Run: 2026-09-03-01M1KRCB8RFJVNQ7D0P1R6KB34

Run Details

Model:
Gemini 3.7 Flash (Reasoning, Medium)
Test:
Language Writing
Scenario:
Character dialogue (German) in a story
Duration:
6.4s
Cost:
$0.006227
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. Mind if I take a minute of your time? I need to ask you about what happened out by the apple orchard yesterday evening." Melanie: "Bitte? Entschuldigung... was möchten Sie? Ich verstehe Sie leider nicht." Hunter: "I'm with the local precinct. We have another missing person report from last night. A witness saw you out near the east tree line with your camera right around sunset. Did you see anything out of the ordinary?" Melanie: "Es war... es war furchtbar! Da war ein Mann im Schatten hinter den alten Scheunen. Er hat etwas Schweres in den Wald geschleppt. Ich... ich habe solche Angst bekommen!" Hunter: "Whoa, hold on. German? Look, ma'am, I don't speak a word of German. Do you speak any English? English?" Melanie: "Nein, kein Englisch! Bitte, Sie müssen mir zuhören! Da war jemand! Ich habe versucht, Fotos von der Landschaft zu machen, und plötzlich stand er da!" Hunter: "Slow down. Take a breath. Look at me—did you see someone? A person?" Melanie: "Hier! Schauen Sie doch auf den Bildschirm! Sehen Sie den Schatten zwischen den Bäumen? Er hat sich umgedreht, und ich dachte, er hätte mich bemerkt. Mein Herz hat so gerast..." Hunter: "The camera... let me see that screen. Wait, is that... that's definitely a figure near Miller's Creek. When was this? What time did you snap this shot?" Melanie: "Gestern Abend! Um acht Uhr! Verstehen Sie mich denn gar nicht? Jemand ist in großer Gefahr! Warum helfen Sie denn nicht?" Hunter: "Eight? You're pointing at your watch and holding up eight fingers... eight o'clock? That's right before Sarah went missing." Melanie: "Ja! Acht Uhr! Ich wollte zur Polizei gehen, aber ich wusste nicht, wie ich es auf Englisch erklären soll. Ich bin doch erst seit zwei Tagen hier!" Hunter: "Damn it, I need a translator down here right now. Don't touch that camera, okay? Don't delete anything on that card. Just stay right here—" Hunter: "Hunter speaking. ...Where? Are you sure it's her car? Don't touch a thing, I'm two minutes out." Hunter: "Look, ma'am, I have to go. Emergency. Stay in this cafe, don't talk to anyone, and keep that camera in your bag. I will be right back with someone who speaks German. Understand? Stay." Melanie: "Warten Sie! Wohin gehen Sie jetzt? Bitte lassen Sie mich hier nicht einfach allein!"
created_at"2026-09-03T13:47:21.76Z" 9/3/2026, 1:47:21 PM
model"google/gemini-3.7-flash-20260813"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency1467
moderation_latency(null)
generation_time6282
tokens_prompt306
tokens_completion874
native_tokens_prompt288
native_tokens_completion1603
native_tokens_completion_images0
native_tokens_reasoning998
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"
usage0.00622725
router(null)
user_agent"langchainjs-openai/1.0.0 ((node/v24.19.0; linux; x64))"
http_referer(null)
request_id"req-1788443241-9w0z2OrXf3GszWUIhApB"
session_id(null)
preset_id(null)
api_type"completions"
id"gen-1788443241-XDyQezoqk1vaNvuVVTTF"
upstream_id"aXqZaqCtNpbTjMcPoYyP6AY"
provider_responses
0
endpoint_id"dd072012-3274-417d-97e3-e290cba37e31"
id"aXqZaqCtNpbTjMcPoYyP6AY"
is_byokfalse
latency1467
model_permaslug"google/gemini-3.7-flash-20260813"
provider_name"Google AI Studio"
status200
total_cost0.00622725
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. Mind if I take a minute of your time? I need to ask you about what happened out by the apple orchard yesterday evening."
