Run: 2026-07-25-01KYCTBJPZFN05S6A8KF72AZC8

Run Details

Model:
Gemini 3.6 Flash (Reasoning)
Test:
Language Writing
Scenario:
Character dialogue (German) in a story
Duration:
11.2s
Cost:
$0.015462
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. Mind if I take a second? I'm Detective Hunter with the local PD." Melanie: "Wie bitte? Entschuldigung, ich... ich verstehe Sie nicht. Sprechen Sie Deutsch?" Hunter: "Uh... German? Look, I'm investigating an incident near the old Miller orchard from last night. Were you out there taking pictures with that camera?" Melanie: "Es war so unheimlich! Ich wollte nur den Nebel über den Apfelbäumen fotografieren, aber dann... da war eine Gestalt. Ein Mann!" Hunter: "Whoa, easy there. Take a breath. I don't understand a word you're saying, ma'am. Did you see someone out by the trees? A person?" Melanie: "Er ist einfach im Wald verschwunden! Schauen Sie doch, ich habe versucht, es aufzunehmen, aber meine Hände haben so gezittert!" Hunter: "Okay, you're visibly shaken up. Is there something on that camera? Can you show me? Photos?" Melanie: "Hier! Sehen Sie sich das an. Das ist nicht normal, oder? Wer ist dieser Mann im Hintergrund?" Hunter: "Let me see that viewscreen... Wait. Lean it toward the light. What is that blur right there behind the tree line?" Melanie: "Ich habe Angst, zurück in mein Zimmer zu gehen. Was ist, wenn er mich gesehen hat?" Hunter: "Ma'am, I need you to slow down. I'm trying to figure out if this is the missing—" Hunter: "Hold that thought. Hunter here." Hunter: "What? Where? Down by the creek?" Hunter: "Damn it. Secure the area, I'm two minutes out." Melanie: "Was ist los? Ist etwas passiert?" Hunter: "Look, ma'am... stay right here in this cafe. Don't move. I have to go, but I need to look at those photos again. Understand? Stay." Melanie: "Warten Sie! Gehen Sie nicht! Was soll ich denn jetzt tun?"
created_at"2026-07-25T14:20:07.271Z" 7/25/2026, 2:20:07 PM
model"google/gemini-3.6-flash-20260721"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency1510
moderation_latency(null)
generation_time11103
tokens_prompt306
tokens_completion970
native_tokens_prompt288
native_tokens_completion2004
native_tokens_completion_images0
native_tokens_reasoning1542
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"
usage0.015462
router(null)
provider_responses
0
endpoint_id"5d6d133d-a953-4781-a835-7ee76f4e1388"
id"F8Zkapa_FvDrjrEPuLvlgAo"
is_byokfalse
latency1510
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-1784989207-lt5QCBsjGVZcZJ9TZPS8"
session_id(null)
preset_id(null)
api_type"completions"
id"gen-1784989207-ocFJzpwvEb2CEwykSBzr"
upstream_id"F8Zkapa_FvDrjrEPuLvlgAo"
total_cost0.015462
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"Hunter"
dialogue"Excuse me, ma'am. Mind if I take a second? I'm Detective Hunter with the local PD."
detectedLang"en"
heavyLang"en"
scores
en0.775039123630673
tl0.6415211970074813
ro0.6138347884486233
it0.6031746031746031
fr0.5895788722341184
ca0.5468873128447597
pt0.5359160613397902
es0.5064377682403434
sq0.5038826574633305
no0.49294532627865967
nl0.4791666666666667
sv0.47296058661778184
da0.44174757281553406
sl0.3991640543364681
ms0.3863393810032017
hr0.3561030235162374
yo0.35247747747747743
hu0.35101580135440186
cs0.3495475113122172
et0.3495475113122172
de0.2936117936117936
pl0.2866004962779156
tr0.26376440460947503
sk0.25997425997426
lt0.20138888888888887
fi0.1935483870967742
is0.1935483870967742
az0.18785310734463279
lv0.18785310734463279
vi0.18785310734463279
be0.10852713178294573
eu0.10852713178294573
uk0.0987460815047022
reliabletrue
passestrue
1
name"Melanie"
dialogue"Wie bitte? Entschuldigung, ich... ich verstehe Sie nicht. Sprechen Sie Deutsch?"
