Run: 2026-09-02-01M1HHAG7875K2FQPDP5CSXTT3

Run Details

Model:
Gemini 3.8 Flash (Reasoning, Medium)
Test:
Language Writing
Scenario:
Character dialogue (Spanish) in a story
Duration:
8.6s
Cost:
$0.007788
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, miss. Detective Hunter. Mind if I sit? I need to ask you a couple of quick questions about what you might have seen out near the old Miller orchard yesterday evening." Maria: "¿Perdón? No... lo siento, no hablo inglés. ¿Es usted policía? Ay, Dios mío... fue horrible, todavía no puedo dejar de temblar." Hunter: "Spanish? Terrific. Look, ma'am, I don't know a lick of Spanish. Did you see someone out by the apple trees? Tall man, red jacket? We've got another person missing." Maria: "Estaba tomando fotos del atardecer, de los manzanos para un proyecto... y de repente escuché gritos. Había alguien forcejeando en la maleza. ¡Mire, intente ver aquí en la pantalla!" Hunter: "Slow down. Slower. I can't understand a word of that. Are you pointing at your camera? Did you take a picture of something out there?" Maria: "No pude enfocar bien, había demasiada niebla entre los árboles, pero vi cómo arrastraban a alguien. Una persona cayó al suelo y no volvió a levantarse. Tengo mucho miedo, señor. ¿No me entiende?" Hunter: "Trees. Fog. That's just a gray blur, ma'am. Wait... is that a boot? Did someone fall? Fall down? *Down*?" Maria: "¡Sí, al suelo! ¡Se cayó! Y luego otra figura apareció de la nada. Alguien muy corpulento. Intenté acercarme pero escuché un motor... y salí corriendo." Hunter: "Okay, you're gesturing like... a steering wheel? A vehicle? There was a car parked out on the dirt access road?" Maria: "¡Un coche, sí! Un coche oscuro, grande, sin luces encendidas. La matrícula estaba cubierta de barro, no pude fotografiarla. Fue todo tan rápido..." Hunter: "Car. Dark car. Damn it, I need Ramirez down here to translate this properly. Just sit tight, ma'am, let me—" Hunter: "Hold on. Hunter speaking. ...What? Speak up, Miller. Where? The drainage ditch off County Road 4? Don't touch a damn thing, secure the perimeter. I'm three minutes out." Hunter: "Listen to me, miss. Stay right here in this booth. Finish your coffee, do not delete whatever is on that memory card, and do not leave town. Stay. I'll be right back with someone who speaks your language." Maria: "¿Adónde va? ¿Qué ha pasado? ¡Por favor, no me deje aquí sola, no sé qué hacer con esto!"
created_at"2026-09-02T17:05:32.405Z" 9/2/2026, 5:05:32 PM
model"google/gemini-3.8-flash-20260902"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency1173
moderation_latency(null)
generation_time8518
tokens_prompt304
tokens_completion1108
native_tokens_prompt284
native_tokens_completion2020
native_tokens_completion_images0
native_tokens_reasoning1432
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"
usage0.007788
router(null)
user_agent"langchainjs-openai/1.0.0 ((node/v24.19.0; linux; x64))"
http_referer(null)
request_id"req-1788368732-6dvdj5ueXPrK94uZgxdD"
session_id(null)
preset_id(null)
api_type"completions"
id"gen-1788368732-SlPTalRvHtOSll7Ws7MF"
upstream_id"XFeYavvwHt-X_uMPhr3M2Ak"
provider_responses
0
endpoint_id"d376f781-516d-42f9-936d-46f19abca6cc"
id"XFeYavvwHt-X_uMPhr3M2Ak"
is_byokfalse
latency1171
model_permaslug"google/gemini-3.8-flash-20260902"
provider_name"Google AI Studio"
status200
total_cost0.007788
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. Mind if I sit? I need to ask you a couple of quick questions about what you might have seen out near the old Miller orchard yesterday evening."
