Run: 2026-07-25-01KYCSD4ST4PM0Q440RSJM5BAH

Run Details

Model:
Gemini 3.6 Flash (Reasoning, Minimal)
Test:
Language Writing
Scenario:
Character dialogue (German) in a story
Duration:
5.5s
Cost:
$0.004572
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: "Sorgfältig belichtet... aber die Stimmung stimmt einfach nicht." Hunter: "Excuse me, miss. Mind if I intrude for a second? I’m Detective Hunter. I'm looking into the disappearance over at the Miller orchard last night. Word is you were taking pictures near the treeline around dusk." Melanie: "Entschuldigen Sie? Ich... ich verstehe Sie nicht. Mein Englisch ist wirklich nicht gut. Sprechen Sie vielleicht Deutsch?" Hunter: "Uh... Deutsch? No, sorry, lady. No speaky whatever that is. Look, I just need to know what you saw. Did you see anyone strange near the festival grounds? A tall guy, wearing a blue jacket?" Melanie: "Es war so unheimlich... Das Licht war fast weg, und plötzlich war da dieser Schatten zwischen den Apfelbäumen. Ich wollte nur die Landschaft fotografieren, aber dann... da war ein lautes Geräusch. Und danach war der Mann einfach verschwunden! Ich habe solche Angst bekommen." Hunter: "Right. You're... gesturing at the woods. And you look like you've seen a ghost. Was there someone out there? Blue jacket? Big guy?" Melanie: "Ich habe versucht, ein Foto zu machen, sehen Sie? Aber es ist alles verschwommen! Ich kenne mich hier doch gar nicht aus, ich bin nur für das Auslandssemester hier... Was ist bloß in dieser Stadt los?" Hunter: "Okay, hold on, slow down. You're showing me the camera screen... That's a lot of blur. Is that... a boot print in the mud? Or a deer?" Melanie: "Nein, nein, nicht das Reh! Da, im Hintergrund! Sehen Sie nicht die Person? Ich wollte zur Polizei gehen, aber ich wusste nicht, wie ich es erklären soll. Ich fühle mich hier überhaupt nicht mehr sicher." Hunter: "Man, this is like talking to a brick wall. A terrified, camera-wielding brick wall. Look, just stay right here, okay? Don't move. I'm gonna see if anyone at the station speaks..." Hunter: "Hunter here... What? You found his truck down by the creek? On my way." Hunter: "Duty calls, miss. Something came up. Keep your doors locked tonight, alright? Whatever you saw out there, it's got you shaken up, and I don't like it. Stay safe." Melanie: "Warten Sie! Gehen Sie nicht! Was haben Sie gesagt? Was ist passiert?"
created_at"2026-07-25T14:03:30.189Z" 7/25/2026, 2:03:30 PM
model"google/gemini-3.6-flash-20260721"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency509
moderation_latency(null)
generation_time4403
tokens_prompt306
tokens_completion549
native_tokens_prompt288
native_tokens_completion552
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"
usage0.004572
router(null)
provider_responses
0
endpoint_id"5d6d133d-a953-4781-a835-7ee76f4e1388"
id"M8JkauKNBuWOjrEP5Lzk0Qk"
is_byokfalse
latency505
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-1784988210-b6h5tS2BM66JTpIVSgHk"
session_id(null)
preset_id(null)
api_type"completions"
id"gen-1784988210-id6sEh7E8zJdOCT4cbRF"
upstream_id"M8JkauKNBuWOjrEP5Lzk0Qk"
total_cost0.004572
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"Sorgfältig belichtet... aber die Stimmung stimmt einfach nicht."
detectedLang"de"
heavyLang"de"
scores
de0.8244527054935977
nl0.4982290436835891
tr0.32216905901116427
ms0.2328519855595668
is0.22018348623853207
sq0.22018348623853207
cs0.1904761904761905
en0.18893129770992365
yo0.17153996101364524
ca0.1550695825049702
it0.1550695825049702
ro0.1550695825049702
reliabletrue
passestrue
1
name"Hunter"
dialogue"Excuse me, miss. Mind if I intrude for a second? I’m Detective Hunter. I'm looking into the disappearance over at the Miller orchard last night. Word is you were taking pictures near the treeline around dusk."
