Run: 2026-05-19-01KS0TZSMW3ZHQ8DFE6R2CNZV9

Run Details

Model:
Gemini 3.5 Flash (Reasoning)
Test:
Language Writing
Scenario:
Character dialogue (Italian) in a story
Duration:
13.6s
Cost:
$0.024516
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. Mind if I have a word? I'm asking folks around town if they saw anything unusual near the old apple orchard last night." Isabella: "Oh... mi scusi. Lei è della polizia, vero? Grazie a Dio... ho cercato di dirlo a qualcuno, ma nessuno mi capisce. Ho visto qualcosa di veramente spaventoso ieri sera nel frutteto." Hunter: "Whoa, slow down there. I don't speak... Italian, is it? Look, I just need a simple yes or no. Were you taking photos out by the orchard during the sunset?" Isabella: "Sì, le foto! Ero lì per il tramonto con la mia macchina fotografica. Ma c'era un uomo nel buio... trascinava qualcosa di pesante. Ho provato a scattare una foto, ma le mie mani tremavano così tanto..." Hunter: "Look, I have no idea what you're saying, but you're shaking like a leaf. Did you see something? Is it on your camera? Let me see the camera." Isabella: "No, non la tocchi! Ho paura... e se quell'uomo mi avesse vista? Sento che mi sta seguendo. C'era del sangue sulle foglie di melo, ne sono sicura. È stato terribile." Hunter: "I need you to work with me here, kid. Just give me one word I can use. Danger? Blood? Come on, point to what you saw." Isabella: "Non capisco cosa mi chiede! Perché non c'è nessuno che possa aiutarmi a tradurre? Questa città non è sicura, la gente scompare e nessuno sembra capire il pericolo!" Hunter: "Damn it. (His phone buzzes loudly in his pocket. He pulls it out, sighs, and presses it to his ear.) Hunter here. ... What? We found a flashlight by the creek? Keep the area secure, I'm on my way. (He hangs up and looks at Isabella, frustrated.) Look, I have to go. Active lead." Isabella: "Se ne va? No, la prego, non lasciatemi qui da sola. C'è qualcuno che mi osserva, lo sento!" Hunter: "Stay here. Stay. *Qui*, okay? I will find someone who speaks your language and I'll be back. Just... don't go wandering off into the woods again. Stay put."
created_at"2026-05-19T19:21:47.424Z" 5/19/2026, 7:21:47 PM
model"google/gemini-3.5-flash-20260519"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency2766
moderation_latency(null)
generation_time13480
tokens_prompt321
tokens_completion1312
native_tokens_prompt288
native_tokens_completion2676
native_tokens_completion_images0
native_tokens_reasoning2139
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"standard"
usage0.024516
router(null)
provider_responses
0
endpoint_id"bd50061c-e1d8-469e-96b1-d322e77378f8"
id"S7gMavuZI9S__uMPhN2oyQI"
is_byokfalse
latency2766
model_permaslug"google/gemini-3.5-flash-20260519"
provider_name"Google AI Studio"
status200
user_agent"langchainjs-openai/1.0.0 ((node/v24.15.0; linux; x64))"
http_referer(null)
request_id"req-1779218507-sd31Dj1Sbp6zmQWLkGxy"
session_id(null)
api_type"completions"
id"gen-1779218507-iVcB0vSY3MY0B3KnH2Aj"
upstream_id"S7gMavuZI9S__uMPhN2oyQI"
total_cost0.024516
cache_discount(null)
upstream_inference_cost0
provider_name"Google AI Studio"
response_cache_source_id(null)

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. Mind if I have a word? I'm asking folks around town if they saw anything unusual near the old apple orchard last night."
