Run: 2026-09-03-01M1KRBXBRFCJJV7S029FC4YK6

Run Details

Model:
Gemini 3.7 Flash (Reasoning, Medium)
Test:
Language Writing
Scenario:
Character dialogue (German) in a story
Duration:
8.1s
Cost:
$0.006857
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, ma'am. Detective Hunter, Alborn Police. Mind if I ask you a few questions?" Melanie: "Entschuldigung? Was... was möchten Sie? Polizei?" Hunter: "Yes, police. I'm investigating an incident near the Miller orchard last night. A couple of locals mentioned seeing someone carrying professional camera gear near the perimeter right around the time the girl vanished. That wouldn't happen to be you, would it?" Melanie: "Ich... ich verstehe Sie leider überhaupt nicht. Mein Englisch ist nicht existent. Aber gestern Abend... oh Gott, es war so furchtbar! Da war ein Schatten zwischen den Apfelbäumen." Hunter: "Whoa, hold on. English? Do you speak any English, ma'am?" Melanie: "Nein, kein Englisch! Bitte, hören Sie mir zu! Da war ein Mann... er hat jemanden in die Dunkelheit gezerrt. Ich habe gezittert vor Angst. Ich wollte ein Foto machen, um es zu beweisen, aber..." Hunter: "Look, I don't know a word of German. Just slow down. Did you see something out there? You look terrified." Melanie: "Die Kamera! Sehen Sie doch, der Akku ist leer gegangen! Er hat mich fast bemerkt... Seine Augen waren so kalt. Ich bin nur noch gerannt, zurück in den Ort." Hunter: "Camera? Did you take pictures? Can you show me what’s on the display?" Melanie: "Nein, es geht nicht an! Verstehen Sie doch, der Akku ist tot! Aber das Mädchen... sie schrie nicht einmal. Er hat ihr den Mund zugehalten!" Hunter: "Hey, take a breath. I can see your hands shaking. Just sit tight, okay? Don't move. I'm going to call dispatch and see if anyone in the county speaks German." Melanie: "Gehen Sie zu den alten Scheunen am Rand der Plantage! Bitte! Sie müssen ihr helfen, bevor es zu spät ist!" Hunter: "Damn it, I wish I knew what you were trying to tell me. Orchard? Scheunen? What does that even—" *Hunter's phone buzzes loudly on the table. He pulls it from his pocket and answers immediately.* Hunter: "Hunter here. ... What? Another report near the north ridge? Footprints found by the storage shed? Understood, I’m three minutes out." Hunter: "Look, ma'am, I have to go—an urgent lead just came in. Stay right here in this cafe. Don't leave. *Bleiben*, or whatever the word is. I will be right back for that camera." Melanie: "Warten Sie! Gehen Sie nicht weg! Bitte... Sie müssen die Polizei dorthin schicken! Jemand ist in Lebensgefahr!"
created_at"2026-09-03T13:47:07.52Z" 9/3/2026, 1:47:07 PM
model"google/gemini-3.7-flash-20260813"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency1660
moderation_latency(null)
generation_time8016
tokens_prompt306
tokens_completion1011
native_tokens_prompt288
native_tokens_completion1771
native_tokens_completion_images0
native_tokens_reasoning1151
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"
usage0.00685725
router(null)
user_agent"langchainjs-openai/1.0.0 ((node/v24.19.0; linux; x64))"
http_referer(null)
request_id"req-1788443227-qPDjADBHBbEtPjk6MecE"
session_id(null)
preset_id(null)
api_type"completions"
id"gen-1788443227-VHH6e68YiMhHlEiSAsVY"
upstream_id"W3qZatjkJ-HVjMcPtuiNoAs"
provider_responses
0
endpoint_id"dd072012-3274-417d-97e3-e290cba37e31"
id"W3qZatjkJ-HVjMcPtuiNoAs"
is_byokfalse
latency1659
model_permaslug"google/gemini-3.7-flash-20260813"
provider_name"Google AI Studio"
status200
total_cost0.00685725
cache_discount(null)
upstream_inference_cost0
provider_name"Google AI Studio"
response_cache_source_id(null)
data_region"global"
workspace_id"97e315e5-d303-487d-83c1-83180e8a13d4"

Evaluation details

Result Evaluator Details Meta Data
100.00% Parse dialogue n/a
dialogue
0
name"Hunter"
dialogue"Excuse me, ma'am. Detective Hunter, Alborn Police. Mind if I ask you a few questions?"
