Run: 2026-07-25-01KYCYMA324FPCFMWAN37J7R7Z

Run Details

Model:
Gemini 3.6 Flash (Reasoning)
Test:
Language Writing
Scenario:
Character dialogue (Spanish) in a story
Duration:
13.6s
Cost:
$0.015569
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: "Excuse me, ma'am. Detective Hunter, Alborn Police. I noticed you've been taking photos around town. Mind if I ask you a few questions about what happened down by the old apple orchard earlier today?" Maria: "¿Perdón? Lo siento mucho, no hablo nada de inglés. ¿Habla usted español?" Hunter: "Uh... no. No habla español. Look, I'm investigating a disappearance. Did you see anything unusual out by the trees? Anyone suspicious?" Maria: "¡Ah, la policía! Señor, ¡tiene que ayudarme! Estaba tomando fotos de las colinas cuando vi a alguien entre los manzanos. Había un hombre... ¡y parecía que llevaba a alguien a la fuerza! Estoy muy asustada, no sabía a quién acudir." Hunter: "Whoa, slow down. I didn't catch a single word of that. Why are your hands shaking? Are you okay, miss?" Maria: "¡Mire! ¡Mire la cámara, por favor! Aquí, en la pantalla... mire esta foto." Hunter: "Photos? You want me to look at your camera? Okay... let me see." Maria: "Sí, sí, la pantalla. Pase a la siguiente imagen. ¿Ve esa sombra cerca del viejo cobertizo? ¡Había un hombre vestido de negro! Intenté gritar, pero la voz no me salía. ¡Tengo mucho miedo!" Hunter: "Hold on, don't move it so fast. Is that... a figure near the tree line? Man, I really wish I knew what you were saying right now. You definitely saw something, didn't you?" Maria: "¡Sí! ¡Fue horrible! No conozco a nadie aquí y no sé cómo explicarlo en su idioma, pero ese hombre desapareció en la niebla con otra persona. ¡Tiene que hacer algo!" Hunter: "Look, stay right here at the café. Don't go anywhere. I'm going to call dispatch and see if we have anyone on duty who can translate—" Hunter: "Hunter here... What? A sighting down at the lake? Are you sure it's his truck? I'm on my way right now. Keep it surrounded." Maria: "¿Se va? Pero... ¿qué pasa con las fotos? ¡Tiene que ver las demás! ¡Por favor, escúcheme!" Hunter: "I'm sorry, miss, I have to go. Emergency. You... stay. Stay here. Café. Safe. Got it? Don't leave town."
created_at"2026-07-25T15:34:47.663Z" 7/25/2026, 3:34:47 PM
model"google/gemini-3.6-flash-20260721"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency1469
moderation_latency(null)
generation_time13569
tokens_prompt304
tokens_completion1050
native_tokens_prompt284
native_tokens_completion2019
native_tokens_completion_images0
native_tokens_reasoning1471
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"
usage0.0155685
router(null)
provider_responses
0
endpoint_id"5d6d133d-a953-4781-a835-7ee76f4e1388"
id"l9dkasHLL4XQ1MkP9vbAyAk"
is_byokfalse
latency1469
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-1784993687-4kRIPObARBtxfHSpKWAE"
session_id(null)
preset_id(null)
api_type"completions"
id"gen-1784993687-soHccSmM9e9JFUTsOFLZ"
upstream_id"l9dkasHLL4XQ1MkP9vbAyAk"
total_cost0.0155685
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"Excuse me, ma'am. Detective Hunter, Alborn Police. I noticed you've been taking photos around town. Mind if I ask you a few questions about what happened down by the old apple orchard earlier today?"
detectedLang"en"
heavyLang"en"
scores
en0.7917951881554596
fr0.5615459564793764
tl0.5383036935704514
it0.4541043267286696
pt0.43324937027707805
es0.4228302693458743
nl0.41709844559585496
no0.39570277529095793
ca0.3715083798882682
ro0.3694535263895376
sv0.3571428571428572
sq0.3531384762817441
da0.3433852140077821
cs0.34146341463414637
de0.34049829018075234
sk0.32160804020100503
pl0.2868462757527734
sl0.28457869634340227
hr0.2647058823529412
et0.25783397471137987
lv0.23382519863791143
yo0.2285714285714286
hu0.22235023041474655
ms0.21328671328671328
tr0.21236872812135354
lt0.18772563176895307
fi0.18280871670702178
is0.1340602950609365
az0.13350449293966624
eu0.1083223249669749
vi0.08968307484828052
hi0.053959355290819896
be0.04929577464788732
uk0.0445859872611465
reliabletrue
passestrue
1
name"Maria"
dialogue"¿Perdón? Lo siento mucho, no hablo nada de inglés. ¿Habla usted español?"