detectedLang"en"
heavyLang"en"
scores
en0.7965919557875345
tl0.6565578019699326
no0.5727184779103516
fr0.5500848896434635
nl0.5389700765483646
da0.526616648803144
it0.43400256300726187
et0.42789291882556135
ro0.4147526501766784
ca0.4121561668145519
sv0.3974533879035926
de0.3933150183150183
pt0.3773496240601504
sq0.3501716527709662
es0.32155657962109574
tr0.3152454780361757
yo0.29931253305129557
hu0.29483767961681745
cs0.279107725788901
ms0.27871529667936856
sl0.27277716794731066
hr0.24758659852356618
sk0.2296511627906977
is0.22695449241540255
fi0.21551213735938426
pl0.20276774969915762
az0.14350355526826117
lv0.14016872160934457
lt0.09863945578231294
vi0.09122085048010975
be0.05017921146953405
eu0.05017921146953405
uk0.045389048991354465
ja0.04263005780346821
reliabletrue
passestrue
2
name"Melanie"
dialogue"Entschuldigen Sie? Ich... ich verstehe Sie nicht. Mein Englisch ist wirklich nicht gut. Sprechen Sie vielleicht Deutsch?"
detectedLang"de"
heavyLang"de"
scores
de0.8382458662832495
nl0.563953488372093
sv0.34210526315789475
no0.3209255533199195
fi0.2647058823529412
pl0.2516629711751663
en0.24581005586592178
da0.24496644295302009
sk0.22235023041474655
lt0.1983372921615202
ca0.1906474820143885
hr0.18082524271844658
it0.17279411764705882
es0.17076167076167076
is0.16769420468557336
ro0.16253101736972705
sl0.14012738853503184
hi0.1357234314980794
cs0.12903225806451613
tr0.1222366710013004
hu0.09638554216867469
ms0.09638554216867469
fr0.08536585365853659
pt0.08536585365853659
az0.08038147138964578
sq0.08038147138964578
reliabletrue
passestrue
3
name"Hunter"
dialogue"Uh... Deutsch? No, sorry, lady. No speaky whatever that is. Look, I just need to know what you saw. Did you see anyone strange near the festival grounds? A tall guy, wearing a blue jacket?"
detectedLang"en"
heavyLang"en"
scores
en0.7901964524127408
tl0.643551523007129
no0.5002271694684235
da0.4734322642412638
sv0.4698795180722892
nl0.4416243654822335
ca0.4186046511627907
hr0.40796555435952636
et0.3949394939493949
cs0.394273127753304
fr0.39058171745152354
it0.3892282065519156
de0.3760635280771412
pt0.37178754997144486
sk0.36452917388792605
pl0.3460166468489893
ms0.34328358208955223
yo0.3413173652694611
lv0.32056825200741196
sl0.3064312736443884
sq0.3006993006993007
es0.2912371134020619
hu0.28756476683937826
lt0.28664072632944226
ro0.27726675427069647
az0.2198581560283688
is0.2125984251968504
tr0.2109038737446198
vi0.10786699107866991
fi0.10277324632952692
be0.05982905982905983
eu0.05982905982905983
uk0.05417024935511608
reliabletrue
passestrue
4
name"Melanie"
dialogue"Es war so unheimlich... Das Licht war fast weg, und plötzlich war da dieser Schatten zwischen den Apfelbäumen. Ich wollte nur die Landschaft fotografieren, aber dann... da war ein lautes Geräusch. Und danach war der Mann einfach verschwunden! Ich habe solche Angst bekommen."
detectedLang"de"
heavyLang"de"
scores
de0.8194155630951078
nl0.5558546433378196
no0.5115452930728241
da0.47250639386189264
sv0.43123061013443637
en0.31335830212234705
is0.2841648590021692
es0.27726675427069647
tr0.27568042142230026
ca0.2630638677981242
it0.23787528868360275
sl0.23220102373196835
pt0.22425952045133993
eu0.20977011494252876
pl0.20481927710843376
ro0.19747081712062256
hr0.1831683168316832
sk0.1791044776119403
ms0.16115912557193696
az0.15427985648385442
lt0.15123456790123457
yo0.14904589994842704
hu0.1441908713692946
sq0.1424116424116424
lv0.12790697674418602
cs0.12140575079872205
fr0.12140575079872205
tl0.11811865312667023
fi0.11099137931034482
et0.10714285714285714
vi0.08940397350993379
reliabletrue
passestrue
5
name"Hunter"
dialogue"Right. You're... gesturing at the woods. And you look like you've seen a ghost. Was there someone out there? Blue jacket? Big guy?"
