Run: 2026-09-03-01M1KS10MYV2F9V6MYQWB6W3M4

Run Details

Model:
Gemini 3.7 Flash (Reasoning, Medium)
Test:
Language Writing
Scenario:
Character dialogue (German) in a story
Duration:
7.4s
Cost:
$0.006284
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 PD. Mind if I take a minute of your time?" Melanie: "Entschuldigung? Was... was möchten Sie? Ich verstehe Sie leider nicht." Hunter: "Whoa, okay. German? Look, miss, I’m investigating a disappearance from last night near the north edge of the apple orchards. Did you happen to see anything unusual out there?" Melanie: "Die Apfelplantage? Ja... ja, ich war dort zum Fotografieren. Aber da war etwas... etwas ganz Schreckliches im Wald." Hunter: "Hold on. Slow down. I caught 'Apfel' and you've got a fancy camera there. Were you taking pictures by the Miller orchard yesterday evening?" Melanie: "Ich habe Geräusche gehört! Da war ein Schrei, ganz plötzlich. Und dann habe ich jemanden gesehen... eine Gestalt, die eine andere Person durch das Dickicht gezerrt hat!" Hunter: "Easy now. You’re shaking like a leaf. Did someone hurt you? Did you see the missing girl?" Melanie: "Hier, sehen Sie doch! Ich habe versucht, heranzuzoomen, aber es war so dunkel. Schauen Sie auf das Display... dieser Schatten neben dem verlassenen Auto!" Hunter: "I don't speak a lick of German, ma'am. *Auto*? You saw a car out by the old trail?" Melanie: "Ja, genau, das Auto! Ein dunkler Geländewagen! Bitte, Sie müssen mir glauben, ich habe solche Angst... der Mann hat sich umgedreht, er hat das Blitzlicht meiner Kamera bemerkt!" Hunter: "Dammit, I can tell you’re trying to give me something critical, but I can't understand a single sentence. Just... don't delete whatever is on that memory card, alright?" Melanie: "Bitte gehen Sie nicht weg! Was soll ich denn jetzt tun? Was, wenn dieser Mann mich sucht?" Hunter: "Hang on—" Hunter: "Detective Hunter. ...What? Speak up, Miller. You found tire tracks by the creek? Don't touch anything, I'm five minutes away." Hunter: "Look at me. Stay right here in this cafe. Don't move, don't leave. I'm going to head to my cruiser, call dispatch to find a translator, and come straight back for you and that camera. Stay. Understand?" Melanie: "Warten Sie! Lassen Sie mich nicht allein! Bitte... er hat mein Gesicht gesehen!"
created_at"2026-09-03T13:58:39.012Z" 9/3/2026, 1:58:39 PM
model"google/gemini-3.7-flash-20260813"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency1427
moderation_latency(null)
generation_time7320
tokens_prompt306
tokens_completion874
native_tokens_prompt288
native_tokens_completion1618
native_tokens_completion_images0
native_tokens_reasoning1060
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"
usage0.0062835
router(null)
user_agent"langchainjs-openai/1.0.0 ((node/v24.19.0; linux; x64))"
http_referer(null)
request_id"req-1788443919-GgAD0BRnqqLFfSoEG94D"
session_id(null)
preset_id(null)
api_type"completions"
id"gen-1788443919-7U29MCJAZBvDvvpMFx8Z"
upstream_id"D32Zaq2ICo2L-sAPkdKy8QY"
provider_responses
0
endpoint_id"dd072012-3274-417d-97e3-e290cba37e31"
id"D32Zaq2ICo2L-sAPkdKy8QY"
is_byokfalse
latency1421
model_permaslug"google/gemini-3.7-flash-20260813"
provider_name"Google AI Studio"
status200
total_cost0.0062835
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 PD. Mind if I take a minute of your time?"
