Run: 2026-07-25-01KYCY2MTPHBKGY0TJFC5ZV0HN

Run Details

Model:
Gemini 3.6 Flash (Reasoning, Minimal)
Test:
Language Writing
Scenario:
Character dialogue (German) in a story
Duration:
3.3s
Cost:
$0.003904
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
Hunter: "Excuse me, miss. Mind if I sit? Detective Hunter, local PD. I’m looking into what happened down at the orchard late last night, and someone said they saw you taking photos near the treeline around that time." Melanie: "Guten Tag? Entschuldigung, ich... ich verstehe Sie leider nicht. Sprechen Sie Deutsch?" Hunter: "Uh... right. Look, I just need a quick statement. Did you see anyone suspicious hanging around the old packing shed? A man, about six-foot, dark jacket?" Melanie: "Es war so schrecklich... Ich wollte nur den Nebel über den Apfelbäumen fotografieren. Aber da war dieser Schatten. Jemand hat geschrien, und dann... dann war er einfach weg. Ich habe solche Angst." Hunter: "Whoa, okay, take it easy. I don't know what 'schrecklich' means, but you look like you've seen a ghost. Did you take a picture of something? Can you show me the camera?" Melanie: "Nein, bitte, fassen Sie meine Kamera nicht an! Die Bilder... ich traue mich gar nicht, sie anzusehen. Da war jemand im Gebüsch, ich bin mir ganz sicher. Etwas Stimmt hier in diesem Ort ganz und gar nicht." Hunter: "Look, lady, I don't speak... whatever language this is. French? Dutch? Just give me a yes or no. Did you see the missing guy?" Melanie: "Ich weiß nicht, was Sie von mir wollen! Warum hilft mir denn niemand? Ich möchte einfach nur zurück in mein Wohnheim." Hunter: "Dammit, this is getting us nowhere. Hold on, let me try... 'Sprechen'... no, forget it." Melanie: "Bitte, lassen Sie mich einfach in Ruhe. Ich kann Ihnen nicht helfen." Hunter: "Yeah, Hunter here... What? Another one? Where?... Got it, I’m on my way." Hunter: "Duty calls, miss. Don't leave town. I'll be back with someone from the station who can translate whatever it is you're saying."
created_at"2026-07-25T15:25:08.832Z" 7/25/2026, 3:25:08 PM
model"google/gemini-3.6-flash-20260721"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency502
moderation_latency(null)
generation_time3265
tokens_prompt306
tokens_completion448
native_tokens_prompt288
native_tokens_completion463
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"
usage0.0039045
router(null)
provider_responses
0
endpoint_id"5d6d133d-a953-4781-a835-7ee76f4e1388"
id"VNVkaramOPua-8YPsqj1gQo"
is_byokfalse
latency502
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-1784993108-ZElRv9cxx7nJzm6q9NiS"
session_id(null)
preset_id(null)
api_type"completions"
id"gen-1784993108-CA2DOU3bpbQO0kXdzjIF"
upstream_id"VNVkaramOPua-8YPsqj1gQo"
total_cost0.0039045
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 sit? Detective Hunter, local PD. I’m looking into what happened down at the orchard late last night, and someone said they saw you taking photos near the treeline around that time."
detectedLang"en"
heavyLang"en"
scores
en0.8080330773774365
tl0.6557203389830508
no0.47833065810593905
fr0.4360086767895878
da0.42882249560632685
pt0.4080145719489982
nl0.400645458736745
et0.37409725565719787
ro0.3710691823899371
it0.34902353530295444
ca0.3260756868843961
es0.32150313152400833
sq0.30961232076473716
de0.29501084598698485
sv0.2872807017543859
ms0.2575671045117076
yo0.22015596880623875
tr0.21921921921921925
hr0.21164342025469984
sl0.20924574209245742
cs0.19454770755885997
pl0.1514360313315927
fi0.14809960681520312
sk0.13678618857901728
hu0.10652920962199314
lt0.0990990990990991
is0.09344490934449094
lv0.09344490934449094
hi0.05591866376180102
be0.051094890510948905
az0.046221570066030816
uk0.046221570066030816
vi0.046221570066030816
ja0.04341427520235468
reliabletrue
passestrue
1
name"Melanie"
dialogue"Guten Tag? Entschuldigung, ich... ich verstehe Sie leider nicht. Sprechen Sie Deutsch?"
