Run: 2026-07-25-01KYCSSK8MT72M935P48X1NN3K

Run Details

Model:
Gemini 3.6 Flash (Reasoning)
Test:
Language Writing
Scenario:
Character dialogue (German) in a story
Duration:
10.3s
Cost:
$0.012927
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 sit for a second? I'm Detective Hunter." Melanie: "Oh... Guten Tag? Kann ich Ihnen helfen?" Hunter: "I'm looking into the disappearance from last night near the apple orchards. You were out taking pictures around dusk, right? Did you happen to see anything unusual?" Melanie: "Es tut mir leid, ich... ich verstehe Sie nicht. Sprechen Sie Deutsch?" Hunter: "Uh... right. Look, ma'am—Melanie, is it? The barista told me your name. Do you speak any English? *Englisch*?" Melanie: "Nein, kein Englisch! Ich... ich bin erst seit einer Woche hier. Aber sehen Sie! Das Foto... da war jemand bei den alten Apfelbäumen." Hunter: "Whoa, slow down. I don't understand a word of that. Is that German? You sound pretty shaken up, though. What's wrong?" Melanie: "Hier, schauen Sie doch! Ich habe das Nebelmotiv fotografiert, und plötzlich... da war diese Gestalt. Und dann war sie einfach weg! Wie vom Erdboden verschluckt!" Hunter: "Hold on. You're pointing at your camera. Did you take a picture of something out there?" Melanie: "Bitte, Sie müssen mir glauben! Ich habe solche Angst bekommen. Das war keine normale Person... irgendwas stimmt hier in dieser Stadt nicht!" Hunter: "Easy, easy. Just let me see the screen—" Hunter: "Hunter here... What? Where? Down by the creek on County Road 7? Are you sure it's his hat?" Melanie: "Ist alles in Ordnung? Was ist passiert?" Hunter: "Copy that. Lock down the perimeter, I'm two minutes out." Hunter: "Listen to me, Melanie. I have to go right now. Official business. But stay right here, okay? Don't delete those photos on your camera. *Fotos*... *hier bleiben*. Got it?" Melanie: "Warten Sie! Gehen Sie nicht! Was ist denn los?" Hunter: "I'll be back with someone from the station who speaks German. Just... don't go anywhere."
created_at"2026-07-25T14:10:18.012Z" 7/25/2026, 2:10:18 PM
model"google/gemini-3.6-flash-20260721"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency1413
moderation_latency(null)
generation_time10249
tokens_prompt306
tokens_completion975
native_tokens_prompt288
native_tokens_completion1666
native_tokens_completion_images0
native_tokens_reasoning1177
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"
usage0.012927
router(null)
provider_responses
0
endpoint_id"5d6d133d-a953-4781-a835-7ee76f4e1388"
id"ysNkavHmBLPGjMcP5b2xMA"
is_byokfalse
latency1413
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-1784988618-tnBRdrflAFzuIOrCkld7"
session_id(null)
preset_id(null)
api_type"completions"
id"gen-1784988618-xwjXZXLVFp6jepAc7Wzl"
upstream_id"ysNkavHmBLPGjMcP5b2xMA"
total_cost0.012927
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 sit for a second? I'm Detective Hunter."
detectedLang"en"
heavyLang"en"
scores
en0.7588832487309645
no0.6031746031746031
tl0.5994940978077572
it0.5855148342059336
da0.5836985100788782
fr0.5747538048343778
ro0.5642201834862386
pt0.5352250489236791
ca0.5192307692307693
sq0.5158002038735984
sv0.47973713033954
es0.4644870349492672
nl0.4405182567726737
hr0.4010088272383354
hu0.39567430025445294
cs0.39413265306122447
et0.39413265306122447
sl0.3902439024390244
de0.33473389355742295
pl0.3271954674220963
ms0.302496328928047
tr0.302496328928047
yo0.302496328928047
sk0.2983751846381093
lt0.23387096774193547
fi0.22512234910277326
is0.22512234910277326
az0.21875
lv0.21875
vi0.21875
be0.12844036697247707
eu0.12844036697247707
uk0.1171003717472119
reliabletrue
passestrue
1
name"Melanie"
dialogue"Oh... Guten Tag? Kann ich Ihnen helfen?"
detectedLang"de"
heavyLang"de"
scores
de0.8101746393318148
nl0.5674740484429065
no0.39320388349514557
sv0.39320388349514557
eu0.34725848563968675
sk0.3315508021390375
pl0.3150684931506849
fi0.28366762177650434
da0.2378048780487805
is0.2378048780487805
reliabletrue
passestrue
2
name"Hunter"
dialogue"I'm looking into the disappearance from last night near the apple orchards. You were out taking pictures around dusk, right? Did you happen to see anything unusual?"
