Run: 2026-07-25-01KYCTDVFGX9RRT0KPWMJQQRV4

Run Details

Model:
Gemini 3.6 Flash (Reasoning)
Test:
Language Writing
Scenario:
Character dialogue (Italian) in a story
Duration:
14.6s
Cost:
$0.019542
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. Mind if I take a seat? Detective Hunter, Alborn PD." Isabella: "Oh... buongiorno. Scusi, lei chi è? Non capisco..." Hunter: "I'm investigating the incident near the old apple orchard last night. A local man went missing around nine. The cafe owner said you were out there taking photos with that heavy-duty camera of yours around that time. Did you see anything?" Isabella: "Foto? Ah, sì, la fotocamera... Ma ascolti! Ho visto qualcosa di davvero terribile! C'era un uomo vicino alle staccionate, e poi... un lampo, e lui è scomparso nel nulla! È stato tremendo!" Hunter: "Whoa, slow down. Take a breath. I don't speak... what is that, Italian? Look, I just need a straight answer. Did you see anyone suspicious near the treeline?" Isabella: "Non capisco una sola parola! Perché mi guarda così? Guardi le mie mani, stanno ancora tremando! C'era un'ombra scura nel buio, e poi quel rumore... Ho avuto così tanta paura che sono corsa via!" Hunter: "Okay, you're obviously shaken up about something. Did you catch whatever it was on your camera? Can you just show me the screen?" Isabella: "La macchina fotografica? Vuole vedere le foto? No, non capisce, l'immagine è troppo buia, ma c'è un'ombra strana qui sul display! Guardi! Deve aiutarmi, penso che quella persona sia in grande pericolo!" Hunter: "Right. Lots of hand gestures and pointing at a pitch-black preview screen. 'Pericolo'... wait, does that mean peril? Danger? Did you see someone in danger?" Isabella: "Sì! Sì! Pericolo! Un uomo incappucciato... e poi è sparito! Questa città è spaventosa, non mi sento al sicuro!" Hunter: "Okay, we're making a little progress here..." Isabella: "La prego, mi spieghi cosa sta succedendo in questo posto!" Hunter: "Hold that thought." Hunter: "Hunter here... What? Another break-in reported down by the old grain silo? I'm on my way." Hunter: "Look, miss—Isabella, right? Duty calls, I've got to clear out. Don't delete any of those photos on your memory card. I'll be back as soon as I can find an interpreter." Isabella: "Ma dove va?! Non se ne vada! Non può lasciarmi qui da sola dopo quello che ho visto!"
created_at"2026-07-25T14:21:21.798Z" 7/25/2026, 2:21:21 PM
model"google/gemini-3.6-flash-20260721"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency1390
moderation_latency(null)
generation_time14491
tokens_prompt308
tokens_completion1333
native_tokens_prompt288
native_tokens_completion2548
native_tokens_completion_images0
native_tokens_reasoning1968
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"default"
usage0.019542
router(null)
provider_responses
0
endpoint_id"5d6d133d-a953-4781-a835-7ee76f4e1388"
id"YcZkavnPOInTjMcP8q_fuA8"
is_byokfalse
latency1385
model_permaslug"google/gemini-3.6-flash-20260721"
provider_name"Google AI Studio"
status200
user_agent"langchainjs-openai/1.0.0 ((node/v24.18.0; linux; x64))"
http_referer(null)
request_id"req-1784989281-ogxvxNAmdLtq5z5x9sgt"
session_id(null)
preset_id(null)
api_type"completions"
id"gen-1784989281-HxxJ6xf7DTBZq3q5BDMf"
upstream_id"YcZkavnPOInTjMcP8q_fuA8"
total_cost0.019542
cache_discount(null)
upstream_inference_cost0
provider_name"Google AI Studio"
response_cache_source_id(null)
data_region"global"

Evaluation details

Result Evaluator Details Meta Data
100.00% Parse dialogue n/a
dialogue
0
name"Hunter"
dialogue"Excuse me, miss. Mind if I take a seat? Detective Hunter, Alborn PD."
