Run: 2026-10-13-01M4V1YJ5YDBWDANXE4PFSNJY5

Run Details

Model:
Gemini 4 Argon (Reasoning, Medium)
Test:
Language Writing
Scenario:
Character dialogue (Spanish) in a story
Duration:
8.7s
Cost:
$0.006924
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, Alborn PD. Mind if I take a seat? I noticed you've got a pretty serious camera there. I'm looking into the disappearance of the miller's son at the apple festival setup last night, and rumor has it you were out taking photos near the orchards around dusk. Did you happen to see anything unusual?" Maria: "¿Policía? Ay, Dios mío... No te entiendo, lo siento mucho. Pero anoche... sí, estuve en el huerto haciendo fotos del paisaje y vi algo horrible. Había una camioneta negra y unos hombres discutían..." Hunter: "Whoa, hold on a second. Slow down. Are you speaking Spanish? Look, I don't speak a word of it. Do you speak any English? English?" Maria: "No, no hablo inglés. ¡Por favor, tienes que mirar esto! Mis manos todavía están temblando. Mira la pantalla de mi cámara, tomé una foto antes de esconderme entre los manzanos." Hunter: "Okay, I have no idea what you're saying, ma'am, and I'm a detective, not a translator. Let's keep this simple. You look shaken up. Are you showing me the camera? Let me see the screen." Maria: "Aquí, mira. ¿Ves esa sombra cerca del granero? Creo que se llevaron a alguien a la fuerza. ¡Tenía tanto miedo de que me vieran con el flash!" Hunter: "Well, I'll be damned. That's old man Miller's barn in the background, and those look like tire tracks. You actually caught something here, didn't you? Wait—what's this blurry figure in the corner? Point to where you were standing when you took this." Maria: "Estaba justo detrás de la colina, cerca del río. Cuando escuché el grito, corrí tan rápido como pude de regreso al pueblo. ¿Crees que están bien? ¿Qué está pasando en este lugar?" Hunter: "I still don't understand a lick of what you're telling me, miss, but your shaking hands say plenty. You saw whoever did this. I'm going to need to take this memory card as evidence, and I need to get someone down to the station who can translate—" Maria: "¿La tarjeta de memoria? ¡Sí, claro, tómala! Aquí tienes. Solo quiero ayudar, fue una noche terrible." Hunter: "Hold that thought, my phone's ringing. ... Hunter here. Wait, what? Another one missing near the cider mill? Damn it. Copy that, I'm on my way. ... Look, miss, I have to go right now. Stay put, drink your coffee, and don't talk to anyone about these photos. I'll find you later." Maria: "¿Te vas? ¿Pero qué hago yo ahora? ¡Ten cuidado, por favor!"
created_at"2026-10-13T16:36:22.345Z" 10/13/2026, 4:36:22 PM
model"google/gemini-4-argon-20261013"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency1150
moderation_latency(null)
generation_time8724
tokens_prompt304
tokens_completion617
native_tokens_prompt317
native_tokens_completion629
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(null)
usage0.006924
router(null)
user_agent"langchainjs-openai/1.0.0 ((node/v24.21.0; linux; x64))"
http_referer(null)
request_id"req-1791909382-fXWwaUX1kCBLaZBWYdJw"
session_id(null)
preset_id(null)
api_type"completions"
id"gen-1791909382-vrqID2d6vShlKlYFfSZY"
upstream_id"Bl7OarmdGquAjrEP0KmJsAk"
provider_responses
0
endpoint_id"4934736c-d662-4fe3-98eb-56def8c8c174"
id"Bl7OarmdGquAjrEP0KmJsAk"
is_byokfalse
latency1150
model_permaslug"google/gemini-4-argon-20261013"
provider_name"Google AI Studio"
status200
total_cost0.006924
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, Alborn PD. Mind if I take a seat? I noticed you've got a pretty serious camera there. I'm looking into the disappearance of the miller's son at the apple festival setup last night, and rumor has it you were out taking photos near the orchards around dusk. Did you happen to see anything unusual?"
