Run: 2026-10-13-01M4V1QFHM39MKPJNS5WWGFQW0

Run Details

Model:
Gemini 4 Argon (Reasoning, Medium)
Test:
Language Writing
Scenario:
Character dialogue (Italian) in a story
Duration:
6.2s
Cost:
$0.004932
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="Isabella"> Isabella is a 30-year old college student on a study abroad program. Born in Italy, she is fluent in Italian 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 Italian, 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: Isabella 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 Italian, and Hunter looks confused. They talk for a while, until Hunter gets a call and has to leave. Return the dialogue between Isabella and Hunter as a voice sheet: Isabella: "..." Hunter: "..."

Model response

AI
Hunter: "Excuse me, ma'am. I’m Detective Hunter. I noticed you had that camera out near the Alborn apple orchards yesterday evening. Another resident went missing around sundown, and I need to know if you saw anything unusual." Isabella: "Oh, mio Dio... Polizia? Sì, ero lì! È stato terribile, ho visto un'ombra tra gli alberi e ho sentito un rumore strano. Ho così tanta paura!" Hunter: "Whoa, slow down there. I don't... Wait, is that Spanish? Italian? Look, ma'am, I don't understand a word you're saying. Do you speak any English?" Isabella: "Non capisco! Non parlo inglese, mi dispiace. Ma guardi qui, nella mia macchina fotografica! Forse c'è qualcosa nelle foto, guardi!" Hunter: "Okay, you seem really shaken up, and you're pointing at the camera. Did you catch something on this? Let me just take a look at the screen... Wait, you're scrolling too fast. Go back to that blurry one by the old barn." Isabella: "Questa? Sì, vede quell'uomo vicino al fienile? Non so chi sia, ma correva molto veloce! Cosa sta succedendo in questa città?" Hunter: "I have no idea what you're telling me, lady, but that figure in the background definitely shouldn't have been on that property. Hang on a second, my phone's ringing... Yeah, Hunter here. What? Another one near the creek? Understood, I'm on my way." Isabella: "Tutto bene? Deve andare via adesso? Ma le foto!" Hunter: "Look, I have to go. Stay right here, drink your coffee, and do not delete anything off that camera. I’m going to find someone in this town who can translate and I'll be right back. Just... stay put."
created_at"2026-10-13T16:32:30.272Z" 10/13/2026, 4:32:30 PM
model"google/gemini-4-argon-20261013"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency1123
moderation_latency(null)
generation_time6165
tokens_prompt308
tokens_completion403
native_tokens_prompt321
native_tokens_completion429
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)
usage0.004932
router(null)
user_agent"langchainjs-openai/1.0.0 ((node/v24.21.0; linux; x64))"
http_referer(null)
request_id"req-1791909150-no2GhXGm5OrGxJU9Gpgg"
session_id(null)
preset_id(null)
api_type"completions"
id"gen-1791909150-2AmokBL36G0zuJ7xDlDc"
upstream_id"Hl3OaqLJFsXN_PUPuKqyqQQ"
provider_responses
0
endpoint_id"4934736c-d662-4fe3-98eb-56def8c8c174"
id"Hl3OaqLJFsXN_PUPuKqyqQQ"
is_byokfalse
latency1123
model_permaslug"google/gemini-4-argon-20261013"
provider_name"Google AI Studio"
status200
total_cost0.004932
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. I’m Detective Hunter. I noticed you had that camera out near the Alborn apple orchards yesterday evening. Another resident went missing around sundown, and I need to know if you saw anything unusual."
detectedLang"en"
heavyLang"en"
scores
en0.784994068801898
tl0.6043656207366985
nl0.462962962962963
da0.45034116755117515
no0.441017733230532
fr0.42208051016341164
it0.42185007974481664
sv0.4206951658010388
es0.41461445296729915
sq0.36010591350397175
ro0.3529674252565818
ca0.34948407357559447
pt0.34831460674157305
de0.33608058608058605
et0.3150684931506849
ms0.31214421252371916
cs0.2609582059123343
yo0.22872340425531915
sk0.2191707054388799
is0.21451787648970747
sl0.21366594360086769
hr0.2080830147460404
pl0.18585064570466028
lv0.1733181299885975
tr0.16330063473744952
lt0.13484486873508353
az0.12280701754385964
fi0.09544603867747972
hu0.0799492385786802
be0.046052631578947366
uk0.04163912756113682
vi0.04163912756113682
reliabletrue
passestrue
1
name"Isabella"
dialogue"Oh, mio Dio... Polizia? Sì, ero lì! È stato terribile, ho visto un'ombra tra gli alberi e ho sentito un rumore strano. Ho così tanta paura!"