detectedLang"en"
heavyLang"en"
scores
en0.7452370403190075
tl0.6020761245674741
it0.5845375722543352
ro0.5815138282387191
no0.5490196078431372
pt0.5139475908706678
ca0.5043103448275862
sq0.4973776223776224
hr0.4856887298747764
fr0.4824482448244825
sl0.47869446962828643
da0.47440585009140773
sv0.469067405355494
nl0.45907808090310437
es0.45445920303605314
de0.4460500963391137
et0.4390243902439025
cs0.4004171011470281
ms0.37363834422657954
yo0.3568232662192394
hu0.35101580135440186
pl0.33831990794016115
sk0.3251173708920188
is0.2830423940149626
fi0.267515923566879
lt0.2656449553001277
tr0.26376440460947503
az0.18785310734463279
lv0.18785310734463279
vi0.18785310734463279
be0.10852713178294573
eu0.10852713178294573
uk0.0987460815047022
reliabletrue
passestrue
1
name"Melanie"
dialogue"Entschuldigung? Was... was möchten Sie? Ich verstehe Sie leider nicht."
detectedLang"de"
heavyLang"de"
scores
de0.8317757009345794
nl0.6892265193370166
en0.39189189189189183
pl0.3353028064992614
lt0.27884615384615385
tr0.24496644295302009
no0.24369747899159663
is0.24114671163575044
fr0.23728813559322032
sq0.23208191126279862
sv0.23208191126279862
az0.2214532871972318
ro0.2214532871972318
sk0.21602787456445993
ms0.199288256227758
et0.1906474820143885
cs0.1818181818181818
yo0.16201117318435754
da0.15413533834586465
hu0.13793103448275862
it0.13793103448275862
tl0.13294797687861273
es0.12280701754385964
pt0.12280701754385964
ca0.11591355599214145
reliabletrue
passestrue
2
name"Hunter"
dialogue"Whoa, okay. German? Look, miss, I’m investigating a disappearance from last night near the north edge of the apple orchards. Did you happen to see anything unusual out there?"
detectedLang"en"
heavyLang"en"
scores
en0.7987399369968499
tl0.6739438616387865
de0.4801084990958409
nl0.4666048237476809
no0.4529019980970504
fr0.44417593040116
es0.3879723257051623
da0.3719279082468597
pt0.3649917172832689
it0.36288088642659283
ms0.3495475113122172
ro0.34621944286526435
yo0.34621944286526435
sv0.33831990794016115
sq0.3333333333333333
et0.32113341204250295
cs0.3187203791469194
hr0.29920780012187687
sk0.2852703542573026
sl0.2580645161290322
ca0.24192485168094924
lt0.213406292749658
is0.20798898071625344
lv0.18555240793201136
az0.18323863636363635
hu0.17857142857142858
pl0.1726618705035971
tr0.1133384734001542
fi0.09591194968553458
eu0.05737704918032788
vi0.05737704918032788
reliabletrue
passestrue
3
name"Melanie"
dialogue"Die Apfelplantage? Ja... ja, ich war dort zum Fotografieren. Aber da war etwas... etwas ganz Schreckliches im Wald."
detectedLang"de"
heavyLang"de"
scores
de0.8019645120405576
nl0.49718423169750603
ca0.43845462713387245
da0.43845462713387245
pl0.43336355394378967
sk0.4131455399061033
es0.4036259541984733
tr0.3978805394990366
en0.3718592964824121
hr0.3635437881873727
sl0.35233160621761656
no0.3434873949579832
fr0.34210526315789475
pt0.33862433862433866
yo0.3329775880469584
et0.30632630410654826
ro0.30089485458612975
az0.27494199535962877
lv0.27494199535962877
it0.2724097788125727
eu0.2690058479532163
fi0.2647058823529412
tl0.26210153482880755
sq0.251497005988024
sv0.23594132029339854
cs0.17654808959156787
lt0.1677762982689747
vi0.09156976744186046
ms0.08625730994152046
reliabletrue
passestrue
4
name"Hunter"
dialogue"Hold on. Slow down. I caught 'Apfel' and you've got a fancy camera there. Were you taking pictures by the Miller orchard yesterday evening?"
