Run: 2026-07-25-01KYCVXVXZR103KM3SX8BAS51Z

Run Details

Model:
Gemini 3.6 Flash (Reasoning, Minimal)
Test:
Language Writing
Scenario:
Character dialogue (Spanish) in a story
Duration:
4.2s
Cost:
$0.004409
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="Maria"> Maria is a 30-year old college student on a study abroad program. Born in Spain, she is fluent in Spanish 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 Spanish, 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: Maria 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 Spanish, and Hunter looks confused. They talk for a while, until Hunter gets a call and has to leave. Return the dialogue between Maria and Hunter as a voice sheet: Maria: "..." Hunter: "..."

Model response

AI
Hunter: "Mind if I sit down? I'm Detective Hunter. I'm looking into what happened down by the old mill during the festival kickoff last night, and a few folks said they saw you taking pictures nearby." Maria: "Oh, hola... Lo siento, ¿me estás hablando a mí? No hablo inglés... ¿Hablas español?" Hunter: "Uh, right. Look, I don't need a whole speech. I just need to know if you saw anything unusual last night. A man went missing. Tall, wearing a red flannel jacket. Did you see him?" Maria: "No entiendo lo que dices, pero... ay, dios mío, anoche fue horrible. Estaba tomando fotos cerca del río y vi a alguien arrastrando una bolsa enorme hacia el agua. Tenía mucho miedo, pensé que me había visto." Hunter: "Slow down, ma'am. I have no idea what 'dios mío' or any of that means. Did you see the missing man or not? Red jacket? Big guy?" Maria: "Por favor, déjame enseñarte... Mira mi cámara. Creo que tomé una foto de la sombra de ese hombre, pero la borré porque entré en pánico. Estoy muy nerviosa, no he podido dormir en toda la noche." Hunter: "You're shaking. Okay, clearly you're upset about something, but pointing at your camera isn't helping me if you won't just give me a straight answer. Did you take a picture of the suspect?" Maria: "¡No comprendo nada! Solo quiero irme a mi residencia. Este pueblo es muy extraño y me siento vigilada desde que llegué." Hunter: "Hold on, don't get worked up. Just let me see the camera. Can I look at the pictures?" Maria: "No, mi cámara no. Es muy costosa y no quiero que la toques. Si quieres ayudarme, busca a alguien que pueda traducir lo que digo, por favor." Hunter: "Great. Just great. Communication breakdown at its finest." Hunter: "Hang on a second, my phone is ringing... Hunter here. What? Another one? Down by the orchard? I'm on my way." Hunter: "Look, miss, I have to go—duty calls. Stay right here in town, alright? Don't leave Alborn. We're going to finish this conversation later when I can figure out what you're trying to tell me."
created_at"2026-07-25T14:47:35.114Z" 7/25/2026, 2:47:35 PM
model"google/gemini-3.6-flash-20260721"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency840
moderation_latency(null)
generation_time4175
tokens_prompt304
tokens_completion517
native_tokens_prompt284
native_tokens_completion531
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"
usage0.0044085
router(null)
provider_responses
0
endpoint_id"5d6d133d-a953-4781-a835-7ee76f4e1388"
id"h8xkas2RC7r3jrEPgIfOwQk"
is_byokfalse
latency840
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-1784990855-zHYNpeC1GxooUcjOMCvr"
session_id(null)
preset_id(null)
api_type"completions"
id"gen-1784990855-0zjKcLmAw24zPmsvkzqI"
upstream_id"h8xkas2RC7r3jrEPgIfOwQk"
total_cost0.0044085
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"Hunter"
dialogue"Mind if I sit down? I'm Detective Hunter. I'm looking into what happened down by the old mill during the festival kickoff last night, and a few folks said they saw you taking pictures nearby."
detectedLang"en"
heavyLang"en"
scores
en0.7985599177095835
tl0.610540271793172
da0.5120431893687708
no0.5077503142019271
sv0.4821507271925959
fr0.4537424453742445
nl0.4478383458646617
ca0.4307170542635659
ro0.40806045340050384
sq0.3779777660137639
cs0.375
et0.3713215623327982
it0.3645213628988642
pt0.35439560439560436
de0.34430803571428575
ms0.3270332187857961
sk0.309635722679201
hr0.3063754427390791
pl0.305965741287655
es0.29556354916067146
yo0.29259482239614687
sl0.2874469375379018
hu0.24339987121699935
lt0.23997412677878394
tr0.19904567143830945
lv0.1918844566712517
az0.17601683029453014
is0.1510115606936416
fi0.14916727009413466
vi0.10168195718654435
be0.05622489959839357
eu0.05622489959839357
uk0.050888529886914384
reliabletrue
passestrue
1
name"Maria"
dialogue"Oh, hola... Lo siento, ¿me estás hablando a mí? No hablo inglés... ¿Hablas español?"
