Run: 2026-10-13-01M4V20PVMZD9WT8YWX1YMX7K2

Run Details

Model:
Gemini 4 Argon (Reasoning, Medium)
Test:
Language Writing
Scenario:
Character dialogue (Italian) in a story
Duration:
8.4s
Cost:
$0.006172
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, Miss. I’m Detective Hunter with the Alborn Police Department. I see you have a pretty high-end camera there. Were you out taking pictures near the old apple orchard last night? A man went missing right after the festival setup, and I'm looking for anyone who might have seen something." Isabella: "Polizia? Oh, grazie al cielo! Io... ero nel bosco ieri sera per fare delle foto al tramonto. Ho sentito delle urla terribili, e poi ho visto un'ombra trascinare via qualcuno! Ho avuto così tanta paura!" Hunter: "Whoa, slow down. 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 cosa dici! Ma devi guardare qui, nella mia macchina fotografica. Le mie mani tremavano, ma sono riuscita a scattare una foto prima di scappare!" Hunter: "Okay, I have no idea what that means, and I don't have time for charades. Why are your hands shaking like that? Wait... why are you shoving the camera at me? You want me to look at the screen?" Isabella: "Sì, sì! Guarda! Vedi quell'uomo vicino agli alberi di mele? Quello con la giacca scura? È successo qualcosa di orribile, devi fare qualcosa!" Hunter: "Hold on. That's the edge of the orchard. And that guy in the dark jacket... that's the victim's truck in the background. Did you take this last night? Point to your watch—what time?" Isabella: "L'orologio? Erano le otto. Il sole stava calando. Faceva freddo e c'era nebbia. Quell'uomo è in pericolo, vero? L'ho visto nei suoi occhi!" Hunter: "Eight o'clock. Eight fingers. Got it. Okay, you're actually a witness. Keep that SD card safe, do not delete anything. I need to get a translator down here right now—" Isabella: "Il tuo telefono! Sta suonando! Per favore, non andare via, non so a chi altro rivolgermi in questa città!" Hunter: "Damn it, it's the Chief. Look, Miss—stay right here. Sit. Stay. Drink your coffee. I have to take this call, and it looks like an emergency, but I will be right back. Do not leave this cafe."
created_at"2026-10-13T16:37:32.678Z" 10/13/2026, 4:37:32 PM
model"google/gemini-4-argon-20261013"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency1432
moderation_latency(null)
generation_time8383
tokens_prompt308
tokens_completion521
native_tokens_prompt321
native_tokens_completion553
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)
usage0.006172
router(null)
user_agent"langchainjs-openai/1.0.0 ((node/v24.21.0; linux; x64))"
http_referer(null)
request_id"req-1791909452-vfaxpDSNnzTC6MEDzoRk"
session_id(null)
preset_id(null)
api_type"completions"
id"gen-1791909452-9dVWh59g9buUfdlR4Hlw"
upstream_id"TF7OaqWjLbel_PUP4aDQ2AE"
provider_responses
0
endpoint_id"4934736c-d662-4fe3-98eb-56def8c8c174"
id"TF7OaqWjLbel_PUP4aDQ2AE"
is_byokfalse
latency1431
model_permaslug"google/gemini-4-argon-20261013"
provider_name"Google AI Studio"
status200
total_cost0.006172
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. I’m Detective Hunter with the Alborn Police Department. I see you have a pretty high-end camera there. Were you out taking pictures near the old apple orchard last night? A man went missing right after the festival setup, and I'm looking for anyone who might have seen something."
detectedLang"en"
heavyLang"en"
scores
en0.7972222222222223
tl0.6578552680914885
da0.5052859853618867
fr0.4990392533626132
no0.49557766721945823
nl0.4488070069465418
ca0.4325248756218905
ro0.4305772230889235
de0.42610062893081757
sv0.42356285533796584
it0.4150641025641026
pt0.3942914039163624
sq0.3865546218487395
es0.3838622552329507
et0.3564880112834979
ms0.3470483005366727
hr0.3151969981238274
cs0.3097579425113465
sl0.30845017051913604
sk0.2812130760141788
fi0.23990004164931275
lv0.2367210372229193
pl0.23319327731092437
yo0.23125526537489471
az0.22274275979557068
lt0.22208013640238705
is0.2034046268005238
hu0.18996893031513537
tr0.16628597533120149
eu0.0824534942182001
vi0.067926455566905
be0.03693931398416886
uk0.03336864406779661
reliabletrue
passestrue
1
name"Isabella"
dialogue"Polizia? Oh, grazie al cielo! Io... ero nel bosco ieri sera per fare delle foto al tramonto. Ho sentito delle urla terribili, e poi ho visto un'ombra trascinare via qualcuno! Ho avuto così tanta paura!"