detectedLang"en"
heavyLang"en"
scores
en0.7864208633093526
tl0.5703301673450927
da0.5052083333333334
no0.49788583509513745
de0.4870410367170626
fr0.48648648648648646
nl0.485373781148429
sv0.46808510638297873
ca0.4644870349492672
ro0.39720812182741116
et0.36539746158984643
it0.3628437290409121
pl0.36198791134989927
cs0.35418082936777706
yo0.33890048712595683
sk0.33751743375174337
sq0.31308749096167754
is0.2999263080324245
tr0.29681717246484085
es0.2931547619047619
fi0.27921092564491656
hr0.2629945694336695
hu0.24722662440570525
pt0.24060751398880897
az0.18941979522184302
lv0.18524871355060035
ms0.1831470335339639
sl0.1449144914491449
lt0.1324200913242009
vi0.12280701754385964
hi0.08123791102514508
be0.06862745098039216
eu0.06862745098039216
uk0.06219151036525173
reliabletrue
passestrue
5
name"Melanie"
dialogue"Ich habe Geräusche gehört! Da war ein Schrei, ganz plötzlich. Und dann habe ich jemanden gesehen... eine Gestalt, die eine andere Person durch das Dickicht gezerrt hat!"
detectedLang"de"
heavyLang"de"
scores
de0.8221273568125221
nl0.5698924731182796
no0.485331960885229
da0.43883277216610556
sv0.42594718714121704
tr0.39135727328058423
pt0.34253780407626566
is0.3288590604026846
it0.3229519295870007
en0.31787175989085953
ro0.2441421012849584
es0.2372234935163997
hu0.20318725099601595
yo0.2006394884092726
ca0.19807538091419405
fr0.19614147909967844
az0.19484702093397743
eu0.19289749798224373
pl0.1915925626515764
sq0.18566775244299674
tl0.16736053288925898
sk0.15469146238377007
hr0.1503823279524214
ms0.14965986394557826
et0.12203687445127305
sl0.10952804986642922
fi0.08088235294117647
lv0.06976744186046512
lt0.06716417910447761
vi0.059266227657572904
cs0.05571293673276676
reliabletrue
passestrue
6
name"Hunter"
dialogue"Easy now. You’re shaking like a leaf. Did someone hurt you? Did you see the missing girl?"
detectedLang"en"
heavyLang"en"
scores
en0.8139880952380952
tl0.5711835334476844
no0.47862356621480706
nl0.46351931330472107
pt0.414519906323185
fr0.4033412887828162
sv0.3811881188118812
et0.3734335839598998
is0.3734335839598998
da0.3662864385297845
ms0.3342210386151798
yo0.3112947658402204
de0.3045897079276773
cs0.29577464788732394
es0.29577464788732394
ca0.2937853107344633
it0.2753623188405797
hu0.2378048780487805
sq0.23076923076923078
fi0.21996879875195008
ro0.21752738654147105
az0.2125984251968504
sk0.20634920634920634
hr0.1830065359477124
pl0.17355371900826447
sl0.15254237288135594
lt0.14089347079037798
tr0.1334488734835355
eu0.12280701754385964
lv0.12280701754385964
vi0.12280701754385964
reliabletrue
passestrue
7
name"Melanie"
dialogue"Hier, sehen Sie doch! Ich habe versucht, heranzuzoomen, aber es war so dunkel. Schauen Sie auf das Display... dieser Schatten neben dem verlassenen Auto!"