detectedLang"en"
heavyLang"en"
scores
en0.8033431661750245
tl0.624765478424015
fr0.45916711736073557
nl0.4026284348864994
no0.4004796163069544
de0.37694704049844235
da0.35691318327974275
et0.34253780407626566
sv0.28366762177650434
yo0.2737835875090778
ms0.24868519909842227
sq0.23547400611620795
es0.2260061919504644
cs0.2163009404388715
sk0.20760697305863707
sl0.20318725099601595
pl0.19419822723609995
it0.18633034987794952
pt0.17149958574979288
lv0.17012448132780084
hr0.14893617021276595
ca0.1452991452991453
ro0.13194444444444445
lt0.09420289855072464
hu0.08592321755027423
tr0.07918968692449356
fi0.07407407407407407
is0.06629318394024276
reliabletrue
passestrue
3
name"Melanie"
dialogue"Es tut mir leid, ich... ich verstehe Sie nicht. Sprechen Sie Deutsch?"
detectedLang"de"
heavyLang"de"
scores
de0.835593916974928
nl0.43582510578279265
ca0.43342776203966005
lt0.39209726443769
pl0.3620414673046252
es0.3442622950819672
sk0.3254637436762226
hr0.30675909878682844
hu0.30313588850174217
sv0.2920353982300885
da0.2687385740402194
it0.26062846580406657
no0.25925925925925924
is0.2537313432835821
en0.24812030075187969
lv0.23076923076923078
sl0.21568627450980393
cs0.2
fr0.13606911447084233
pt0.13606911447084233
az0.12854030501089325
ro0.12854030501089325
sq0.12854030501089325
reliabletrue
passestrue
4
name"Hunter"
dialogue"Uh... right. Look, ma'am—Melanie, is it? The barista told me your name. Do you speak any English? Englisch?"
detectedLang"en"
heavyLang"en"
scores
en0.7638081395348837
tl0.5814552479072762
nl0.4984567901234568
ms0.4663382594417077
sq0.42882249560632685
de0.42781690140845074
yo0.4117647058823529
pl0.3486973947895792
hr0.344758064516129
no0.344758064516129
pt0.3387589013224822
sk0.33605720122574056
sl0.29729729729729726
cs0.29653679653679654
fr0.27211646136618145
ro0.2655367231638418
da0.2562929061784897
hu0.2562929061784897
ca0.2537313432835821
sv0.25287356321839083
es0.22526817640047678
fi0.22526817640047678
it0.20634920634920634
et0.19554455445544552
is0.19254658385093168
lv0.18648310387984982
vi0.14586070959264125
eu0.10714285714285714
lt0.08321579689703808
reliabletrue
passestrue
5
name"Melanie"
dialogue"Nein, kein Englisch! Ich... ich bin erst seit einer Woche hier. Aber sehen Sie! Das Foto... da war jemand bei den alten Apfelbäumen."
detectedLang"de"
heavyLang"de"
scores
de0.8215480704885122
nl0.4788273615635179
no0.43820224719101125
da0.4370161857846587
sv0.3485342019543974
en0.3474714518760196
pt0.34318555008210183
fr0.3305439330543933
ms0.3305439330543933
eu0.31212381771281167
es0.30855661192739847
pl0.3061578490893322
ro0.29577464788732394
tr0.28507596067917784
it0.27732610659439927
sl0.24457034938621341
sk0.2438563327032136
hr0.23736892278360344
yo0.16926272066458983
cs0.16054564533053514
lt0.15343915343915343
tl0.14346895074946467
ca0.13232104121475055
az0.11699779249448124
fi0.0990990990990991
lv0.07300115874855156
vi0.07300115874855156
et0.06868451688009314
reliabletrue
passestrue
6
name"Hunter"
dialogue"Whoa, slow down. I don't understand a word of that. Is that German? You sound pretty shaken up, though. What's wrong?"
detectedLang"en"
heavyLang"en"
scores
en0.8153164245259787
tl0.5897155361050328
nl0.5198463508322664
no0.484181568088033
sv0.43138741470811215
ro0.41905499612703334
da0.40570522979397783
yo0.36921783010933557
ca0.36278674596431604
de0.3578767123287671
cs0.34725848563968675
sk0.3444055944055944
is0.3438320209973753
it0.3438320209973753
hu0.3345164152617569
sq0.3150684931506849
hr0.31255728689275897
pl0.2917847025495751
vi0.2767598842815815
es0.2654260528893242
pt0.2323439099283521
lv0.2291880781089414
ms0.22680412371134018
tr0.22440537745604963
az0.21301154249737672
fi0.20718816067653278
sl0.1935483870967742
be0.1847826086956522
lt0.16201117318435754
et0.14383561643835618
fr0.13494809688581316
eu0.08536585365853659
uk0.07749077490774908
reliabletrue
passestrue
7
name"Melanie"
dialogue"Hier, schauen Sie doch! Ich habe das Nebelmotiv fotografiert, und plötzlich... da war diese Gestalt. Und dann war sie einfach weg! Wie vom Erdboden verschluckt!"
