Run: 2026-07-25-01KYCTPWCF1F46PEPVRGRP4KG2

Run Details

Model:
Gemini 3.6 Flash (Reasoning, Minimal)
Test:
Language Writing
Scenario:
Character dialogue (German) in a story
Duration:
4.2s
Cost:
$0.004347
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
Melanie: "Ich fasse es immer noch nicht... Die schöne Landschaft, und dann das." Hunter: "Excuse me, ma'am. Mind if I sit? I'm Detective Hunter." Melanie: "Bitte?" Hunter: "Right... well, I noticed you were out near the Miller farm yesterday around four, taking photos. Did you happen to see anything unusual? Anything out of the ordinary?" Melanie: "Oh, Deutsch? Sprechen Sie Deutsch? Ich verstehe Sie leider gar nicht." Hunter: "Look, miss, I just need a simple answer. A man went missing near that tree line. Did you see anyone walking toward the woods?" Melanie: "Es war so unheimlich... Ich wollte nur den Sonnenuntergang fotografieren, aber da war dieser Schatten. Jemand hat geschrien. Ich... ich hatte solche Angst und bin einfach weggerannt!" Hunter: "Uh... shadow? You're pointing at the woods. Did you see a shadow?" Melanie: "Ich habe versucht, ein Foto zu machen, aber meine Hände haben so gezittert! Sehen Sie? Alles verwackelt. Ich hätte der Polizei helfen sollen, aber ich wusste nicht, wie!" Hunter: "Okay, hold on. Show me the camera. May I see the camera?" Melanie: "Nein, nein, nicht wegnehmen! Das ist mein einziges Beweismittel. Ich habe Angst, dass dieser Mann noch da draußen ist!" Hunter: "I'm not trying to steal it, ma'am, I just—geez, I really need to learn another language." Melanie: "Bitte, helfen Sie mir doch... In Alborn sollten doch nur Äpfel gefeiert werden, wie kann so etwas Schreckliches passieren?" Hunter: "Apple festival... yeah, I caught 'Alborn' and 'Apfel'. Look, I can tell you're shaken up, but I really need a translator here." Melanie: "Verstehen Sie denn gar nichts? Der Mann ist einfach verschwunden!" Hunter: "Just stay right here, okay? Don't leave the cafe." Hunter: "Hunter speaking. ...What? Where? Damn it. I'm on my way." Hunter: "I gotta go. Duty calls. Please, just... stay in town, alright?" Melanie: "Warten Sie! Gehen Sie nicht! Was soll ich denn jetzt tun?"
created_at"2026-07-25T14:26:17.626Z" 7/25/2026, 2:26:17 PM
model"google/gemini-3.6-flash-20260721"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency629
moderation_latency(null)
generation_time4162
tokens_prompt306
tokens_completion488
native_tokens_prompt288
native_tokens_completion522
native_tokens_completion_images0
native_tokens_reasoning0
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"
usage0.004347
router(null)
provider_responses
0
endpoint_id"5d6d133d-a953-4781-a835-7ee76f4e1388"
id"icdkaq2IKtGU_uMPj5OcsQ4"
is_byokfalse
latency628
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-1784989577-3m6l8qyfjfuMLGTaIY2G"
session_id(null)
preset_id(null)
api_type"completions"
id"gen-1784989577-mBJP5MmmI5yXGeKtNJ4N"
upstream_id"icdkaq2IKtGU_uMPj5OcsQ4"
total_cost0.004347
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"Melanie"
dialogue"Ich fasse es immer noch nicht... Die schöne Landschaft, und dann das."
detectedLang"de"
heavyLang"de"
scores
de0.8502495840266223
nl0.6218487394957983
da0.4178525226390685
no0.402390438247012
sv0.4007989347536618
ca0.3935309973045822
pt0.3571428571428572
en0.35344827586206895
sk0.33234421364985167
fr0.2741935483870968
it0.267100977198697
es0.24623115577889448
lv0.21052631578947367
pl0.20353982300884957
is0.20212765957446807
hu0.1847826086956522
cs0.1818181818181818
et0.17431192660550457
lt0.16820702402957485
yo0.16356877323420074
eu0.15730337078651685
ms0.1346153846153846
tl0.1346153846153846
reliabletrue
passestrue
1
name"Hunter"
dialogue"Excuse me, ma'am. Mind if I sit? I'm Detective Hunter."
