Run: 2026-09-03-01M1KRW3G398RYH03NK6K8H139

Run Details

Model:
Gemini 3.7 Flash (Reasoning, Medium)
Test:
Language Writing
Scenario:
Character dialogue (German) in a story
Duration:
8.3s
Cost:
$0.006190
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 Sheriff's Department. Mind if I ask you a few questions? We're looking into an incident out near the old orchard by Miller's Creek yesterday evening." Melanie: "Entschuldigung? Ich... ich verstehe Sie nicht. Sprechen Sie Deutsch?" Hunter: "German? Great. Look, miss, I just need a minute. Did you see anything unusual out past the tree line around dusk? A vehicle, maybe someone on foot?" Melanie: "Es war... es war so schrecklich. Ich wollte nur die Landschaft bei Sonnenuntergang fotografieren, für mein Projekt. Aber da war jemand im Wald. Ein Mann... er hat jemanden gezogen!" Hunter: "Slow down. I don't speak a lick of German. Wald? You mean the woods? Did you see someone out there?" Melanie: "Hier, sehen Sie doch! Ich habe versucht, Fotos zu machen, aber es war so dunkel und meine Hände haben so gezittert. Schauen Sie auf das Display!" Hunter: "Let me see that camera. Hold it still... That’s just a blur of pine branches. Wait. Is that... a red jacket on the ground?" Melanie: "Ich habe solche Angst bekommen und bin einfach nur weggerannt! Sind Sie die Polizei? Verstehen Sie mich denn nicht? Jemand ist in großer Gefahr!" Hunter: "Ma'am, take an easy breath. I can tell you're shaken up, but I can't understand a single word you're saying. I need you to stay put while I get someone down here from dispatch who can translate—" Melanie: "Bitte, gehen Sie nicht weg! Was ist, wenn dieser Mann mich gesehen hat? Er hatte eine Schaufel!" Hunter: "Just keep pointing at the camera. Red jacket... orchard trail... Dammit, I need a translator right now." *(Hunter’s phone rings sharply with a loud, demanding chime. He pulls it from his belt and answers.)* Hunter: "Hunter. Go... What? Where?... The south ridge near the old festival grounds? Don't touch anything, secure the perimeter. I'm three minutes out." *(Hunter lowers the phone and looks intently at Melanie, gesturing firmly with his hands.)* Hunter: "I have to go. Emergency. You—stay right here at this table. Don't leave this cafe. Do not go back into the woods. Stay. I'll be back for that camera." Melanie: "Warten Sie! Verlassen Sie mich nicht! Was soll ich denn jetzt tun?!" Hunter: "Just stay put, ma'am. Sit. Drink your coffee. I'll be back."
created_at"2026-09-03T13:55:59.529Z" 9/3/2026, 1:55:59 PM
model"google/gemini-3.7-flash-20260813"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency1457
moderation_latency(null)
generation_time6719
tokens_prompt306
tokens_completion874
native_tokens_prompt288
native_tokens_completion1593
native_tokens_completion_images0
native_tokens_reasoning1005
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"
usage0.00618975
router(null)
user_agent"langchainjs-openai/1.0.0 ((node/v24.19.0; linux; x64))"
http_referer(null)
request_id"req-1788443759-YHwFMjoMWXCDlKqOsHkj"
session_id(null)
preset_id(null)
api_type"completions"
id"gen-1788443759-6qG1k4ZEuTIDfuakbHhY"
upstream_id"b3yZaruDLKeY_uMPsseNoQg"
provider_responses
0
endpoint_id"dd072012-3274-417d-97e3-e290cba37e31"
id"b3yZaruDLKeY_uMPsseNoQg"
is_byokfalse
latency1457
model_permaslug"google/gemini-3.7-flash-20260813"
provider_name"Google AI Studio"
status200
total_cost0.00618975
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 Sheriff's Department. Mind if I ask you a few questions? We're looking into an incident out near the old orchard by Miller's Creek yesterday evening."
detectedLang"en"
heavyLang"en"
scores
en0.7767857142857143
tl0.5703373647358371
fr0.5344827586206896
nl0.5047688921496698
no0.4817658349328215
ca0.46
ro0.4503257328990228
it0.4428394552208007
da0.42772361169987283
pt0.424061433447099
de0.42233632862644416
es0.4186046511627907
sq0.409965034965035
sv0.40476190476190477
cs0.3437044239183277
et0.2841993637327678
sk0.28191489361702127
hu0.27884615384615385
az0.269875608436993
pl0.2647058823529412
yo0.25824175824175827
ms0.2504164353137146
hr0.24581005586592178
sl0.24284913067863154
is0.23164484917472966
tr0.21006436512580456
lt0.16820702402957485
vi0.1520100502512563
fi0.1362763915547025
eu0.1141732283464567
lv0.08968307484828052
ja0.06896551724137931
be0.04929577464788732
uk0.0445859872611465
reliabletrue
passestrue
1
name"Melanie"
dialogue"Entschuldigung? Ich... ich verstehe Sie nicht. Sprechen Sie Deutsch?"
