.3814432989690722
pt0.3670886075949367
no0.36686598663383746
de0.34664246823956446
nl0.29879236462797043
ro0.29494712103407755
sq0.28741092636579574
tl0.2756539235412475
yo0.22945205479452058
sv0.2112182296231376
et0.1773308957952468
fi0.17279411764705882
tr0.1712707182320442
hu0.16859122401847576
lt0.16434540389972147
az0.16317991631799164
sl0.15572232645403375
eu0.15453264443400658
pl0.15294117647058825
hr0.11678115799803727
ms0.11547911547911548
cs0.10269192422731804
sk0.10179640718562875
vi0.09182643794147326
is0.05263157894736842
lv0.04661016949152543
reliabletrue
passestrue
6
name"Hunter"
dialogue"Okay, I'm not following any of that. English, please. Did you see someone? A man? Tall, dark coat?"
detectedLang"en"
heavyLang"en"
scores
en0.8122755468494941
tl0.6166666666666667
nl0.3940990516332982
no0.37158469945355194
de0.3702081051478641
ro0.35101580135440186
da0.32193396226415094
ca0.3187203791469194
sv0.31302270011947436
et0.28836633663366334
yo0.2874845105328377
pt0.27490542244640603
cs0.267515923566879
es0.267515923566879
it0.2609254498714653
hr0.24242424242424243
lv0.23638778220451526
lt0.23435419440745675
is0.2219215155615697
hu0.213406292749658
tr0.21232876712328766
ms0.19014084507042253
sk0.1843971631205674
fr0.16907514450867053
pl0.15441176470588236
sl0.13533834586466165
sq0.11128284389489954
az0.10852713178294573
eu0.10852713178294573
vi0.10852713178294573
fi0.0987460815047022
reliabletrue
passestrue
7
name"Marie"
dialogue"Pourquoi vous haussez le ton ? Je n'ai rien fait de mal, je vous le jure ! Je voulais juste partir d'ici, mais mes jambes ne voulaient plus bouger. Cet homme... il a tourné la tête vers moi et je me suis enfuie à travers les pommiers."
detectedLang"fr"
heavyLang"fr"
scores
fr0.8038000826104915
ca0.5211693548387096
es0.4774477447744775
ro0.4644870349492672
pt0.4512899499422411
it0.4128553770086526
da0.4126133553173949
no0.40401505646173147
et0.39695302581464237
nl0.3873602751504729
en0.3777292576419214
sl0.3612729717615419
de0.3528610354223433
yo0.3505013673655424
sq0.33535447761194026
tr0.30892337536372455
tl0.2980295566502463
hr0.2766497461928934
sk0.27035330261136714
cs0.26659804426145134
hu0.2581988547631442
sv0.2464304600740349
lt0.2408098028769313
ms0.23878205128205127
lv0.22470076169749728
az0.22088572990705302
fi0.21052631578947367
pl0.19673055242390078
is0.18291284403669725
eu0.16958041958041958
vi0.09753008233058898
reliabletrue
passestrue
8
name"Hunter"
dialogue"Your camera. Can I see the camera? Pictures. Photos. Did you take photos of the tree line?"
detectedLang"en"
heavyLang"en"
scores
en0.8108448928121058
tl0.6691176470588235
ca0.5535714285714286
fr0.5398773006134969
nl0.48805460750853247
no0.4742990654205608
ro0.47058823529411764
sv0.45121951219512196
et0.4238156209987196
yo0.40554821664464996
de0.39839572192513373
da0.3910690121786198
it0.3775933609958506
cs0.3670886075949367
ms0.336283185840708
lv0.3253373313343328
sq0.3202416918429003
es0.28457869634340227
is0.2524916943521595
tr0.24623115577889448
lt0.24114671163575044
az0.23728813559322032
hr0.23599320882852293
pl0.21875
pt0.15094339622641512
sl0.14772727272727273
hi0.14611005692599618
sk0.13793103448275862
be0.1346153846153846
hu0.12959381044487428
uk0.12280701754385964
vi0.12280701754385964
reliabletrue
passestrue
9
name"Marie"
dialogue"Mon appareil ? Non, non, s'il vous plaît... Ne me forcez pas à regarder l'écran. J'ai déclenché le flash par accident en trébuchant. Je crois... je crois que j'ai capturé son visage. C'est sur la carte mémoire, mais j'ai trop peur de vérifier."