detectedLang"it"
heavyLang"it"
scores
it0.8014357721093631
ca0.5274445656125045
es0.5077622112836047
ro0.4905956112852664
pt0.4619205298013245
no0.4491525423728813
fr0.39223936418887323
nl0.37679769894535
sk0.37319189971070393
de0.35258964143426297
sq0.3493493493493494
da0.32043910088865657
en0.3150684931506849
lv0.3107104984093319
sl0.30518439337252806
sv0.2988133764832794
fi0.29577464788732394
tl0.28492849284928495
et0.2655367231638418
eu0.2630385487528345
pl0.26010244735344334
hr0.24855491329479767
lt0.24550203134068485
cs0.236192714453584
az0.16879795396419436
ms0.16666666666666666
yo0.14809960681520312
hu0.1419141914191419
is0.13964262078093978
tr0.1362126245847176
reliabletrue
passestrue
2
name"Hunter"
dialogue"Whoa, slow down. 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
en0.7985394107277763
no0.47950553025374104
da0.4715984147952444
tl0.45909398242055444
sv0.4378074490513001
ro0.4310099573257468
cs0.4248741912293314
nl0.4074074074074074
sq0.4074074074074074
hr0.38556067588325654
de0.375487900078064
yo0.37205651491365777
pl0.3610223642172524
hu0.358974358974359
sk0.34587080948487325
ca0.3371996685998343
pt0.30735930735930733
it0.2895204262877442
tr0.2766726943942134
is0.2753623188405797
ms0.2626728110599078
sl0.25925925925925924
vi0.23371647509578544
lt0.20634920634920634
fi0.19759277833500502
es0.19597989949748743
az0.1935483870967742
fr0.1836734693877551
lv0.14255091103965703
et0.13606911447084233
be0.08045977011494253
eu0.08045977011494253
uk0.07300115874855156
reliabletrue
passestrue
3
name"Isabella"
dialogue"Non capisco cosa dici! Ma devi guardare qui, nella mia macchina fotografica. Le mie mani tremavano, ma sono riuscita a scattare una foto prima di scappare!"
detectedLang"it"
heavyLang"it"
scores
it0.796555639666919
ro0.6153846153846154
es0.5380318006016329
ca0.5104735883424408
fr0.47278077488965176
pt0.4359916054564533
en0.4138495092693566
sl0.4138495092693566
sv0.40706012134583563
tl0.3994413407821229
sq0.36390532544378695
hr0.34650455927051677
ms0.33682911782850095
yo0.3289637952559301
et0.3221941992433796
pl0.31615776081424934
sk0.3086816720257235
de0.30104031209362814
nl0.2711864406779661
da0.2687074829931973
cs0.2652084757347915
lv0.2586206896551724
no0.2508710801393728
tr0.240819209039548
hu0.23812898653437278
lt0.23812898653437278
fi0.2147552958363769
vi0.1856060606060606
az0.16081186572989853
eu0.12743506493506493
is0.1245928338762215
reliabletrue
passestrue
4
name"Hunter"
dialogue"Okay, I have no idea what that means, and I don't have time for charades. Why are your hands shaking like that? Wait... why are you shoving the camera at me? You want me to look at the screen?"
detectedLang"en"
heavyLang"en"
scores
en0.8130751533742332
tl0.657293497363796
no0.6115537848605577
da0.5352716873212583
nl0.5040691759918616
sv0.45500279485746226
es0.4126506024096385
ca0.4025735294117647
pt0.37739463601532564
fr0.36191099476439786
yo0.33987813134732564
pl0.33127572016460904
ro0.3219749652294854
hr0.31095406360424027
it0.30752840909090906
de0.2903930131004367
ms0.2851906158357771
cs0.28361498897869214
sk0.27347242921013415
sq0.2696629213483146
is0.2459396751740139
lv0.2447714949651433
et0.214975845410628
sl0.17652027027027026
lt0.14623467600700527
fi0.1402116402116402
tr0.13945278022947924
eu0.10386029411764705
be0.06698564593301436
hu0.06429942418426103
az0.06069364161849711
uk0.06069364161849711
vi0.06069364161849711
reliabletrue
passestrue
5
name"Isabella"
dialogue"Sì, sì! Guarda! Vedi quell'uomo vicino agli alberi di mele? Quello con la giacca scura? È successo qualcosa di orribile, devi fare qualcosa!"
detectedLang"it"
heavyLang"it"
scores
it0.7951328532406258
ca0.4978697504564821
pt0.4827586206896552
es0.47751741608613046
fr0.45901639344262296
ro0.4008714596949891
yo0.3911439114391144
en0.3815592203898051
tl0.3726235741444867
vi0.2744063324538259
ms0.25541516245487367
de0.2224316682375118
da0.21800947867298578
no0.1641337386018237
nl0.15902140672782875
sq0.15902140672782875
hr0.15210688591983554
sv0.15036045314109164
tr0.12790697674418602
az0.11764705882352942
fi0.10130718954248366
hu0.09638554216867469
sl0.08231368186874304
reliabletrue
passestrue
6
name"Hunter"
dialogue"Hold on. That's the edge of the orchard. And that guy in the dark jacket... that's the victim's truck in the background. Did you take this last night? Point to your watch—what time?"