detectedLang"de"
heavyLang"de"
scores
de0.8265157048940833
nl0.565018315018315
no0.4405182567726737
en0.4032663316582915
es0.3704440026507621
fi0.36026936026936024
sv0.35418082936777706
da0.3252840909090909
sk0.3233618233618234
sl0.3030080704328687
ca0.29157345264727813
it0.2578125
pt0.25723221266614543
lt0.21875
fr0.20767306088407003
pl0.19286321155480035
cs0.19217687074829934
ro0.19148936170212766
eu0.17677642980935876
lv0.17247386759581881
hu0.15480427046263345
tr0.14721723518850988
sq0.11873840445269015
yo0.1171003717472119
vi0.09437559580552907
tl0.08477842003853564
et0.07587548638132297
hr0.07045009784735812
is0.06588003933136675
az0.058473736372646176
reliabletrue
passestrue
8
name"Hunter"
dialogue"I don't speak a lick of German, ma'am. Auto? You saw a car out by the old trail?"
detectedLang"en"
heavyLang"en"
scores
en0.7909540098821741
tl0.6414602346805737
ro0.5004541326067212
nl0.492151431209603
cs0.48405253283302063
yo0.4364754098360656
fr0.4324045407636739
sk0.43064182194616984
no0.4234800838574424
it0.4222689075630252
de0.41737288135593226
da0.40540540540540543
ca0.394273127753304
sq0.39159292035398224
pl0.38820912124582874
sv0.38820912124582874
ms0.3612078977932636
az0.358974358974359
es0.3309002433090025
hr0.31335830212234705
is0.29214929214929214
hu0.28848641655886154
tr0.28292046936114734
lv0.27726675427069647
et0.27055702917771884
lt0.20863309352517986
pt0.20289855072463767
fi0.19472913616398244
vi0.19472913616398244
sl0.140625
be0.11290322580645161
eu0.11290322580645161
uk0.10277324632952692
reliabletrue
passestrue
9
name"Melanie"
dialogue"Ja, genau, das Auto! Ein dunkler Geländewagen! Bitte, Sie müssen mir glauben, ich habe solche Angst... der Mann hat sich umgedreht, er hat das Blitzlicht meiner Kamera bemerkt!"
detectedLang"de"
heavyLang"de"
scores
de0.8090246935512524
no0.5739199365834324
nl0.5603271983640081
da0.4841650671785029
sv0.38111686816350027
tr0.28141711229946526
is0.2765814266487214
sk0.24825174825174828
it0.24561403508771934
et0.24295774647887322
pl0.22214182344428368
es0.1905120481927711
sl0.1730769230769231
fi0.17180277349768877
ca0.16407465007776048
lv0.15220820189274448
hr0.1413738019169329
pt0.13376309427880742
cs0.12029459901800327
tl0.11740558292282431
ro0.11668036154478226
ms0.11595394736842106
az0.10192147034252297
hu0.07566638005159072
fr0.06926406926406926
sq0.06521739130434782
yo0.06521739130434782
en0.06195462478184991
reliabletrue
passestrue
10
name"Hunter"
dialogue"Dammit, I can tell you’re trying to give me something critical, but I can't understand a single sentence. Just... don't delete whatever is on that memory card, alright?"
detectedLang"en"
heavyLang"en"
scores
en0.8082571801566579
tl0.5627093412727949
no0.5160626029654036
ca0.4735663082437276
fr0.4697653429602889
da0.4532340623545835
pt0.43860487338748205
ro0.4340077071290945
sv0.42203639940973936
es0.4142572283150548
nl0.399591211037302
it0.3983614951356887
yo0.3930785123966943
cs0.34210526315789475
sk0.32548794489092997
sq0.3235463442717329
et0.3196294151708164
pl0.31004110393423373
ms0.2865816636308439
hu0.2817848410757946
hr0.2791411042944785
sl0.2764778325123153
tr0.2674563591022444
de0.25914249684741486
lv0.25206874602164225
fi0.23001310615989515
is0.2055442866801893
az0.18853591160220995
lt0.17485955056179778
eu0.11587659894657637
vi0.10168195718654435
hi0.06671961874503574
be0.05622489959839357
uk0.050888529886914384
reliabletrue
passestrue
11
name"Melanie"
dialogue"Bitte gehen Sie nicht weg! Was soll ich denn jetzt tun? Was, wenn dieser Mann mich sucht?"