detectedLang"de"
heavyLang"de"
scores
de0.8372271160474913
nl0.5473908413205538
pl0.34815950920245403
sk0.3122977346278317
lt0.28209459459459457
sv0.2796610169491525
ca0.2722602739726028
da0.256993006993007
it0.24911660777385158
no0.247787610619469
is0.24242424242424243
en0.236983842010772
ms0.2085661080074488
sl0.20560747663551404
cs0.1904761904761905
hr0.1533864541832669
hu0.1448692152917505
es0.1290983606557377
fr0.1290983606557377
pt0.1290983606557377
az0.121900826446281
ro0.121900826446281
sq0.121900826446281
reliabletrue
passestrue
2
name"Hunter"
dialogue"German? Great. Look, miss, I just need a minute. Did you see anything unusual out past the tree line around dusk? A vehicle, maybe someone on foot?"
detectedLang"en"
heavyLang"en"
scores
en0.8120300751879699
tl0.5557749259624877
et0.5100707675557975
ca0.46871310507674147
ro0.44683466502765823
cs0.37629937629937626
sv0.366643209007741
sq0.3648553281580804
hr0.34782608695652173
it0.34065934065934067
fr0.3357933579335794
ms0.32075471698113206
es0.3202416918429003
yo0.30124223602484473
pl0.29577464788732394
no0.29522317932654657
pt0.28457869634340227
da0.2834394904458599
sk0.281150159744409
nl0.24686192468619247
fi0.24050632911392408
de0.23922231614539302
sl0.2077464788732394
hu0.1985752448797863
tr0.19427036705461057
lt0.18772563176895307
az0.18404351767905713
is0.13294797687861273
lv0.1287512100677638
vi0.1287512100677638
hi0.08536585365853659
be0.07216494845360825
eu0.07216494845360825
uk0.06542056074766354
reliabletrue
passestrue
3
name"Melanie"
dialogue"Es war... es war so schrecklich. Ich wollte nur die Landschaft bei Sonnenuntergang fotografieren, für mein Projekt. Aber da war jemand im Wald. Ein Mann... er hat jemanden gezogen!"
detectedLang"de"
heavyLang"de"
scores
de0.8162393162393163
nl0.6107892831281679
no0.5567010309278351
da0.5400085579803167
en0.4204851752021564
sv0.3676470588235294
sk0.3616389548693587
ca0.358974358974359
tr0.3570574162679426
sl0.3384615384615385
pl0.3372379778051788
is0.3264411027568922
hr0.3221941992433796
es0.3139757498404595
ms0.31001283697047494
et0.29183135704874835
lt0.28902116402116407
tl0.2756064690026954
yo0.25964187327823696
sq0.2440225035161744
ro0.24242424242424243
pt0.23378474697077692
lv0.2304939155332856
eu0.22606191504679624
hu0.2147552958363769
cs0.2118768328445748
fr0.2118768328445748
it0.1787624140565317
az0.13306451612903225
vi0.13096200485044462
reliabletrue
passestrue
4
name"Hunter"
dialogue"Slow down. I don't speak a lick of German. Wald? You mean the woods? Did you see someone out there?"
detectedLang"en"
heavyLang"en"
scores
en0.8134885108922709
tl0.5901639344262295
sq0.40870387890255444
yo0.40532825880114176
no0.3926141885325559
de0.39202334630350194
ro0.3842364532019704
ca0.3641912512716175
nl0.3641912512716175
sv0.35831622176591377
it0.34141201264488935
cs0.33510638297872336
et0.32138979370249726
da0.3161925601750547
es0.3093922651933701
hr0.2865296803652968
pl0.26985981308411217
is0.2664319248826291
hu0.26297169811320753
pt0.2586002372479241
tr0.2577197149643705
ms0.25239234449760767
az0.24516908212560387
sk0.24425634824667475
fr0.2378048780487805
lt0.1883116883116883
lv0.17546174142480211
vi0.17546174142480211
sl0.12587412587412586
be0.10071942446043164
eu0.10071942446043164
fi0.09156976744186046
uk0.09156976744186046
reliabletrue
passestrue
5
name"Melanie"
dialogue"Hier, sehen Sie doch! Ich habe versucht, Fotos zu machen, aber es war so dunkel und meine Hände haben so gezittert. Schauen Sie auf das Display!"