detectedLang"en"
heavyLang"en"
scores
en0.7329376854599406
it0.5974955277280859
ro0.5871559633027523
tl0.5794392523364486
ca0.5327102803738317
sq0.5292887029288702
fr0.5124593716143012
no0.5076586433260394
pt0.5060373216245884
sv0.49324324324324326
es0.4779582366589328
sl0.45913461538461536
da0.4558645707376058
hr0.4140625
hu0.40867279894875164
cs0.40711462450592883
et0.40711462450592883
nl0.39919893190921224
de0.34687953555878087
pl0.33920704845814975
ms0.31402439024390244
tr0.31402439024390244
yo0.31402439024390244
sk0.3098159509202454
lt0.24369747899159663
fi0.23469387755102045
is0.23469387755102045
az0.22813036020583194
lv0.22813036020583194
vi0.22813036020583194
be0.1346153846153846
eu0.1346153846153846
uk0.12280701754385964
reliabletrue
passestrue
1
name"Isabella"
dialogue"Oh... buongiorno. Scusi, lei chi è? Non capisco..."
detectedLang"it"
heavyLang"it"
scores
it0.77728285077951
pt0.5370370370370371
fr0.4889267461669506
tl0.4809688581314879
es0.46524064171123
yo0.4163424124513619
ro0.4129158512720157
en0.3684210526315789
ca0.34782608695652173
vi0.3071593533487298
nl0.29411764705882354
de0.23857868020304565
eu0.2248062015503876
hr0.19786096256684493
sl0.19786096256684493
reliabletrue
passestrue
2
name"Hunter"
dialogue"I'm investigating the incident near the old apple orchard last night. A local man went missing around nine. The cafe owner said you were out there taking photos with that heavy-duty camera of yours around that time. Did you see anything?"
detectedLang"en"
heavyLang"en"
scores
en0.8077701335491704
tl0.6552975326560232
fr0.5290812954395241
nl0.5182555780933064
de0.4897959183673469
no0.4297719087635054
pt0.4290865384615385
ro0.4190786791683653
es0.39490445859872614
ca0.3933588761174968
it0.38284971849285404
sv0.37527400263042526
et0.36412315930388217
da0.3638392857142857
sq0.308252427184466
ms0.30758017492711365
is0.2692307692307693
sk0.24722662440570525
cs0.2464304600740349
hr0.24363057324840762
lt0.23633440514469453
sl0.2259641499185225
yo0.22470076169749728
az0.21832144816236973
lv0.18291284403669725
pl0.16471277842907386
fi0.16422287390029325
hu0.13109756097560976
tr0.10264483627204031
hi0.05126498002663116
eu0.04682274247491639
vi0.04682274247491639
reliabletrue
passestrue
3
name"Isabella"
dialogue"Foto? Ah, sì, la fotocamera... Ma ascolti! Ho visto qualcosa di davvero terribile! C'era un uomo vicino alle staccionate, e poi... un lampo, e lui è scomparso nel nulla! È stato tremendo!"
detectedLang"it"
heavyLang"it"
scores
it0.7910397860247409
es0.527231467473525
ca0.47567114093959734
ro0.4754511120436425
fr0.4434550311665183
pt0.42156409069875056
yo0.4161606725829052
tl0.39903846153846156
de0.39584340260995654
no0.39437984496124034
sq0.36580416032470825
da0.3632195618950586
lt0.33404368673415025
lv0.31280923584387027
et0.31167400881057267
sl0.30011198208286677
pl0.29017603634298694
en0.27578215527230593
sk0.2715617715617716
ms0.2690058479532163
nl0.25727866904337493
sv0.25014997000599876
fi0.24562462281231143
az0.24242424242424243
hr0.24242424242424243
cs0.19093851132686085
vi0.17163684559310802
is0.1605104096709201
hu0.15081521739130435
tr0.137336093857833
eu0.06296851574212893
reliabletrue
passestrue
4
name"Hunter"
dialogue"Whoa, slow down. Take a breath. I don't speak... what is that, Italian? Look, I just need a straight answer. Did you see anyone suspicious near the treeline?"