detectedLang"en"
heavyLang"en"
scores
en0.8121667474551624
tl0.648844585410059
no0.4515215852795471
de0.44324712643678155
da0.4015444015444015
nl0.3921568627450981
yo0.3854084060269627
sv0.32842287694974004
fr0.31049822064056937
pt0.2850553505535055
ro0.28439519852262235
sq0.2824074074074074
es0.27230046948356806
ms0.23115079365079366
is0.23038728897715988
ca0.2226680040120361
it0.21399594320486817
cs0.2131979695431472
hu0.16756176154672395
sk0.143646408839779
hr0.1262683201803833
pl0.11931818181818182
sl0.10404624277456648
lt0.09568261376896149
tr0.0903755868544601
az0.08284023668639054
eu0.08284023668639054
lv0.08284023668639054
vi0.08284023668639054
et0.07517899761336516
fi0.07517899761336516
reliabletrue
passestrue
6
name"Melanie"
dialogue"Ich habe versucht, ein Foto zu machen, sehen Sie? Aber es ist alles verschwommen! Ich kenne mich hier doch gar nicht aus, ich bin nur für das Auslandssemester hier... Was ist bloß in dieser Stadt los?"
detectedLang"de"
heavyLang"de"
scores
de0.8236331569664903
nl0.5570321151716501
no0.4355597365945437
da0.39879759519038077
sv0.3871297242083759
fr0.38650306748466257
it0.37073938122705824
en0.3541442411194833
es0.3460490463215259
pl0.29947460595446584
ca0.2978349912229374
ro0.27448609431680776
pt0.2601726263871763
tr0.25925925925925924
hu0.24812030075187969
ms0.245757385292269
et0.24194567277321544
sl0.23224568138195778
is0.2248062015503876
sk0.22128487994808568
tl0.2026578073089701
sq0.1678224687933426
fi0.16083916083916083
az0.1465149359886202
hr0.13232104121475055
lv0.13232104121475055
yo0.1272727272727273
lt0.12280701754385964
cs0.11699779249448124
eu0.08745247148288975
hi0.08116385911179173
reliabletrue
passestrue
7
name"Hunter"
dialogue"Okay, hold on, slow down. You're showing me the camera screen... That's a lot of blur. Is that... a boot print in the mud? Or a deer?"
detectedLang"en"
heavyLang"en"
scores
en0.7894441325098259
tl0.6330724070450099
nl0.569213095921884
yo0.4533527696793003
fr0.4529540481400437
it0.4360902255639098
ro0.40898345153664306
ca0.39320388349514557
no0.39222042139384117
es0.3902439024390244
sq0.38271604938271603
hu0.37027707808564225
ms0.36494496189669773
de0.36332767402376914
sl0.34725848563968675
sv0.3415276558384548
fi0.3315508021390375
da0.3049119555143651
et0.2937853107344633
pt0.2877492877492877
sk0.2682926829268293
pl0.2668621700879765
cs0.2618110236220473
hr0.2566897918731417
is0.25447316103379725
lt0.22839506172839508
az0.22440537745604963
lv0.14675767918088736
hi0.10071942446043164
tr0.09310761789600969
eu0.08536585365853659
vi0.08536585365853659
reliabletrue
passestrue
8
name"Melanie"
dialogue"Nein, nein, nicht das Reh! Da, im Hintergrund! Sehen Sie nicht die Person? Ich wollte zur Polizei gehen, aber ich wusste nicht, wie ich es erklären soll. Ich fühle mich hier überhaupt nicht mehr sicher."