detectedLang"de"
heavyLang"de"
scores
de0.8291925465838509
nl0.5870870870870871
sv0.4234800838574424
da0.3582263710618437
no0.3574766355140187
lt0.32432432432432434
pl0.29214929214929214
is0.27821522309711283
en0.2753623188405797
sk0.2597577388963661
ca0.22425952045133993
it0.2040520984081042
fr0.20289855072463767
eu0.19472913616398244
az0.1887905604719764
ro0.1887905604719764
ms0.1691842900302115
sl0.16666666666666666
et0.16158536585365854
cs0.15384615384615385
fi0.15254237288135594
hr0.12280701754385964
hu0.11575562700964631
tl0.11147011308562196
tr0.11147011308562196
es0.10277324632952692
pt0.10277324632952692
sq0.09688013136288999
reliabletrue
passestrue
2
name"Hunter"
dialogue"Uh... right. Look, I just need a quick statement. Did you see anyone suspicious hanging around the old packing shed? A man, about six-foot, dark jacket?"
detectedLang"en"
heavyLang"en"
scores
en0.8074194202310966
tl0.6687587168758717
sv0.48952176249328316
no0.4771601541001651
fr0.4574528840662478
da0.4256348246674728
nl0.4238932686476653
et0.38551099611901685
ca0.3628437290409121
yo0.35064935064935066
sq0.33936022253129344
de0.33751743375174337
hu0.33519944016794956
ro0.3338008415147265
cs0.317038102084831
it0.3030080704328687
hr0.28409947249434814
pt0.2797573919636088
pl0.2753623188405797
ms0.26810477657935283
sk0.2543171114599686
lt0.24841772151898736
lv0.24242424242424243
tr0.23939151321056848
es0.2238562091503268
az0.2142266335814723
is0.18032786885245902
sl0.1387126019945603
vi0.12280701754385964
be0.06862745098039216
eu0.06862745098039216
fi0.06219151036525173
uk0.06219151036525173
reliabletrue
passestrue
3
name"Melanie"
dialogue"Es war so schrecklich... Ich wollte nur den Nebel über den Apfelbäumen fotografieren. Aber da war dieser Schatten. Jemand hat geschrien, und dann... dann war er einfach weg. Ich habe solche Angst."
detectedLang"de"
heavyLang"de"
scores
de0.8232695139911635
nl0.5680345572354212
da0.47735191637630664
no0.47735191637630664
sv0.3135011441647597
ca0.3127147766323024
es0.28994082840236685
tr0.28186714542190305
en0.2762364294330519
eu0.2753623188405797
it0.2696287279367012
sk0.26695174098961516
sl0.25512104283054005
ro0.2227979274611399
ms0.2182410423452769
cs0.2079207920792079
lt0.2079207920792079
pl0.2
yo0.19408999328408327
is0.19300605245460659
hr0.17525773195876287
pt0.1712707182320442
lv0.1678224687933426
fr0.1465149359886202
fi0.13916786226685796
hu0.1366906474820144
az0.12087912087912088
vi0.11894273127753303
tl0.11176905995558846
sq0.10112359550561797
et0.09228441754916791
reliabletrue
passestrue
4
name"Hunter"
dialogue"Whoa, okay, take it easy. I don't know what 'schrecklich' means, but you look like you've seen a ghost. Did you take a picture of something? Can you show me the camera?"
