Run: 2026-10-13-01M4V1T68Z63BCD455FBE0A7G0

Run Details

Model:
Gemini 4 Argon (Reasoning, Medium)
Test:
Language Writing
Scenario:
Character dialogue (Italian) in a story
Duration:
8.9s
Cost:
$0.006772
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 with the Alborn Police Department. I see you've got a pretty serious camera there. Were you out taking pictures near the old orchard last night? We had another person go missing after the Apple Festival committee meeting, and I'm trying to piece together a timeline." Isabella: "Polizia? Oh, grazie al cielo! Ieri sera ero vicino agli alberi di mele per fare delle foto al tramonto... e ho visto qualcosa di terribile. C'era un'ombra, due persone che litigavano... Mi tremano ancora le mani, guardi!" Hunter: "Whoa, hold on a second. Slow down. What language is that—Spanish? French? Ma'am, do you speak any English?" Isabella: "Non capisco cosa dice! Ma deve guardare qui, nella mia macchina fotografica. Ho scattato una foto prima di scappare. Si vede un uomo che trascina via qualcuno! È stato orribile, avevo così tanta paura!" Hunter: "Okay, I have no idea what you're saying, not a single word. Let's keep it simple. You're pointing at the camera. Did you take a picture of something? Let me see the screen." Isabella: "Sì, sì, la foto! Guardi qui. Vede quell'auto nera dietro gli alberi? E quella figura? Non è normale, vero? Qualcuno è in pericolo!" Hunter: "Wait a minute... zoom in on that. Is that Miller's truck by the ridge? Dammit, you actually caught something on film. Look, I need this memory card for evidence. Uh... *camera*. *Card*. Give to *police*?" Isabella: "No, no! Non può prendere la mia macchina fotografica! Ci sono tutte le mie foto per l'università! Le posso mandare il file, ma la scheda resta con me. Mi capisce?" Hunter: "You're shaking your head, which I'm gonna take as a 'no.' Look, lady, I don't have time to play charades. This is an active investigation and—hang on. That's my phone." Isabella: "Pronto? Chi è? Ha chiamato un interprete? Per favore, mi dica che c'è qualcuno che parla italiano in questa città!" Hunter: "Hunter here. ... Yeah, Chief, what've you got? ... Down by the creek? Alright, keep the perimeter secure, I'm on my way. ... Look, ma'am, I gotta go. Stay right here. Do not leave this cafe. *Stay*. *Here*. I'm sending a deputy with a translation app." Isabella: "Ma come, se ne va adesso?! Aspetti! Non mi lasci qui da sola con queste foto!"
created_at"2026-10-13T16:33:59.083Z" 10/13/2026, 4:33:59 PM
model"google/gemini-4-argon-20261013"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency1663
moderation_latency(null)
generation_time8865
tokens_prompt308
tokens_completion576
native_tokens_prompt321
native_tokens_completion613
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)
usage0.006772
router(null)
user_agent"langchainjs-openai/1.0.0 ((node/v24.21.0; linux; x64))"
http_referer(null)
request_id"req-1791909239-7WilAzQvobnk7xpHD9i2"
session_id(null)
preset_id(null)
api_type"completions"
id"gen-1791909239-jYze2wuO00tLRlfVjr9m"
upstream_id"d13OavHJCc2S_uMP_bmAmQk"
provider_responses
0
endpoint_id"4934736c-d662-4fe3-98eb-56def8c8c174"
id"d13OavHJCc2S_uMP_bmAmQk"
is_byokfalse
latency1662
model_permaslug"google/gemini-4-argon-20261013"
provider_name"Google AI Studio"
status200
total_cost0.006772
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 with the Alborn Police Department. I see you've got a pretty serious camera there. Were you out taking pictures near the old orchard last night? We had another person go missing after the Apple Festival committee meeting, and I'm trying to piece together a timeline."