detectedLang"en"
heavyLang"en"
scores
en0.8098098098098098
tl0.6117695136902329
et0.4771601541001651
no0.4092039800995025
da0.39911448450347875
nl0.3921944977607165
ro0.391025641025641
yo0.37786509495743287
ms0.36918990703851257
fr0.35983827493261455
cs0.35197817189631647
sv0.35020519835841313
sq0.34027777777777785
it0.3319268635724332
hu0.3286219081272085
hr0.3252840909090909
ca0.30808448652585574
tr0.30402930402930406
sl0.2883895131086142
de0.2709132770529547
sk0.2709132770529547
pt0.2669753086419753
pl0.24543288324066717
is0.23817161186848435
lt0.22448979591836735
fi0.22003284072249588
es0.21939194741166804
az0.208992506244796
lv0.17606244579358196
vi0.12280701754385964
be0.06862745098039216
eu0.06862745098039216
uk0.06219151036525173
ja0.058473736372646176
reliabletrue
passestrue
5
name"Isabella"
dialogue"Non capisco una sola parola! Perché mi guarda così? Guardi le mie mani, stanno ancora tremando! C'era un'ombra scura nel buio, e poi quel rumore... Ho avuto così tanta paura che sono corsa via!"
detectedLang"it"
heavyLang"it"
scores
it0.8069351907934584
fr0.498426435877262
pt0.4835965978128797
es0.4748764415156508
ro0.449719464825205
ca0.42927484333034915
en0.3765281173594132
tl0.34715821812596004
sl0.3210862619808307
hr0.28651371012870736
sk0.2668200115008626
tr0.25742574257425743
sq0.2565597667638484
cs0.2460082791247782
yo0.23880597014925373
no0.2314647377938517
hu0.21150278293135436
sv0.2110148514851485
lv0.20511221945137156
nl0.19456727732154136
et0.1920152091254753
lt0.18426103646833014
da0.18321588725176166
ms0.16173570019723865
pl0.1600790513833992
az0.15618795499669094
de0.1494329553035357
is0.1448692152917505
fi0.09446022727272727
eu0.06387665198237885
reliabletrue
passestrue
6
name"Hunter"
dialogue"Okay, you're obviously shaken up about something. Did you catch whatever it was on your camera? Can you just show me the screen?"
detectedLang"en"
heavyLang"en"
scores
en0.8136782113108285
tl0.6062992125984252
nl0.4967436352871522
sv0.38316400580551524
fr0.37820043891733723
no0.3446414803392444
ms0.31451612903225806
ca0.2946058091286307
es0.29401993355481726
et0.2922564529558701
yo0.28870292887029286
pt0.2703862660944206
it0.2691315563198624
sq0.2685025817555938
fi0.26660914581535805
de0.23835125448028674
cs0.21369102682701202
da0.16666666666666666
sk0.16090819348469892
ro0.15674603174603174
hr0.09381663113006397
sl0.09381663113006397
lv0.09188034188034187
hi0.08993576017130622
pl0.08993576017130622
az0.08306364617044228
tr0.08306364617044228
reliabletrue
passestrue
7
name"Isabella"
dialogue"La macchina fotografica? Vuole vedere le foto? No, non capisce, l'immagine è troppo buia, ma c'è un'ombra strana qui sul display! Guardi! Deve aiutarmi, penso che quella persona sia in grande pericolo!"
