Run: 2026-07-25-01KYCTX7BEQTBTJKA9QG584DAT

Run Details

Model:
Gemini 3.6 Flash (Reasoning)
Test:
Language Writing
Scenario:
Character dialogue (Spanish) in a story
Duration:
11.4s
Cost:
$0.015141
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="Maria"> Maria is a 30-year old college student on a study abroad program. Born in Spain, she is fluent in Spanish 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 Spanish, 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: Maria 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 Spanish, and Hunter looks confused. They talk for a while, until Hunter gets a call and has to leave. Return the dialogue between Maria and Hunter as a voice sheet: Maria: "..." Hunter: "..."

Model response

AI
Hunter: "Excuse me, miss. Detective Hunter. Mind if I ask you a few questions?" Maria: "¿Qué? Ah, lo siento... no entiendo. ¿Ocurre algo?" Hunter: "Police. Detective. I'm investigating a disappearance from last night near the apple orchards. Did you happen to see anything unusual around eight o'clock?" Maria: "¡El huerto de manzanas! Sí, sí... yo estuve allí tomando fotos del atardecer. Pero... pero ocurrió algo terrible. Vi a alguien extraño entre los árboles." Hunter: "Whoa, slow down there. I don't speak... Spanish, right? Do you speak any English at all?" Maria: "No hablo inglés, lo siento. Pero mire, ¡mire la pantalla de mi cámara! Hay una sombra... una persona corriendo hacia la niebla. Tuve tanto miedo que salí huyendo." Hunter: "Look, I just need to know if you saw a blue pickup truck. Or a man wearing a brown canvas jacket? Truck? Man?" Maria: "Por favor, señor detective, tiene que mirar la foto. No sé qué pasó, pero esa persona llevaba arrastrando algo pesado... ¡Todavía me tiemblan las manos!" Hunter: "You're clearly shaken up about something, but I can't understand a single word. Is there anyone in this cafe who speaks Spanish? Anyone?" Maria: "¿Traductor? No... no hay nadie aquí. Mire, por favor, toque la cámara... la foto número cuarenta y tres." Hunter: "Hold on, let me see if I can pull up a translation app on my—" Maria: "¡Sí, busque ayuda, por favor! Creo que esa persona estaba en peligro." Hunter: "Hunter here... What? Miller, slow down. Where? By the creek behind the festival grounds? I'm five minutes away." Maria: "¿Se va? Pero... ¿no va a mirar las imágenes?" Hunter: "Look, miss—stay right here in the cafe. Do not leave. I'm going to come back with someone from the station who can translate for us. Understand? Stay." Maria: "No entiendo qué me dice... pero por favor, tenga mucho cuidado, señor."
created_at"2026-07-25T14:29:45.464Z" 7/25/2026, 2:29:45 PM
model"google/gemini-3.6-flash-20260721"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency1462
moderation_latency(null)
generation_time11289
tokens_prompt304
tokens_completion1071
native_tokens_prompt284
native_tokens_completion1962
native_tokens_completion_images0
native_tokens_reasoning1478
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"
usage0.015141
router(null)
provider_responses
0
endpoint_id"5d6d133d-a953-4781-a835-7ee76f4e1388"
id"WchkatjuJarrjMcPv8mS2AY"
is_byokfalse
latency1462
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-1784989785-CbyvSDpY74H1an7MhljF"
session_id(null)
preset_id(null)
api_type"completions"
id"gen-1784989785-N0HkBpiG1wGuxhOASuw6"
upstream_id"WchkatjuJarrjMcPv8mS2AY"
total_cost0.015141
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, miss. Detective Hunter. Mind if I ask you a few questions?"