detectedLang"en"
heavyLang"en"
scores
en0.8081094610378774
tl0.5917642882499112
fr0.5645588792124195
no0.55078125
da0.5346013759611493
nl0.46536494653649463
it0.4465832531280077
sv0.4244244244244244
ca0.42036290322580644
pt0.38666666666666666
de0.3863393810032017
es0.3614658523042754
yo0.35646334639059873
ro0.35284186831738884
sq0.33679354094579006
et0.32193396226415094
cs0.3105515587529976
hr0.27398989898989895
is0.2698412698412699
sl0.2698412698412699
hu0.2580645161290322
tr0.24540682414698162
pl0.2414248021108179
sk0.22506738544474394
ms0.19804741980474197
lv0.18149466192170818
lt0.1779842744817727
az0.16180758017492713
fi0.15627292736610418
vi0.10366328916601715
be0.05737704918032788
eu0.05737704918032788
uk0.05193734542456719
reliabletrue
passestrue
1
name"Maria"
dialogue"¿Perdón? No... lo siento, no hablo inglés. ¿Es usted policía? Ay, Dios mío... fue horrible, todavía no puedo dejar de temblar."
detectedLang"es"
heavyLang"es"
scores
es0.7950819672131147
ca0.5621019108280255
pt0.538073908174692
it0.4448183041722746
tl0.40987124463519314
en0.406901509705248
fr0.38109527381845465
eu0.3668457405986186
lt0.36293436293436293
ms0.3426294820717132
tr0.3426294820717132
hu0.3136439267886855
no0.31077694235588976
az0.3067226890756302
lv0.2918454935622317
yo0.27821522309711283
da0.26796805678793256
de0.2600896860986547
sk0.25339366515837103
cs0.2417279411764706
nl0.22462406015037595
ro0.22462406015037595
sl0.22389463781749766
sq0.20825335892514396
sv0.19747081712062256
hr0.1863905325443787
et0.16750756811301715
pl0.16497975708502025
vi0.09934497816593887
fi0.0924092409240924
reliabletrue
passestrue
2
name"Hunter"
dialogue"Spanish? Terrific. Look, ma'am, I don't know a lick of Spanish. Did you see someone out by the apple trees? Tall man, red jacket? We've got another person missing."
detectedLang"en"
heavyLang"en"
scores
en0.7898298134098831
tl0.5464601769911503
da0.5126010461245839
sv0.4963144963144963
no0.4625065547981122
nl0.4539158231220032
de0.43370165745856354
es0.40717177559282824
fr0.39563679245283023
ca0.3746186699206834
et0.36256218905472637
sq0.3621655258245177
it0.3508549715009499
is0.3335500650195058
cs0.3300653594771242
pt0.32476943346508563
ro0.3148395721925134
pl0.31300268096514744
yo0.2935906271536871
hu0.2906574394463668
sk0.2791842475386779
hr0.2730496453900709
ms0.24853372434017595
az0.2379182156133829
lv0.23564504101416855
lt0.23278443113772454
tr0.17271993543179984
fi0.16326530612244897
sl0.13865546218487396
vi0.11485319516407601
be0.0639269406392694
eu0.0639269406392694
uk0.057904411764705885
reliabletrue
passestrue
3
name"Maria"
dialogue"Estaba tomando fotos del atardecer, de los manzanos para un proyecto... y de repente escuché gritos. Había alguien forcejeando en la maleza. ¡Mire, intente ver aquí en la pantalla!"