detectedLang"en"
heavyLang"en"
scores
en0.7272727272727273
no0.5684695051783659
da0.5370370370370371
sq0.5364647713226205
it0.5347394540942928
ro0.5167525773195877
ca0.5013297872340425
sv0.5
tl0.49664429530201337
fr0.48700410396716826
pt0.46120689655172414
es0.42748091603053434
et0.3961352657004831
nl0.37913907284768217
sl0.36332767402376914
hr0.35456110154905335
cs0.3206521739130435
de0.31444241316270566
hu0.29245283018867924
ms0.27606177606177607
tr0.25595238095238093
pl0.251497005988024
yo0.1883116883116883
fi0.16666666666666666
sk0.1610738255033557
be0.15730337078651685
az0.14383561643835618
is0.14383561643835618
lt0.14383561643835618
lv0.14383561643835618
uk0.14383561643835618
vi0.14383561643835618
reliabletrue
passestrue
2
name"Melanie"
dialogue"Bitte?"
detectedLang"de"
heavyLang"de"
scores
de0.823321554770318
et0.6932515337423313
nl0.6268656716417911
da0.6
it0.6
no0.6
reliablefalse
passestrue
3
name"Hunter"
dialogue"Right... well, I noticed you were out near the Miller farm yesterday around four, taking photos. Did you happen to see anything unusual? Anything out of the ordinary?"
detectedLang"en"
heavyLang"en"
scores
en0.8144168782965423
tl0.6476261127596439
no0.48897256589564286
fr0.4368701837581506
nl0.42528735632183906
da0.4221411192214112
sv0.37989556135770236
de0.3794905290659699
yo0.3528610354223433
et0.34797529169526425
it0.309593023255814
es0.29577464788732394
ca0.2899850523168909
sq0.2873218304576144
cs0.28625093914350114
is0.2846385542168675
lv0.28301886792452835
pl0.27866362946089596
sk0.2686682063125481
hr0.2607003891050583
tr0.2543171114599686
lt0.24841772151898736
pt0.24121405750798725
sl0.22258592471358432
hu0.20833333333333331
ro0.20368818105616093
ms0.19695688926458157
fi0.14027149321266968
az0.13793103448275862
eu0.07766990291262135
hi0.07497565725413825
be0.06862745098039216
uk0.06219151036525173
vi0.06219151036525173
reliabletrue
passestrue
4
name"Melanie"
dialogue"Oh, Deutsch? Sprechen Sie Deutsch? Ich verstehe Sie leider gar nicht."
detectedLang"de"
heavyLang"de"
scores
de0.8288403936670946
nl0.6043521266073195
lt0.39759036144578314
sv0.37694704049844235
da0.3640699523052464
pl0.3620414673046252
no0.35691318327974275
is0.3464052287581699
en0.34318555008210183
sk0.3254637436762226
ca0.2844364937388193
it0.26062846580406657
fr0.25925925925925924
az0.24242424242424243
ro0.24242424242424243
sl0.21568627450980393
et0.20948616600790515
cs0.2
hr0.16142557651991615
hu0.15254237288135594
tl0.14712153518123666
tr0.14712153518123666
es0.13606911447084233
pt0.13606911447084233
sq0.12854030501089325
reliabletrue
passestrue
5
name"Hunter"
dialogue"Look, miss, I just need a simple answer. A man went missing near that tree line. Did you see anyone walking toward the woods?"
