Run: 2026-07-25-01KYCY8JTE9NYEZ35PJ22XDHHX

Run Details

Model:
Gemini 3.6 Flash (Reasoning, Minimal)
Test:
Language Writing
Scenario:
Character dialogue (German) in a story
Duration:
4.7s
Cost:
$0.003852
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="Melanie"> Melanie is a 30-year old college student on a study abroad program. Born in Germany, she is fluent in German 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 German, 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: Melanie 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 German, and Hunter looks confused. They talk for a while, until Hunter gets a call and has to leave. Return the dialogue between Melanie and Hunter as a voice sheet: Melanie: "..." Hunter: "..."

Model response

AI
Melanie: "Gott sei Dank, die Linse hat keinen Kratzer abbekommen..." Hunter: "Excuse me. Ma'am? Mind if I interrupt you for a second?" Melanie: "Oh! Hallo. Kann ich Ihnen helfen?" Hunter: "Right. I'm Detective Hunter. I'm looking into the commotion down by the orchard earlier today. The Apple Festival prep area. Did you happen to see anything unusual around two o'clock?" Melanie: "Es... es war schrecklich. Ich wollte nur ein paar Fotos von den alten Apfelbäumen machen, wissen Sie? Und plötzlich war da dieser Mann. Er ist einfach im Nebel verschwunden... als hätte der Boden ihn verschluckt!" Hunter: "Whoa, slow down. I don't speak... whatever language that is. German? Look, I just need a simple yes or no. Were you at the orchard?" Melanie: "Ich verstehe Sie nicht! Aber der Mann... seine Tasche liegt noch dort drüben im Gras! Ich habe Angst, dass ihm etwas Zustoßen ist. Schauen Sie doch auf mein Display, ich habe es fotografiert!" Hunter: "Lady, I have no idea what you're saying. You're waving your hands around like something bit you. Did you see a suspect? A tall guy in a dark jacket?" Melanie: "Warum helfen Sie ihm denn nicht?! Er ist einfach weg! Wie kann ein Mensch einfach so verschwinden?" Hunter: "Okay, breath in, breath out. I'm going to need you to come down to the station so we can find someone who can translate this..." Hunter: "Hold that thought." Hunter: "Hunter speaking. ...What? Are you sure? ...No, leave the tape up, I'm on my way right now. Ten minutes." Hunter: "Look, Miss, I have to go. Duty calls. Stay in town, alright? Don't leave Alborn. We're going to finish this conversation later." Melanie: "Bitte... passen Sie auf sich auf. Hier stimmt etwas ganz und gar nicht..."
created_at"2026-07-25T15:28:23.387Z" 7/25/2026, 3:28:23 PM
model"google/gemini-3.6-flash-20260721"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency616
moderation_latency(null)
generation_time3830
tokens_prompt306
tokens_completion434
native_tokens_prompt288
native_tokens_completion456
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"default"
usage0.003852
router(null)
provider_responses
0
endpoint_id"5d6d133d-a953-4781-a835-7ee76f4e1388"
id"GNZkap7MEObc_uMPoKDKkAo"
is_byokfalse
latency616
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-1784993304-x7Yemp205jCYNpzUfwVG"
session_id(null)
preset_id(null)
api_type"completions"
id"gen-1784993304-w4ILIAWRPoQF0dkXhkeT"
upstream_id"GNZkap7MEObc_uMPoKDKkAo"
total_cost0.003852
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"Melanie"
dialogue"Gott sei Dank, die Linse hat keinen Kratzer abbekommen..."
detectedLang"de"
heavyLang"de"
scores
de0.7730220492866408
nl0.4852941176470589
fi0.3986254295532647
no0.360146252285192
sv0.31906614785992216
tr0.308300395256917
da0.2456896551724138
hr0.24242424242424243
sl0.24242424242424243
eu0.2374727668845316
ro0.23076923076923078
is0.2273730684326711
hu0.2009132420091324
it0.2009132420091324
yo0.2009132420091324
ms0.1822429906542056
pt0.1822429906542056
sk0.1822429906542056
reliabletrue
passestrue
1
name"Hunter"
dialogue"Excuse me. Ma'am? Mind if I interrupt you for a second?"