detectedLang"es"
heavyLang"es"
scores
es0.79185119574845
ca0.6469350961538461
pt0.6260343730108211
fr0.5162618361465623
it0.5019075879610004
tl0.45016378100140386
ro0.425146771037182
sq0.41571357533565384
no0.4071644803229062
nl0.39401753481175866
da0.3610657966286025
sv0.3554580362040592
en0.3258749282845669
de0.3055555555555556
lv0.29259482239614687
tr0.26973275326289625
eu0.2623979912115505
sl0.2515923566878981
fi0.24144609425435765
pl0.22339722405816262
cs0.21509686038744155
et0.21246648793565684
ms0.21246648793565684
sk0.21087978509066488
lt0.2103494623655914
yo0.19904567143830945
vi0.17253521126760563
is0.16131334760885083
az0.13856304985337242
hu0.12444113263785396
hr0.11320754716981131
reliabletrue
passestrue
4
name"Hunter"
dialogue"Slow down. Slower. I can't understand a word of that. Are you pointing at your camera? Did you take a picture of something out there?"
detectedLang"en"
heavyLang"en"
scores
en0.8200261780104712
tl0.6682750301568154
no0.5056920311563811
ro0.5015105740181268
da0.48047858942065486
de0.47418738049713194
it0.4318181818181818
sv0.41029306647605435
nl0.4008714596949891
fr0.3325242718446602
hr0.3287225386493084
pl0.3270799347471452
cs0.32598039215686275
yo0.32098765432098764
ms0.3164871582435791
ca0.3130724396336387
is0.3130724396336387
sq0.3008474576271187
es0.2724867724867725
sk0.260752688172043
pt0.25675675675675674
sl0.23112767940354148
lt0.21875
hu0.21278625954198474
tr0.15123456790123457
az0.13883089770354906
lv0.13883089770354906
vi0.13883089770354906
et0.13249211356466878
be0.0782122905027933
eu0.0782122905027933
fi0.07094594594594594
uk0.07094594594594594
reliabletrue
passestrue
5
name"Maria"
dialogue"No pude enfocar bien, había demasiada niebla entre los árboles, pero vi cómo arrastraban a alguien. Una persona cayó al suelo y no volvió a levantarse. Tengo mucho miedo, señor. ¿No me entiende?"
detectedLang"es"
heavyLang"es"
scores
es0.8002034292356873
ca0.565698041692988
pt0.5340562521179262
fr0.4846326836581709
it0.4821092278719397
en0.4166313109885447
ms0.37329079307201457
tl0.3672342383801197
ro0.36342592592592593
sv0.3344627299128751
no0.3246561886051081
pl0.31112224448897796
sq0.29989816700610994
da0.29811128126595204
eu0.2908715832903559
nl0.2857142857142857
sk0.2759347024749868
lv0.2721016410799365
et0.2658836091831287
fi0.22228506787330315
de0.19165196942974722
hu0.17713943746259725
hr0.16514875531268974
vi0.1631162507608034
cs0.15902140672782875
is0.15280345040049292
sl0.15228113440197288
tr0.14436838830118232
lt0.139549436795995
az0.08577127659574468
yo0.07965194109772422
reliabletrue
passestrue
6
name"Hunter"
dialogue"Trees. Fog. That's just a gray blur, ma'am. Wait... is that a boot? Did someone fall? Fall down? Down?"
detectedLang"en"
heavyLang"en"
scores
en0.7731397459165155
hu0.46062567421790723
ca0.3849938499384994
et0.3464052287581699
sv0.34469200524246396
yo0.3234100135317997
nl0.31412894375857336
pt0.30362116991643456
es0.29577464788732394
sq0.25595238095238093
tl0.25595238095238093
is0.25037481259370314
no0.2389649923896499
de0.23547400611620795
ro0.21752738654147105
cs0.20886075949367086
sk0.20634920634920634
it0.2
fr0.18962722852512154
hr0.1830065359477124
pl0.17355371900826447
sl0.15254237288135594
lt0.14089347079037798
tr0.1334488734835355
da0.12587412587412586
az0.12280701754385964
eu0.12280701754385964
lv0.12280701754385964
vi0.12280701754385964
fi0.11190053285968028
ms0.11190053285968028
reliabletrue
passestrue
7
name"Maria"
dialogue"¡Sí, al suelo! ¡Se cayó! Y luego otra figura apareció de la nada. Alguien muy corpulento. Intenté acercarme pero escuché un motor... y salí corriendo."