detectedLang"es"
heavyLang"es"
scores
es0.7842170160295932
pt0.66624284806103
it0.6082089552238806
ca0.5617696160267112
hu0.47447447447447455
fr0.45987654320987653
en0.4230769230769231
yo0.41731409544950054
nl0.3993135011441648
tl0.396551724137931
sk0.38162544169611307
no0.3794326241134752
tr0.373508353221957
et0.358974358974359
lt0.3574051407588739
sq0.34701492537313433
cs0.3009320905459388
hr0.2886178861788618
lv0.2768595041322314
ro0.2738589211618257
eu0.2647058823529412
pl0.25531914893617025
sl0.2532005689900427
is0.2369186046511628
vi0.23469387755102045
ms0.21875
fi0.2081447963800905
da0.20454545454545453
az0.20212765957446807
sv0.20212765957446807
de0.1935483870967742
reliabletrue
passestrue
2
name"Hunter"
dialogue"Uh, right. Look, I don't need a whole speech. I just need to know if you saw anything unusual last night. A man went missing. Tall, wearing a red flannel jacket. Did you see him?"
detectedLang"en"
heavyLang"en"
scores
en0.8010867455850961
tl0.5824847250509165
sv0.45738485971413445
da0.45420660276890307
et0.4333886124930901
no0.4040697674418605
nl0.3938497930218805
ms0.3365695792880259
cs0.3031951053704963
hr0.3012951601908657
ca0.2921270718232044
yo0.28918169209431344
de0.2862116991643454
pl0.2631200575125809
lv0.26152737752161387
fr0.2583212735166426
lt0.25073099415204675
sk0.2457689477557027
sq0.22990232907588282
it0.2293233082706767
es0.22230652503793627
is0.220532319391635
sl0.21815408085430968
pt0.215761285386381
ro0.182615629984051
hu0.17868589743589747
az0.16189697465249386
tr0.12542662116040956
fi0.120926243567753
vi0.11485319516407601
be0.0639269406392694
eu0.0639269406392694
uk0.057904411764705885
reliabletrue
passestrue
3
name"Maria"
dialogue"No entiendo lo que dices, pero... ay, dios mío, anoche fue horrible. Estaba tomando fotos cerca del río y vi a alguien arrastrando una bolsa enorme hacia el agua. Tenía mucho miedo, pensé que me había visto."
detectedLang"es"
heavyLang"es"
scores
es0.8012882006303961
pt0.6383137939635819
ca0.5855958845384396
it0.5771361913094196
fr0.4603647190174916
no0.3910121797564049
tl0.3784826403771967
en0.3752692804825506
ro0.3728373702422146
sv0.3623570800351803
sk0.32116104868913853
da0.31344696969696967
nl0.2825333993072736
sl0.28217821782178215
et0.2731829573934837
pl0.25831202046035806
lv0.2479253112033195
eu0.24596983879355175
sq0.22584089695675386
lt0.20765027322404372
vi0.19845218352681038
hr0.19444444444444445
tr0.1849353569421023
fi0.17940011318619128
de0.1657077100115075
ms0.16474654377880185
az0.1637831603229527
hu0.16233391103408434
cs0.1559953434225844
yo0.15005861664712777
is0.14454277286135694
reliabletrue
passestrue
4
name"Hunter"
dialogue"Slow down, ma'am. I have no idea what 'dios mío' or any of that means. Did you see the missing man or not? Red jacket? Big guy?"