detectedLang"en"
heavyLang"en"
scores
en0.7938368055555556
fr0.6334876543209876
it0.6230158730158729
tl0.6041666666666666
ca0.5796460176991151
pt0.572072072072072
ro0.5320197044334976
sq0.5158002038735984
es0.5067497403946002
no0.49414270500532487
sv0.47973713033954
nl0.45652173913043476
cs0.4489559164733179
da0.4424882629107981
hr0.4010088272383354
hu0.39567430025445294
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"Maria"
dialogue"¿Qué? Ah, lo siento... no entiendo. ¿Ocurre algo?"
detectedLang"es"
heavyLang"es"
scores
es0.8143564356435643
pt0.6957403651115619
it0.6420047732696896
ca0.5081967213114754
lt0.4117647058823529
en0.3939393939393939
sk0.39271255060728744
tl0.38271604938271603
fr0.3492407809110629
yo0.3135011441647597
lv0.30394431554524365
hr0.2518703241895262
no0.24433249370277077
cs0.23857868020304565
fi0.23273657289002556
vi0.23273657289002556
eu0.22680412371134018
tr0.22680412371134018
et0.20424403183023873
nl0.20424403183023873
pl0.2
reliabletrue
passestrue
2
name"Hunter"
dialogue"Police. Detective. I'm investigating a disappearance from last night near the apple orchards. Did you happen to see anything unusual around eight o'clock?"
detectedLang"en"
heavyLang"en"
scores
en0.7952018724400234
tl0.6595330739299611
fr0.5481927710843374
nl0.4801980198019802
no0.47526236881559225
it0.46428571428571425
de0.4587628865979381
ro0.45482866043613707
da0.44881889763779526
es0.44029850746268656
pt0.43699731903485256
cs0.4299674267100977
hr0.40878378378378377
sv0.39095127610208813
et0.3761140819964349
ms0.375
sl0.3746277546158428
sk0.3697478991596639
sq0.3644067796610169
ca0.3375394321766561
yo0.3208279430789133
lt0.2753623188405797
lv0.2505353319057816
pl0.23802612481857763
hu0.23636363636363636
az0.2003046458492003
is0.16864608076009502
fi0.1640127388535032
eu0.13509060955518945
tr0.12427022518765637
vi0.0625
reliabletrue
passestrue
3
name"Maria"
dialogue"¡El huerto de manzanas! Sí, sí... yo estuve allí tomando fotos del atardecer. Pero... pero ocurrió algo terrible. Vi a alguien extraño entre los árboles."
detectedLang"es"
heavyLang"es"
scores
es0.7856267864434463
ca0.6462264150943396
pt0.6179039301310044
fr0.4954348870735223
it0.49299855142443266
tl0.4482396216500263
sv0.3989696622781912
en0.3951612903225807
ro0.38988959907030796
da0.3462017434620174
no0.3346007604562738
nl0.3251928020565552
de0.31640625
yo0.3023255813953488
hu0.29577464788732394
lv0.279835390946502
ms0.2402315484804631
lt0.23301680058436813
pl0.23076923076923078
et0.21700223713646533
hr0.21348314606741572
sk0.20694864048338368
cs0.2033383915022762
sq0.2033383915022762
az0.19540229885057472
sl0.19540229885057472
tr0.1891891891891892
vi0.13934426229508196
eu0.11764705882352942
fi0.10409556313993173
is0.06666666666666668
reliabletrue
passestrue
4
name"Hunter"
dialogue"Whoa, slow down there. I don't speak... Spanish, right? Do you speak any English at all?"
detectedLang"en"
heavyLang"en"
scores
en0.8129009265858874
tl0.5735174654752234
no0.5402802101576182
da0.5028409090909091
de0.47864945382323737
sq0.47813121272365805
sv0.4081172491544532
hr0.38668224299065423
cs0.37574316290130794
ca0.34045226130653267
pl0.33879093198992444
ro0.3155149934810952
yo0.31282722513089006
sk0.279835390946502
it0.26264044943820225
vi0.24892703862660948
pt0.2290748898678414
et0.22337278106508876
hu0.2081447963800905
sl0.18604651162790697
nl0.13223140495867766
fr0.12353923205342236
ms0.12060301507537688
be0.11764705882352942
tr0.11764705882352942
az0.10714285714285714
is0.10714285714285714
lt0.10714285714285714
lv0.10714285714285714
uk0.10714285714285714
reliabletrue
passestrue
5
name"Maria"
dialogue"No hablo inglés, lo siento. Pero mire, ¡mire la pantalla de mi cámara! Hay una sombra... una persona corriendo hacia la niebla. Tuve tanto miedo que salí huyendo."