detectedLang"en"
heavyLang"en"
scores
en0.7746781115879828
tl0.5831679237792775
fr0.47813121272365805
no0.4395516413130504
it0.4233937397034596
es0.4161801501251043
nl0.40374787052810895
de0.39845316528215413
da0.3935893733756858
sq0.37200956937799046
ca0.3676603432700994
pt0.35916997253585603
ro0.3360733480872589
sv0.3288590604026846
sl0.31662870159453305
et0.3119266055045872
yo0.2931672837428475
ms0.29006085192697767
hr0.2864424057084608
cs0.2835209825997953
sk0.2803289924605894
lv0.2456896551724138
hu0.23608584939978175
pl0.22164566345441064
tr0.20484664899659222
lt0.19663351185921957
az0.19509390571100038
is0.1895021227325357
fi0.18887601390498263
vi0.05956112852664577
ja0.045454545454545456
hi0.03536977491961414
be0.03225806451612904
eu0.03225806451612904
uk0.02912621359223301
reliabletrue
passestrue
1
name"Maria"
dialogue"¿Policía? Ay, Dios mío... No te entiendo, lo siento mucho. Pero anoche... sí, estuve en el huerto haciendo fotos del paisaje y vi algo horrible. Había una camioneta negra y unos hombres discutían..."
detectedLang"es"
heavyLang"es"
scores
es0.79226589964845
ca0.6303667898777368
pt0.5555555555555556
it0.5234604105571847
tl0.44751381215469616
fr0.4260485651214128
ro0.37349397590361444
nl0.3630573248407643
da0.3551587301587301
no0.34442763489662126
sv0.3305870236869207
lv0.31758530183727035
sl0.3036957686127477
en0.30032292787944026
sk0.28414096916299564
tr0.2809734513274336
hr0.2571428571428571
lt0.25287356321839083
pl0.24550203134068485
et0.23258559622195982
de0.232132309509746
yo0.22015596880623875
sq0.21544960772480387
eu0.21212121212121213
fi0.2058643860720831
cs0.20245398773006135
vi0.18187539332913782
az0.14921465968586387
is0.14586070959264125
hu0.13333333333333333
ms0.059334298118668596
reliabletrue
passestrue
2
name"Hunter"
dialogue"Whoa, hold on a second. Slow down. Are you speaking Spanish? Look, I don't speak a word of it. Do you speak any English? English?"
detectedLang"en"
heavyLang"en"
scores
en0.8151191454396056
tl0.5948379351740696
ro0.47224394057857705
no0.4521103896103896
yo0.44807849550286183
hr0.44029850746268656
cs0.43656093489148584
ca0.42845046570702794
sq0.4201030927835051
da0.4084136722173532
fr0.4084136722173532
pl0.40423654015887023
nl0.4015957446808511
sv0.38580527752502275
sk0.3773062730627306
de0.36500470366886173
pt0.3522072936660269
it0.34466019417475724
is0.30626927029804724
hu0.303405572755418
et0.29319371727748694
vi0.26550598476605003
lt0.2557883131201764
ms0.2474916387959866
lv0.24496644295302009
fi0.2398648648648649
sl0.23728813559322032
tr0.17883211678832117
az0.1646039603960396
es0.16356877323420074
hi0.11067193675889328
be0.09395973154362416
eu0.09395973154362416
uk0.08536585365853659
reliabletrue
passestrue
3
name"Maria"
dialogue"No, no hablo inglés. ¡Por favor, tienes que mirar esto! Mis manos todavía están temblando. Mira la pantalla de mi cámara, tomé una foto antes de esconderme entre los manzanos."
detectedLang"es"
heavyLang"es"
scores
es0.7855227882037533
ca0.6732915872583719
pt0.6401799100449775
fr0.563953488372093
it0.5581737849779087
ro0.42884340790099956
no0.3579454253611557
tl0.355877616747182
de0.3417443773998903
nl0.3413830954994512
sq0.3273542600896861
en0.3177942012507106
hu0.29161747343565525
tr0.29036073329390893
yo0.2762364294330519
et0.25925925925925924
da0.25512104283054005
lv0.2476489028213166
hr0.2197659297789337
sk0.21363040629095675
cs0.20371599203715993
fi0.18864097363083165
ms0.1780821917808219
sv0.1729841488628532
sl0.16317991631799164
pl0.15254237288135594
is0.07120743034055728
vi0.06542056074766354
lt0.060297572435395456
eu0.05511811023622047
az0.0498812351543943
reliabletrue
passestrue
4
name"Hunter"
dialogue"Okay, I have no idea what you're saying, ma'am, and I'm a detective, not a translator. Let's keep this simple. You look shaken up. Are you showing me the camera? Let me see the screen."