detectedLang"es"
heavyLang"es"
scores
es0.7946513849092646
pt0.635593220338983
ca0.6307110958433528
it0.5879647374472978
fr0.580896686159844
ro0.5249668581528943
tl0.42359249329758714
cs0.4044321329639889
sq0.39058956916099774
en0.3650324867099823
da0.3527995183624323
yo0.3372379778051788
nl0.3122200895713372
no0.3068987749838814
sk0.28428761651131823
lv0.2770679219905851
tr0.26319396847155585
ms0.25450762829403606
hu0.24877707896575824
sv0.240819209039548
pl0.23104434907010016
lt0.21988388969521042
de0.21071953010279001
hr0.2037037037037037
sl0.2037037037037037
eu0.1874527588813303
az0.186222558667676
vi0.1856060606060606
et0.13793103448275862
fi0.13723916532905298
reliabletrue
passestrue
8
name"Hunter"
dialogue"Okay, you're gesturing like... a steering wheel? A vehicle? There was a car parked out on the dirt access road?"
detectedLang"en"
heavyLang"en"
scores
en0.7969314079422383
nl0.5593994778067886
tl0.5259831460674157
fr0.5036764705882353
de0.4962686567164179
da0.4943820224719101
ca0.4693396226415094
no0.4439868204283361
ro0.44306930693069313
sv0.409965034965035
sq0.38524590163934425
yo0.36500470366886173
it0.34908389585342336
et0.3316831683168317
fi0.3290258449304175
es0.30769230769230765
ms0.3048403707518023
pt0.3005181347150259
cs0.2857142857142857
sk0.2841993637327678
lv0.2826780021253985
hr0.28038379530916846
pl0.27184466019417475
tr0.2614879649890591
is0.2557883131201764
sl0.23900789177001125
lt0.23556058890147225
az0.21784472769409038
hu0.18772563176895307
hi0.11067193675889328
eu0.09395973154362416
vi0.09395973154362416
reliabletrue
passestrue
9
name"Maria"
dialogue"¡Un coche, sí! Un coche oscuro, grande, sin luces encendidas. La matrícula estaba cubierta de barro, no pude fotografiarla. Fue todo tan rápido..."
detectedLang"es"
heavyLang"es"
scores
es0.7582963156519467
pt0.6521248589695373
ca0.6468117602138221
it0.5912505523641184
fr0.5470127326150832
ro0.5061398825413774
no0.49810092240911563
yo0.4477611940298507
tl0.41787287602265577
en0.4043786220218931
sv0.3728813559322034
da0.354050279329609
nl0.34767277856135403
tr0.347212420606916
lv0.3458274398868458
de0.32134996331621424
lt0.3148148148148148
sk0.3117559523809524
sq0.30293896006028637
et0.29443173150266966
hr0.2879137798306389
eu0.27677873338545744
ms0.2611821086261981
pl0.223993288590604
cs0.22268907563025211
az0.1949521322889469
sl0.17484388938447815
is0.1387337057728119
hu0.0949119373776908
vi0.08325074331020813
reliabletrue
passestrue
10
name"Hunter"
dialogue"Car. Dark car. Damn it, I need Ramirez down here to translate this properly. Just sit tight, ma'am, let me—"
detectedLang"en"
heavyLang"en"
scores
en0.7588126159554731
no0.5026778882938026
da0.4984567901234568
tl0.494949494949495
sq0.48124501197126895
et0.44301628106255353
cs0.42324755989352264
hr0.4159928122192273
fr0.4106980961015413
sl0.3992606284658041
it0.39365671641791045
pl0.37977099236641226
ca0.36647173489278756
yo0.365234375
sv0.3551587301587301
lv0.34210526315789475
ro0.3414387031408308
lt0.3394308943089431
sk0.3340163934426229
es0.2864983534577387
ms0.27616926503340755
pt0.27616926503340755
az0.2545871559633027
vi0.18851435705368288
nl0.18444165621079048
de0.17825537294563845
eu0.1761723700887199
tr0.1698595146871009
fi0.10344827586206896
be0.09722222222222222
hu0.09344490934449094
is0.08835904628330996
uk0.08835904628330996
reliabletrue
passestrue
11
name"Hunter"
dialogue"Hold on. Hunter speaking. ...What? Speak up, Miller. Where? The drainage ditch off County Road 4? Don't touch a damn thing, secure the perimeter. I'm three minutes out."