detectedLang"en"
heavyLang"en"
scores
en0.7972972972972973
tl0.6052631578947368
no0.527027027027027
nl0.5018975332068311
da0.48478900883218845
sv0.4516971279373368
it0.45083682008368203
fr0.4491080797481637
ro0.4281045751633987
de0.4195688225538972
cs0.4081172491544532
es0.40273037542662116
pt0.3993135011441648
hr0.3856056173200702
sl0.3819894055326663
sq0.3812610489098409
et0.35936546674801706
ca0.35779816513761464
yo0.3490390576565406
pl0.3425172197871008
sk0.34169278996865204
ms0.28619986403806935
is0.24297043979812544
lt0.2290748898678414
hu0.22850844966936076
lv0.19540229885057472
fi0.16666666666666666
tr0.1640127388535032
az0.11242603550295857
vi0.11242603550295857
be0.0625
eu0.0625
uk0.05660377358490566
reliabletrue
passestrue
1
name"Melanie"
dialogue"Bitte? Entschuldigung... was möchten Sie? Ich verstehe Sie leider nicht."
detectedLang"de"
heavyLang"de"
scores
de0.8309668695064233
nl0.683944374209861
en0.3670886075949367
pl0.31224209078404397
no0.3055555555555556
et0.3045897079276773
lt0.258160237388724
da0.2389649923896499
it0.22720247295208654
tr0.2260061919504644
is0.2223950233281493
fr0.21875
sq0.21383647798742136
sv0.21383647798742136
az0.20382165605095542
ro0.20382165605095542
sk0.19871794871794873
ms0.1830065359477124
cs0.16666666666666666
yo0.1482112436115843
hu0.12587412587412586
tl0.12126537785588754
es0.11190053285968028
pt0.11190053285968028
ca0.10554561717352416
reliabletrue
passestrue
2
name"Hunter"
dialogue"I'm with the local precinct. We have another missing person report from last night. A witness saw you out near the east tree line with your camera right around sunset. Did you see anything out of the ordinary?"
detectedLang"en"
heavyLang"en"
scores
en0.8053083280356007
tl0.6678416485900217
nl0.4567627494456763
da0.4459520578923564
ro0.4424214838416022
it0.40849830999517145
fr0.4067796610169492
es0.4059165858389913
ms0.3974422036399409
sv0.3850401606425703
no0.37563710499490316
ca0.37531871494135643
pt0.36790505675954593
de0.34875066454013826
cs0.33604336043360433
is0.2967853042479908
et0.2869615832363213
sq0.27170035671819265
yo0.25213675213675213
hr0.23533083645443198
pl0.21423989737010904
sk0.20865633074935402
sl0.20351105331599478
lv0.19672131147540983
hu0.18927862342819324
lt0.15283540802213003
az0.13671599718111346
eu0.10909090909090909
tr0.10518626734842952
fi0.10322108345534407
vi0.05405405405405406
reliabletrue
passestrue
3
name"Melanie"
dialogue"Es war... es war furchtbar! Da war ein Mann im Schatten hinter den alten Scheunen. Er hat etwas Schweres in den Wald geschleppt. Ich... ich habe solche Angst bekommen!"
detectedLang"de"
heavyLang"de"
scores
de0.8071858540255832
no0.5911447945751895
nl0.5780156442980651
da0.5397395599461159
sv0.4965618860510806
it0.39528023598820056
en0.3887895050685748
ro0.31300268096514744
sl0.27816901408450706
sk0.2730496453900709
tr0.2647058823529412
tl0.26152737752161387
pl0.25992779783393505
ca0.2583212735166426
es0.2583212735166426
pt0.24798239178283202
eu0.24743024963289278
is0.24521354933726064
fi0.22171602126044038
hr0.21755725190839692
hu0.20971472629144178
ms0.15845648604269294
az0.15637860082304525
lv0.15289256198347106
yo0.1372053872053872
fr0.11332179930795848
sq0.10791993037423847
cs0.0840035746201966
lt0.08154121863799284
et0.05963302752293578
vi0.057904411764705885
reliabletrue
passestrue
4
name"Hunter"
dialogue"Whoa, hold on. German? Look, ma'am, I don't speak a word of German. Do you speak any English? English?"