detectedLang"es"
heavyLang"es"
scores
es0.821300929235168
pt0.6446339729921821
ca0.5711835334476844
it0.5348837209302325
fr0.4517543859649123
tl0.4192799070847852
eu0.39172749391727496
sk0.37027707808564225
lt0.3686868686868687
no0.36143039591315457
en0.3564993564993565
tr0.34554973821989526
yo0.3160054719562244
da0.29775280898876405
hu0.2857142857142857
ms0.24812030075187969
nl0.23430321592649314
ro0.2295839753466872
sq0.2125984251968504
lv0.20760697305863707
sv0.18566775244299674
hr0.16805324459234608
cs0.15824915824915825
vi0.1539763113367174
et0.1334488734835355
pl0.13043478260869565
de0.11816578483245149
az0.11190053285968028
reliabletrue
passestrue
2
name"Hunter"
dialogue"Uh... no. No habla español. Look, I'm investigating a disappearance. Did you see anything unusual out by the trees? Anyone suspicious?"
detectedLang"en"
heavyLang"en"
scores
en0.770056208482371
tl0.598034836980795
es0.5742667928098392
pt0.5013850415512465
fr0.4548758328285887
ca0.44029850746268656
ms0.40789473684210525
it0.3869209809264305
et0.38650306748466257
sk0.38101788170563966
nl0.37931034482758624
cs0.37413073713490963
ro0.3732590529247911
no0.3675333801827126
hr0.34593023255813954
sq0.32177844762622454
da0.32075471698113206
sv0.27594529364440873
de0.27184466019417475
pl0.24874791318864775
yo0.24050632911392408
sl0.2366412213740458
lv0.2314261315115286
hu0.21328671328671328
is0.19137466307277629
lt0.18772563176895307
eu0.17355371900826447
az0.17279411764705882
tr0.15492957746478872
fi0.11937377690802348
vi0.07216494845360825
reliabletrue
passestrue
3
name"Maria"
dialogue"¡Ah, la policía! Señor, ¡tiene que ayudarme! Estaba tomando fotos de las colinas cuando vi a alguien entre los manzanos. Había un hombre... ¡y parecía que llevaba a alguien a la fuerza! Estoy muy asustada, no sabía a quién acudir."
detectedLang"es"
heavyLang"es"
scores
es0.8065118761676009
ca0.6294403271147457
pt0.6180189673340358
it0.5365931607542346
fr0.5247459849229761
ro0.4513810064320848
tl0.40329218106995884
lv0.3739205526770294
no0.3544078361531611
et0.3500672344240251
en0.32777005099675477
sv0.3192488262910798
pl0.2933723196881091
da0.2782478845196615
nl0.2673067205659424
lt0.2620865139949109
de0.25679138903126597
tr0.2490937338166753
yo0.22084900591080067
sk0.2050438596491228
cs0.20242024202420242
hr0.20242024202420242
sq0.19800884955752213
vi0.19533851276359598
eu0.1930996104618809
hu0.1844769403824522
fi0.17378917378917377
az0.1555037856726849
sl0.14605418138987042
ms0.12545235223160436
is0.049180327868852465
reliabletrue
passestrue
4
name"Hunter"
dialogue"Whoa, slow down. I didn't catch a single word of that. Why are your hands shaking? Are you okay, miss?"
detectedLang"en"
heavyLang"en"
scores
en0.8060762766645119
tl0.6768982229402262
no0.5149555375909458
sv0.5053586150041219
de0.4814174589455489
nl0.47643979057591623
ro0.4708994708994709
fr0.45750452079566006
is0.44547134935304994
da0.3951612903225807
it0.3902439024390244
ca0.3637327677624602
yo0.34711643090315564
cs0.3442622950819672
pl0.33774834437086093
sk0.3111366245694604
hr0.29494712103407755
hu0.2709599027946537
ms0.2709599027946537
pt0.2601726263871763
sq0.2555831265508685
eu0.23371647509578544
tr0.19678714859437751
lt0.19463087248322147
az0.18144611186903137
lv0.18144611186903137
vi0.18144611186903137
es0.18032786885245902
et0.17355371900826447
sl0.13043478260869565
be0.1044776119402985
fi0.09502262443438914
uk0.09502262443438914
reliabletrue
passestrue
5
name"Maria"
dialogue"¡Mire! ¡Mire la cámara, por favor! Aquí, en la pantalla... mire esta foto."