detectedLang"de"
heavyLang"de"
scores
de0.8342590933524457
nl0.5261270491803279
en0.4339045287637699
no0.4186046511627907
es0.4036105738233398
pt0.37160326086956524
ca0.35450104675505933
fr0.3531468531468532
sv0.32873730043541366
sk0.28350116189000774
lt0.2516181229773463
fi0.24489795918367346
pl0.23616845582163504
tr0.22203532380151386
lv0.2154368108566582
it0.19982698961937717
sl0.19072615923009625
da0.1878841088674276
ro0.1878841088674276
sq0.17114695340501793
hu0.1583257506824386
tl0.14981617647058823
et0.14351851851851852
is0.13551401869158877
cs0.1281809613572102
yo0.11988582302568983
az0.1131351869606903
eu0.11057692307692307
vi0.0966796875
hr0.06754032258064516
reliabletrue
passestrue
6
name"Hunter"
dialogue"Let me see that camera. Hold it still... That’s just a blur of pine branches. Wait. Is that... a red jacket on the ground?"
detectedLang"en"
heavyLang"en"
scores
en0.8072970195272353
tl0.6399423907825251
nl0.5274102079395085
fr0.520460358056266
sv0.4695898161244696
da0.46197991391678617
yo0.4485294117647059
it0.4398805078416729
et0.4377811094452773
es0.43095599393019723
sq0.4270435446906035
de0.4235203689469639
no0.4038155802861685
ca0.39903846153846156
sl0.3595217762596072
hr0.35456110154905335
is0.3483927019982624
cs0.33510638297872336
ro0.3218806509945751
hu0.29245283018867924
ms0.28366762177650434
pt0.2795389048991354
fi0.2774566473988439
sk0.26035502958579887
pl0.24849699398797598
lv0.2291880781089414
lt0.22360248447204967
hi0.10071942446043164
tr0.09310761789600969
az0.08536585365853659
eu0.08536585365853659
vi0.08536585365853659
reliabletrue
passestrue
7
name"Melanie"
dialogue"Ich habe solche Angst bekommen und bin einfach nur weggerannt! Sind Sie die Polizei? Verstehen Sie mich denn nicht? Jemand ist in großer Gefahr!"
detectedLang"de"
heavyLang"de"
scores
de0.8325185587543003
nl0.542079207920792
ms0.37836021505376344
sv0.3681693989071039
ro0.33501078360891445
en0.33453237410071945
da0.33019551049963797
it0.3173431734317343
no0.31021625652498136
pl0.3013595166163142
yo0.22203532380151386
tr0.2154368108566582
sl0.2094017094017094
fr0.19213973799126638
az0.19072615923009625
sk0.18502202643171806
eu0.18430335097001763
cs0.17114695340501793
et0.1696588868940754
is0.1681654676258993
fi0.1567912488605287
tl0.1537053979871912
lt0.15059687786960516
hu0.13712686567164178
sq0.13227016885553472
es0.12982126058325494
pt0.12570888468809074
ca0.1240530303030303
hi0.10281280310378274
lv0.08777120315581854
hr0.08687068114511352
reliabletrue
passestrue
8
name"Hunter"
dialogue"Ma'am, take an easy breath. I can tell you're shaken up, but I can't understand a single word you're saying. I need you to stay put while I get someone down here from dispatch who can translate—"
detectedLang"en"
heavyLang"en"
scores
en0.8111236135669507
tl0.5644922164566345
no0.44074250356972866
ro0.39056016597510373
sv0.3792921288959324
da0.366235167206041
de0.3652079956780119
cs0.358974358974359
fr0.34975096845600445
hr0.3490304709141274
sk0.3468593663146193
it0.34467373117679867
ca0.33238636363636365
nl0.3308656036446469
pl0.3043220840734162
es0.29131483715319667
tr0.28046540110226575
sq0.2755856966707768
yo0.2710918114143921
pt0.2530197075651621
sl0.2284963887065003
vi0.21926910299003322
et0.21614409606404267
lv0.21509686038744155
lt0.2119382964453387
is0.20981842636180228
ms0.19465387251542154
az0.18628808864265928
eu0.17019774011299435
hu0.15951359084406294
be0.05622489959839357
fi0.050888529886914384
uk0.050888529886914384
reliabletrue
passestrue
9
name"Melanie"
dialogue"Bitte, gehen Sie nicht weg! Was ist, wenn dieser Mann mich gesehen hat? Er hatte eine Schaufel!"