detectedLang"en"
heavyLang"en"
scores
en0.7923289918982669
tl0.6614278548737669
nl0.5245362761211552
no0.519344884880133
fr0.5074191194356604
da0.4890234670704013
it0.4554987899973111
de0.45520581113801456
ro0.4516653127538586
ca0.43324937027707805
sv0.4300591049817056
sq0.4026548672566372
pt0.4008875739644971
es0.3935309973045822
ms0.38561893203883496
et0.3780712530712531
hr0.37209302325581395
cs0.3575507614213198
sl0.34210526315789475
sk0.3365006553079948
pl0.3356299212598425
lv0.30887372013651876
yo0.2736728837876614
fi0.2686890574214518
lt0.24637141793822107
az0.24043510877719426
tr0.2401500938086304
hu0.22235023041474655
is0.21965317919075145
eu0.07492005481955231
vi0.061631139944392954
be0.03341288782816229
uk0.030172413793103446
ja0.02831094049904031
reliabletrue
passestrue
1
name"Isabella"
dialogue"Polizia? Oh, grazie al cielo! Ieri sera ero vicino agli alberi di mele per fare delle foto al tramonto... e ho visto qualcosa di terribile. C'era un'ombra, due persone che litigavano... Mi tremano ancora le mani, guardi!"
detectedLang"it"
heavyLang"it"
scores
it0.8004760571268552
es0.5344658608297942
fr0.4735869966752863
ca0.4714391691394659
ro0.46509009009009006
pt0.4354199683042789
sl0.37989556135770236
en0.36807095343680707
no0.3675099866844208
de0.3516833484986351
nl0.3496120492925605
sk0.3484224965706447
lv0.33504433037797476
da0.3271954674220963
tl0.3185078909612626
ms0.31292189006750243
hr0.28785607196401797
yo0.2849974912192675
sq0.27884615384615385
hu0.27811550151975684
et0.2714723926380368
pl0.2684804928131417
cs0.2488139167105957
lt0.23263327948303714
fi0.22470076169749728
sv0.21617161716171615
is0.17725173210161663
eu0.16617905207723815
tr0.16471277842907386
az0.1543026706231454
vi0.06373193166885677
reliabletrue
passestrue
2
name"Hunter"
dialogue"Whoa, hold on a second. Slow down. What language is that—Spanish? French? Ma'am, do you speak any English?"
detectedLang"en"
heavyLang"en"
scores
en0.8006497341996456
tl0.5325484764542936
ro0.4503257328990228
nl0.4109947643979057
fr0.40789473684210525
yo0.4026548672566372
cs0.38243366880146384
da0.38016528925619836
hr0.3673851921274602
pt0.3656015037593985
hu0.36079545454545453
ca0.3528283796740172
sk0.3330039525691699
pl0.32969215491559084
no0.32432432432432434
it0.31955645161290325
de0.3161094224924012
et0.3041237113402062
sq0.2849576271186441
is0.2710583153347732
es0.2541436464088398
ms0.2474916387959866
sv0.24157303370786518
fi0.2398648648648649
sl0.23728813559322032
vi0.2114485981308411
eu0.17982989064398544
lt0.17682926829268292
hi0.11067193675889328
tr0.10239361702127658
az0.09395973154362416
lv0.09395973154362416
reliabletrue
passestrue
3
name"Isabella"
dialogue"Non capisco cosa dice! Ma deve guardare qui, nella mia macchina fotografica. Ho scattato una foto prima di scappare. Si vede un uomo che trascina via qualcuno! È stato orribile, avevo così tanta paura!"
detectedLang"it"
heavyLang"it"
scores
it0.8098859315589354
ca0.5815295815295816
ro0.5809248554913294
es0.555895865237366
pt0.493361285814116
fr0.454066265060241
en0.4117647058823529
tl0.40840473276213785
sq0.34210526315789475
yo0.33056325023084027
sk0.3299445471349353
de0.3287037037037037
no0.3271461716937355
sv0.32589493258949326
cs0.32337844143723754
ms0.3068833652007648
sl0.29577464788732394
et0.28641732283464566
hr0.2857142857142857
lv0.2857142857142857
lt0.2757242757242757
pl0.26619433198380565
nl0.2529623905203503
da0.24439812402292863
tr0.18217710095882683
fi0.1719017704169046
az0.12067919951485749
vi0.10769230769230768
eu0.05660377358490566
hu0.05352480417754569
reliabletrue
passestrue
4
name"Hunter"
dialogue"Okay, I have no idea what you're saying, not a single word. Let's keep it simple. You're pointing at the camera. Did you take a picture of something? Let me see the screen."