detectedLang"en"
heavyLang"en"
scores
en0.7601918465227818
fr0.6209728363866076
it0.6131528046421664
tl0.5686556434219986
ca0.5478522984174831
ro0.5440729483282675
pt0.5402298850574713
sq0.494949494949495
cs0.48674080410607357
es0.4840928632846088
no0.4796183868169991
sv0.46761313220940554
hr0.44751381215469616
nl0.4470046082949309
da0.43767572633552015
sl0.4371482176360225
et0.39879759519038077
hu0.39148073022312374
sk0.3743482794577685
de0.34711643090315564
pl0.34711643090315564
ms0.32432432432432434
tr0.31662870159453305
lt0.27884615384615385
fi0.27007299270072993
lv0.27007299270072993
az0.25742574257425743
yo0.2555831265508685
eu0.21465968586387435
is0.18699186991869918
vi0.18144611186903137
be0.1044776119402985
uk0.09502262443438914
reliabletrue
passestrue
1
name"Melanie"
dialogue"Entschuldigung? Was... was möchten Sie? Polizei?"
detectedLang"de"
heavyLang"de"
scores
de0.8261877172653534
nl0.6923076923076923
en0.441340782122905
pl0.39999999999999997
ms0.39271255060728744
ro0.3877551020408163
sq0.3464052287581699
tr0.33184855233853006
eu0.23857868020304565
cs0.23273657289002556
sl0.23273657289002556
da0.23076923076923078
et0.22879177377892032
lv0.22879177377892032
no0.22879177377892032
sv0.22879177377892032
hr0.22680412371134018
lt0.2248062015503876
yo0.2248062015503876
it0.2227979274611399
sk0.2227979274611399
fi0.21875
fr0.21465968586387435
az0.2
es0.2
hu0.2
tl0.2
ca0.1935483870967742
pt0.1891891891891892
reliabletrue
passestrue
2
name"Hunter"
dialogue"Yes, police. I'm investigating an incident near the Miller orchard last night. A couple of locals mentioned seeing someone carrying professional camera gear near the perimeter right around the time the girl vanished. That wouldn't happen to be you, would it?"
detectedLang"en"
heavyLang"en"
scores
en0.7948271574235265
tl0.6363235618249944
fr0.5777891504605936
nl0.5238095238095238
no0.512987012987013
ca0.5100950118764845
da0.506578947368421
ro0.5010583610523133
de0.49417535254445133
it0.48868918500154945
pt0.4786729857819905
es0.46619217081850534
sv0.4435075885328837
hr0.37570942111237227
ms0.35697583787996884
cs0.35319482555860443
et0.35319482555860443
sq0.35217903415783275
yo0.3511600471883602
sk0.34653465346534656
sl0.3130724396336387
az0.3099121706398996
hu0.30584770719394194
lt0.29757343550446996
tr0.2763157894736842
lv0.2737676056338028
fi0.22425952045133993
pl0.21837991473235432
is0.19117647058823528
eu0.1397288842544317
vi0.09786768726079825
reliabletrue
passestrue
3
name"Melanie"
dialogue"Ich... ich verstehe Sie leider überhaupt nicht. Mein Englisch ist nicht existent. Aber gestern Abend... oh Gott, es war so furchtbar! Da war ein Schatten zwischen den Apfelbäumen."
detectedLang"de"
heavyLang"de"
scores
de0.8074669345387578
nl0.5819701926572155
no0.47416552354823965
sv0.4583137070183702
en0.433218334154756
da0.38601174586225306
es0.33983926521239954
ro0.3360277136258661
ca0.3105515587529976
fr0.2896849907350216
pt0.2753623188405797
is0.2647058823529412
it0.2642354446577095
sk0.250814332247557
lt0.23230974632843793
cs0.22663080026899796
tr0.22611036339165547
tl0.20525224602626124
pl0.20138888888888887
sl0.19241573033707865
eu0.17739628040057226
ms0.17739628040057226
az0.16907514450867053
yo0.14877868245743894
hr0.1417910447761194
hu0.1314199395770393
vi0.12347560975609757
lv0.09448818897637795
et0.08439490445859872
fi0.08439490445859872
hi0.08439490445859872
sq0.04880066170388751
reliabletrue
passestrue
4
name"Hunter"
dialogue"Whoa, hold on. English? Do you speak any English, ma'am?"