detectedLang"es"
heavyLang"es"
scores
es0.8032528856243442
ca0.731951393852752
pt0.6122026887280249
fr0.5487364620938628
sq0.5454545454545454
no0.5410036719706242
it0.5235069885641677
ro0.49664429530201337
nl0.48489010989010994
fi0.4335347432024169
sv0.4318181818181818
da0.43009118541033436
tl0.39710610932475876
is0.3760399334442596
sl0.36655405405405406
tr0.33274021352313166
en0.2774566473988439
et0.2732558139534884
de0.2647058823529412
ms0.19700214132762314
yo0.19700214132762314
vi0.1830065359477124
eu0.16666666666666666
sk0.16666666666666666
lv0.14383561643835618
pl0.14383561643835618
cs0.1359447004608295
hr0.1359447004608295
reliabletrue
passestrue
6
name"Hunter"
dialogue"Photos? You want me to look at your camera? Okay... let me see."
detectedLang"en"
heavyLang"en"
scores
en0.7939964685108888
tl0.656188605108055
nl0.5077355836849508
da0.5042492917847025
no0.5028409090909091
fr0.4992846924177396
cs0.47839046199701935
sl0.4728915662650602
es0.445324881141046
et0.4308943089430894
it0.40476190476190477
ms0.4006849315068493
lv0.3554327808471455
lt0.3445692883895131
ca0.33078393881453155
pt0.32432432432432434
ro0.3110236220472441
sq0.29718875502008035
de0.29006085192697767
yo0.2813141683778234
pl0.27835051546391754
sk0.2738589211618257
hr0.24892703862660948
sv0.1898148148148148
hi0.18032786885245902
fi0.1764705882352941
reliabletrue
passestrue
7
name"Maria"
dialogue"Sí, sí, la pantalla. Pase a la siguiente imagen. ¿Ve esa sombra cerca del viejo cobertizo? ¡Había un hombre vestido de negro! Intenté gritar, pero la voz no me salía. ¡Tengo mucho miedo!"
detectedLang"es"
heavyLang"es"
scores
es0.7949831162566329
ca0.6573501746842246
pt0.6113989637305699
it0.5797626895187871
ro0.5395449620801733
fr0.5267260579064588
tl0.46897126197417743
no0.4669732441471572
sq0.3963068181818182
nl0.3675595238095238
en0.36186186186186187
sk0.33800623052959505
da0.3369734789391576
de0.3321110529072813
ms0.3314105925537494
lv0.3282402528977871
yo0.3047982551799346
sv0.30213464696223313
is0.29558011049723754
sl0.2873113471212968
tr0.28531390134529144
hu0.27762039660056653
cs0.2495585638610948
eu0.24377224199288253
fi0.2433234421364985
hr0.23423423423423423
et0.22914147521160824
az0.2192284139620331
pl0.2100371747211896
lt0.1930379746835443
vi0.14544235924932977
reliabletrue
passestrue
8
name"Hunter"
dialogue"Hold on, don't move it so fast. Is that... a figure near the tree line? Man, I really wish I knew what you were saying right now. You definitely saw something, didn't you?"
detectedLang"en"
heavyLang"en"
scores
en0.8252664686353312
tl0.586435070306038
da0.468367889420521
no0.4574064026044492
yo0.43946188340807174
sk0.4004796163069544
de0.3997599039615846
ca0.3983152827918171
sv0.3868792152053955
nl0.37694704049844235
cs0.3726474278544542
ro0.37146448774355756
it0.34938191281717634
hr0.3485342019543974
fr0.3442622950819672
pt0.34167215273206053
sq0.3408042188529994
es0.33642999336429996
lv0.2805755395683453
pl0.27641099855282203
ms0.274310595065312
hu0.2737835875090778
sl0.2331288343558282
lt0.23195084485407066
fi0.2254066615027111
et0.21875
tr0.19807538091419405
vi0.1883116883116883
is0.18699186991869918
az0.1638795986622074
hi0.07749077490774908
be0.06542056074766354
eu0.06542056074766354
uk0.059266227657572904
reliabletrue
passestrue
9
name"Maria"
dialogue"¡Sí! ¡Fue horrible! No conozco a nadie aquí y no sé cómo explicarlo en su idioma, pero ese hombre desapareció en la niebla con otra persona. ¡Tiene que hacer algo!"