detectedLang"en"
heavyLang"en"
scores
en0.8216833095577747
tl0.6448863636363635
sv0.47368421052631576
nl0.47294448348559376
no0.4639027877055039
da0.4533527696793003
et0.44526627218934917
ca0.43566591422121903
fr0.4052339413164156
pl0.3816982687551525
cs0.3438320209973753
yo0.3415276558384548
ro0.3339253996447602
is0.32493249324932494
sq0.3175614194722475
pt0.3169398907103825
de0.3087557603686636
ms0.30102516309412863
hr0.2964352720450282
it0.2890995260663507
es0.2711370262390671
lv0.24318869828456105
lt0.2416582406471183
hu0.2291880781089414
sk0.21218487394957983
az0.20886075949367086
sl0.1712707182320442
tr0.1638795986622074
fi0.15824915824915825
vi0.1506228765571914
be0.08536585365853659
eu0.08536585365853659
uk0.07749077490774908
reliabletrue
passestrue
6
name"Melanie"
dialogue"Es war so unheimlich... Ich wollte nur den Sonnenuntergang fotografieren, aber da war dieser Schatten. Jemand hat geschrien. Ich... ich hatte solche Angst und bin einfach weggerannt!"
detectedLang"de"
heavyLang"de"
scores
de0.8115063104409114
nl0.5590490797546012
no0.49428320140721194
da0.4940607127144742
sv0.3928194297782471
tr0.36004451864218145
ms0.32709186658864836
en0.32669789227166274
ca0.32193396226415094
it0.3105515587529976
eu0.28393524283935245
es0.26376440460947503
sl0.26329276105060856
sk0.23841059602649006
tl0.2353723404255319
ro0.23025435073627845
pl0.20689655172413793
fr0.20138888888888887
yo0.2008339124391939
hr0.18149466192170818
pt0.17739628040057226
lv0.1738505747126437
cs0.16545718432510886
et0.16485112563543936
lt0.15874177029992684
fi0.14434523809523808
is0.14434523809523808
hu0.1417910447761194
az0.12547528517110268
vi0.12347560975609757
sq0.10505836575875487
reliabletrue
passestrue
7
name"Hunter"
dialogue"Uh... shadow? You're pointing at the woods. Did you see a shadow?"
detectedLang"en"
heavyLang"en"
scores
en0.8005982053838484
tl0.6729354047424366
no0.50186799501868
da0.5006242197253433
fr0.42938659058487877
ro0.41348973607038125
it0.40119760479041916
nl0.3902439024390244
et0.36808846761453395
ms0.3670886075949367
yo0.3610223642172524
sv0.355877616747182
cs0.3442622950819672
pt0.34102141680395387
pl0.32998324958123953
hr0.30915371329879104
lt0.29577464788732394
hu0.2805755395683453
is0.2727272727272727
sq0.2727272727272727
de0.2687385740402194
ca0.2537313432835821
es0.24812030075187969
sk0.24528301886792453
sl0.1836734693877551
tr0.16142557651991615
az0.14893617021276595
eu0.14893617021276595
lv0.14893617021276595
vi0.14893617021276595
fi0.13606911447084233
reliabletrue
passestrue
8
name"Melanie"
dialogue"Ich habe versucht, ein Foto zu machen, aber meine Hände haben so gezittert! Sehen Sie? Alles verwackelt. Ich hätte der Polizei helfen sollen, aber ich wusste nicht, wie!"
detectedLang"de"
heavyLang"de"
scores
de0.8237704918032787
nl0.6050698016164585
no0.563894523326572
sv0.4119256017505471
da0.4090159428257284
fi0.3709771796372147
et0.36428149024246015
en0.3441122635753508
fr0.33188315724052203
it0.29921773142112124
pl0.29784454604833444
es0.2969260954872465
sk0.26671214188267395
ca0.2534722222222222
sl0.22883787661406027
ro0.22494592645998557
tl0.22270426608821406
sq0.21245421245421245
pt0.19895678092399405
tr0.19835943325876212
cs0.18867924528301885
hu0.1831306990881459
is0.17813455657492352
eu0.16277258566978192
lt0.13236481033091202
lv0.12387938060309699
hr0.12029459901800327
az0.11083540115798181
yo0.10491257285595336
vi0.08432708688245316
ms0.07087294727744166
reliabletrue
passestrue
9
name"Hunter"
dialogue"Okay, hold on. Show me the camera. May I see the camera?"