detectedLang"en"
heavyLang"en"
scores
en0.8004561003420753
tl0.5643153526970954
ca0.5291479820627802
hr0.5028409090909091
cs0.49904580152671757
yo0.473420260782347
ro0.46808510638297873
pl0.4659206510681587
sk0.43790149892933616
da0.42934782608695654
sq0.4281045751633987
no0.4268558951965066
sv0.3951612903225807
it0.38162544169611307
de0.3613138686131387
pt0.36053593179049936
et0.34782608695652173
nl0.3429286608260325
vi0.31729518855656696
is0.3018617021276596
fr0.3009320905459388
hu0.2981283422459893
tr0.29245283018867924
fi0.2886178861788618
sl0.2857142857142857
ms0.28082191780821925
az0.27884615384615385
es0.2778541953232462
lt0.2164179104477612
lv0.20212765957446807
hi0.13793103448275862
be0.11764705882352942
eu0.11764705882352942
uk0.10714285714285714
reliabletrue
passestrue
5
name"Melanie"
dialogue"Nein, kein Englisch! Bitte, Sie müssen mir zuhören! Da war jemand! Ich habe versucht, Fotos von der Landschaft zu machen, und plötzlich stand er da!"
detectedLang"de"
heavyLang"de"
scores
de0.8259658893143056
nl0.6111975116640747
da0.5419147961520843
no0.5253915519696251
sv0.46062567421790723
en0.427262313860252
is0.39209726443769
ro0.3192648059904697
hr0.3050729673384294
pl0.30167597765363136
tr0.2907801418439716
az0.2902767920511001
pt0.28926794598436395
it0.2795389048991354
fr0.2652461425422484
ms0.2242048099301784
lt0.21813917122752147
es0.21197793538219067
tl0.2107340173638516
sl0.20948616600790515
sk0.20823436262866193
eu0.17218543046357618
ca0.16177703269069574
sq0.15325994919559696
et0.14965986394557826
yo0.14015477214101463
cs0.1243432574430823
lv0.11816578483245149
hu0.06716417910447761
vi0.059266227657572904
reliabletrue
passestrue
6
name"Hunter"
dialogue"Slow down. Take a breath. Look at me—did you see someone? A person?"
detectedLang"en"
heavyLang"en"
scores
en0.8134328358208955
tl0.6515679442508711
no0.5418098510882016
pt0.5260663507109005
es0.5
da0.4968553459119497
et0.49174078780177893
sq0.4791666666666667
it0.4227994227994228
fr0.42196531791907516
cs0.4020926756352765
sl0.3902439024390244
ms0.3700787401574803
sv0.36507936507936506
nl0.3640699523052464
ca0.3610223642172524
ro0.3579454253611557
hu0.35379644588045234
de0.3474714518760196
is0.34318555008210183
sk0.32088285229202035
hr0.29947460595446584
pl0.2907801418439716
lt0.2779783393501805
lv0.26605504587155965
tr0.2647058823529412
fi0.25650557620817843
az0.2438563327032136
yo0.22928709055876687
eu0.14893617021276595
vi0.14893617021276595
reliabletrue
passestrue
7
name"Melanie"
dialogue"Hier! Schauen Sie doch auf den Bildschirm! Sehen Sie den Schatten zwischen den Bäumen? Er hat sich umgedreht, und ich dachte, er hätte mich bemerkt. Mein Herz hat so gerast..."
detectedLang"de"
heavyLang"de"
scores
de0.8126081107053623
nl0.5906801007556676
no0.47097124253933803
sv0.3887147335423198
da0.3758002560819462
eu0.30997876857749473
is0.24826522744795684
sk0.23768569194683345
fi0.2316784869976359
en0.2162379421221865
tr0.20473083197389885
pl0.18885191347753744
et0.18817651956702747
ms0.148471615720524
tl0.1409691629955947
sl0.13410301953818826
yo0.11444141689373298
az0.11121239744758432
pt0.0947075208913649
vi0.09217877094972066
cs0.08793264733395698
lt0.08622305529522024
lv0.08364661654135339
fr0.08278457196613359
hu0.08278457196613359
it0.07932011331444759
es0.07407407407407407
hr0.07054337464251668
ru0.07054337464251668
reliabletrue
passestrue
8
name"Hunter"
dialogue"The camera... let me see that screen. Wait, is that... that's definitely a figure near Miller's Creek. When was this? What time did you snap this shot?"