detectedLang"en"
heavyLang"en"
scores
en0.7774641771602258
tl0.5700503355704698
fr0.4778400407539481
no0.4672557172557173
da0.4333886124930901
sq0.42609182530795076
sv0.4254484304932735
nl0.4095622119815668
es0.3847539015606243
it0.3840144230769231
de0.37689969604863216
pt0.37270501835985315
ro0.3450479233226837
ms0.34462915601023014
ca0.3335500650195058
et0.3238786279683378
yo0.2740793201133145
hr0.236783320923306
hu0.23278443113772454
cs0.2316341829085457
sl0.2287434161023326
pl0.1839171974522293
is0.1693679092382496
tr0.16734362307067424
sk0.16462917685411574
lt0.12393162393162394
fi0.11865864144453997
az0.11485319516407601
lv0.11485319516407601
vi0.11485319516407601
be0.0639269406392694
eu0.0639269406392694
uk0.057904411764705885
reliabletrue
passestrue
1
name"Isabella"
dialogue"Oh... mi scusi. Lei è della polizia, vero? Grazie a Dio... ho cercato di dirlo a qualcuno, ma nessuno mi capisce. Ho visto qualcosa di veramente spaventoso ieri sera nel frutteto."
detectedLang"it"
heavyLang"it"
scores
it0.7975890608132422
pt0.5526838966202784
es0.5496397117694155
ro0.5233050847457626
ca0.48156682027649766
fr0.4444444444444444
sk0.36079545454545453
nl0.35344827586206895
tl0.3397887323943662
yo0.33035714285714285
eu0.32228915662650603
sq0.3214716525934861
lt0.3123471882640587
no0.3123471882640587
en0.2964352720450282
pl0.29555416405760804
sl0.29066834804539726
cs0.267578125
de0.267578125
da0.26132632961260666
hu0.26132632961260666
hr0.2524916943521595
ms0.24949966644429622
fi0.2454728370221328
et0.22945205479452058
sv0.18359941944847605
vi0.17883211678832117
lv0.17035398230088497
tr0.16419019316493313
is0.1610738255033557
az0.1141732283464567
reliabletrue
passestrue
2
name"Hunter"
dialogue"Whoa, slow down there. I don't speak... Italian, is it? Look, I just need a simple yes or no. Were you taking photos out by the orchard during the sunset?"
detectedLang"en"
heavyLang"en"
scores
en0.8053278688524589
tl0.6053178230162027
no0.4725152692948362
fr0.46838276440962506
nl0.4593056346044394
da0.4351961950059453
sq0.43486020226055916
ca0.428743235117258
sv0.3968253968253968
de0.3933588761174968
yo0.3786788750817528
pt0.3708609271523179
es0.3704440026507621
pl0.3581081081081081
ro0.3568043331076507
cs0.3470790378006873
sk0.3448275862068966
hr0.3338008415147265
ms0.3238434163701068
et0.3155619596541787
lv0.3070751276440554
it0.2994100294985251
lt0.2899850523168909
tr0.2857142857142857
hu0.28409947249434814
is0.24060751398880897
sl0.2375601926163724
fi0.22575387123064386
az0.16812609457092817
vi0.12280701754385964
hi0.07497565725413825
be0.06862745098039216
eu0.06862745098039216
uk0.06219151036525173
reliabletrue
passestrue
3
name"Isabella"
dialogue"Sì, le foto! Ero lì per il tramonto con la mia macchina fotografica. Ma c'era un uomo nel buio... trascinava qualcosa di pesante. Ho provato a scattare una foto, ma le mie mani tremavano così tanto..."
detectedLang"it"
heavyLang"it"
scores
it0.805632976382573
es0.595790115924344
ca0.5679817411150961
ro0.5590682196339435
fr0.5037453183520599
pt0.4685118331327717
yo0.4121561668145519
sq0.40153568202348694
de0.395529197080292
sl0.3799719232569022
tl0.3620606644198363
no0.3614457831325301
sk0.3564837299660029
lv0.34340931615460857
cs0.3304699343102577
en0.31806484817292846
pl0.3000528262017961
ms0.29068522483940046
sv0.2845572354211663
et0.27277716794731066
nl0.26714601769911506
hr0.2581187010078388
vi0.25770308123249297
lt0.25352112676056343
hu0.20228777844671883
da0.1940389294403893
tr0.17956656346749225
az0.15551306564690887
is0.10351826792963464
eu0.05017921146953405
fi0.045389048991354465
reliabletrue
passestrue
4
name"Hunter"
dialogue"Look, I have no idea what you're saying, but you're shaking like a leaf. Did you see something? Is it on your camera? Let me see the camera."