detectedLang"en"
heavyLang"en"
scores
en0.8187058386017105
tl0.7023809523809523
fr0.42647058823529416
yo0.41546762589928055
da0.37937619350732016
sv0.37540038436899426
de0.3598161523309258
no0.3486973947895792
nl0.34695244474212994
pl0.2883211678832117
sl0.26581325301204817
hr0.22802850356294538
cs0.22557585385226367
ca0.21052631578947367
ro0.19950738916256158
et0.19154228855721395
ms0.19154228855721395
it0.18546365914786966
sk0.1751269035532995
sq0.15437987857762359
fi0.13333333333333333
lv0.11121239744758432
lt0.09638554216867469
is0.08364661654135339
az0.07932011331444759
hi0.07932011331444759
pt0.07932011331444759
es0.07844990548204159
reliabletrue
passestrue
7
name"Isabella"
dialogue"L'orologio? Erano le otto. Il sole stava calando. Faceva freddo e c'era nebbia. Quell'uomo è in pericolo, vero? L'ho visto nei suoi occhi!"
detectedLang"it"
heavyLang"it"
scores
it0.7888888888888889
ro0.5098039215686274
sl0.435531788472965
fr0.4314781567923399
es0.43045563549160676
pt0.4135802469135802
ca0.39720812182741116
no0.36112979152656355
tl0.3493150684931507
yo0.3271954674220963
hr0.3199713672154617
fi0.2857142857142857
da0.2846385542168675
de0.27370030581039756
en0.2720306513409962
nl0.2641363284275755
sv0.26242236024844723
lt0.2578125
sk0.24242424242424243
lv0.21746293245469525
az0.21617161716171615
hu0.20033670033670034
cs0.1955969517358171
pl0.19423240033927056
sq0.19286321155480035
ms0.18803418803418803
is0.18524871355060035
tr0.1831470335339639
et0.1782006920415225
eu0.12764003673094582
reliabletrue
passestrue
8
name"Hunter"
dialogue"Eight o'clock. Eight fingers. Got it. Okay, you're actually a witness. Keep that SD card safe, do not delete anything. I need to get a translator down here right now—"
detectedLang"en"
heavyLang"en"
scores
en0.8033044846577498
tl0.5979091274628066
da0.4526546250684182
sq0.4514536478332419
no0.42954934398174555
pl0.3924665856622114
cs0.38837920489296635
sk0.3861264579496623
ro0.3849938499384994
sl0.3849938499384994
hr0.37926753569211674
pt0.375
ca0.37460913070669166
yo0.3634627625716105
de0.3429697766097241
lv0.3256911665542818
et0.3150684931506849
fr0.3065187239944522
nl0.3055555555555556
sv0.2795389048991354
es0.2737835875090778
it0.27007299270072993
tr0.2663242846661775
vi0.2492492492492493
lt0.2401215805471125
hu0.23488905891354248
ms0.2069785884218874
is0.19224555735056545
az0.1610738255033557
eu0.12049252418645558
be0.06542056074766354
fi0.059266227657572904
uk0.059266227657572904
reliabletrue
passestrue
9
name"Isabella"
dialogue"Il tuo telefono! Sta suonando! Per favore, non andare via, non so a chi altro rivolgermi in questa città!"
detectedLang"it"
heavyLang"it"
scores
it0.8035230352303523
ca0.559805707346691
pt0.5557598039215687
en0.5496894409937888
sl0.5448838669177652
ro0.5307443365695793
sv0.5223978919631094
es0.5094722598105548
no0.4986168741355464
fr0.4787922358015816
nl0.4765342960288808
tl0.4605654761904762
de0.42596991290577996
sk0.42596991290577996
lt0.37821612349914235
sq0.375
hr0.3572695035460993
az0.35555555555555557
yo0.35325602140945583
tr0.34090909090909094
da0.31279620853080564
fi0.3015414258188825
vi0.29406037000973706
hu0.2857142857142857
lv0.2691532258064516
ms0.2684157416750757
cs0.26619433198380565
pl0.2609582059123343
eu0.23844537815126046
is0.23603793466807166
et0.2093784078516903
reliabletrue
passestrue
10
name"Hunter"
dialogue"Damn it, it's the Chief. Look, Miss—stay right here. Sit. Stay. Drink your coffee. I have to take this call, and it looks like an emergency, but I will be right back. Do not leave this cafe."
detectedLang"en"
heavyLang"en"
scores
en0.8099035608308607
tl0.6133534515277254
yo0.45680975092739795
da0.42155756207674944
no0.3873281530185296
sq0.3344155844155844
pl0.3234323432343234
fr0.3152972611890447
de0.2735648476257973
it0.27253371185237757
hr0.26785714285714285
cs0.2647058823529412
sk0.24687729610580456
sl0.23735119047619047
nl0.23507462686567165
vi0.21636085626911314
lt0.2139570552147239
lv0.20910493827160492
ms0.18715305313243455
pt0.18456642800318218
tr0.1760450160771704
sv0.17405318291700242
ro0.15429042904290427
hu0.15219189412737802
es0.1284013605442177
ca0.11865864144453997
eu0.0921169176262179
be0.0639269406392694
az0.057904411764705885
et0.057904411764705885
is0.057904411764705885
uk0.057904411764705885
reliabletrue
passestrue