detectedLang"en"
heavyLang"en"
scores
en0.8011800923550538
tl0.6236036911121904
da0.47705802968960864
no0.43962400578452643
sv0.42077727952167415
ca0.4172932330827067
nl0.3854084060269627
es0.3584437086092715
hr0.2889908256880734
pt0.2889908256880734
yo0.2837338262476894
is0.28174235403151066
lv0.28040854224698236
et0.2777260018639329
de0.2590822179732314
ms0.25480769230769235
it0.251207729468599
tr0.23343224530168152
fr0.22731804586241278
sq0.21479229989868287
pl0.20594262295081966
cs0.19102296450939457
sk0.17377398720682302
lt0.16845493562231761
az0.14174972314507198
ro0.10404624277456648
fi0.0914419695193435
sl0.08823529411764706
be0.08284023668639054
hu0.07957244655581948
uk0.07517899761336516
vi0.07517899761336516
reliabletrue
passestrue
5
name"Maria"
dialogue"Por favor, déjame enseñarte... Mira mi cámara. Creo que tomé una foto de la sombra de ese hombre, pero la borré porque entré en pánico. Estoy muy nerviosa, no he podido dormir en toda la noche."
detectedLang"es"
heavyLang"es"
scores
es0.77750088999644
pt0.6289700207776789
ca0.6066708621774701
fr0.5742506811989101
it0.5320104829651816
tl0.39584340260995654
ro0.3696419566313667
sl0.35699588477366256
no0.34554973821989526
sk0.3297587131367293
nl0.3173129437465866
sq0.3173129437465866
da0.3043962159154146
en0.2681498829039813
tr0.2625368731563422
hr0.2541766109785203
sv0.24471299093655588
cs0.2428831011508177
de0.23873325213154686
yo0.23124231242312424
eu0.2288710672424429
lv0.18140144073346431
pl0.14733969986357437
hu0.1270949720670391
fi0.12280701754385964
az0.11847672778561354
et0.09812409812409814
is0.09682080924855492
lt0.09090909090909091
vi0.06296851574212893
ms0.04798172124904798
reliabletrue
passestrue
6
name"Hunter"
dialogue"You're shaking. Okay, clearly you're upset about something, but pointing at your camera isn't helping me if you won't just give me a straight answer. Did you take a picture of the suspect?"
detectedLang"en"
heavyLang"en"
scores
en0.8026868178001679
tl0.637904468412943
fr0.4832893579595427
nl0.44861567339277336
no0.43099273607748184
ro0.3921365752715986
ms0.39182194616977223
da0.38642297650130547
sv0.38190426091530777
it0.36486486486486486
de0.3395165823496346
pt0.3387732132808103
yo0.29174201326100063
es0.29131483715319667
sq0.2669993761696819
sl0.26516572858036275
et0.24872122762148338
ca0.2477592829705506
is0.24291237113402062
hr0.2315238718116416
fi0.22544495715227425
cs0.19959128065395096
pl0.1896551724137931
lt0.16666666666666666
sk0.1564967695620962
hu0.11720510894064613
lv0.10646387832699619
tr0.10373760488176964
az0.09892638036809816
eu0.05622489959839357
vi0.05622489959839357
reliabletrue
passestrue
7
name"Maria"
dialogue"¡No comprendo nada! Solo quiero irme a mi residencia. Este pueblo es muy extraño y me siento vigilada desde que llegué."
detectedLang"es"
heavyLang"es"
scores
es0.8146936995857859
pt0.6840148698884758
ca0.6408956485002112
it0.62322695035461
fr0.5089543616406702
en0.45054945054945056
ro0.42876344086021506
sk0.42489851150202973
lt0.38316400580551524
hu0.3772893772893773
tl0.37637564196625095
sl0.3708364174685418
nl0.3531202435312024
pl0.34615384615384615
hr0.3415956622773044
cs0.33903576982892686
de0.2892976588628763
lv0.27412467976088817
tr0.2735042735042735
no0.27163667523564694
et0.25569176882662
sq0.24712134632418067
yo0.195837275307474
vi0.1650294695481336
ms0.1474423269809428
sv0.1457286432160804
fi0.13967611336032387
da0.13353720693170235
is0.08108108108108109
az0.07608695652173912
eu0.07608695652173912
reliabletrue
passestrue
8
name"Hunter"
dialogue"Hold on, don't get worked up. Just let me see the camera. Can I look at the pictures?"
detectedLang"en"
heavyLang"en"
scores
en0.8154362416107384
tl0.610757254069356
da0.577897160399079
et0.5535714285714286
ca0.5465787304204451
no0.5031616982836495
fr0.49817518248175185
sv0.461839530332681
ro0.42105263157894735
nl0.41737288135593226
sq0.39560439560439564
it0.39091915836101887
cs0.34679334916864607
yo0.32844932844932845
ms0.298469387755102
hr0.29214929214929214
fi0.29032258064516125
pl0.2763157894736842
es0.26764314247669774
sl0.2597577388963661
is0.2286115007012623
sk0.2109038737446198
tr0.2109038737446198
lv0.20977011494252876
de0.207492795389049
az0.20289855072463767
pt0.13793103448275862
hi0.13249211356466878
be0.11290322580645161
hu0.1085899513776337
lt0.10277324632952692
uk0.10277324632952692
vi0.10277324632952692
reliabletrue
passestrue
9
name"Maria"
dialogue"No, mi cámara no. Es muy costosa y no quiero que la toques. Si quieres ayudarme, busca a alguien que pueda traducir lo que digo, por favor."