detectedLang"it"
heavyLang"it"
scores
it0.7965738758029979
es0.5640201927489674
ca0.5070057083549558
ro0.4968220338983051
pt0.4965553789083201
en0.43753700414446417
sl0.42771084337349397
yo0.4245911568746214
lv0.4135802469135802
fr0.4095711622125544
no0.40401505646173147
hr0.3983533882203927
da0.38946015424164526
de0.3863049095607235
sq0.38311688311688313
nl0.3716931216931217
lt0.36026936026936024
sk0.3524199045671438
tl0.3342676944639103
fi0.3100944081336238
sv0.3090909090909091
et0.3004418262150221
ms0.2988929889298893
az0.28892215568862273
eu0.28785607196401797
pl0.2803030303030303
cs0.2652745552977572
tr0.2537313432835821
hu0.2418196328810854
is0.1782006920415225
vi0.12764003673094582
reliabletrue
passestrue
2
name"Hunter"
dialogue"Whoa, slow down there. I don't... Wait, is that Spanish? Italian? Look, ma'am, I don't understand a word you're saying. Do you speak any English?"
detectedLang"en"
heavyLang"en"
scores
en0.802921400417343
no0.46439823566477634
da0.45652173913043476
tl0.44408109875735774
de0.4367130550033135
sq0.42489851150202973
sv0.4229463679565512
ro0.4162087912087912
cs0.41013185287994447
nl0.3928571428571429
hr0.371301775147929
yo0.3580060422960725
pl0.34715821812596004
hu0.34514637904468415
sk0.3322859387274156
ca0.3237867939538584
pt0.2946058091286307
it0.2772108843537415
tr0.2647058823529412
is0.26343154246100525
ms0.2511013215859031
sl0.247787610619469
vi0.22303473491773307
lt0.19659735349716445
fi0.18815663801337154
es0.18660287081339713
az0.18426103646833014
fr0.17475728155339806
lv0.1353001017293998
et0.1290983606557377
be0.07608695652173912
eu0.07608695652173912
uk0.06900328587075576
reliabletrue
passestrue
3
name"Isabella"
dialogue"Non capisco! Non parlo inglese, mi dispiace. Ma guardi qui, nella mia macchina fotografica! Forse c'è qualcosa nelle foto, guardi!"
detectedLang"it"
heavyLang"it"
scores
it0.8003871279941931
es0.576271186440678
fr0.5564516129032259
ca0.5429362880886427
pt0.536777091521617
en0.4907407407407407
ro0.476854787571338
de0.4745222929936305
et0.45972495088408644
sk0.42428471737613405
tl0.3982494529540482
pl0.394273127753304
no0.3711890243902439
sq0.3683001531393568
da0.3663594470046083
hr0.3341404358353511
cs0.33035714285714285
nl0.32377049180327866
sv0.3113522537562604
sl0.30904522613065327
yo0.3049705139005897
ms0.24726277372262775
tr0.23963133640552997
lt0.23540315106580167
fi0.23255813953488372
lv0.2282507015902713
hu0.22096317280453256
az0.13522012578616352
is0.11003236245954692
eu0.09539473684210525
vi0.08637873754152825
reliabletrue
passestrue
4
name"Hunter"
dialogue"Okay, you seem really shaken up, and you're pointing at the camera. Did you catch something on this? Let me just take a look at the screen... Wait, you're scrolling too fast. Go back to that blurry one by the old barn."
detectedLang"en"
heavyLang"en"
scores
en0.8033972947467757
tl0.680306905370844
no0.4734625105307498
da0.4471472799646174
nl0.4153414405986903
sv0.4120413922859831
pl0.3890518084066471
cs0.36612576064908725
fr0.3482794577685088
it0.3441762854144806
ms0.3329775880469584
yo0.3293991416309013
ca0.3169398907103825
es0.31280923584387027
sl0.30362116991643456
sk0.30167597765363136
hr0.2989343802579922
de0.2981471083660865
ro0.2917847025495751
fi0.2690058479532163
pt0.2677211482132396
sq0.26297169811320753
et0.2487980769230769
lt0.21135646687697163
lv0.16943521594684383
is0.15368991198375084
hu0.11095305832147938
az0.09616775126536516
hi0.06296851574212893
tr0.058025621703089676
eu0.05303030303030303
vi0.05303030303030303
reliabletrue
passestrue
5
name"Isabella"
dialogue"Questa? Sì, vede quell'uomo vicino al fienile? Non so chi sia, ma correva molto veloce! Cosa sta succedendo in questa città?"