detectedLang"de"
heavyLang"de"
scores
de0.830388135058378
nl0.4878513577894235
da0.40836543753439736
sv0.3987695749440716
pl0.36315165876777256
no0.35006045949214026
pt0.31746031746031744
es0.25759668508287287
sk0.2565698478561549
hr0.25450762829403606
it0.2477256822953114
fr0.24561403508771934
tl0.24455375966268447
ro0.240819209039548
eu0.23650568181818182
en0.2359630419331912
ca0.22326589595375723
fi0.20897718910963944
lv0.20897718910963944
ms0.1935483870967742
cs0.18867924528301885
lt0.18867924528301885
az0.18250950570342206
hu0.18250950570342206
tr0.18250950570342206
sq0.17624521072796934
sl0.16602017067494182
yo0.13166397415185782
et0.12101390024529844
is0.11083540115798181
vi0.05536028119507908
reliabletrue
passestrue
9
name"Hunter"
dialogue"Man, this is like talking to a brick wall. A terrified, camera-wielding brick wall. Look, just stay right here, okay? Don't move. I'm gonna see if anyone at the station speaks..."
detectedLang"en"
heavyLang"en"
scores
en0.8043599776411403
tl0.6195652173913043
no0.5318769505127062
nl0.5104895104895105
da0.47839046199701935
sv0.45226917057902977
fr0.4496855345911949
et0.40543601359003395
yo0.40442427680090753
de0.38632378725891287
it0.34701492537313433
pl0.3286445012787723
ro0.3009320905459388
ca0.2723492723492723
sk0.2723492723492723
is0.2698191933240611
sq0.2693110647181628
ms0.26264044943820225
hu0.26212227687983136
lv0.25690021231422505
lt0.2526690391459075
cs0.2369186046511628
fi0.23301680058436813
es0.2227979274611399
hr0.21700223713646533
pt0.21230307576894225
sl0.20694864048338368
az0.15730337078651685
tr0.11467116357504216
zh0.06832298136645963
eu0.0625
vi0.0625
reliabletrue
passestrue
10
name"Hunter"
dialogue"Hunter here... What? You found his truck down by the creek? On my way."
detectedLang"en"
heavyLang"en"
scores
en0.8332715820674323
tl0.6370967741935484
cs0.45121951219512196
sk0.39759036144578314
pl0.3951612903225807
fr0.3653032440056418
nl0.35437589670014347
da0.35344827586206895
sq0.34497816593886466
ca0.3440233236151603
de0.2879746835443038
yo0.2879746835443038
no0.27768860353130015
et0.2549668874172185
fi0.25
sv0.2474916387959866
ms0.23339011925042585
es0.199288256227758
hr0.16356877323420074
hi0.15730337078651685
it0.12280701754385964
pt0.12280701754385964
ro0.11591355599214145
sl0.11591355599214145
tr0.11591355599214145
reliabletrue
passestrue
11
name"Hunter"
dialogue"Duty calls, miss. Something came up. Keep your doors locked tonight, alright? Whatever you saw out there, it's got you shaken up, and I don't like it. Stay safe."
detectedLang"en"
heavyLang"en"
scores
en0.8099239695878351
tl0.5548266166822867
no0.3581081081081081
de0.35767410412440837
nl0.30758017492711365
sv0.3030080704328687
yo0.26127527216174184
da0.24302788844621515
sq0.23878205128205127
ms0.2122719734660033
ca0.19217687074829934
cs0.1615180935569285
es0.1532976827094474
pt0.13636363636363635
lv0.13557779799818015
fr0.1332116788321168
hr0.12764003673094582
pl0.1171003717472119
it0.10798122065727699
ro0.08653846153846154
sk0.07045009784735812
be0.06862745098039216
tr0.06862745098039216
hu0.06588003933136675
az0.06219151036525173
et0.06219151036525173
is0.06219151036525173
lt0.06219151036525173
uk0.06219151036525173
vi0.06219151036525173
reliabletrue
passestrue
12
name"Melanie"
dialogue"Warten Sie! Gehen Sie nicht! Was haben Sie gesagt? Was ist passiert?"
detectedLang"de"
heavyLang"de"
scores
de0.8402555910543131
nl0.5776135163674763
no0.4673768308921438
ca0.3930197268588771
tr0.39209726443769
es0.38176197836166925
en0.3670886075949367
pl0.34959349593495936
eu0.332220367278798
it0.332220367278798
da0.30313588850174217
fi0.3006993006993007
sv0.2945326278659612
is0.26335174953959484
ms0.26335174953959484
hi0.20948616600790515
pt0.20634920634920634
cs0.2
fr0.19678714859437751
yo0.17864476386036962
et0.13978494623655913
reliabletrue
passestrue