detectedLang"en"
heavyLang"en"
scores
en0.7846255798542081
tl0.5537757437070938
no0.3887147335423198
sq0.3765984654731458
yo0.3701550387596899
it0.36647173489278756
fr0.36564736499674694
nl0.346514745308311
de0.32665745856353595
sv0.32338653712699517
ro0.3229166666666667
ca0.3172268907563025
es0.29653679653679654
pt0.2820324005891017
ms0.2777777777777778
hr0.25685975609756095
sl0.2562929061784897
cs0.24418604651162787
da0.22863924050632914
pl0.19154228855721395
is0.18885191347753744
tr0.18682235195996663
hu0.18614357262103506
et0.1847826086956522
lv0.18341708542713567
az0.17721518987341772
sk0.17162276975361088
lt0.12946428571428573
fi0.12398921832884095
vi0.12003610108303249
be0.06698564593301436
eu0.06698564593301436
uk0.06069364161849711
reliabletrue
passestrue
5
name"Melanie"
dialogue"Nein, bitte, fassen Sie meine Kamera nicht an! Die Bilder... ich traue mich gar nicht, sie anzusehen. Da war jemand im Gebüsch, ich bin mir ganz sicher. Etwas Stimmt hier in diesem Ort ganz und gar nicht."
detectedLang"de"
heavyLang"de"
scores
de0.8215099498708794
nl0.501696352841391
no0.3753322700691122
en0.35757244395844723
da0.3468593663146193
sv0.3468593663146193
it0.3196294151708164
pl0.3188405797101449
ro0.3112543962485346
ms0.2865816636308439
eu0.27513880320789635
yo0.2692786069651742
fr0.2683686176836862
tr0.2679127725856698
sl0.26516572858036275
hr0.25254452926208654
az0.20981842636180228
tl0.20338983050847456
sk0.20068027210884354
et0.14855072463768115
cs0.1309171597633136
vi0.1276911655530809
es0.12116679132385938
is0.11654135338345865
pt0.09684857801691008
ca0.07987470634299138
fi0.06967537608867774
lt0.06893819334389857
lv0.06893819334389857
ru0.05924739791833467
reliabletrue
passestrue
6
name"Hunter"
dialogue"Look, lady, I don't speak... whatever language this is. French? Dutch? Just give me a yes or no. Did you see the missing guy?"
detectedLang"en"
heavyLang"en"
scores
en0.8111263736263735
tl0.583963691376702
no0.47982345523329134
nl0.4755244755244755
da0.4701348747591522
et0.4353182751540041
pt0.4194229415904293
fr0.4119743406985032
sv0.40647482014388486
ca0.40347071583514105
it0.3964886613021215
yo0.37547312641937924
es0.36244204018547144
is0.3609604957397366
sq0.3436754176610978
ms0.33841218925421007
ro0.3352135374697824
hu0.3136439267886855
hr0.29906542056074764
cs0.2763157894736842
pl0.27055702917771884
sk0.2620751341681575
lv0.24242424242424243
tr0.22169811320754715
de0.21503330161750714
fi0.207492795389049
lt0.20135527589545013
az0.1935483870967742
sl0.17746759720837485
eu0.15210688591983554
vi0.13883089770354906
be0.0782122905027933
uk0.07094594594594594
reliabletrue
passestrue
7
name"Melanie"
dialogue"Ich weiß nicht, was Sie von mir wollen! Warum hilft mir denn niemand? Ich möchte einfach nur zurück in mein Wohnheim."
detectedLang"de"
heavyLang"de"
scores
de0.8401875133177072
nl0.583564686285397
pl0.4154325798908807
en0.38016528925619836
da0.2753623188405797
no0.267578125
ro0.22440537745604963
sv0.22118380062305293
is0.20886075949367086
ms0.1891891891891892
yo0.1891891891891892
fi0.1730981256890849
sl0.17035398230088497
it0.1638795986622074
sk0.14187643020594967
cs0.11764705882352942
hr0.11764705882352942
hu0.11137440758293839
tl0.11032028469750889
az0.10071942446043164
fr0.09090909090909091
sq0.08647990255785627
reliabletrue
passestrue
8
name"Hunter"
dialogue"Dammit, this is getting us nowhere. Hold on, let me try... 'Sprechen'... no, forget it."