detectedLang"de"
heavyLang"de"
scores
de0.8362266622993777
nl0.5836802664446294
pl0.37888198757763975
da0.30747922437673125
it0.30167597765363136
no0.3006993006993007
sk0.2784992784992785
lt0.25037481259370314
sv0.24812030075187969
ca0.24127465857359634
is0.21383647798742136
en0.20886075949367086
et0.1843393148450245
ms0.1830065359477124
sl0.18032786885245902
cs0.16666666666666666
hr0.1334488734835355
hu0.12587412587412586
es0.11190053285968028
fr0.11190053285968028
pt0.11190053285968028
az0.10554561717352416
ro0.10554561717352416
sq0.10554561717352416
reliabletrue
passestrue
2
name"Hunter"
dialogue"Uh... German? Look, I'm investigating an incident near the old Miller orchard from last night. Were you out there taking pictures with that camera?"
detectedLang"en"
heavyLang"en"
scores
en0.8048880673649619
tl0.6930533117932148
de0.5712996389891697
fr0.5699411498415572
ro0.5365853658536586
nl0.5308641975308642
no0.4968220338983051
ca0.48565240931239845
sv0.4460641399416909
da0.41789215686274506
it0.4117647058823529
et0.38788659793814434
es0.36412315930388217
sq0.3594066082265678
ms0.358974358974359
pt0.34437543133195303
az0.30758017492711365
tr0.2936802973977696
sk0.26242236024844723
cs0.2601246105919003
sl0.2554858934169279
is0.23817161186848435
yo0.22448979591836735
hr0.21681780708985984
fi0.18384879725085912
lt0.16299559471365638
pl0.15630550621669628
lv0.1387126019945603
hu0.13479052823315119
vi0.10292728989612841
eu0.09867172675521822
reliabletrue
passestrue
3
name"Melanie"
dialogue"Es war so unheimlich! Ich wollte nur den Nebel über den Apfelbäumen fotografieren, aber dann... da war eine Gestalt. Ein Mann!"
detectedLang"de"
heavyLang"de"
scores
de0.8012820512820513
no0.5614035087719298
es0.42379182156133827
da0.421209858103062
ca0.4106463878326996
nl0.3642329778506973
sk0.3605610561056106
sl0.3465430016863406
sv0.31718061674008813
eu0.31355181576616475
ro0.30493273542600896
pt0.30430879712746856
tr0.2928832116788321
it0.2922374429223744
cs0.2889908256880734
lt0.2889908256880734
pl0.27906976744186046
en0.2736644798500469
hr0.2475728155339806
ms0.24168297455968688
is0.24094025465230165
lv0.23795476892822026
yo0.20594262295081966
az0.17553191489361702
vi0.17289220917822837
tl0.16306695464362853
fr0.1520787746170678
sq0.14835164835164832
et0.13600891861761427
hu0.11630558722919043
reliabletrue
passestrue
4
name"Hunter"
dialogue"Whoa, easy there. Take a breath. I don't understand a word you're saying, ma'am. Did you see someone out by the trees? A person?"
detectedLang"en"
heavyLang"en"
scores
en0.8099078341013826
tl0.5545356371490281
da0.4996967859308672
no0.4811320754716981
sv0.4433198380566802
cs0.41654879773691655
de0.41447835344215755
sq0.3820224719101124
pl0.3707093821510297
sk0.3707093821510297
ca0.3599689681923972
et0.35546874999999994
nl0.33035714285714285
ro0.3193069306930693
pt0.30143945808636746
is0.2954739538855679
it0.28447528187337384
tr0.27568042142230026
yo0.2750439367311072
hr0.27312775330396477
es0.2653606411398041
hu0.25742574257425743
fr0.25271739130434784
ms0.2172675521821632
lt0.20825335892514396
lv0.20135527589545013
az0.1887905604719764
sl0.1691842900302115
vi0.13883089770354906
be0.0782122905027933
eu0.0782122905027933
fi0.07094594594594594
uk0.07094594594594594
reliabletrue
passestrue
5
name"Melanie"
dialogue"Er ist einfach im Wald verschwunden! Schauen Sie doch, ich habe versucht, es aufzunehmen, aber meine Hände haben so gezittert!"
detectedLang"de"
heavyLang"de"
scores
de0.8230272746200292
nl0.5109321058688148
no0.480440097799511
es0.3545937737281701
is0.3369734789391576
tr0.32486100079428115
sv0.31451612903225806
sk0.28087986463620984
pl0.276595744680851
da0.256993006993007
ca0.2504409171075838
hu0.24645390070921988
en0.22867513611615245
sq0.2194674012855831
fi0.19962335216572505
lt0.1650294695481336
fr0.15422885572139303
sl0.15084915084915085
yo0.1290983606557377
lv0.12371134020618556
hi0.1108786610878661
hr0.10714285714285714
vi0.10432033719704953
et0.09766454352441614
tl0.09381663113006397
it0.07809110629067245
pt0.06900328587075576
az0.06490649064906491
ro0.06490649064906491
reliabletrue
passestrue
6
name"Hunter"
dialogue"Okay, you're visibly shaken up. Is there something on that camera? Can you show me? Photos?"