detectedLang"en"
heavyLang"en"
scores
en0.7405966277561609
tl0.588053553038105
no0.576271186440678
it0.5703544575725027
fr0.538638985005767
da0.531615925058548
sq0.5215311004784688
pt0.5067817509247842
ro0.5012468827930174
cs0.494949494949495
hu0.4878361075544174
et0.4865211810012837
sv0.4865211810012837
ca0.4784876140808344
hr0.4550408719346049
es0.4528043775649795
pl0.43899018232819076
nl0.43741209563994377
sk0.4091580502215657
sl0.39209726443769
lt0.35691318327974275
lv0.35379644588045234
tr0.35379644588045234
ms0.3485342019543974
yo0.33993399339933994
az0.3333333333333333
vi0.3288590604026846
de0.27927927927927926
eu0.2753623188405797
fi0.25650557620817843
is0.25650557620817843
be0.14893617021276595
uk0.13606911447084233
reliabletrue
passestrue
2
name"Melanie"
dialogue"Oh! Hallo. Kann ich Ihnen helfen?"
detectedLang"de"
heavyLang"de"
scores
de0.801762114537445
nl0.512987012987013
is0.412532637075718
es0.39189189189189183
no0.39189189189189183
sk0.3553008595988539
pl0.3382352941176471
fi0.3119266055045872
it0.29467084639498436
az0.26229508196721313
hu0.26229508196721313
da0.22945205479452058
en0.22945205479452058
et0.22945205479452058
sv0.22945205479452058
tr0.22945205479452058
reliabletrue
passestrue
3
name"Hunter"
dialogue"Right. I'm Detective Hunter. I'm looking into the commotion down by the orchard earlier today. The Apple Festival prep area. Did you happen to see anything unusual around two o'clock?"
detectedLang"en"
heavyLang"en"
scores
en0.8027782541588063
tl0.6317643291706692
fr0.5483110761979576
no0.4734432234432235
nl0.4688221709006929
da0.45754716981132076
de0.4188984335522991
it0.38038793103448276
es0.37669376693766937
sv0.37329700272479566
pt0.37295528898582336
cs0.3424814179531161
ro0.3047158403869408
yo0.3021844660194175
ms0.29056138186304753
sq0.2857142857142857
ca0.27899686520376177
sl0.27398989898989895
et0.2566257272139625
sk0.25130208333333337
hr0.25032594524119944
pl0.21555252387448842
lt0.16666666666666666
lv0.13857677902621723
hu0.12280701754385964
fi0.11196911196911197
az0.09305993690851734
zh0.06275468622656886
is0.058149058149058144
tr0.04880066170388751
reliabletrue
passestrue
4
name"Melanie"
dialogue"Es... es war schrecklich. Ich wollte nur ein paar Fotos von den alten Apfelbäumen machen, wissen Sie? Und plötzlich war da dieser Mann. Er ist einfach im Nebel verschwunden... als hätte der Boden ihn verschluckt!"
detectedLang"de"
heavyLang"de"
scores
de0.8220525430309304
nl0.5224036123654047
no0.5016310257339616
da0.4369369369369369
sv0.3878005342831701
is0.3295953193564115
es0.31523904382470125
ca0.31112224448897796
pt0.2563547863710114
pl0.24533479692645446
tr0.2445054945054945
sk0.2378048780487805
lt0.22926008968609865
en0.2257882882882883
ms0.1883116883116883
it0.1800834824090638
hr0.17268351383874847
fr0.17218543046357618
hu0.16817906836055657
lv0.15592387968078575
et0.15540540540540537
sl0.15332512315270935
cs0.15280345040049292
eu0.15280345040049292
ro0.150710315009265
az0.14008755472170106
fi0.131396083385976
sq0.12809131261889664
tl0.09120951751487112
hi0.07157326130992572
yo0.05172413793103448
vi0.04381084840055633
reliabletrue
passestrue
5
name"Hunter"
dialogue"Whoa, slow down. I don't speak... whatever language that is. German? Look, I just need a simple yes or no. Were you at the orchard?"