detectedLang"en"
heavyLang"en"
scores
en0.8060941828254847
tl0.6805597809552784
no0.48122529644268774
es0.44939695857367595
it0.4491080797481637
ro0.44591029023746703
fr0.44178628389154706
da0.44119212346993075
ca0.4363929146537842
nl0.4233937397034596
ms0.3989696622781912
sq0.38380281690140844
pt0.3570116350275567
yo0.35304990757855825
hr0.35185185185185186
sv0.3269230769230769
sl0.3251928020565552
de0.3
cs0.2890995260663507
tr0.2822966507177033
pl0.27486187845303867
et0.27133934767522555
sk0.2563739376770538
lv0.25
is0.22337278106508876
lt0.18032786885245902
hu0.17517674783974863
fi0.17452830188679244
az0.11242603550295857
vi0.11242603550295857
be0.0625
eu0.0625
uk0.05660377358490566
reliabletrue
passestrue
5
name"Isabella"
dialogue"Sì, sì, la foto! Guardi qui. Vede quell'auto nera dietro gli alberi? E quella figura? Non è normale, vero? Qualcuno è in pericolo!"
detectedLang"it"
heavyLang"it"
scores
it0.8006975585450922
ro0.5857068876229933
fr0.5740149094781682
ca0.5728777362520021
es0.531615925058548
en0.5139732685297691
pt0.50186799501868
sq0.4576271186440678
de0.4467496542185339
yo0.42857142857142855
et0.41605839416058393
da0.4065281899109792
tl0.39209726443769
nl0.37402190923317685
no0.35012185215272135
sv0.3294216261525566
sl0.30855661192739847
lt0.2988606485539001
ms0.29515418502202645
fi0.290150842945874
hr0.2837958818263205
pl0.2647058823529412
cs0.25857275254865614
lv0.23954372623574144
az0.2079207920792079
tr0.1935483870967742
hu0.17098445595854922
eu0.16142557651991615
sk0.14346895074946467
vi0.09502262443438914
is0.07727797001153403
reliabletrue
passestrue
6
name"Hunter"
dialogue"Wait a minute... zoom in on that. Is that Miller's truck by the ridge? Dammit, you actually caught something on film. Look, I need this memory card for evidence. Uh... camera. Card. Give to police?"
detectedLang"en"
heavyLang"en"
scores
en0.8013573911604039
tl0.6168582375478927
ro0.49217096910706726
it0.4863013698630137
cs0.48364888123924266
da0.46832077979618963
fr0.4640464493077267
ca0.44776806258628626
no0.43951424567958897
sk0.4307400379506641
nl0.4280266920877026
es0.42028985507246375
pl0.4180407371483996
hr0.41002949852507375
sl0.4032819492789657
sv0.4017946161515453
yo0.39999999999999997
et0.38366718027734975
de0.38208032955715754
pt0.3798449612403101
sq0.34390377255330784
ms0.329608938547486
hu0.31074095347501435
lv0.2886781268524007
fi0.27007299270072993
tr0.2624462200368777
lt0.24953095684803
az0.2409867172675522
is0.20948616600790515
eu0.12023460410557184
vi0.099774943735934
ja0.07692307692307693
hi0.06542056074766354
be0.05511811023622047
uk0.0498812351543943
reliabletrue
passestrue
7
name"Isabella"
dialogue"No, no! Non può prendere la mia macchina fotografica! Ci sono tutte le mie foto per l'università! Le posso mandare il file, ma la scheda resta con me. Mi capisce?"
detectedLang"it"
heavyLang"it"
scores
it0.8032936870997255
fr0.6208112874779541
ro0.6107892831281679
es0.5960165351371665
ca0.5752666930067167
pt0.541382252559727
en0.5194456861868574
no0.5009285051067781
nl0.4470164609053498
de0.4377615062761506
tr0.4342105263157895
sl0.42513368983957217
sk0.41063596491228066
sq0.39708356702187325
hr0.37861271676300573
tl0.3760882182240279
pl0.37317784256559766
da0.3623962040332147
sv0.3562874251497006
et0.34729811778992103
ms0.33518862090290663
lv0.29322813938198555
yo0.29183135704874835
cs0.26970108695652173
lt0.255024255024255
az0.24242424242424243
vi0.21418128654970758
hu0.19776119402985076
fi0.19233658903080392
eu0.07487091222030981
is0.06521739130434782
reliabletrue
passestrue
8
name"Hunter"
dialogue"You're shaking your head, which I'm gonna take as a 'no.' Look, lady, I don't have time to play charades. This is an active investigation and—hang on. That's my phone."