detectedLang"de"
heavyLang"de"
scores
de0.848651623555311
nl0.5659037095501184
pl0.29214929214929214
cs0.26666666666666666
yo0.26666666666666666
no0.23504867872044508
en0.21428571428571427
sk0.18397626112759644
eu0.1729323308270677
et0.17043740573152338
fi0.13793103448275862
ms0.13793103448275862
is0.12420382165605094
da0.12
it0.12
reliabletrue
passestrue
12
name"Hunter"
dialogue"Hang on—"
detectedLang"et"
heavyLang"tl"
scores
et0.7549019607843137
fi0.75
en0.7297297297297297
fr0.6855345911949685
ca0.6644295302013423
hr0.6376811594202898
hi0.6268656716417911
pl0.6268656716417911
tl0.6268656716417911
cs0.6
sk0.6
yo0.6
reliablefalse
passestrue
13
name"Hunter"
dialogue"Detective Hunter. ...What? Speak up, Miller. You found tire tracks by the creek? Don't touch anything, I'm five minutes away."
detectedLang"en"
heavyLang"en"
scores
en0.8115147361206306
tl0.5953898970083374
fr0.5169789227166276
ca0.4485294117647059
da0.42388268156424586
nl0.39999999999999997
no0.3902439024390244
de0.37688821752265855
es0.34936908517350157
it0.3483412322274882
sv0.3330638641875505
sq0.3226600985221675
ro0.3159203980099502
cs0.30143945808636746
pt0.26404995539696696
ms0.24931756141947223
et0.22607879924953095
tr0.21577946768060838
sk0.20366795366795365
sl0.1935483870967742
pl0.17992047713717693
fi0.15123456790123457
hr0.1397288842544317
yo0.11480686695278969
az0.09737417943107221
hu0.09737417943107221
is0.09638554216867469
lt0.07094594594594594
reliabletrue
passestrue
14
name"Hunter"
dialogue"Look at me. Stay right here in this cafe. Don't move, don't leave. I'm going to head to my cruiser, call dispatch to find a translator, and come straight back for you and that camera. Stay. Understand?"
detectedLang"en"
heavyLang"en"
scores
en0.8080859774820881
tl0.6113989637305699
da0.533195020746888
no0.5273109243697479
it0.467833491012299
de0.4665718349928876
ro0.4289340101522843
sv0.42514052120592744
fr0.4164937759336099
nl0.40664556962025317
cs0.3909041689225771
pl0.38658669574700105
sl0.37010078387458006
sk0.3686868686868687
sq0.34593023255813954
pt0.33035714285714285
yo0.3148599269183922
es0.3102391171060699
ms0.29775280898876405
hr0.2816091954022989
et0.2741935483870968
ca0.2637434554973822
lv0.22627235213204952
lt0.2214532871972318
az0.19470293486041518
is0.1610738255033557
tr0.15030211480362538
vi0.12314886983632112
hu0.12177985948477751
fi0.10926365795724466
eu0.10855784469096671
reliabletrue
passestrue
15
name"Melanie"
dialogue"Warten Sie! Lassen Sie mich nicht allein! Bitte... er hat mein Gesicht gesehen!"
detectedLang"de"
heavyLang"de"
scores
de0.83991462113127
nl0.6362166531932093
da0.5454545454545454
no0.5422177009155645
sv0.3910690121786198
fi0.34971098265895956
pl0.32330827067669177
eu0.3066255778120185
et0.30448222565687794
fr0.2741935483870968
is0.2706645056726094
it0.267100977198697
tr0.2474916387959866
cs0.1818181818181818
hu0.16356877323420074
ms0.14772727272727273
ca0.1346153846153846
en0.1346153846153846
es0.1346153846153846
tl0.1346153846153846
reliabletrue
passestrue