detectedLang"en"
heavyLang"en"
scores
en0.8076306508496314
tl0.601593625498008
nl0.550561797752809
fr0.4746059544658494
es0.42473633748801537
ca0.4214079074252652
pt0.4041708043694141
de0.3485342019543974
it0.3464052287581699
et0.34497816593886466
ms0.2805755395683453
sq0.2736077481840194
fi0.2727272727272727
yo0.24528301886792453
no0.23954372623574144
sv0.2197659297789337
lt0.21465968586387435
hi0.21156373193166886
ro0.20844327176781002
hr0.2052980132450331
lv0.2052980132450331
hu0.20424403183023873
cs0.20318725099601595
is0.13294797687861273
sl0.12790697674418602
pl0.12280701754385964
az0.1137370753323486
tr0.1137370753323486
sk0.1111111111111111
da0.10044977511244377
reliabletrue
passestrue
7
name"Melanie"
dialogue"Hier! Sehen Sie sich das an. Das ist nicht normal, oder? Wer ist dieser Mann im Hintergrund?"
detectedLang"de"
heavyLang"de"
scores
de0.8435722411831627
nl0.41798941798941797
da0.37286202964652226
tr0.3574766355140187
pt0.35217903415783275
eu0.34210526315789475
en0.32926829268292684
pl0.32844932844932845
fi0.3234932349323493
no0.30730478589420657
ro0.298469387755102
fr0.29577464788732394
sv0.2948717948717949
ms0.2753623188405797
hr0.22644163150492264
sk0.22644163150492264
cs0.22425952045133993
az0.19472913616398244
ca0.19472913616398244
es0.19472913616398244
tl0.18998527245949925
vi0.16540212443095598
hi0.16158536585365854
yo0.14596273291925466
is0.12420382165605094
lv0.1085899513776337
it0.10277324632952692
lt0.10277324632952692
sq0.10277324632952692
et0.09688013136288999
sl0.09688013136288999
reliabletrue
passestrue
8
name"Hunter"
dialogue"Let me see that viewscreen... Wait. Lean it toward the light. What is that blur right there behind the tree line?"
detectedLang"en"
heavyLang"en"
scores
en0.8143196672608438
tl0.5674740484429065
nl0.4434550311665183
yo0.4202226345083488
no0.39671814671814676
sq0.3842364532019704
et0.29775280898876405
de0.28734321550741165
fr0.2799539170506913
da0.2681498829039813
sl0.23594132029339854
cs0.2331288343558282
es0.2206982543640898
ms0.20584498094027956
fi0.2028061224489796
hu0.19768934531450577
eu0.18407310704960833
pl0.1519674355495251
is0.12831241283124128
pt0.12342215988779803
lv0.12095639943741208
it0.11347517730496455
sv0.11095305832147938
reliabletrue
passestrue
9
name"Melanie"
dialogue"Ich habe Angst, zurück in mein Zimmer zu gehen. Was ist, wenn er mich gesehen hat?"
detectedLang"de"
heavyLang"de"
scores
de0.8416719442685244
nl0.6189024390243903
en0.4375703037120359
da0.42660550458715596
no0.4172494172494172
sv0.31880108991825606
pl0.284692417739628
yo0.25925925925925924
tr0.25595238095238093
is0.25037481259370314
sl0.23547400611620795
it0.22720247295208654
ro0.22118380062305293
sk0.19871794871794873
eu0.18699186991869918
hi0.1749174917491749
tl0.15682967959527827
fi0.14965986394557826
hu0.14965986394557826
az0.14383561643835618
ms0.13043478260869565
reliabletrue
passestrue
10
name"Hunter"
dialogue"Ma'am, I need you to slow down. I'm trying to figure out if this is the missing—"
detectedLang"en"
heavyLang"en"
scores
en0.8130142109199702
tl0.5987158908507223
da0.5140913508260446
no0.5004995004995005
yo0.4742376445846478
nl0.45593035908596297
sv0.4517543859649123
cs0.3857493857493857
is0.38042131350681535
fr0.3726474278544542
sq0.3662864385297845
ca0.3646759847522236
et0.34810951760104303
pl0.3429697766097241
hr0.33774834437086093
it0.33244325767690247
ro0.32157394843962006
hu0.3065187239944522
sk0.28977272727272724
ms0.2732558139534884
lv0.27007299270072993
lt0.25037481259370314
de0.21996879875195008
pt0.21135646687697163
az0.20382165605095542
sl0.19484702093397743
fi0.13494809688581316
be0.12280701754385964
tr0.12280701754385964
es0.12126537785588754
uk0.11190053285968028
vi0.11190053285968028
reliabletrue
passestrue
11
name"Hunter"
dialogue"Hold that thought. Hunter here."