detectedLang"es"
heavyLang"es"
scores
es0.7878659312685617
ca0.6297667530544242
it0.6294924045942942
pt0.622356495468278
tl0.4954591321897074
fr0.4887525562372188
ro0.4209612044006949
sk0.34340118187787255
tr0.32432432432432434
sq0.3197278911564626
lv0.3055555555555556
no0.3055555555555556
yo0.2912827781715096
en0.2877492877492877
nl0.2711370262390671
hu0.258160237388724
cs0.2537313432835821
pl0.2475545522949586
vi0.2401215805471125
de0.2295839753466872
et0.22660479505027067
lt0.21996879875195008
sv0.21445404556166536
ms0.19549477071600965
hr0.19224555735056545
fi0.1687448046550291
da0.1638795986622074
sl0.15325994919559696
eu0.13867355727820846
is0.1341991341991342
az0.1087344028520499
reliabletrue
passestrue
6
name"Hunter"
dialogue"Look, I just need to know if you saw a blue pickup truck. Or a man wearing a brown canvas jacket? Truck? Man?"
detectedLang"en"
heavyLang"en"
scores
en0.7904793831713041
tl0.6603260869565218
sv0.5513280689160086
ca0.4791666666666667
da0.4747899159663866
no0.46259673258813416
cs0.4164332399626517
de0.410933081998115
nl0.375
et0.3699596774193548
hr0.3699596774193548
pl0.3693239152371342
lv0.36740890688259115
lt0.3543388429752066
yo0.3543388429752066
sk0.3482794577685088
ms0.28977272727272724
it0.2774566473988439
ro0.2681498829039813
hu0.26297169811320753
sl0.25239234449760767
sq0.24789410348977134
fr0.2378048780487805
tr0.19041450777202074
pt0.1830065359477124
is0.18086500655307994
az0.17546174142480211
vi0.17546174142480211
es0.17437252311756934
be0.10071942446043164
eu0.10071942446043164
fi0.09156976744186046
uk0.09156976744186046
reliabletrue
passestrue
7
name"Maria"
dialogue"Por favor, señor detective, tiene que mirar la foto. No sé qué pasó, pero esa persona llevaba arrastrando algo pesado... ¡Todavía me tiemblan las manos!"
detectedLang"es"
heavyLang"es"
scores
es0.8021351003129027
pt0.6409485637942551
it0.5932652289065456
ca0.5749308026888098
tl0.4667658730158731
fr0.4556962025316456
sq0.45068983137455293
no0.4365828092243187
en0.4294055201698514
ro0.4192328471096704
sv0.30375647668393785
nl0.2973856209150327
lv0.29183135704874835
da0.25913163335630596
sl0.2539902845246357
yo0.2519137091162143
sk0.2147552958363769
et0.21071953010279001
hr0.21013960323291697
is0.20897718910963944
ms0.2066420664206642
pl0.19835943325876212
cs0.19415292353823088
de0.17116422513492677
eu0.1568627450980392
tr0.12601626016260162
fi0.1231647634584013
lt0.12173202614379085
vi0.0724762726488352
hu0.05536028119507908
az0.05202821869488536
reliabletrue
passestrue
8
name"Hunter"
dialogue"You're clearly shaken up about something, but I can't understand a single word. Is there anyone in this cafe who speaks Spanish? Anyone?"