detectedLang"es"
heavyLang"es"
scores
es0.8084780388151175
ca0.6541653857977252
it0.571101791841403
fr0.5619158878504673
pt0.48700410396716826
tl0.3872549019607844
en0.3798235942668137
ro0.36512415349887134
no0.33035714285714285
nl0.3185947910357359
eu0.3115055079559364
tr0.3110838946723821
pl0.29066834804539726
lv0.2861675126903553
sk0.2852604828462516
yo0.2834394904458599
hr0.2732558139534884
is0.2598684210526316
vi0.25397877984084877
sv0.24698795180722888
hu0.2203742203742204
sq0.21163279607568325
da0.20886075949367086
lt0.20550847457627117
az0.2049469964664311
sl0.1734019103600294
ms0.16851441241685144
fi0.16543026706231453
de0.1591928251121076
cs0.14513677811550152
et0.09783480352846832
reliabletrue
passestrue
10
name"Hunter"
dialogue"Look, stay right here at the café. Don't go anywhere. I'm going to call dispatch and see if we have anyone on duty who can translate—"
detectedLang"en"
heavyLang"en"
scores
en0.8126392546080615
tl0.5782033743730051
da0.40932311621966794
no0.38127090301003347
yo0.3808567603748327
fr0.36426116838487976
pl0.3508771929824561
nl0.34022824536376606
sq0.300302571860817
et0.29281345565749234
pt0.2911877394636015
de0.281832298136646
hr0.26992896606156275
ca0.2693522906793049
sk0.26819620253164556
cs0.2652899126290707
sv0.26177174780526735
it0.2504051863857374
ro0.2213804713804714
lv0.1696588868940754
sl0.16289592760180996
es0.1575591985428051
lt0.156021897810219
fi0.13953488372093023
tr0.13145539906103287
ms0.1290018832391714
az0.1281809613572102
vi0.08687068114511352
hi0.08325074331020813
eu0.06754032258064516
reliabletrue
passestrue
11
name"Hunter"
dialogue"Hunter here... What? A sighting down at the lake? Are you sure it's his truck? I'm on my way right now. Keep it surrounded."
detectedLang"en"
heavyLang"en"
scores
en0.8291069459757442
tl0.62776176753122
no0.4172932330827067
da0.38296178343949044
yo0.367862969004894
fr0.3673469387755102
nl0.3616144975288303
ro0.34764309764309764
de0.34210526315789475
sq0.33760683760683763
ca0.32432432432432434
cs0.32373472949389176
et0.2902930402930403
ms0.27298311444652906
sk0.27298311444652906
sv0.27298311444652906
pl0.26609848484848486
pt0.25837320574162675
hr0.25623800383877166
it0.2475728155339806
fi0.21558704453441296
hu0.16756176154672395
lv0.16756176154672395
is0.16216216216216217
sl0.16125541125541126
tr0.14928649835345773
es0.14553472987872104
hi0.09778812572759021
lt0.09568261376896149
az0.08284023668639054
eu0.08284023668639054
vi0.08284023668639054
reliabletrue
passestrue
12
name"Maria"
dialogue"¿Se va? Pero... ¿qué pasa con las fotos? ¡Tiene que ver las demás! ¡Por favor, escúcheme!"
detectedLang"es"
heavyLang"es"
scores
es0.8121645796064401
ca0.6564136125654451
pt0.6108228317272053
it0.5606694560669456
fr0.5291479820627802
ro0.4696969696969697
sq0.4134078212290503
nl0.40878378378378377
no0.3526510480887793
sl0.3346007604562738
en0.3208279430789133
tl0.3137254901960784
da0.29149797570850206
sv0.2857142857142857
cs0.27884615384615385
hr0.27586206896551724
fi0.2532005689900427
lt0.21407185628742514
de0.2033383915022762
lv0.2033383915022762
vi0.19969512195121952
eu0.18604651162790697
hu0.18604651162790697
yo0.16930379746835442
tr0.11764705882352942
sk0.11317567567567569
et0.10714285714285714
az0.10102739726027396
pl0.10102739726027396
reliabletrue
passestrue
13
name"Hunter"
dialogue"I'm sorry, miss, I have to go. Emergency. You... stay. Stay here. Café. Safe. Got it? Don't leave town."
detectedLang"en"
heavyLang"en"
scores
en0.8028261583963194
tl0.5363214837712519
da0.43661971830985913
pl0.4312796208530806
yo0.3858751279426817
it0.38524590163934425
pt0.38524590163934425
sq0.34782608695652173
cs0.3435448577680525
nl0.3142857142857143
lv0.3111366245694604
hr0.2982456140350877
no0.297423887587822
sk0.2537313432835821
lt0.21773142112125163
es0.2010652463382157
ca0.18699186991869918
sv0.18699186991869918
sl0.1678224687933426
ro0.13043478260869565
fr0.1111111111111111
be0.1044776119402985
tr0.1044776119402985
hu0.10044977511244377
az0.09502262443438914
et0.09502262443438914
is0.09502262443438914
uk0.09502262443438914
vi0.09502262443438914
reliabletrue
passestrue