detectedLang"en"
heavyLang"en"
scores
en0.8322147651006712
da0.5257452574525745
tl0.4883040935672514
sq0.4760479041916168
de0.3346007604562738
no0.308300395256917
fr0.29149797570850206
sv0.2857142857142857
it0.2647058823529412
nl0.2647058823529412
pt0.2647058823529412
ca0.25213675213675213
ms0.25213675213675213
ro0.25213675213675213
sl0.25213675213675213
tr0.25213675213675213
reliabletrue
passestrue
12
name"Hunter"
dialogue"What? Where? Down by the creek?"
detectedLang"en"
heavyLang"en"
scores
en0.8445998445998446
nl0.4791666666666667
da0.45054945054945056
sq0.43820224719101125
sk0.40476190476190477
cs0.3957703927492447
pl0.3710691823899371
es0.358974358974359
yo0.3485342019543974
tl0.34210526315789475
no0.3220338983050847
de0.2805755395683453
fr0.2805755395683453
ms0.2805755395683453
sv0.2805755395683453
reliabletrue
passestrue
13
name"Hunter"
dialogue"Damn it. Secure the area, I'm two minutes out."
detectedLang"en"
heavyLang"en"
scores
en0.8112560054907345
tl0.6849942726231385
fr0.4731800766283525
sq0.45219123505976094
yo0.39956331877729256
ro0.3721461187214612
no0.3707093821510297
es0.358974358974359
ca0.34988179669030733
sv0.34988179669030733
nl0.3483412322274882
da0.34523809523809523
it0.34523809523809523
de0.34210526315789475
et0.34210526315789475
ms0.3325242718446602
lv0.23822714681440443
cs0.21428571428571427
sk0.21428571428571427
fi0.207492795389049
sl0.207492795389049
hr0.19590643274853803
lt0.1863905325443787
pl0.1863905325443787
pt0.1863905325443787
reliabletrue
passestrue
14
name"Melanie"
dialogue"Was ist los? Ist etwas passiert?"
detectedLang"de"
heavyLang"de"
scores
de0.8316498316498316
en0.5370370370370371
nl0.5073891625615764
ca0.49874686716791977
it0.49874686716791977
no0.4708994708994709
es0.45652173913043476
hi0.3464052287581699
pt0.34210526315789475
fr0.3288590604026846
tr0.3197278911564626
yo0.30313588850174217
da0.2907801418439716
sv0.2805755395683453
et0.24528301886792453
is0.24528301886792453
ms0.24528301886792453
reliabletrue
passestrue
15
name"Hunter"
dialogue"Look, ma'am... stay right here in this cafe. Don't move. I have to go, but I need to look at those photos again. Understand? Stay."
detectedLang"en"
heavyLang"en"
scores
en0.8157092018301982
tl0.5866590649942988
da0.5645645645645646
no0.5179521276595745
nl0.45488721804511284
pl0.42277070063694266
de0.40082644628099173
yo0.3897306397306397
fr0.3861134631668078
sv0.3861134631668078
sq0.3153918791312559
cs0.3062200956937799
ro0.2967992240543162
sk0.28781925343811393
sl0.275
it0.26545086119554206
lv0.2609582059123343
hr0.2602040816326531
lt0.25411522633744854
ca0.22376873661670238
et0.21790722761596548
az0.16857798165137614
is0.15893271461716937
es0.09937888198757763
pt0.09937888198757763
hi0.09600997506234414
ms0.09375000000000001
be0.0880503144654088
tr0.0880503144654088
hu0.0845959595959596
uk0.0799492385786802
vi0.0799492385786802
reliabletrue
passestrue
16
name"Melanie"
dialogue"Warten Sie! Gehen Sie nicht! Was soll ich denn jetzt tun?"
detectedLang"de"
heavyLang"de"
scores
de0.845679012345679
nl0.5757575757575758
pl0.4852941176470589
yo0.36363636363636365
eu0.36247723132969034
fi0.32950191570881227
ms0.3217054263565891
en0.3
sk0.26160337552742613
cs0.2222222222222222
no0.21348314606741572
da0.2081447963800905
sv0.20273348519362186
ca0.16666666666666666
es0.16666666666666666
tr0.16666666666666666
reliabletrue
passestrue