detectedLang"en"
heavyLang"en"
scores
en0.8226251478123767
tl0.5633187772925764
nl0.5035852178709321
no0.45750452079566006
sv0.4561933534743202
de0.4538834951456311
ro0.40594059405940597
da0.39312204989885363
it0.336283185840708
hu0.33234421364985167
yo0.3150684931506849
pl0.30394431554524365
sq0.2879746835443038
sk0.2857142857142857
ca0.27594529364440873
cs0.2628992628992629
is0.2524916943521595
ms0.24874791318864775
fr0.23922231614539302
et0.22746781115879824
hr0.21807124239791487
sl0.21328671328671328
pt0.1949910554561717
az0.19427036705461057
es0.1891891891891892
tr0.14040114613180515
lt0.13875598086124402
lv0.1287512100677638
vi0.1287512100677638
be0.07216494845360825
eu0.07216494845360825
fi0.06542056074766354
uk0.06542056074766354
reliabletrue
passestrue
9
name"Maria"
dialogue"¿Traductor? No... no hay nadie aquí. Mire, por favor, toque la cámara... la foto número cuarenta y tres."
detectedLang"es"
heavyLang"es"
scores
es0.8000615195324515
ca0.6786950074147305
pt0.6463547334058759
fr0.568679495686795
it0.5202952029520296
tl0.5199409158050221
ro0.5149253731343284
en0.4472789115646259
no0.4159928122192273
sq0.406392694063927
nl0.3981481481481482
pl0.37137330754352027
lv0.34010152284263956
vi0.3319630010277493
sk0.3257261410788381
hr0.3150684931506849
sl0.2903930131004367
da0.2896174863387978
cs0.2388758782201405
sv0.23076923076923078
tr0.20245398773006135
yo0.2004920049200492
de0.15803108808290156
et0.15364583333333331
eu0.11684782608695651
az0.10714285714285714
lt0.08835904628330996
ms0.08835904628330996
reliabletrue
passestrue
10
name"Hunter"
dialogue"Hold on, let me see if I can pull up a translation app on my—"
detectedLang"en"
heavyLang"en"
scores
en0.8040571692023974
tl0.6164259927797834
da0.6146872166817771
fr0.6132848043676069
et0.586977648202138
cs0.5724346076458753
sv0.5720040281973817
ca0.5526315789473685
sq0.5385450597176982
pl0.5288248337028825
de0.5213963963963963
nl0.5175936435868331
yo0.5153933865450399
no0.5120551090700345
sk0.5005875440658049
hr0.48609431680773885
it0.47400990099009904
fi0.46540880503144655
tr0.45652173913043476
sl0.44589308996088656
ro0.42333785617367703
es0.4225543478260869
pt0.4201909959072306
az0.3876080691642651
hu0.3441358024691358
vi0.34210526315789475
lt0.3328100470957614
ms0.3264659270998415
lv0.32
is0.24511545293072823
eu0.24377224199288253
hi0.1650294695481336
zh0.1533864541832669
be0.1414141414141414
uk0.1290983606557377
reliabletrue
passestrue
11
name"Maria"
dialogue"¡Sí, busque ayuda, por favor! Creo que esa persona estaba en peligro."
detectedLang"es"
heavyLang"es"
scores
es0.8070325900514581
ca0.6644295302013423
pt0.5989304812834225
fr0.5668912415784408
sq0.4353826850690088
sv0.39999999999999997
nl0.3943472409152086
da0.39189189189189183
no0.38524590163934425
eu0.38271604938271603
it0.3571428571428572
en0.3487698986975398
is0.30448222565687794
fi0.2879746835443038
tr0.2822966507177033
ms0.2682926829268293
tl0.2682926829268293
ro0.25742574257425743
lv0.25
yo0.2474916387959866
sl0.23728813559322032
de0.14285714285714285
lt0.13793103448275862
hu0.12280701754385964
az0.11591355599214145
cs0.11591355599214145
et0.11591355599214145
hr0.11591355599214145
pl0.11591355599214145
sk0.11591355599214145
reliabletrue
passestrue
12
name"Hunter"
dialogue"Hunter here... What? Miller, slow down. Where? By the creek behind the festival grounds? I'm five minutes away."