detectedLang"en"
heavyLang"en"
scores
en0.7771173848439822
cs0.48805460750853247
hr0.4827586206896552
tl0.46619217081850534
ca0.4360902255639098
pl0.4307400379506641
sk0.40828402366863903
da0.38016528925619836
pt0.34210526315789475
et0.33920704845814975
yo0.33774834437086093
fi0.3333333333333333
sl0.2857142857142857
sq0.2805755395683453
vi0.27007299270072993
fr0.2665036674816626
hi0.21875
no0.21465968586387435
de0.1935483870967742
ms0.1935483870967742
ro0.1935483870967742
sv0.1935483870967742
reliabletrue
passestrue
5
name"Melanie"
dialogue"Nein, kein Englisch! Bitte, hören Sie mir zu! Da war ein Mann... er hat jemanden in die Dunkelheit gezerrt. Ich habe gezittert vor Angst. Ich wollte ein Foto machen, um es zu beweisen, aber..."
detectedLang"de"
heavyLang"de"
scores
de0.8209114464258498
nl0.6014246947082768
no0.5404771216269065
da0.4499063670411985
sv0.3952650540401441
is0.35404068169323805
en0.33578292820802713
tr0.28917120387174833
ro0.28701456310679613
pl0.2710918114143921
pt0.26054122089364373
it0.2506377551020408
fi0.232527759634226
sl0.2315238718116416
es0.229002624671916
hr0.229002624671916
yo0.2239101717305152
hu0.2001361470388019
az0.19077134986225894
ca0.19077134986225894
et0.17659425367904694
ms0.16666666666666666
tl0.16429587482219063
sk0.14483260553129548
lv0.13475699558173784
fr0.12247946228528753
eu0.09545804464973057
lt0.07187993680884676
sq0.06374501992031872
vi0.050888529886914384
cs0.04781199351701783
reliabletrue
passestrue
6
name"Hunter"
dialogue"Look, I don't know a word of German. Just slow down. Did you see something out there? You look terrified."
detectedLang"en"
heavyLang"en"
scores
en0.8228458049886621
tl0.5247148288973384
ca0.4507908611599297
ro0.4281793229643184
de0.4271310724106325
et0.4244935543278085
sv0.410933081998115
sq0.4041944709246902
it0.3914313534566699
no0.37311935807422264
es0.358974358974359
nl0.3530020703933748
yo0.3379237288135593
cs0.33510638297872336
pl0.3169398907103825
pt0.3169398907103825
hu0.31394072447859495
da0.3047830923248054
fr0.30167597765363136
az0.2985409652076319
hr0.2865296803652968
is0.2664319248826291
tr0.2577197149643705
ms0.25239234449760767
sk0.24425634824667475
lt0.1883116883116883
lv0.17546174142480211
vi0.17546174142480211
fi0.16331994645247658
sl0.12587412587412586
be0.10071942446043164
eu0.10071942446043164
uk0.09156976744186046
reliabletrue
passestrue
7
name"Melanie"
dialogue"Die Kamera! Sehen Sie doch, der Akku ist leer gegangen! Er hat mich fast bemerkt... Seine Augen waren so kalt. Ich bin nur noch gerannt, zurück in den Ort."
detectedLang"de"
heavyLang"de"
scores
de0.8183342649524874
nl0.6222394420767144
no0.6046228710462287
da0.4897959183673469
sv0.4619205298013245
eu0.336283185840708
ms0.33264887063655035
en0.30007178750897345
tr0.29704397981254504
sl0.2772424017790956
is0.25287356321839083
tl0.25
pl0.24183514774494555
yo0.2364917776037588
sk0.23469387755102045
fr0.20408163265306126
it0.18341708542713567
ro0.17998317914213624
es0.17302798982188297
ca0.17162276975361088
cs0.14921465968586387
et0.14623467600700527
fi0.14323374340949035
hi0.09805735430157261
pt0.0947075208913649
vi0.09217877094972066
lt0.08622305529522024
hu0.08278457196613359
az0.07932011331444759
hr0.07319391634980989
reliabletrue
passestrue
8
name"Hunter"
dialogue"Camera? Did you take pictures? Can you show me what’s on the display?"