detectedLang"en"
heavyLang"en"
scores
en0.8208920730298129
tl0.6079919069296914
no0.4777628032345013
ca0.4699042407660739
es0.450354609929078
fr0.4483985765124555
yo0.4297277409860191
nl0.42592592592592593
it0.4186046511627907
et0.41287878787878796
ms0.40613026819923376
sq0.4006187161639598
pt0.39922480620155043
da0.39829192546583847
cs0.39310884886452624
hr0.3621399176954732
sv0.35791217895608946
pl0.33476394849785407
ro0.33304647160068845
hu0.3272569444444444
sk0.32195975503062113
lv0.3111111111111111
tr0.30180180180180183
is0.27973977695167285
fi0.27093132643461904
sl0.2674858223062382
de0.22032193158953722
lt0.15760869565217392
az0.14647577092511013
vi0.14647577092511013
hi0.09778812572759021
be0.08284023668639054
eu0.08284023668639054
uk0.07517899761336516
reliabletrue
passestrue
5
name"Isabella"
dialogue"No, non la tocchi! Ho paura... e se quell'uomo mi avesse vista? Sento che mi sta seguendo. C'era del sangue sulle foglie di melo, ne sono sicura. È stato terribile."
detectedLang"it"
heavyLang"it"
scores
it0.806266846361186
es0.5879613041920458
pt0.5740740740740741
ca0.5396317053642915
fr0.5164003364171572
no0.494949494949495
ro0.45054945054945056
sl0.422980431510286
tl0.413265306122449
da0.39377965208223514
yo0.3895966029723991
sq0.3876464323748669
hr0.37736870600974554
sv0.3596881959910913
cs0.35247747747747743
fi0.33526011560693636
en0.3282710280373832
et0.3150684931506849
sk0.30681133212778783
ms0.3055555555555556
hu0.30387409200968524
lt0.3021844660194175
lv0.3009118541033435
de0.28169893816364777
tr0.27944862155388467
pl0.267515923566879
eu0.23128342245989306
nl0.19071076706544687
az0.1797432239657632
is0.14940828402366865
vi0.13598797896318557
reliabletrue
passestrue
6
name"Hunter"
dialogue"I need you to work with me here, kid. Just give me one word I can use. Danger? Blood? Come on, point to what you saw."
detectedLang"en"
heavyLang"en"
scores
en0.8217341699942954
tl0.5542082738944365
da0.5082612116443744
fr0.47742474916387956
et0.4694397283531409
pl0.4560487380330722
no0.4302643573381951
hr0.4075829383886255
ca0.38484251968503935
cs0.38362919132149903
sq0.37934458788480635
it0.3635437881873727
sv0.3530020703933748
yo0.3235930735930736
sk0.3086283185840708
ms0.29537767756482525
lt0.28977272727272724
fi0.2647058823529412
sl0.25059952038369304
lv0.22839506172839508
nl0.22166874221668745
tr0.19041450777202074
az0.1830065359477124
de0.14733969986357437
es0.14030261348005504
ro0.12587412587412586
pt0.12342215988779803
hi0.11847672778561354
be0.10071942446043164
hu0.09682080924855492
is0.09156976744186046
uk0.09156976744186046
vi0.09156976744186046
reliabletrue
passestrue
7
name"Isabella"
dialogue"Non capisco cosa mi chiede! Perché non c'è nessuno che possa aiutarmi a tradurre? Questa città non è sicura, la gente scompare e nessuno sembra capire il pericolo!"