detectedLang"en"
heavyLang"en"
scores
en0.8125426039536469
tl0.6275395033860045
no0.49725776965265084
ca0.46808510638297873
ro0.46739832149774047
da0.461839530332681
nl0.4611365120836055
fr0.4455645161290322
sv0.3951612903225807
yo0.37547312641937924
es0.3707093821510297
et0.35039370078740156
pt0.33841218925421007
sq0.33681672025723475
hr0.3357487922705314
it0.3287225386493084
hu0.3136439267886855
ms0.3096234309623431
cs0.2763157894736842
is0.27568042142230026
pl0.27055702917771884
tr0.26991150442477874
de0.2692648361381754
sk0.2620751341681575
lv0.24242424242424243
lt0.20135527589545013
az0.19747081712062256
sl0.15816326530612246
eu0.15210688591983554
vi0.13883089770354906
be0.0782122905027933
fi0.07094594594594594
uk0.07094594594594594
reliabletrue
passestrue
6
name"Melanie"
dialogue"Ich verstehe Sie nicht! Aber der Mann... seine Tasche liegt noch dort drüben im Gras! Ich habe Angst, dass ihm etwas Zustoßen ist. Schauen Sie doch auf mein Display, ich habe es fotografiert!"
detectedLang"de"
heavyLang"de"
scores
de0.8272685398433901
nl0.46479543292102765
no0.3961352657004831
ca0.35640732265446223
pl0.28435114503816794
es0.2755956213779781
sk0.2741935483870968
fr0.26035502958579887
it0.24849699398797598
da0.2398648648648649
lv0.23935091277890466
en0.21273617914625612
cs0.21218487394957983
lt0.20718816067653278
et0.2043847241867044
pt0.20212765957446807
ro0.19757489300998574
sq0.18948126801152737
hr0.17521994134897362
is0.1734019103600294
tr0.16543026706231453
sv0.1359447004608295
hu0.13394919168591224
sl0.10855784469096671
az0.09493161705551086
hi0.08610885458976443
fi0.0625
ms0.049831081081081086
reliabletrue
passestrue
7
name"Hunter"
dialogue"Lady, I have no idea what you're saying. You're waving your hands around like something bit you. Did you see a suspect? A tall guy in a dark jacket?"
detectedLang"en"
heavyLang"en"
scores
en0.8078661844484629
tl0.6155585707824514
no0.45054945054945056
sv0.44841012329656066
ro0.4150034411562285
nl0.40559440559440557
ca0.3963068181818182
da0.38804895608351336
es0.37315634218289084
it0.3545937737281701
pl0.35361216730038025
hr0.3441358024691358
pt0.3431221020092735
ms0.34261407579273007
fr0.32806324110671936
de0.31396287328490724
tr0.2827004219409283
is0.2747440273037543
cs0.2703862660944206
et0.2582897033158813
yo0.256993006993007
sk0.2563429571303587
lv0.236983842010772
sl0.22303473491773307
hu0.20782851817334574
az0.20337394564198688
sq0.19507575757575757
eu0.1771539206195547
lt0.1457286432160804
vi0.1353001017293998
be0.07608695652173912
fi0.06900328587075576
uk0.06900328587075576
reliabletrue
passestrue
8
name"Melanie"
dialogue"Warum helfen Sie ihm denn nicht?! Er ist einfach weg! Wie kann ein Mensch einfach so verschwinden?"
detectedLang"de"
heavyLang"de"
scores
de0.8387530233808116
nl0.6161228406909789
no0.5106035889070147
is0.46428571428571425
da0.3963782696177062
pl0.3348115299334811
tr0.3258426966292135
es0.27448609431680776
en0.22680412371134018
hu0.22680412371134018
tl0.21363040629095675
sv0.21156373193166886
sl0.2010652463382157
pt0.19678714859437751
sq0.1880920162381597
yo0.17355371900826447
hi0.1501416430594901
sk0.1501416430594901
cs0.14285714285714285
vi0.14163090128755365
lt0.1137370753323486
it0.10714285714285714
fr0.09502262443438914
az0.08952959028831564
ca0.08952959028831564
ro0.08952959028831564
reliabletrue
passestrue
9
name"Hunter"
dialogue"Okay, breath in, breath out. I'm going to need you to come down to the station so we can find someone who can translate this..."