detectedLang"en"
heavyLang"en"
scores
en0.7882986913010007
tl0.7132429614181438
et0.6367239101717306
yo0.5716510903426791
sq0.5669291338582677
fr0.5627980922098569
it0.5621019108280255
ca0.5521172638436482
no0.5462046204620462
da0.544701986754967
nl0.5385906040268457
sv0.5200698080279231
ro0.47418738049713194
ms0.45972495088408644
hr0.45219123505976094
fi0.45
pl0.43298969072164945
es0.4222689075630252
cs0.39560439560439564
pt0.375
vi0.36194895591647336
sk0.3483412322274882
sl0.24242424242424243
hi0.233983286908078
de0.207492795389049
be0.20289855072463767
tr0.20289855072463767
hu0.19590643274853803
az0.1863905325443787
is0.1863905325443787
lt0.1863905325443787
lv0.1863905325443787
uk0.1863905325443787
reliabletrue
passestrue
10
name"Melanie"
dialogue"Nein, nein, nicht wegnehmen! Das ist mein einziges Beweismittel. Ich habe Angst, dass dieser Mann noch da draußen ist!"
detectedLang"de"
heavyLang"de"
scores
de0.8230844314299658
nl0.46016381236038717
no0.3179680150517403
pt0.28711897738446407
da0.25257731958762886
tr0.21195652173913043
pl0.19712070874861573
is0.17613636363636365
tl0.17048054919908467
eu0.14605418138987042
sk0.14605418138987042
sl0.14504716981132076
hr0.13997627520759193
it0.12965186074429771
lt0.12965186074429771
az0.12755716004813478
hi0.12755716004813478
lv0.12333736396614269
cs0.12121212121212122
sq0.12121212121212122
fi0.11800486618004866
hu0.11477411477411477
sv0.11477411477411477
en0.11260709914320685
yo0.09375000000000001
ro0.0845959595959596
es0.0799492385786802
vi0.0799492385786802
reliabletrue
passestrue
11
name"Hunter"
dialogue"I'm not trying to steal it, ma'am, I just—geez, I really need to learn another language."
detectedLang"en"
heavyLang"en"
scores
en0.799791086350975
tl0.5660377358490566
ro0.4508118433619866
da0.4481765834932822
no0.413265306122449
et0.3991640543364681
yo0.3869936034115139
lv0.36743674367436746
pl0.36323366555924697
hr0.3561030235162374
cs0.34210526315789475
lt0.33755760368663595
sq0.33526011560693636
ca0.3329466357308584
sk0.3203309692671395
sv0.29447852760736193
it0.2483660130718954
sl0.24242424242424243
es0.2414248021108179
de0.20689655172413793
tr0.20470262793914246
is0.203601108033241
ms0.20249653259361997
nl0.20249653259361997
az0.1797432239657632
pt0.1274658573596358
eu0.11944869831546708
be0.10852713178294573
fr0.10852713178294573
hu0.1043613707165109
uk0.0987460815047022
vi0.0987460815047022
reliabletrue
passestrue
12
name"Melanie"
dialogue"Bitte, helfen Sie mir doch... In Alborn sollten doch nur Äpfel gefeiert werden, wie kann so etwas Schreckliches passieren?"
detectedLang"de"
heavyLang"de"
scores
de0.8180163785259327
nl0.5703544575725027
no0.47333772218564846
it0.38414164742109314
en0.35846030473135526
da0.31682322801024765
sv0.3127147766323024
sl0.27601809954751133
pl0.25512104283054005
tl0.24314096499526963
ms0.23076923076923078
es0.2300288739172281
ro0.2172211350293542
yo0.21104536489151873
tr0.1991991991991992
fr0.19839679358717435
ca0.1927346115035318
et0.18200408997955012
is0.15164369034994699
eu0.11699779249448124
sk0.11699779249448124
pt0.11504424778761062
hr0.1111111111111111
vi0.11012235817575083
az0.09502262443438914
sq0.0888382687927107
reliabletrue
passestrue
13
name"Hunter"
dialogue"Apple festival... yeah, I caught 'Alborn' and 'Apfel'. Look, I can tell you're shaken up, but I really need a translator here."