detectedLang"en"
heavyLang"en"
scores
en0.8098055790363482
tl0.632952691680261
fr0.5886654478976234
ca0.5445344129554657
nl0.5222929936305732
it0.49095022624434387
ro0.4742990654205608
et0.4353826850690088
de0.4102228047182176
es0.39759036144578314
sq0.39597315436241615
pt0.3706293706293706
no0.3644067796610169
ms0.34210526315789475
sv0.3401759530791789
fi0.3333333333333333
cs0.33035714285714285
yo0.2879746835443038
sl0.2694805194805195
da0.25
sk0.24242424242424243
hr0.16356877323420074
hi0.15730337078651685
pl0.15730337078651685
lv0.15572232645403375
az0.14611005692599618
tr0.14611005692599618
reliabletrue
passestrue
9
name"Melanie"
dialogue"Nein, es geht nicht an! Verstehen Sie doch, der Akku ist tot! Aber das Mädchen... sie schrie nicht einmal. Er hat ihr den Mund zugehalten!"
detectedLang"de"
heavyLang"de"
scores
de0.8289867464728516
nl0.5098039215686274
no0.4186046511627907
da0.4117647058823529
sv0.32829554995801846
eu0.300087489063867
is0.2945326278659612
ca0.293909973521624
ro0.2516370439663237
hu0.24670433145009416
tr0.23298178331735378
pt0.22254616132167152
sq0.2102665350444225
es0.2079207920792079
cs0.19517102615694165
en0.1935483870967742
lt0.17355371900826447
fr0.15164369034994699
lv0.13043478260869565
pl0.12280701754385964
vi0.11991199119911991
hi0.11699779249448124
yo0.10514541387024609
fi0.0990990990990991
ms0.09090909090909091
it0.08256880733944955
az0.06868451688009314
reliabletrue
passestrue
10
name"Hunter"
dialogue"Hey, take a breath. I can see your hands shaking. Just sit tight, okay? Don't move. I'm going to call dispatch and see if anyone in the county speaks German."
detectedLang"en"
heavyLang"en"
scores
en0.8071858540255832
tl0.6547659144493095
no0.5012165450121654
sv0.49407699901283314
da0.4315030504714365
de0.4264129826524902
yo0.4095622119815668
ro0.4040697674418605
fr0.3981209630064592
nl0.39492325855962224
it0.385122975404919
ca0.3700061462814997
et0.3437900128040973
pl0.3387096774193548
sl0.3017711171662125
cs0.29890560875512995
sq0.2921270718232044
sk0.2822128851540617
is0.2771509167842031
hr0.2636494252873563
az0.2620590352771779
ms0.2620590352771779
pt0.23278443113772454
es0.22524565381708242
tr0.22289613343442002
lv0.19921875
lt0.19544740973312402
hu0.17868589743589747
eu0.15149006622516556
vi0.11485319516407601
be0.0639269406392694
fi0.057904411764705885
uk0.057904411764705885
reliabletrue
passestrue
11
name"Melanie"
dialogue"Gehen Sie zu den alten Scheunen am Rand der Plantage! Bitte! Sie müssen ihr helfen, bevor es zu spät ist!"