detectedLang"it"
heavyLang"it"
scores
it0.7998967208882004
ro0.5216049382716049
ca0.5113493064312736
es0.49967721110393803
en0.45190947666195197
sl0.4276218611521418
pt0.4225037257824143
fr0.4194756554307117
tl0.38197767145135564
yo0.3724696356275304
nl0.35791217895608946
de0.3092691622103387
vi0.2857142857142857
ms0.27705223880597013
lv0.25623800383877166
sk0.2533718689788054
no0.24684159378036927
sv0.24390243902439027
et0.1993801652892562
pl0.19772256728778467
eu0.19102296450939457
da0.17465388711395102
fi0.11731207289293849
az0.09778812572759021
hu0.09568261376896149
cs0.0914419695193435
hr0.0914419695193435
is0.08823529411764706
tr0.08823529411764706
lt0.07738095238095237
sq0.07738095238095237
reliabletrue
passestrue
6
name"Hunter"
dialogue"I have no idea what you're telling me, lady, but that figure in the background definitely shouldn't have been on that property. Hang on a second, my phone's ringing... Yeah, Hunter here. What? Another one near the creek? Understood, I'm on my way."
detectedLang"en"
heavyLang"en"
scores
en0.8056262369239469
tl0.570178180681463
no0.4777819977212305
da0.4773850247054352
it0.4622604614782949
sv0.4563068406484776
nl0.44037444037444035
fr0.4311129499379396
ro0.417125900805426
es0.4126441691584793
ca0.4078380706287683
sk0.3735763097949886
pl0.3672342383801197
ms0.36046511627906974
sq0.34710351377018045
hr0.34679334916864607
pt0.34554973821989526
et0.3322000971345313
cs0.30904522613065327
de0.30765357502517626
yo0.25715829281469477
sl0.24657534246575344
fi0.2102240091901206
lv0.20011634671320536
az0.17763157894736845
tr0.17615338526063512
vi0.16209628275441804
hu0.139549436795995
lt0.1357636706473916
eu0.0936058009228741
is0.09120951751487112
hi0.05757368060315285
be0.04844290657439446
uk0.04381084840055633
reliabletrue
passestrue
7
name"Isabella"
dialogue"Tutto bene? Deve andare via adesso? Ma le foto!"
detectedLang"it"
heavyLang"it"
scores
it0.827784156142365
pt0.663677130044843
ro0.53198127925117
fr0.5137763371150729
es0.4594594594594595
no0.4434137291280148
et0.441340782122905
ca0.4186046511627907
yo0.39999999999999997
sl0.39271255060728744
sv0.3890020366598778
hu0.375
pl0.3617021276595745
sk0.3435448577680525
nl0.33920704845814975
da0.3197278911564626
tl0.22680412371134018
fi0.20634920634920634
vi0.20634920634920634
tr0.20212765957446807
en0.19137466307277629
lt0.1780821917808219
ms0.1780821917808219
sq0.1780821917808219
de0.17355371900826447
lv0.17355371900826447
cs0.16434540389972147
hr0.16434540389972147
reliabletrue
passestrue
8
name"Hunter"
dialogue"Look, I have to go. Stay right here, drink your coffee, and do not delete anything off that camera. I’m going to find someone in this town who can translate and I'll be right back. Just... stay put."
detectedLang"en"
heavyLang"en"
scores
en0.8127950512778772
tl0.5825771324863884
yo0.3947368421052632
ro0.3780421849648458
da0.37635574837310193
pl0.36674008810572684
hr0.3568232662192394
it0.352112676056338
no0.352112676056338
sq0.339080459770115
sv0.32551319648093846
ca0.3179122182680902
sl0.3150684931506849
nl0.2767295597484277
de0.2758186397984887
cs0.27122940430925224
sk0.2575855390574564
pt0.2551813471502591
tr0.23992068737607403
ms0.23941798941798942
lt0.23128342245989306
es0.21821889870836167
et0.20634920634920634
az0.19748778785764132
hu0.18899858956276447
vi0.18555240793201136
lv0.1797432239657632
fr0.16666666666666666
be0.05737704918032788
eu0.055053410024650785
is0.05193734542456719
uk0.05193734542456719
reliabletrue
passestrue