Run: 2026-07-25-01KYCSF0Q1GTPMSWM91EVRR5VP

Run Details

Model:
Gemini 3.6 Flash (Reasoning, Minimal)
Test:
Language Writing
Scenario:
Character dialogue (Spanish) in a story
Duration:
6.5s
Cost:
$0.003936
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. Mind if I sit down for a second?" Maria: "..." Hunter: "I’m Detective Hunter. I’m looking into what happened over by the old orchard near the lake last night. People said they saw someone taking pictures around dusk. You look like you’ve been out with that camera all day. Did you happen to see anything unusual out there?" Maria: "Ah... ¿habla español? Lo siento, no entiendo lo que dice." Hunter: "Uh, right. Is that... Spanish? Look, I don't speak any Spanish. I just need to know if you saw something. A person? A car? Anything out of the ordinary?" Maria: "No entiendo... pero... la manzana. El bosque. Fue terrible... Había un hombre. Él... él corría entre los árboles, y luego... simplemente desapareció. La luz de mi cámara... creo que él la vio." Hunter: "Whoa, slow down. You look pale as a sheet. You're shaking. What are you pointing at? The woods?" Maria: "¡Sí, los árboles! Había una sombra grande. Traté de tomar una foto, pero tuve mucho miedo y corrí. Por favor, no quiero volver allí." Hunter: "Look, I can tell you're rattled, but I really need to understand what you're trying to tell me. Did you take a picture of someone? Can I see the screen on your camera?" Maria: "No, no me quite la cámara, por favor. Es lo único que tengo. No sé qué pasó, pero ese lugar no es seguro. Algo malo hay en este pueblo." Hunter: "I'm not trying to take your camera, ma'am, I just—hang on a second." Hunter: "Hunter here. ... What? Where? Near the festival grounds? I'm on my way." Hunter: "Look, miss, I have to go. Something just came up. Stay right here in the café where it's safe, okay? I'll be back with someone who can translate." Maria: "Por favor, tenga cuidado... No vaya a ese lugar solo."
created_at"2026-07-25T14:04:31.342Z" 7/25/2026, 2:04:31 PM
model"google/gemini-3.6-flash-20260721"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency539
moderation_latency(null)
generation_time3443
tokens_prompt304
tokens_completion452
native_tokens_prompt284
native_tokens_completion468
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"
usage0.003936
router(null)
provider_responses
0
endpoint_id"5d6d133d-a953-4781-a835-7ee76f4e1388"
id"csJkasLdGsrQjMcP8tPvmQY"
is_byokfalse
latency539
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-1784988274-mp7GPwTU9SFBKATvJAD7"
session_id(null)
preset_id(null)
api_type"completions"
id"gen-1784988274-x2Eo0ldKwI5te4CZ2Lzx"
upstream_id"csJkasLdGsrQjMcP8tPvmQY"
total_cost0.003936
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. Mind if I sit down for a second?"
detectedLang"en"
heavyLang"en"
scores
en0.7781569965870307
no0.6344206974128234
tl0.6135552913198573
da0.6060606060606061
it0.5723684210526315
fr0.5370370370370371
sq0.5213549337260678
pt0.49139280125195617
hu0.48899371069182396
et0.4873817034700315
ro0.4833068362480127
sv0.48083067092651754
ca0.4574290484140233
hr0.4357638888888889
cs0.4217081850533808
es0.4186046511627907
pl0.41546762589928055
nl0.4133574007220217
yo0.3879472693032015
sk0.38330170777988615
sl0.3538767395626242
ms0.3114406779661017
tr0.3114406779661017
lt0.30851063829787234
fi0.29805615550755943
is0.29805615550755943
az0.2903930131004367
lv0.2903930131004367
vi0.2903930131004367
be0.17721518987341772
eu0.17721518987341772
de0.1709183673469388
uk0.16237113402061853
reliabletrue
passestrue
1
name"Maria"
dialogue"..."
detectedLang""
heavyLang""
scores
reliablefalse
passestrue
2
name"Hunter"
dialogue"I’m Detective Hunter. I’m looking into what happened over by the old orchard near the lake last night. People said they saw someone taking pictures around dusk. You look like you’ve been out with that camera all day. Did you happen to see anything unusual out there?"
detectedLang"en"
heavyLang"en"
scores
en0.8187174257874462
tl0.6139927623642943
no0.4071878473508707
de0.355877616747182
nl0.3514389947304418
fr0.34183463595228303
da0.332220367278798
et0.31064196467040067
ro0.2796037820801441
sv0.27699954812471755
sq0.25615992561599255
ms0.2530345471521942
ca0.24206537186167693
it0.22555663117134558
pt0.22292374939290918
es0.2125984251968504
cs0.2047713717693837
pl0.183256763654926
sk0.17483238782877772
sl0.16579770594369134
yo0.16579770594369134
lv0.11357340720221606
hr0.10263600673022995
tr0.0830945558739255
lt0.06103286384976526
hu0.05548996458087367
fi0.047619047619047616
is0.04248952722920407
reliabletrue
passestrue
3
name"Maria"
dialogue"Ah... ¿habla español? Lo siento, no entiendo lo que dice."