detectedLang"fr"
heavyLang"fr"
scores
fr0.7997246213543623
es0.521244763614602
ca0.48119325551232167
it0.43642127509686507
pt0.4242533285354444
en0.4152046783625731
ro0.4106813996316759
nl0.40674823878383387
sq0.38884644766997706
sl0.34399343993439935
da0.3263157894736842
tl0.31827865360034086
no0.3082576740164289
sv0.27862939585211904
yo0.269739844819717
de0.24634950541686293
cs0.24206537186167693
hu0.21875
tr0.20398009950248755
lt0.18781725888324874
sk0.18699186991869918
lv0.18450560652395515
hr0.17653113741636645
eu0.17227108122090015
et0.15789473684210525
az0.1341991341991342
fi0.1337303735787764
ms0.1261605679956308
pl0.09142532651902328
is0.07727797001153403
vi0.0498812351543943
hi0.04648390941597139
reliabletrue
passestrue
10
name"Hunter"
dialogue"Look, I’m trying to help you here, but I can't understand a single syllable. Just let me see the display—"
detectedLang"en"
heavyLang"en"
scores
en0.8105565717272015
tl0.6074715755278831
no0.547158026233604
da0.5153743315508021
cs0.495125348189415
fr0.47954055994257
sv0.47691197691197695
ca0.4585511575802838
sq0.45324283559577677
sk0.43623639191290825
de0.41104792851340366
et0.40476190476190477
ro0.40280065897858325
it0.40082644628099173
nl0.40082644628099173
yo0.3829787234042553
pl0.3798118049615056
es0.37553832902670115
sl0.35783879539415414
hr0.33608058608058605
pt0.3114909781576448
ms0.2974806201550388
lv0.2602040816326531
lt0.25564681724846
hu0.2352320675105485
is0.22625400213447172
tr0.16857798165137614
fi0.15990730011587484
az0.15501165501165504
vi0.15501165501165504
be0.0880503144654088
eu0.0880503144654088
uk0.0799492385786802
reliabletrue
passestrue
11
name"Hunter"
dialogue"Hunter. Go ahead... When? At the lake access road? Don't let anyone near the perimeter, I'm in the car in two minutes."
detectedLang"en"
heavyLang"en"
scores
en0.8078018223234624
tl0.604337631887456
da0.5076586433260394
fr0.4676656151419558
no0.452998379254457
sv0.45077298616761596
nl0.43277310924369744
de0.40423654015887023
sl0.4005328596802842
it0.3951612903225807
ro0.3951612903225807
ms0.38580527752502275
ca0.3509615384615385
sq0.3336623889437315
es0.2976066597294485
yo0.28722280887011614
et0.28038379530916846
pl0.2741935483870968
pt0.2702702702702703
cs0.21693735498839908
tr0.20960187353629978
fi0.17380660954712362
sk0.17380660954712362
lv0.1687192118226601
hr0.15730337078651685
lt0.15307402760351316
az0.11067193675889328
reliabletrue
passestrue
12
name"Hunter"
dialogue"Duty calls. Don't leave this cafe, alright? Don't go anywhere. We are not done with this conversation."
detectedLang"en"
heavyLang"en"
scores
en0.8010610079575596
tl0.5677233429394812
de0.494949494949495
fr0.44495837187789083
nl0.38080495356037153
da0.3562231759656652
ro0.33920704845814975
yo0.33847850055126794
es0.3103448275862069
ca0.3071593533487298
sv0.2966002344665885
no0.269183922046285
pl0.2601726263871763
pt0.22978177150192552
it0.20948616600790515
sq0.2
ms0.19786096256684493
fi0.12023460410557184
tr0.11504424778761062
zh0.1137370753323486
lt0.10714285714285714
az0.09502262443438914
lv0.09502262443438914
is0.08952959028831564
reliabletrue
passestrue
13
name"Marie"
dialogue"Attendez ! Monsieur ! Ne partez pas... Ne me laissez pas toute seule avec ça !"
detectedLang"fr"
heavyLang"fr"
scores
fr0.8168851195065535
sq0.4908896034297963
it0.4870410367170626
en0.47973713033954
ca0.46206115515288787
nl0.46206115515288787
lt0.4583808437856328
es0.43653618030842234
no0.3902439024390244
sl0.37335092348284965
pt0.36241610738255037
lv0.3457300275482094
ms0.3338008415147265
et0.326241134751773
tr0.32239657631954355
ro0.2931547619047619
hr0.27480916030534347
de0.26356589147286824
fi0.2554858934169279
da0.24841772151898736
tl0.24841772151898736
cs0.23387096774193547
hu0.23387096774193547
sv0.22764227642276424
az0.14414414414414414
eu0.14414414414414414
pl0.12844036697247707
sk0.1171003717472119
yo0.11048689138576778
reliabletrue
passestrue