detectedLang"it"
heavyLang"it"
scores
it0.7973950795947902
ro0.5973540408398045
fr0.5748557546310356
es0.5740797079403711
ca0.5528585116576173
pt0.5213675213675213
en0.47800149142431025
de0.4609164420485175
no0.4193280796350062
sk0.4152046783625731
sq0.4139807450816241
tl0.40803382663847776
nl0.40349382190029826
sl0.38596491228070173
lv0.3829881004847951
et0.3741618238712562
sv0.36536718041704447
ms0.3610223642172524
hr0.34548854604955587
da0.3383742911153119
pl0.3197278911564626
cs0.3072736269173676
yo0.2947103274559194
tr0.27946474523932063
lt0.2689295039164491
az0.2608236536430834
fi0.16467780429594273
hu0.147900182592818
eu0.11280101394169835
vi0.10371318822023047
is0.08496732026143791
reliabletrue
passestrue
8
name"Hunter"
dialogue"Right. Lots of hand gestures and pointing at a pitch-black preview screen. 'Pericolo'... wait, does that mean peril? Danger? Did you see someone in danger?"
detectedLang"en"
heavyLang"en"
scores
en0.7944339025932954
tl0.6473779385171791
nl0.5149253731343284
de0.4979402677651905
fr0.48
ro0.468954248366013
no0.456824512534819
da0.45347533632286996
it0.45286195286195285
sv0.3701550387596899
ca0.36357702349869453
pt0.3538767395626242
es0.35086551264980026
yo0.3358310626702997
et0.2857142857142857
sl0.2630385487528345
hr0.24826522744795684
is0.24652241112828435
lt0.24418604651162787
ms0.24183514774494555
pl0.22372611464968153
cs0.22310756972111553
sk0.18952618453865336
fi0.1820469798657718
lv0.17860151642796968
hu0.13793103448275862
az0.13640389725420726
sq0.1325622775800712
tr0.1224122412241224
eu0.06698564593301436
vi0.06698564593301436
reliabletrue
passestrue
9
name"Isabella"
dialogue"Sì! Sì! Pericolo! Un uomo incappucciato... e poi è sparito! Questa città è spaventosa, non mi sento al sicuro!"
detectedLang"it"
heavyLang"it"
scores
it0.8045295227824212
es0.6364092276830492
ro0.6087425796006476
ca0.5292207792207793
fr0.5233399079552925
pt0.5179521276595745
yo0.4585511575802838
en0.4273301737756714
tl0.3766122098022356
no0.3706597222222222
da0.33910665451230626
lt0.3378995433789954
lv0.3317972350230415
ms0.3068833652007648
nl0.3055555555555556
fi0.2919921875
hr0.27716849451645065
sv0.275
eu0.2691532258064516
tr0.26693629929221435
sk0.2639593908629441
cs0.25334706488156544
sl0.24400417101147026
sq0.23844537815126046
is0.23280423280423282
hu0.1826381059751973
pl0.1807909604519774
de0.16184971098265896
az0.14806110458284372
et0.14403778040141677
reliabletrue
passestrue
10
name"Hunter"
dialogue"Okay, we're making a little progress here..."
detectedLang"en"
heavyLang"en"
scores
en0.7928176795580111
tl0.7104247104247103
fr0.6103896103896105
no0.592944369063772
sv0.576271186440678
sq0.5689655172413793
pt0.5419847328244275
es0.5327102803738317
tr0.511400651465798
da0.4845360824742268
de0.48364888123924266
ro0.47826086956521735
it0.47735191637630664
ca0.4727592267135325
cs0.4727592267135325
et0.45848375451263534
nl0.4434137291280148
hu0.4318181818181818
sl0.42418426103646834
sk0.4140625
ms0.402390438247012
hr0.39271255060728744
yo0.39271255060728744
pl0.3710691823899371
lt0.3464052287581699
is0.3273542600896861
lv0.3258426966292135
az0.3135011441647597
eu0.3071593533487298
vi0.1891891891891892
fi0.17355371900826447
reliabletrue
passestrue
11
name"Isabella"
dialogue"La prego, mi spieghi cosa sta succedendo in questo posto!"