detectedLang"de"
heavyLang"de"
scores
de0.8420221169036335
nl0.5945945945945946
no0.470432480141218
da0.36238044633368754
tr0.3023255813953488
is0.28994082840236685
en0.2
it0.2
eu0.16083916083916083
et0.1584852734922861
pl0.15730337078651685
hi0.1501416430594901
cs0.14285714285714285
fi0.12790697674418602
hu0.12790697674418602
yo0.12663755458515283
fr0.12280701754385964
sv0.12280701754385964
tl0.11504424778761062
reliabletrue
passestrue
10
name"Hunter"
dialogue"Just keep pointing at the camera. Red jacket... orchard trail... Dammit, I need a translator right now."
detectedLang"en"
heavyLang"en"
scores
en0.7874685138539043
tl0.6973094170403588
sv0.5733249051833123
no0.5487967914438503
da0.5463709677419355
ro0.5367192862045298
fr0.5108695652173912
nl0.4819646968534152
it0.47224394057857705
de0.4676656151419558
ca0.43890274314214467
hr0.4337248322147651
et0.41910499139414803
pl0.40528634361233484
sq0.38969258589511757
ms0.38580527752502275
es0.3673851921274602
yo0.3644067796610169
pt0.3401759530791789
lt0.30626927029804724
az0.3055555555555556
cs0.3048403707518023
sl0.296875
sk0.28191489361702127
hu0.24832962138084633
vi0.24665178571428573
is0.2398648648648649
tr0.23728813559322032
lv0.2285714285714286
eu0.1687192118226601
be0.09395973154362416
fi0.08536585365853659
uk0.08536585365853659
reliabletrue
passestrue
11
name"Hunter"
dialogue"Hunter. Go... What? Where?... The south ridge near the old festival grounds? Don't touch anything, secure the perimeter. I'm three minutes out."
detectedLang"en"
heavyLang"en"
scores
en0.8022847100175747
tl0.6207332490518331
fr0.49238578680203043
sq0.4178525226390685
ms0.402390438247012
no0.3967828418230563
sv0.38817131203263083
da0.38313913639479097
nl0.3767313019390581
ca0.3492407809110629
es0.34210526315789475
de0.33774834437086093
pt0.3338267949666914
ro0.3171471927162367
it0.30769230769230765
et0.2996108949416343
sl0.29632525410476934
cs0.2857142857142857
hr0.2665036674816626
sk0.22413793103448276
lt0.21602787456445993
pl0.20634920634920634
fi0.18552036199095023
yo0.16974169741697415
tr0.1658943466172382
lv0.11937377690802348
az0.11591355599214145
hu0.06928645294725957
reliabletrue
passestrue
12
name"Hunter"
dialogue"I have to go. Emergency. You—stay right here at this table. Don't leave this cafe. Do not go back into the woods. Stay. I'll be back for that camera."
detectedLang"en"
heavyLang"en"
scores
en0.8215410455595213
tl0.6669278996865204
da0.5280399777901166
no0.4637223974763407
yo0.44078947368421056
pl0.4129834254143646
fr0.36990363232023726
cs0.3446414803392444
hr0.34362934362934366
it0.33800623052959505
sq0.33541829554339325
es0.3338557993730407
ca0.288107202680067
sk0.28330522765598654
pt0.2722602739726028
ro0.2722602739726028
sl0.2678725236864771
nl0.26406926406926406
sv0.2595818815331011
lt0.24712134632418067
tr0.2144177449168207
de0.2026266416510319
lv0.17874396135265702
hu0.17794970986460348
vi0.169921875
ms0.15
be0.07608695652173912
az0.06900328587075576
et0.06900328587075576
is0.06900328587075576
uk0.06900328587075576
reliabletrue
passestrue
13
name"Melanie"
dialogue"Warten Sie! Verlassen Sie mich nicht! Was soll ich denn jetzt tun?!"
detectedLang"de"
heavyLang"de"
scores
de0.8444185141968106
nl0.6393146979260595
pl0.4520547945205479
no0.41262848751835535
yo0.3333333333333333
da0.3288590604026846
sv0.32088285229202035
ms0.29328621908127206
fi0.28698752228163993
en0.2727272727272727
sk0.2366412213740458
cs0.2
eu0.17355371900826447
ca0.14893617021276595
es0.14893617021276595
tr0.14893617021276595
reliabletrue
passestrue
14
name"Hunter"
dialogue"Just stay put, ma'am. Sit. Drink your coffee. I'll be back."
detectedLang"en"
heavyLang"en"
scores
en0.6980155306298533
tl0.3371212121212121
da0.27083333333333337
hr0.2631578947368421
hu0.2505353319057816
lt0.24242424242424243
yo0.2391304347826087
et0.22566371681415928
sv0.22566371681415928
no0.2222222222222222
de0.1822429906542056
ms0.1822429906542056
nl0.1822429906542056
ca0.18032786885245902
reliabletrue
passestrue