detectedLang"en"
heavyLang"en"
scores
en0.7991967871485943
tl0.6525584333543903
ro0.49886104783599083
es0.4845360824742268
ca0.4759409242496427
nl0.46731234866828086
no0.4430379746835443
fr0.4234800838574424
it0.41921858500527986
da0.4167550371155886
pt0.4050838290968091
sq0.40119760479041916
sv0.36599423631123923
hr0.3559718969555035
ms0.33973589435774315
cs0.3365500603136309
sl0.327217125382263
et0.31719428926132837
tr0.30203045685279184
pl0.2871030460142579
yo0.2724867724867725
de0.24502402196293757
sk0.2445054945054945
lv0.23130677847658979
hu0.16855631141345426
fi0.16792738275340394
vi0.16729750189250567
lt0.16158536585365854
az0.14860681114551083
is0.11147011308562196
eu0.11075181891673404
be0.05982905982905983
uk0.05417024935511608
reliabletrue
passestrue
5
name"Maria"
dialogue"Aquí, mira. ¿Ves esa sombra cerca del granero? Creo que se llevaron a alguien a la fuerza. ¡Tenía tanto miedo de que me vieran con el flash!"
detectedLang"es"
heavyLang"es"
scores
es0.8054076198279394
ca0.66454802259887
it0.6231654105513685
pt0.587494572297004
fr0.5041753653444677
ro0.489247311827957
sl0.47859495060373214
sq0.45308002302820954
no0.38431626701231364
tl0.3581081081081081
da0.35374149659863946
yo0.33519944016794956
nl0.3257629524485451
de0.317038102084831
sv0.3120926864590876
hr0.302496328928047
hu0.2846385542168675
en0.27035330261136714
fi0.26242236024844723
et0.2607003891050583
lv0.2601246105919003
cs0.2560689115113547
ms0.23817161186848435
sk0.23387096774193547
vi0.23076923076923078
pl0.21030756442227763
eu0.20502092050209206
tr0.15555555555555556
lt0.12923923006416133
az0.12280701754385964
is0.07317073170731707
reliabletrue
passestrue
6
name"Hunter"
dialogue"Well, I'll be damned. That's old man Miller's barn in the background, and those look like tire tracks. You actually caught something here, didn't you? Wait—what's this blurry figure in the corner? Point to where you were standing when you took this."
detectedLang"en"
heavyLang"en"
scores
en0.8078452160084814
tl0.5371848068943504
da0.4071954210956664
no0.4003308519437552
fr0.3907563025210084
nl0.3150684931506849
sq0.31344696969696967
de0.3055555555555556
sv0.28886709171162334
yo0.2717227523857358
ro0.26545086119554206
it0.257172131147541
lt0.23804519180241726
pl0.21366594360086769
ms0.21281216069489683
is0.21109902067464634
ca0.210239651416122
sl0.19444444444444445
es0.18721973094170402
az0.17425968109339407
cs0.1637831603229527
sk0.15990730011587484
lv0.13690476190476192
pt0.13690476190476192
hu0.12439613526570048
hr0.12014563106796115
et0.103831891223733
tr0.09318323952470293
ja0.06451612903225806
fi0.049180327868852465
reliabletrue
passestrue
7
name"Maria"
dialogue"Estaba justo detrás de la colina, cerca del río. Cuando escuché el grito, corrí tan rápido como pude de regreso al pueblo. ¿Crees que están bien? ¿Qué está pasando en este lugar?"