detectedLang"en"
heavyLang"en"
scores
en0.803606498839493
tl0.6553884711779449
fr0.5009074410163339
da0.47569113441372735
yo0.47242206235011985
pt0.4427558257345492
nl0.4364754098360656
sv0.4303469704816157
no0.42857142857142855
ca0.42738157209786576
ro0.40796555435952636
de0.4050838290968091
hr0.40314704286489417
cs0.3992353904969962
et0.39759036144578314
sk0.39058171745152354
pl0.3582263710618437
sq0.3552168815943728
it0.34328358208955223
es0.3381468110709988
sl0.30467762326169406
fi0.29891650732950925
hu0.2948717948717949
ms0.2557510148849797
lt0.2542372881355932
vi0.2542372881355932
is0.2486338797814208
lv0.22807017543859648
az0.1857883049592894
tr0.16540212443095598
eu0.13657770800627944
hi0.07094594594594594
zh0.06542056074766354
be0.05982905982905983
uk0.05417024935511608
reliabletrue
passestrue
9
name"Isabella"
dialogue"Pronto? Chi è? Ha chiamato un interprete? Per favore, mi dica che c'è qualcuno che parla italiano in questa città!"
detectedLang"it"
heavyLang"it"
scores
it0.8166399266559706
ca0.6277338296882271
es0.6061053668143771
pt0.5715050883770755
ro0.5666305525460456
en0.5235259082787374
fr0.5166163141993958
sl0.4838709677419355
sq0.4609164420485175
de0.4598244429439568
sv0.4478951000690131
no0.42775393419170243
hr0.4002998500749625
nl0.3939393939393939
ms0.3897787948131198
yo0.3798449612403101
sk0.36254980079681276
tl0.3620414673046252
cs0.3464052287581699
lt0.3327773144286906
pl0.3254637436762226
lv0.3237531699070161
az0.32318104906937395
tr0.3127147766323024
hu0.3006993006993007
da0.2988606485539001
et0.27007299270072993
fi0.22928709055876687
vi0.19678714859437751
is0.16405433646812956
eu0.09297052154195011
reliabletrue
passestrue
10
name"Hunter"
dialogue"Hunter here. ... Yeah, Chief, what've you got? ... Down by the creek? Alright, keep the perimeter secure, I'm on my way. ... Look, ma'am, I gotta go. Stay right here. Do not leave this cafe. Stay. Here. I'm sending a deputy with a translation app."
detectedLang"en"
heavyLang"en"
scores
en0.7807743216412971
tl0.5845092505487613
da0.4613821138211382
fr0.44187026116259476
no0.4168133802816902
sq0.4074239713774598
nl0.39936536718041704
sv0.3908045977011494
pl0.3896821741133118
sk0.3860055607043558
it0.3808411214953271
cs0.37617702448210927
yo0.3729294841457643
de0.36964795432921027
pt0.3614457831325301
ms0.3437345220406141
ro0.3232890704800817
tr0.3148914167528439
hr0.3048268625393494
ca0.30336487907465826
es0.28916309012875535
fi0.2647058823529412
et0.25728699551569506
sl0.22695449241540255
lv0.208955223880597
vi0.2003621001810501
hu0.19987922705314012
is0.1856177012907191
az0.17342482844666252
lt0.16979949874686717
eu0.14516129032258066
hi0.0596167494677076
zh0.05492154065620542
be0.05017921146953405
uk0.045389048991354465
reliabletrue
passestrue
11
name"Isabella"
dialogue"Ma come, se ne va adesso?! Aspetti! Non mi lasci qui da sola con queste foto!"
detectedLang"it"
heavyLang"it"
scores
it0.8118886380737397
fr0.6617050067658998
ro0.6226415094339622
pt0.6180290297937356
es0.5931651749389748
ca0.5551601423487544
sl0.5531724754244861
hr0.5291902071563088
en0.4331065759637188
sq0.419953596287703
cs0.41792782305005816
yo0.410377358490566
da0.4075829383886255
tr0.4075829383886255
no0.40617577197149646
eu0.38800489596083226
sk0.38800489596083226
pl0.3834771886559803
fi0.3564993564993565
vi0.35233160621761656
hu0.33244325767690247
lt0.3270524899057874
et0.3234100135317997
de0.29775280898876405
lv0.2492492492492493
tl0.23195084485407066
ms0.2248062015503876
nl0.2163009404388715
az0.1749174917491749
sv0.14675767918088736
is0.1334488734835355
reliabletrue
passestrue