detectedLang"it"
heavyLang"it"
scores
it0.803921568627451
es0.6845425867507886
ro0.6638655462184874
sl0.6441281138790036
pt0.6168582375478927
ca0.615014436958614
fr0.546485260770975
tl0.54337899543379
hr0.5337995337995338
en0.504950495049505
nl0.48320413436692505
pl0.47643979057591623
de0.4490358126721763
cs0.441340782122905
yo0.40119760479041916
sk0.394856278366112
sv0.3730407523510972
lt0.36608557844690964
no0.35170178282009723
tr0.3442622950819672
da0.26605504587155965
az0.26335174953959484
sq0.25512104283054005
hu0.17525773195876287
et0.17355371900826447
vi0.17355371900826447
lv0.16142557651991615
ms0.15789473684210525
fi0.12854030501089325
reliabletrue
passestrue
12
name"Hunter"
dialogue"Hold that thought."
detectedLang"en"
heavyLang"en"
scores
en0.848714069591528
da0.5283018867924528
tl0.5
reliabletrue
passestrue
13
name"Hunter"
dialogue"Hunter here... What? Another break-in reported down by the old grain silo? I'm on my way."
detectedLang"en"
heavyLang"en"
scores
en0.8168789808917197
tl0.6278317152103561
fr0.4670991658943466
sv0.4126659856996936
da0.4059917355371901
pl0.3966421825813221
nl0.3928194297782471
cs0.3876464323748669
ro0.37837837837837834
de0.3458475540386803
sk0.34059633027522934
yo0.31952662721893493
es0.30387409200968524
no0.2962056303549572
sq0.29187192118226607
eu0.2730720606826802
sl0.2703045685279188
ms0.26937738246505716
it0.267515923566879
pt0.26187419768934533
ca0.21555252387448842
et0.21124828532235942
fi0.20689655172413793
lt0.15441176470588236
hr0.13273001508295626
az0.1274658573596358
hi0.1274658573596358
tr0.09305993690851734
reliabletrue
passestrue
14
name"Hunter"
dialogue"Look, miss—Isabella, right? Duty calls, I've got to clear out. Don't delete any of those photos on your memory card. I'll be back as soon as I can find an interpreter."
detectedLang"en"
heavyLang"en"
scores
en0.7990867579908676
tl0.5703125
ca0.48381041764429844
de0.4379151762902402
es0.42196531791907516
fr0.41458222458754657
yo0.41458222458754657
sq0.40891993551853845
no0.4073275862068965
da0.37142857142857144
it0.3436754176610978
ro0.34210526315789475
pt0.3251533742331288
hu0.31549471064094586
et0.3150684931506849
tr0.31335830212234705
sv0.302915082382763
ms0.3006993006993007
lt0.2838541666666667
nl0.2819843342036553
pl0.2796332678454486
hr0.2791612057667104
sk0.2767915844838922
cs0.260752688172043
lv0.23717059639389734
sl0.23451635351426586
fi0.20347574221578568
vi0.1760299625468165
az0.15837796480489671
eu0.14463452566096424
hi0.12767644726407612
is0.12140575079872205
ja0.08333333333333334
be0.05982905982905983
uk0.05417024935511608
reliabletrue
passestrue
15
name"Isabella"
dialogue"Ma dove va?! Non se ne vada! Non può lasciarmi qui da sola dopo quello che ho visto!"
detectedLang"it"
heavyLang"it"
scores
it0.8187780462547462
fr0.6276595744680852
ca0.5458477508650519
es0.5406824146981627
ro0.5257452574525745
sl0.4728915662650602
pt0.4450317124735729
fi0.4140625
hr0.4094488188976378
no0.40476190476190477
cs0.38162544169611307
tl0.36363636363636365
sq0.3566176470588235
sk0.3354430379746835
lt0.3346007604562738
yo0.3312101910828026
da0.32605905006418484
eu0.2866847826086956
tr0.27083333333333337
lv0.25
pl0.2446043165467626
ms0.2391304347826087
hu0.23802612481857763
de0.2335766423357664
vi0.21171171171171171
az0.16798732171156894
et0.16
en0.15048543689320387
sv0.14075286415711946
is0.12060301507537688
reliabletrue
passestrue