detectedLang"en"
heavyLang"en"
scores
en0.775736864587783
tl0.5102611940298507
nl0.5093457943925234
de0.4976076555023924
sv0.42244224422442245
pt0.4120940649496081
no0.39999999999999997
da0.3958573072497123
it0.38380281690140844
es0.37425506555423127
sq0.37275985663082434
ca0.37050359712230213
yo0.34045226130653267
hr0.32778489116517284
ms0.32432432432432434
et0.3217054263565891
hu0.31994818652849744
fi0.3
lv0.29245283018867924
fr0.27586206896551724
sl0.26880222841225626
cs0.26264044943820225
is0.24132947976878616
sk0.2402315484804631
pl0.2324561403508772
tr0.1435562805872757
hi0.13793103448275862
ro0.11317567567567569
reliabletrue
passestrue
9
name"Melanie"
dialogue"Bitte, lassen Sie mich einfach in Ruhe. Ich kann Ihnen nicht helfen."
detectedLang"de"
heavyLang"de"
scores
de0.8400852878464818
nl0.5798319327731093
pl0.40867279894875164
sv0.40554821664464996
no0.3679775280898876
it0.33035714285714285
is0.3055555555555556
da0.28457869634340227
en0.256198347107438
sl0.2549668874172185
ro0.2398648648648649
sk0.21602787456445993
et0.20071047957371224
cs0.1818181818181818
tl0.1712707182320442
yo0.16356877323420074
az0.15730337078651685
ms0.14285714285714285
reliabletrue
passestrue
10
name"Hunter"
dialogue"Yeah, Hunter here... What? Another one? Where?... Got it, I’m on my way."
detectedLang"en"
heavyLang"en"
scores
en0.8263179403351042
tl0.618491921005386
sq0.4318181818181818
pl0.38226744186046513
fr0.29867986798679863
hr0.2916666666666667
de0.28087986463620984
cs0.2747440273037543
sk0.2747440273037543
da0.2735042735042735
ca0.27101200686106347
et0.2659758203799654
yo0.2621527777777778
fi0.2608695652173913
es0.1904761904761905
lv0.16829745596868884
hi0.1650294695481336
no0.1550695825049702
sv0.1414141414141414
it0.1290983606557377
nl0.1290983606557377
pt0.1290983606557377
ms0.121900826446281
ro0.121900826446281
sl0.121900826446281
tr0.121900826446281
reliabletrue
passestrue
11
name"Hunter"
dialogue"Duty calls, miss. Don't leave town. I'll be back with someone from the station who can translate whatever it is you're saying."
detectedLang"en"
heavyLang"en"
scores
en0.8195143294683878
tl0.5616365568544102
yo0.4081779053084649
nl0.39604685212298685
no0.3668457405986186
fr0.3488555643251776
de0.3441971383147853
da0.33681672025723475
sv0.3298131600324939
sq0.26861702127659576
tr0.26601423487544484
ms0.24931756141947223
hu0.24726277372262775
lt0.23540315106580167
es0.23184357541899442
ro0.2282507015902713
it0.22607879924953095
ca0.22535211267605632
pt0.21800947867298578
lv0.207492795389049
hr0.19590643274853803
az0.1943359375
pl0.13883089770354906
cs0.12882787750791974
sk0.12882787750791974
sl0.12882787750791974
et0.12513255567338283
is0.10032715376226826
vi0.09638554216867469
fi0.09040793825799338
zh0.08536585365853659
eu0.07511210762331838
reliabletrue
passestrue