detectedLang"en"
heavyLang"en"
scores
en0.803743961352657
fr0.5482974287699791
tl0.5357142857142857
da0.5220588235294118
no0.49416342412451364
ca0.4766505636070853
nl0.4693877551020409
de0.46413849958779885
sv0.45424013434089
sq0.43868739205526774
es0.4080145719489982
cs0.37679769894535
it0.37439846005774785
ms0.3658536585365854
et0.35834155972359333
sk0.33605720122574056
pt0.33469805527123847
sl0.3285123966942149
hr0.2919389978213508
ro0.2753623188405797
pl0.27293064876957496
tr0.2588369441277081
fi0.24418604651162787
az0.2415402567094516
lt0.22526817640047678
hu0.1935483870967742
eu0.17825537294563845
yo0.14134742404227213
is0.11924119241192413
lv0.08835904628330996
reliabletrue
passestrue
13
name"Maria"
dialogue"¿Se va? Pero... ¿no va a mirar las imágenes?"
detectedLang"es"
heavyLang"es"
scores
es0.8250636132315522
ca0.7564216120460585
it0.6333333333333333
pt0.6333333333333333
ro0.5901639344262295
tl0.5877061469265367
hr0.5571658615136876
fr0.5454545454545454
no0.5439469320066335
yo0.5401337792642141
en0.5291095890410958
lv0.5242214532871973
cs0.49355432780847147
sq0.4859813084112149
hu0.461839530332681
da0.4607843137254902
sl0.44668008048289737
sk0.4455645161290322
pl0.39560439560439564
fi0.375
tr0.375
sv0.3514150943396226
de0.3341404358353511
et0.3276283618581907
lt0.22969187675070027
is0.21428571428571427
az0.20289855072463767
eu0.20289855072463767
nl0.20289855072463767
vi0.20289855072463767
ms0.1863905325443787
reliabletrue
passestrue
14
name"Hunter"
dialogue"Look, miss—stay right here in the cafe. Do not leave. I'm going to come back with someone from the station who can translate for us. Understand? Stay."
detectedLang"en"
heavyLang"en"
scores
en0.8270409171773078
tl0.6346555323590815
no0.5401996847083552
da0.5244565217391305
de0.46515892420537897
yo0.42244224422442245
sv0.42091330244870945
nl0.41783100465735196
pl0.3957182320441989
it0.38596491228070173
sl0.3714080459770115
pt0.35185185185185186
sk0.35185185185185186
cs0.34944237918215615
ro0.3445692883895131
fr0.3366186504927976
hr0.3330792682926829
sq0.3315508021390375
ms0.28513071895424835
az0.24438687392055264
tr0.24045138888888892
lv0.22360248447204967
lt0.21944692239072258
es0.2081447963800905
ca0.20598911070780399
vi0.18528864059590316
et0.11883182275931521
fi0.08568443051201673
zh0.08088235294117647
is0.0779768177028451
eu0.07112526539278131
reliabletrue
passestrue
15
name"Maria"
dialogue"No entiendo qué me dice... pero por favor, tenga mucho cuidado, señor."
detectedLang"es"
heavyLang"es"
scores
es0.823682256867112
pt0.6696801112656467
it0.5379377431906615
ca0.43720379146919436
en0.42771084337349397
sq0.4193154034229829
no0.41066997518610426
fr0.40550688360450565
tl0.33751743375174337
nl0.32239657631954355
sk0.28678678678678676
ms0.2813918305597579
et0.2658423493044822
fi0.25897035881435254
sl0.24363057324840762
lv0.21617161716171615
is0.18803418803418803
hr0.1753472222222222
tr0.15630550621669628
hu0.1394927536231884
pl0.13636363636363635
ro0.1316270566727605
da0.12037037037037036
sv0.12037037037037036
reliabletrue
passestrue