detectedLang"es"
heavyLang"es"
scores
es0.8047848479813922
pt0.682346580156799
ca0.6419865935405241
it0.5703839122486288
tl0.5160626029654036
ro0.4950580146110872
fr0.48419666374012293
nl0.32315668202764974
hu0.3160651920838184
eu0.3063754427390791
da0.3030842230130486
en0.30017867778439544
no0.29598562013181545
sv0.2938701923076923
ms0.2610062893081761
cs0.22595520421607376
sk0.21823020625415837
sq0.19077134986225894
is0.1896551724137931
yo0.18797512093987562
sl0.16843595187544233
tr0.15039768618944324
lt0.14358600583090378
fi0.1198501872659176
pl0.10849772382397571
de0.09823484267075978
lv0.07987470634299138
vi0.06671961874503574
hr0.057738572574178026
et0.05394524959742351
az0.050888529886914384
reliabletrue
passestrue
8
name"Hunter"
dialogue"I still don't understand a lick of what you're telling me, miss, but your shaking hands say plenty. You saw whoever did this. I'm going to need to take this memory card as evidence, and I need to get someone down to the station who can translate—"
detectedLang"en"
heavyLang"en"
scores
en0.8146752104535746
tl0.6200412158681092
no0.5507158087115442
da0.48961937716262977
nl0.4819107832806463
sv0.4711366081032628
fr0.45531757754800595
de0.40476190476190477
yo0.3977133523887301
pt0.39474764054164957
cs0.37763713080168776
sq0.3726074011059124
is0.35193321616871703
ms0.3507922535211268
it0.3470562195661797
ro0.34004474272930646
pl0.33378500451671184
hr0.3255601280292638
es0.3212149102623102
sk0.31996311664361454
lv0.2874396135265701
ca0.28398058252427183
sl0.28013665202537824
et0.2773150416462518
lt0.2369374030005173
tr0.21875
az0.18372993912562258
hu0.17181358787198203
eu0.14492753623188406
vi0.13030660377358488
fi0.12979351032448377
zh0.049613402061855674
be0.045307443365695796
uk0.04096228868660599
reliabletrue
passestrue
9
name"Maria"
dialogue"¿La tarjeta de memoria? ¡Sí, claro, tómala! Aquí tienes. Solo quiero ayudar, fue una noche terrible."
detectedLang"es"
heavyLang"es"
scores
es0.8001776198934281
ca0.6635094715852442
it0.598692033293698
fr0.5233050847457626
ro0.4851258581235698
pt0.45956765412329864
tl0.458700882117081
en0.4094488188976378
no0.37615526802218113
de0.36500470366886173
sq0.3522072936660269
fi0.3330039525691699
yo0.33102081268582756
sv0.32499999999999996
nl0.3119266055045872
da0.2726293103448276
hu0.26229508196721313
pl0.23814898419864558
et0.23728813559322032
hr0.23382519863791143
sl0.2077464788732394
eu0.1837968561064087
sk0.17982989064398544
ms0.17783191230207065
az0.15730337078651685
is0.1346153846153846
lv0.13127413127413126
tr0.12677878395860284
vi0.11067193675889328
reliabletrue
passestrue
10
name"Hunter"
dialogue"Hold that thought, my phone's ringing. ... Hunter here. Wait, what? Another one missing near the cider mill? Damn it. Copy that, I'm on my way. ... Look, miss, I have to go right now. Stay put, drink your coffee, and don't talk to anyone about these photos. I'll find you later."
detectedLang"en"
heavyLang"en"
scores
en0.807103490508267
tl0.5795515216230647
da0.4546398891966759
no0.36823104693140796
nl0.3568803593303389
fr0.3181818181818182
yo0.31729518855656696
pl0.3101182654402102
sv0.28539019963702356
de0.2827868852459016
sq0.2612570356472796
hr0.2605633802816902
ms0.23543689320388353
cs0.23170731707317074
ca0.217974180734856
it0.20973406924234822
et0.19147843942505136
sk0.18814432989690721
lv0.1784037558685446
pt0.15048543689320387
lt0.13556531284302964
hi0.13079470198675497
fi0.1264559068219634
ro0.12158393753485777
is0.12011173184357542
tr0.1116751269035533
az0.11117381489841986
vi0.11067193675889328
es0.10256410256410256
sl0.10256410256410256
be0.04255319148936171
hu0.04080389768574909
uk0.038461538461538464
reliabletrue
passestrue
11
name"Maria"
dialogue"¿Te vas? ¿Pero qué hago yo ahora? ¡Ten cuidado, por favor!"
detectedLang"es"
heavyLang"es"
scores
es0.7864551555826723
pt0.6338912133891214
ca0.48604992657856094
sq0.4814814814814815
nl0.45987654320987653
sl0.44267515923566875
tl0.4067796610169492
hr0.38596491228070173
pl0.36936936936936937
yo0.3346007604562738
ro0.3269230769230769
en0.29577464788732394
cs0.22048997772828507
sk0.22048997772828507
lt0.21348314606741572
lv0.1898148148148148
it0.1822429906542056
et0.18032786885245902
fr0.17061611374407584
da0.1566265060240964
no0.1566265060240964
sv0.1566265060240964
reliabletrue
passestrue