detectedLang"en"
heavyLang"en"
scores
en0.8102254967626702
nl0.5549738219895288
tl0.5008807985907222
es0.49101796407185627
it0.4318181818181818
no0.42176870748299317
fr0.4125777470628887
ro0.4072524407252441
ca0.39198855507868385
pt0.38361131254532266
da0.37591776798825255
sq0.3584905660377359
de0.35703479576399394
yo0.33749025720966486
et0.3338557993730407
hu0.31945556445156126
cs0.3117408906882591
fi0.30612244897959184
sv0.2951907131011609
sk0.2904841402337229
hr0.27905004240882103
ms0.25893635571054924
sl0.24977934686672548
is0.23076923076923078
az0.15758176412289396
tr0.15758176412289396
pl0.1099476439790576
ja0.10526315789473685
lt0.08798283261802575
eu0.07608695652173912
lv0.07608695652173912
vi0.07608695652173912
reliabletrue
passestrue
9
name"Melanie"
dialogue"Gestern Abend! Um acht Uhr! Verstehen Sie mich denn gar nicht? Jemand ist in großer Gefahr! Warum helfen Sie denn nicht?"
detectedLang"de"
heavyLang"de"
scores
de0.8323754789272031
nl0.5336442371752165
en0.3607305936073059
ro0.3314231136580707
pl0.3055555555555556
pt0.3055555555555556
it0.3034825870646766
is0.3020937188434696
sv0.2738589211618257
fr0.2374727668845316
da0.221357063403782
yo0.2009132420091324
tl0.19540229885057472
ms0.18887601390498263
sl0.18032786885245902
ca0.17159763313609466
az0.16963226571767495
es0.16963226571767495
eu0.1411042944785276
hi0.1315136476426799
cs0.125
tr0.11838790931989925
fi0.1116751269035533
lt0.0990990990990991
hu0.09326424870466321
no0.08256880733944955
sq0.077733860342556
reliabletrue
passestrue
10
name"Hunter"
dialogue"Eight? You're pointing at your watch and holding up eight fingers... eight o'clock? That's right before Sarah went missing."
detectedLang"en"
heavyLang"en"
scores
en0.7982749026154702
tl0.6972860125260961
da0.5765186915887851
no0.5037645448323067
ms0.458955223880597
nl0.43928847641144625
de0.39482470784641066
fr0.3695652173913043
it0.33910665451230626
sv0.32116104868913853
is0.2919921875
ro0.22707889125799574
yo0.19265033407572385
sq0.18994413407821228
sk0.16857798165137614
tr0.16666666666666666
ca0.1657077100115075
hr0.15893271461716937
az0.1569767441860465
pt0.15402567094515754
pl0.11260709914320685
lt0.1060419235511714
fi0.09713574097135741
lv0.09713574097135741
hu0.09488139825218476
et0.08227848101265822
reliabletrue
passestrue
11
name"Melanie"
dialogue"Ja! Acht Uhr! Ich wollte zur Polizei gehen, aber ich wusste nicht, wie ich es auf Englisch erklären soll. Ich bin doch erst seit zwei Tagen hier!"