detectedLang"en"
heavyLang"en"
scores
en0.7975899077386556
tl0.5949510173323286
fr0.49625117150890347
no0.4683481701285856
nl0.4232832618025751
da0.4160782183595872
de0.4011142061281337
ca0.3912797281993205
sv0.3717124488603156
et0.34966727162734423
ms0.349273607748184
es0.31875792141951836
sq0.3122200895713372
pt0.3001302083333333
ro0.2899603698811096
fi0.2857142857142857
tr0.28285523682454966
hr0.27315753887762
it0.2652084757347915
sk0.2440225035161744
yo0.21875
lt0.2130307467057101
cs0.20781134856300662
sl0.20781134856300662
pl0.1899020346646571
hu0.1856060606060606
is0.1787624140565317
az0.12884927066450566
lv0.10714285714285714
hi0.0724762726488352
eu0.061135371179039305
vi0.061135371179039305
reliabletrue
passestrue
12
name"Hunter"
dialogue"Listen to me, miss. Stay right here in this booth. Finish your coffee, do not delete whatever is on that memory card, and do not leave town. Stay. I'll be right back with someone who speaks your language."
detectedLang"en"
heavyLang"en"
scores
en0.8062654575432812
tl0.5882971268395234
yo0.4180287270926201
no0.4023397761953204
nl0.39182194616977223
sl0.34430803571428575
ro0.3409983174425126
da0.3365330321852061
sq0.3262614678899083
fr0.3215935334872979
et0.3152680652680653
pt0.3136682242990654
it0.3071933962264151
pl0.30390995260663506
de0.29598562013181545
ms0.2921686746987952
hu0.2701863354037267
sv0.26654182272159804
fi0.2600755667506297
cs0.25491439441978436
hr0.25349428208386277
sk0.2530197075651621
es0.24631173829377806
lt0.1918844566712517
is0.17311752287121746
tr0.15770609318996415
lv0.15039768618944324
eu0.14233576642335766
ca0.12378821774794929
vi0.08631415241057543
az0.06671961874503574
hi0.06671961874503574
reliabletrue
passestrue
13
name"Maria"
dialogue"¿Adónde va? ¿Qué ha pasado? ¡Por favor, no me deje aquí sola, no sé qué hacer con esto!"
detectedLang"es"
heavyLang"es"
scores
es0.8038116591928252
ca0.6349095966620305
it0.6067415730337079
pt0.5446660884648743
sq0.44089456869009586
no0.41275167785234906
fr0.4114349775784753
ro0.34782608695652173
en0.3346007604562738
hu0.3251928020565552
tl0.31729518855656696
lv0.3073878627968338
sv0.2595204513399154
ms0.2563739376770538
sl0.22566371681415928
nl0.22106824925816024
pl0.21758569299552907
vi0.19969512195121952
is0.1898148148148148
lt0.1873065015479876
hr0.16134185303514376
et0.15322580645161288
eu0.1518578352180937
sk0.14772727272727273
tr0.1435562805872757
yo0.14075286415711946
fi0.125
da0.11016949152542374
reliabletrue
passestrue