detectedLang"es"
heavyLang"es"
scores
es0.8122720446256169
ca0.6772408705274806
pt0.6525019857029388
it0.563373253493014
fr0.5445080687142113
ro0.5125348189415042
sq0.40798376184032475
tl0.4010951403148528
yo0.3898186889818689
no0.3829337094499295
pl0.36777456647398843
sl0.36084733382030676
sk0.35850439882697943
en0.34750186428038776
lv0.33912386706948644
hu0.3269230769230769
hr0.32588597842835126
cs0.31156569630212433
da0.3022328548644338
de0.28396072013093293
vi0.2816091954022989
tr0.2640874684608915
lt0.26035502958579887
et0.24828178694158076
nl0.1814780168381665
sv0.1760828625235405
ms0.12587412587412586
is0.07894736842105263
az0.07407407407407407
eu0.07407407407407407
fi0.06716417910447761
reliabletrue
passestrue
10
name"Hunter"
dialogue"Great. Just great. Communication breakdown at its finest."
detectedLang"en"
heavyLang"en"
scores
en0.7987349051178838
tl0.6489468405215646
fr0.5684340320591862
da0.5530012771392081
no0.5244565217391305
nl0.4728915662650602
it0.46808510638297873
sv0.44178628389154706
et0.41569282136894825
de0.3566176470588235
ro0.35304990757855825
es0.328214971209213
ca0.29718875502008035
yo0.20993227990970656
fi0.1898148148148148
zh0.18032786885245902
pt0.16864608076009502
az0.16467780429594273
sk0.16467780429594273
reliabletrue
passestrue
11
name"Hunter"
dialogue"Hang on a second, my phone is ringing... Hunter here. What? Another one? Down by the orchard? I'm on my way."
detectedLang"en"
heavyLang"en"
scores
en0.8100303951367781
tl0.6297393364928909
nl0.5342771982116244
fr0.5297215951843491
da0.4703389830508474
pl0.4374437443744375
no0.43387681159420294
sk0.405893536121673
cs0.4041944709246902
yo0.4024856596558317
it0.37686939182452645
ms0.3654822335025381
hu0.3315508021390375
sq0.33083511777301927
et0.33011789924973206
de0.32795698924731176
sv0.3206521739130435
ca0.31991294885745375
hr0.3146929824561403
ro0.3040089086859688
es0.2707117852975496
fi0.2541766109785203
pt0.24516908212560387
vi0.24516908212560387
is0.21085858585858586
sl0.1925064599483204
tr0.17871222076215507
hi0.11847672778561354
lt0.11598302687411598
az0.10071942446043164
eu0.10071942446043164
lv0.10071942446043164
reliabletrue
passestrue
12
name"Hunter"
dialogue"Look, miss, I have to go—duty calls. Stay right here in town, alright? Don't leave Alborn. We're going to finish this conversation later when I can figure out what you're trying to tell me."
detectedLang"en"
heavyLang"en"
scores
en0.8108804120392725
tl0.5172555464256368
da0.42961165048543687
de0.42877977637335923
fr0.42486539402838963
no0.38190426091530777
nl0.36929683306494904
it0.3610657966286025
yo0.34503901895206246
sv0.3320068220579875
ca0.32198499711482975
ro0.3144690781796966
sq0.3112543962485346
pl0.3104460093896714
es0.27289603960396036
pt0.2572692793931732
sl0.23602080624187255
az0.19630642954856362
hr0.17832167832167833
lv0.17427969079409697
lt0.16902404526166903
cs0.16725726435152374
ms0.1631054131054131
sk0.14793328498912253
et0.11852963240810202
fi0.11786786786786788
tr0.11119515885022693
is0.09406322282189669
zh0.06150159744408946
hi0.060751398880895285
be0.05622489959839357
hu0.05394524959742351
uk0.050888529886914384
vi0.050888529886914384
reliabletrue
passestrue