detectedLang"de"
heavyLang"de"
scores
de0.833038695737576
nl0.5456974879743453
sv0.4279946164199193
da0.38672438672438675
no0.3338557993730407
pl0.2981007431874484
ca0.2784380305602716
fi0.276595744680851
lv0.27597955706984667
es0.2647058823529412
sk0.256993006993007
ro0.23561151079136694
et0.222323879231473
ms0.2216117216117216
eu0.19735599622285174
cs0.1834774255523535
lt0.17315175097276264
hu0.17234664070107109
en0.17073170731707318
sl0.16748285994123407
fr0.16666666666666666
hr0.15841584158415842
tr0.15841584158415842
sq0.15590863952333664
it0.09188034188034187
az0.08108108108108109
tl0.08108108108108109
yo0.08108108108108109
pt0.07608695652173912
reliabletrue
passestrue
12
name"Hunter"
dialogue"Damn it, I need a translator down here right now. Don't touch that camera, okay? Don't delete anything on that card. Just stay right here—"
detectedLang"en"
heavyLang"en"
scores
en0.804126403760773
tl0.5965572888649812
et0.48840381991814463
sq0.48489010989010994
ca0.4806094182825485
ro0.4791666666666667
no0.43267776096822996
sv0.43267776096822996
fr0.43095599393019723
it0.4131455399061033
da0.38825448613376834
hr0.3816982687551525
pl0.3760399334442596
yo0.36494496189669773
es0.3333333333333333
cs0.33095450490633366
pt0.32493249324932494
de0.3163172288058341
nl0.313815187557182
sk0.3119266055045872
ms0.30747922437673125
hu0.29044465468306524
lv0.27606177606177607
sl0.2753623188405797
tr0.2753623188405797
vi0.22760041194644695
fi0.22118380062305293
lt0.2203742203742204
az0.20382165605095542
is0.15540540540540537
eu0.1544532130777903
hi0.10071942446043164
be0.08536585365853659
uk0.07749077490774908
reliabletrue
passestrue
13
name"Hunter"
dialogue"Hunter speaking. ...Where? Are you sure it's her car? Don't touch a thing, I'm two minutes out."
detectedLang"en"
heavyLang"en"
scores
en0.8240427927927929
tl0.6130030959752323
fr0.5158791634391944
de0.421831637372803
ro0.3996157540826129
no0.39903846153846156
nl0.3890518084066471
ms0.3563336766220391
ca0.3543388429752066
da0.3543388429752066
pt0.3503118503118503
cs0.3131868131868132
sv0.3047830923248054
sq0.3032329988851728
tr0.2945823927765237
it0.28977272727272724
lt0.2707117852975496
sl0.26122931442080377
et0.24789410348977134
sk0.24698795180722888
es0.24150485436893204
hr0.22263681592039805
pl0.21185372005044137
hu0.1997439180537772
is0.1893644617380026
fi0.17763157894736845
yo0.15994623655913978
az0.10071942446043164
eu0.10071942446043164
lv0.10071942446043164
vi0.10071942446043164
reliabletrue
passestrue
14
name"Hunter"
dialogue"Look, ma'am, I have to go. Emergency. Stay in this cafe, don't talk to anyone, and keep that camera in your bag. I will be right back with someone who speaks German. Understand? Stay."
detectedLang"en"
heavyLang"en"
scores
en0.8095756256800871
tl0.6550591327201051
da0.47761194029850745
yo0.3902439024390244
de0.38846825859056494
it0.3877551020408163
no0.373134328358209
ro0.373134328358209
pl0.370125974805039
sv0.3667068757539204
nl0.3490390576565406
es0.27486187845303867
ms0.26212227687983136
ca0.23580786026200873
cs0.2335766423357664
sk0.21816827997021596
lt0.20993227990970656
sl0.20754716981132076
hr0.19540229885057472
fr0.1764705882352941
az0.1712707182320442
sq0.16267942583732056
et0.16134185303514376
lv0.14979757085020243
hu0.14910858995137766
pt0.12790697674418602
tr0.11764705882352942
is0.11541701769165964
be0.0625
uk0.05660377358490566
vi0.05660377358490566
reliabletrue
passestrue
15
name"Melanie"
dialogue"Warten Sie! Wohin gehen Sie jetzt? Bitte lassen Sie mich hier nicht einfach allein!"
detectedLang"de"
heavyLang"de"
scores
de0.8282630029440629
nl0.6209386281588447
da0.41275167785234906
no0.4120940649496081
sv0.35503685503685506
fr0.32950191570881227
fi0.3155149934810952
pl0.2905405405405405
eu0.27486187845303867
et0.27285318559556787
it0.23802612481857763
is0.18604651162790697
cs0.16
ms0.12935323383084577
ca0.11764705882352942
en0.11764705882352942
es0.11764705882352942
tl0.11764705882352942
tr0.11764705882352942
reliabletrue
passestrue