detectedLang"it"
heavyLang"it"
scores
it0.8187183811129848
fr0.6060828142176622
pt0.6002231312755671
es0.5637175324675325
ro0.5583401807723911
ca0.5469869363674673
en0.4943555973659454
tl0.40542035398230086
yo0.3683901292596945
sk0.3661556603773585
sq0.3574417214584579
ms0.34008594229588707
no0.3170266836086404
da0.3122200895713372
sl0.30510665804783454
hr0.29830287206266315
fi0.2866622428666224
lv0.2756064690026954
hu0.2711864406779661
sv0.2687074829931973
tr0.2519137091162143
cs0.24825174825174828
az0.2471988795518207
nl0.2440225035161744
pl0.2315939957112223
eu0.23104434907010016
de0.20311341734618235
lt0.2013372956909361
et0.18498862774829417
is0.16795665634674922
vi0.12530512611879577
reliabletrue
passestrue
8
name"Hunter"
dialogue"Damn it. Hunter here. ... What? We found a flashlight by the creek? Keep the area secure, I'm on my way. Look, I have to go. Active lead."
detectedLang"en"
heavyLang"en"
scores
en0.8176795580110497
tl0.6383165278386673
da0.5333710407239819
pl0.513561320754717
yo0.476854787571338
sq0.4586614173228346
cs0.4444444444444444
no0.4410569105691057
fr0.4368600682593857
sk0.43337912087912084
ro0.40902578796561606
nl0.39692982456140347
ca0.3902439024390244
hr0.38752783964365256
it0.36391673091750193
es0.34105431309904155
sl0.3394715772618095
sv0.3352135374697824
de0.32098765432098764
lv0.29245283018867924
pt0.25675675675675674
et0.25339366515837103
lt0.23184357541899442
hu0.21278625954198474
fi0.20520231213872833
tr0.19980601357904945
ms0.19512195121951217
is0.14330218068535827
az0.13883089770354906
vi0.13883089770354906
hi0.0924092409240924
be0.0782122905027933
eu0.0782122905027933
uk0.07094594594594594
reliabletrue
passestrue
9
name"Isabella"
dialogue"Se ne va? No, la prego, non lasciatemi qui da sola. C'è qualcuno che mi osserva, lo sento!"
detectedLang"it"
heavyLang"it"
scores
it0.8095673369896405
ca0.6812850586435492
es0.6727748691099475
pt0.6317030053034768
fr0.6273106738223018
ro0.5898950131233596
hr0.5003996802557954
sl0.4743481917577796
tr0.44982394366197187
no0.44592198581560283
yo0.44395017793594305
tl0.38785504407443677
cs0.38665358194308147
sq0.38484251968503935
en0.3596311475409836
pl0.3530020703933748
lv0.32867883995703545
eu0.3206521739130435
lt0.31015452538631344
sk0.30632630410654826
fi0.28815489749430523
az0.2824339839265212
vi0.27578215527230593
da0.2255266418835192
ms0.2255266418835192
hu0.21085858585858586
de0.20986093552465232
sv0.12095639943741208
reliabletrue
passestrue
10
name"Hunter"
dialogue"Stay here. Stay. Qui, okay? I will find someone who speaks your language and I'll be back. Just... don't go wandering off into the woods again. Stay put."
detectedLang"en"
heavyLang"en"
scores
en0.8114224137931035
tl0.5562880324543611
nl0.4358478401031592
da0.41588785046728977
yo0.3829337094499295
no0.3767806267806268
sv0.3305279265493497
et0.30389817024661897
de0.3
ms0.2768595041322314
ca0.2683946488294314
sq0.26284751474304974
fr0.25341296928327645
ro0.24045138888888892
hr0.23178226514486389
lt0.21383647798742136
pl0.2110009017132552
it0.19651056014692378
hu0.17374881964117092
is0.14383561643835618
cs0.10714285714285714
es0.08184679958027283
eu0.08184679958027283
pt0.08184679958027283
sk0.07602956705385427
be0.07407407407407407
tr0.07407407407407407
az0.06716417910447761
lv0.06716417910447761
uk0.06716417910447761
vi0.06716417910447761
reliabletrue
passestrue