detectedLang"en"
heavyLang"en"
scores
en0.7783180778032037
tl0.5658263305322129
nl0.4812583668005355
ca0.4759972954699121
no0.46844993141289437
it0.4595536959553696
sq0.45728291316526615
hr0.45190947666195197
fr0.44879089615931717
es0.4472182596291013
sv0.43636363636363634
de0.4326500732064422
ro0.42930780559646536
da0.4284660766961652
pt0.42207307979120057
cs0.4133232399697199
et0.3954758190327613
pl0.3912018853102907
sl0.3724696356275304
az0.3673469387755102
sk0.3673469387755102
ms0.3520066889632107
lt0.3409863945578231
lv0.296094459582198
yo0.2824074074074074
hu0.27230046948356806
tr0.2702448210922787
vi0.22188755020080322
is0.15115005476451257
eu0.15021929824561403
fi0.13984461709211987
be0.08284023668639054
uk0.07517899761336516
reliabletrue
passestrue
14
name"Melanie"
dialogue"Verstehen Sie denn gar nichts? Der Mann ist einfach verschwunden!"
detectedLang"de"
heavyLang"de"
scores
de0.8357289527720739
nl0.5192307692307693
no0.4805194805194805
da0.4143484626647145
is0.39849624060150374
tr0.34959349593495936
hu0.3055555555555556
sv0.28698752228163993
es0.26335174953959484
sq0.25788497217068646
eu0.22330097087378642
pl0.21875
hi0.20948616600790515
cs0.2
fi0.18032786885245902
lt0.16142557651991615
it0.15254237288135594
en0.13606911447084233
fr0.13606911447084233
pt0.13606911447084233
az0.12854030501089325
ca0.12854030501089325
ro0.12854030501089325
reliabletrue
passestrue
15
name"Hunter"
dialogue"Just stay right here, okay? Don't leave the cafe."
detectedLang"en"
heavyLang"en"
scores
en0.8058252427184466
tl0.5774647887323944
yo0.37629937629937626
sv0.375
sq0.3723849372384937
no0.3603411513859275
da0.336283185840708
fr0.336283185840708
et0.2537313432835821
nl0.21875
ms0.20634920634920634
ca0.20424403183023873
de0.19786096256684493
reliabletrue
passestrue
16
name"Hunter"
dialogue"Hunter speaking. ...What? Where? Damn it. I'm on my way."
detectedLang"en"
heavyLang"en"
scores
en0.8157894736842104
tl0.6388028895768834
fr0.4186046511627907
de0.41275167785234906
sq0.38917975567190227
pl0.3346007604562738
nl0.32038834951456313
no0.31906614785992216
cs0.3150684931506849
sk0.3150684931506849
ca0.3110236220472441
et0.3055555555555556
yo0.3013972055888224
fi0.3
ms0.29435483870967744
sv0.28716904276985744
pt0.2768595041322314
hr0.2009132420091324
lt0.19908466819221968
lv0.19724770642201836
hi0.1935483870967742
da0.1898148148148148
is0.16864608076009502
it0.15254237288135594
ro0.14425427872860636
sl0.14425427872860636
tr0.14425427872860636
reliabletrue
passestrue
17
name"Hunter"
dialogue"I gotta go. Duty calls. Please, just... stay in town, alright?"
detectedLang"en"
heavyLang"en"
scores
en0.7702205882352942
it0.5508982035928144
tl0.5432399512789281
sv0.5306633291614518
de0.5148771021992239
ro0.4695898161244696
yo0.46504992867332384
pl0.4588744588744588
ca0.4469026548672566
no0.3686868686868687
da0.36224489795918363
hu0.3181818181818182
et0.3055555555555556
nl0.2937853107344633
sl0.29111531190926276
az0.2816091954022989
hr0.2704280155642024
sq0.2632612966601179
fi0.2299794661190965
cs0.21875
es0.20042643923240938
ms0.16666666666666666
fr0.1648106904231626
sk0.1610738255033557
be0.15730337078651685
tr0.15730337078651685
is0.14383561643835618
lt0.14383561643835618
lv0.14383561643835618
uk0.14383561643835618
vi0.14383561643835618
reliabletrue
passestrue
18
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