detectedLang"de"
heavyLang"de"
scores
de0.8110010427528676
nl0.6046892039258451
da0.52365308804205
no0.5091401489505755
sv0.4641537324464154
ro0.37607573149741824
en0.36179577464788737
eu0.35555555555555557
fr0.3062200956937799
tr0.30422264875239924
ca0.28217821782178215
es0.279324055666004
tl0.23684210526315788
it0.23117709437963943
sk0.21281216069489683
hi0.210239651416122
az0.20678336980306347
pl0.20066152149944874
et0.19175027870680048
lt0.18355855855855857
fi0.1826381059751973
cs0.17425968109339407
pt0.1637831603229527
yo0.15893271461716937
lv0.14201183431952663
sl0.13997627520759193
hu0.12333736396614269
hr0.0903387703889586
sq0.0845959595959596
ms0.07525510204081631
reliabletrue
passestrue
12
name"Hunter"
dialogue"Damn it, I wish I knew what you were trying to tell me. Orchard? Scheunen? What does that even—"
detectedLang"en"
heavyLang"en"
scores
en0.8015873015873016
tl0.5668316831683169
no0.49226305609284327
nl0.4626407369498465
sq0.4120940649496081
da0.38739789964994165
cs0.37425506555423127
yo0.36363636363636365
it0.34701492537313433
lv0.34045226130653267
pl0.3320610687022901
hr0.3269230769230769
de0.31729518855656696
sv0.29624664879356566
sl0.284741144414169
sk0.279835390946502
lt0.24132947976878616
fr0.2402315484804631
ro0.2391304347826087
et0.23133235724743775
fi0.22106824925816024
ca0.2081447963800905
es0.16267942583732056
eu0.1449511400651466
pt0.1435562805872757
ms0.13793103448275862
be0.11764705882352942
tr0.11764705882352942
hu0.11317567567567569
az0.10714285714285714
is0.10714285714285714
uk0.10714285714285714
vi0.10714285714285714
reliabletrue
passestrue
13
name"Hunter"
dialogue"Hunter here. ... What? Another report near the north ridge? Footprints found by the storage shed? Understood, I’m three minutes out."
detectedLang"en"
heavyLang"en"
scores
en0.8078266946191475
tl0.6846330275229358
da0.5048019207683073
fr0.4708146247594612
no0.4611365120836055
sv0.45291777188328913
nl0.38016528925619836
de0.3711890243902439
sk0.3426294820717132
cs0.3378812199036918
it0.30846605196982396
sq0.3032094594594595
ro0.2930591259640103
es0.28879310344827586
pl0.28323197219808866
sl0.2580935251798561
pt0.2560865644724977
ca0.25474254742547425
ms0.23892988929889297
et0.19668938656280427
hr0.19275929549902154
yo0.11480686695278969
fi0.0802675585284281
hu0.07511210762331838
lt0.07094594594594594
tr0.0667420814479638
reliabletrue
passestrue
14
name"Hunter"
dialogue"Look, ma'am, I have to go—an urgent lead just came in. Stay right here in this cafe. Don't leave. Bleiben, or whatever the word is. I will be right back for that camera."
detectedLang"en"
heavyLang"en"
scores
en0.809233117130866
tl0.591002044989775
yo0.47201689545934533
da0.44227551589514774
de0.43214082907438955
no0.42660550458715596
ro0.3939393939393939
nl0.38949938949938945
sv0.3730407523510972
fr0.35442220787604906
ca0.323867478025693
pl0.31176875430144524
hu0.30167597765363136
it0.29577464788732394
sq0.2378048780487805
ms0.23371647509578544
lt0.21813917122752147
sl0.21568627450980393
es0.20318725099601595
hr0.20318725099601595
cs0.19093851132686085
sk0.16943521594684383
lv0.15611814345991562
vi0.14675767918088736
et0.14163090128755365
pt0.13644214162348878
is0.1341991341991342
az0.1281604184829991
tr0.12357581069237511
eu0.09420289855072464
be0.06542056074766354
uk0.059266227657572904
reliabletrue
passestrue
15
name"Melanie"
dialogue"Warten Sie! Gehen Sie nicht weg! Bitte... Sie müssen die Polizei dorthin schicken! Jemand ist in Lebensgefahr!"
detectedLang"de"
heavyLang"de"
scores
de0.8214741137464934
nl0.6446700507614213
da0.4444444444444444
sv0.42386831275720166
ro0.42244224422442245
en0.3918331885317115
it0.3607305936073059
pl0.3560257589696412
no0.3445692883895131
tr0.32038834951456313
ms0.3157380254154448
eu0.2950654582074521
az0.2864424057084608
yo0.2738589211618257
fi0.2677824267782427
sl0.25925925925925924
et0.22394678492239467
sk0.22048997772828507
cs0.2143658810325477
sq0.20634920634920634
tl0.1935483870967742
fr0.18319719953325553
es0.17159763313609466
ca0.16864608076009502
hi0.1315136476426799
lv0.11280101394169835
hr0.1116751269035533
lt0.11054637865311309
hu0.0967741935483871
pt0.09090909090909091
reliabletrue
passestrue