detectedLang"en"
heavyLang"en"
scores
en0.8315868263473053
tl0.6573604060913706
yo0.47633824670287045
no0.46513470681458
nl0.46215139442231074
it0.44897959183673475
sl0.44807849550286183
da0.44029850746268656
de0.4375
pl0.4026548672566372
sv0.38636363636363635
ro0.36380772855796417
fr0.35406698564593303
sk0.34782608695652173
cs0.3290258449304175
hr0.31955645161290325
az0.29540709812108557
ms0.28646934460887946
et0.2757510729613734
lv0.27184466019417475
lt0.267100977198697
sq0.24327354260089684
tr0.2276887871853547
vi0.21693735498839908
pt0.18967587034813926
es0.18674698795180722
ca0.1837968561064087
fi0.1083223249669749
zh0.10239361702127658
eu0.09029649595687331
reliabletrue
passestrue
10
name"Hunter"
dialogue"Hold that thought."
detectedLang"en"
heavyLang"en"
scores
en0.848714069591528
da0.5283018867924528
tl0.5
reliabletrue
passestrue
11
name"Hunter"
dialogue"Hunter speaking. ...What? Are you sure? ...No, leave the tape up, I'm on my way right now. Ten minutes."
detectedLang"en"
heavyLang"en"
scores
en0.8174116272275781
tl0.6689618644067796
fr0.5203376822716808
no0.4429590017825312
nl0.4349005424954792
ca0.41369606003752346
sk0.40532825880114176
pl0.4036259541984733
cs0.3978805394990366
de0.3811881188118812
pt0.34895833333333337
da0.32505399568034554
et0.32212581344902386
sv0.3161925601750547
ms0.31167400881057267
ro0.30709534368070956
hr0.2905788876276958
yo0.2905788876276958
lt0.2816091954022989
fi0.26210153482880755
it0.251497005988024
es0.2460796139927624
sq0.24242424242424243
tr0.19041450777202074
lv0.17328042328042328
sl0.17328042328042328
hi0.11847672778561354
is0.10201149425287356
reliabletrue
passestrue
12
name"Hunter"
dialogue"Look, Miss, I have to go. Duty calls. Stay in town, alright? Don't leave Alborn. We're going to finish this conversation later."
detectedLang"en"
heavyLang"en"
scores
en0.804084540489195
tl0.5375560538116592
da0.49725776965265084
de0.4963369963369963
fr0.43298969072164945
yo0.42867036011080334
nl0.42267319804058784
sv0.41447835344215755
no0.406901509705248
pl0.3906942392909897
it0.38432835820895517
ca0.3287225386493084
ro0.32210353327855384
sl0.25
es0.24657534246575344
hr0.23611111111111113
pt0.23255813953488372
lv0.23112767940354148
lt0.22462406015037595
cs0.2224316682375118
az0.20289855072463767
sq0.19980601357904945
sk0.19825072886297376
ms0.14948453608247422
is0.12882787750791974
fi0.09040793825799338
zh0.08536585365853659
hi0.08435072142064373
be0.0782122905027933
tr0.0782122905027933
hu0.07511210762331838
et0.07094594594594594
uk0.07094594594594594
vi0.07094594594594594
reliabletrue
passestrue
13
name"Melanie"
dialogue"Bitte... passen Sie auf sich auf. Hier stimmt etwas ganz und gar nicht..."
detectedLang"de"
heavyLang"de"
scores
de0.8510861948142957
nl0.5540398740818467
no0.3813682678311499
da0.380466472303207
it0.3722304283604136
fr0.3044189852700491
et0.2951907131011609
sv0.2951907131011609
pl0.2085661080074488
ca0.20708955223880596
pt0.19659735349716445
cs0.1904761904761905
en0.16173570019723865
ro0.1550695825049702
is0.1326530612244898
ms0.1326530612244898
reliabletrue
passestrue