detectedLang"de"
heavyLang"de"
scores
de0.8089300080450523
nl0.5230923694779117
pt0.3741765480895916
no0.36918990703851257
ro0.36412315930388217
pl0.34027777777777785
it0.33051444679351655
ca0.32814710042432815
sv0.3120926864590876
es0.2988929889298893
hr0.2899850523168909
da0.2824773413897281
is0.26640926640926643
sk0.258391881342701
lt0.24060751398880897
fr0.23387096774193547
sl0.21487603305785125
en0.2030201342281879
tr0.19491525423728812
az0.1908006814310051
cs0.18872758326216907
sq0.16958041958041958
ms0.1211840888066605
eu0.11545623836126628
et0.11380597014925374
lv0.11380597014925374
fi0.10207939508506617
yo0.07317073170731707
hu0.07045009784735812
tl0.06219151036525173
vi0.06219151036525173
reliabletrue
passestrue
8
name"Hunter"
dialogue"Hold on. You're pointing at your camera. Did you take a picture of something out there?"
detectedLang"en"
heavyLang"en"
scores
en0.821481701874442
tl0.7001499250374813
de0.4787141615986099
fr0.46428571428571425
ro0.4633273703041145
it0.460431654676259
da0.42028985507246375
no0.40119760479041916
ms0.3890020366598778
yo0.38650306748466257
nl0.3839835728952772
hr0.3704092339979014
ca0.35965848452508004
es0.33993399339933994
cs0.3220338983050847
pt0.3220338983050847
pl0.318955732122588
sl0.29245283018867924
is0.28486293206197855
sv0.2727272727272727
sq0.269183922046285
et0.26560587515299877
fi0.26199261992619927
sk0.2546583850931677
lt0.21875
hu0.20634920634920634
hi0.12280701754385964
tr0.1137370753323486
az0.1044776119402985
eu0.1044776119402985
lv0.1044776119402985
vi0.1044776119402985
reliabletrue
passestrue
9
name"Melanie"
dialogue"Bitte, Sie müssen mir glauben! Ich habe solche Angst bekommen. Das war keine normale Person... irgendwas stimmt hier in dieser Stadt nicht!"
detectedLang"de"
heavyLang"de"
scores
de0.8279920333152272
nl0.5537811178957257
no0.4662921348314607
da0.46236559139784944
it0.428743235117258
sv0.41824862216778935
en0.40587867417135703
ro0.35153583617747436
pl0.3452791178497588
fr0.32814710042432815
et0.30402930402930406
pt0.27866362946089596
ms0.27756653992395436
sq0.26810477657935283
az0.2566510172143975
tl0.23387096774193547
hr0.22952149229521493
sl0.2263843648208469
sk0.2030201342281879
tr0.1908006814310051
cs0.18664383561643835
ca0.1387126019945603
es0.1371480472297911
lv0.13003663003663005
fi0.12923923006416133
lt0.12442396313364056
is0.12361623616236161
yo0.08477842003853564
eu0.06588003933136675
hu0.06219151036525173
reliabletrue
passestrue
10
name"Hunter"
dialogue"Easy, easy. Just let me see the screen—"
detectedLang"en"
heavyLang"en"
scores
en0.8153277931671283
et0.6472663139329806
tl0.5824634655532359
nl0.5680345572354212
no0.5661605206073753
sq0.5305164319248826
sl0.4910941475826972
sv0.47368421052631576
es0.46949602122015915
fr0.45799457994579945
ms0.44751381215469616
fi0.4428969359331476
da0.43661971830985913
cs0.358974358974359
yo0.3485342019543974
pt0.3055555555555556
it0.2857142857142857
ca0.2779783393501805
reliabletrue
passestrue
11
name"Hunter"
dialogue"Hunter here... What? Where? Down by the creek on County Road 7? Are you sure it's his hat?"
detectedLang"en"
heavyLang"en"
scores
en0.8322683706070289
tl0.5418848167539267
no0.4006849315068493
sq0.375
de0.36286407766990286
cs0.3510506798516687
fr0.33035714285714285
nl0.31994818652849744
da0.31906614785992216
sk0.2866847826086956
ro0.2827868852459016
pl0.2778541953232462
yo0.25742574257425743
ca0.23133235724743775
et0.22680412371134018
fi0.2222222222222222
sv0.21991084695393756
ms0.20694864048338368
tr0.20694864048338368
es0.1758241758241758
hr0.1435562805872757
hu0.1435562805872757
hi0.13793103448275862
it0.10714285714285714
pt0.10714285714285714
sl0.10102739726027396
reliabletrue
passestrue
12
name"Melanie"
dialogue"Ist alles in Ordnung? Was ist passiert?"
detectedLang"de"
heavyLang"de"
scores
de0.8297002724795639
nl0.6951219512195121
it0.6693121693121694
en0.6463932107496464
no0.6323529411764706
da0.5784148397976391
fr0.5543672014260249
sv0.51171875
et0.5029821073558649
ms0.4897959183673469
ca0.4541484716157206
yo0.4117647058823529
tl0.3946731234866829
sl0.3811881188118812
ro0.36224489795918363
hi0.29775280898876405
pt0.2937853107344633
tr0.2732558139534884
az0.251497005988024
pl0.251497005988024
es0.24242424242424243
fi0.21875
is0.20634920634920634
reliabletrue
passestrue
13
name"Hunter"
dialogue"Copy that. Lock down the perimeter, I'm two minutes out."
detectedLang"en"
heavyLang"en"
scores
en0.7836218375499334
tl0.618096357226792
no0.5015337423312883
fr0.48657187993680884
sv0.48412698412698413
nl0.4766505636070853
da0.4715447154471545
ms0.4715447154471545
sq0.4619205298013245
et0.4472789115646259
de0.40693430656934304
ca0.4014732965009208
es0.37858508604206503
pt0.365234375
ro0.3128964059196617
fi0.30406852248394006
sk0.30406852248394006
it0.2995689655172413
sl0.2903930131004367
hr0.2793791574279379
lt0.27293064876957496
tr0.2696629213483146
yo0.2476851851851852
cs0.1875
pl0.16237113402061853
lv0.15364583333333331
reliabletrue
passestrue
14
name"Hunter"
dialogue"Listen to me, Melanie. I have to go right now. Official business. But stay right here, okay? Don't delete those photos on your camera. Fotos... hier bleiben. Got it?"
detectedLang"en"
heavyLang"en"
scores
en0.7771339425005571
tl0.6250468691413573
da0.529854254818994
fr0.5265151515151516
de0.524488825487399
no0.47285187137585666
ro0.4547437295528899
sq0.4529540481400437
it0.43977591036414565
es0.4279176201372997
nl0.421631000578369
ca0.4209612044006949
pl0.4189424753050552
cs0.4033412887828162
sv0.36828806064434616
pt0.3630573248407643
lv0.36143039591315457
sk0.350227420402859
yo0.34469200524246396
hr0.3265993265993266
et0.3103448275862069
fi0.2922859164897381
sl0.2907801418439716
ms0.2867332382310985
hu0.24528301886792453
lt0.2366412213740458
tr0.21996879875195008
hi0.13867355727820846
is0.11738746690203002
az0.1087344028520499
eu0.10474485228290062
be0.06542056074766354
uk0.059266227657572904
vi0.059266227657572904
reliabletrue
passestrue
15
name"Melanie"
dialogue"Warten Sie! Gehen Sie nicht! Was ist denn los?"
detectedLang"de"
heavyLang"de"
scores
de0.8434832100170746
nl0.6333333333333333
es0.46393762183235865
pl0.4387755102040817
eu0.41983122362869196
fi0.38478747203579416
tr0.3735763097949886
ca0.3648960739030023
en0.3529411764705882
hi0.27821522309711283
cs0.26666666666666666
no0.25675675675675674
da0.2506811989100818
sv0.2445054945054945
yo0.2403314917127072
ms0.22096317280453256
reliabletrue
passestrue
16
name"Hunter"
dialogue"I'll be back with someone from the station who speaks German. Just... don't go anywhere."
detectedLang"en"
heavyLang"en"
scores
en0.8169717138103162
tl0.6453900709219859
yo0.45
sv0.4393476044852191
de0.3834080717488789
nl0.359720605355064
et0.3529411764705882
sq0.3475682087781732
fr0.34523809523809523
ms0.3413173652694611
da0.32432432432432434
no0.314214463840399
ro0.30203045685279184
it0.2537313432835821
lt0.2537313432835821
pl0.23717059639389734
ca0.22644163150492264
es0.21203438395415475
az0.19472913616398244
tr0.18998527245949925
hu0.17541229385307347
fi0.12974683544303797
pt0.12420382165605094
zh0.12280701754385964
cs0.10277324632952692
hr0.10277324632952692
lv0.10277324632952692
sl0.10277324632952692
sk0.09688013136288999
reliabletrue
passestrue