detectedLang"es"
heavyLang"es"
scores
es0.8219373219373219
pt0.6938775510204083
ca0.6177370030581039
it0.6073298429319371
fr0.5173745173745175
tl0.43267776096822996
lt0.358974358974359
en0.34210526315789475
sk0.3409490333919156
yo0.267578125
lv0.258893280632411
eu0.24089068825910928
hr0.21218487394957983
no0.20550847457627117
cs0.20042643923240938
fi0.19527896995708155
vi0.19527896995708155
tr0.19006479481641467
et0.17035398230088497
nl0.17035398230088497
pl0.16666666666666666
reliabletrue
passestrue
4
name"Hunter"
dialogue"Uh, right. Is that... Spanish? Look, I don't speak any Spanish. I just need to know if you saw something. A person? A car? Anything out of the ordinary?"
detectedLang"en"
heavyLang"en"
scores
en0.8257502420135527
tl0.6105581999134574
no0.47826086956521735
sv0.4690265486725664
yo0.4568497284248642
da0.4325346784363178
sq0.40476190476190477
nl0.39759036144578314
ca0.3894165535956581
cs0.3885869565217392
fr0.38101788170563966
ro0.3775933609958506
is0.36619718309859156
hu0.36215450035435864
hr0.35988620199146515
it0.35205183585313177
de0.336283185840708
et0.3212669683257918
pl0.32075471698113206
ms0.3114001530221882
sk0.30394431554524365
lt0.30124223602484473
es0.2885375494071147
pt0.2834394904458599
lv0.2682926829268293
sl0.24433249370277077
tr0.19210053859964096
az0.1758241758241758
eu0.14285714285714285
vi0.1287512100677638
be0.07216494845360825
fi0.06542056074766354
uk0.06542056074766354
reliabletrue
passestrue
5
name"Maria"
dialogue"No entiendo... pero... la manzana. El bosque. Fue terrible... Había un hombre. Él... él corría entre los árboles, y luego... simplemente desapareció. La luz de mi cámara... creo que él la vio."
detectedLang"es"
heavyLang"es"
scores
es0.8106359476092789
ca0.6807661612130886
fr0.6408260999700689
pt0.6147672552166934
it0.5490417136414881
ro0.4609164420485175
en0.45255474452554745
tl0.4408201304753029
nl0.33073061907417733
hu0.3071593533487298
yo0.3006993006993007
no0.297423887587822
tr0.28186714542190305
lv0.26695174098961516
sq0.26425505824647455
hr0.25326695706285
da0.250936329588015
sk0.24528301886792453
pl0.24050632911392408
de0.22978177150192552
ms0.21517331589274036
sl0.20844327176781002
eu0.20159680638722555
sv0.16897506925207756
fi0.16201117318435754
et0.15492957746478872
vi0.13169319826338638
cs0.10514541387024609
az0.09502262443438914
is0.060297572435395456
lt0.0498812351543943
reliabletrue
passestrue
6
name"Hunter"
dialogue"Whoa, slow down. You look pale as a sheet. You're shaking. What are you pointing at? The woods?"
detectedLang"en"
heavyLang"en"
scores
en0.806136210384356
tl0.6601654846335698
no0.45958646616541354
ro0.4278606965174129
pt0.42152917505030174
da0.41086065573770486
fr0.3928194297782471
nl0.3837084673097535
ms0.3618201997780244
yo0.3539325842696629
sv0.33679354094579006
it0.3179122182680902
hu0.2936117936117936
sq0.2936117936117936
de0.2830423940149626
is0.2776381909547738
cs0.267515923566879
pl0.2551813471502591
hr0.2374005305039788
lt0.22611036339165547
ca0.19127988748241914
es0.18670438472418668
sk0.1843971631205674
sl0.13533834586466165
tr0.11809815950920245
az0.10852713178294573
eu0.10852713178294573
lv0.10852713178294573
vi0.10852713178294573
et0.0987460815047022
fi0.0987460815047022
reliabletrue
passestrue
7
name"Maria"
dialogue"¡Sí, los árboles! Había una sombra grande. Traté de tomar una foto, pero tuve mucho miedo y corrí. Por favor, no quiero volver allí."
detectedLang"es"
heavyLang"es"
scores
es0.7995666305525461
pt0.5999134948096886
ca0.576076993583868
it0.5174752217005738
fr0.4756235827664399
sk0.41232528589580686
sv0.4089456869009585
tl0.40476190476190477
no0.3620689655172413
ro0.3616287094547964
nl0.34904996481351164
pl0.347212420606916
en0.33691756272401435
da0.30451127819548873
sl0.28405572755417957
lv0.2762128325508607
sq0.25523349436392917
yo0.2504051863857374
cs0.22658862876254182
de0.223993288590604
hr0.1970486111111111
tr0.16741674167416742
ms0.16289592760180996
et0.1223908918406072
vi0.09579667644183773
hu0.0949119373776908
eu0.07035175879396985
az0.06376518218623482
lt0.059959349593495935
reliabletrue
passestrue
8
name"Hunter"
dialogue"Look, I can tell you're rattled, but I really need to understand what you're trying to tell me. Did you take a picture of someone? Can I see the screen on your camera?"
detectedLang"en"
heavyLang"en"
scores
en0.8170852283962824
tl0.6335182250396196
no0.528061224489796
et0.4603267211201867
nl0.45492044784914554
da0.44874851013110845
yo0.4339045287637699
fr0.4204260651629073
cs0.41933458882611424
it0.40856777493606133
ca0.4028405422853454
ro0.3989603638726445
hr0.395029431000654
pl0.3914473684210526
sq0.3825100133511349
sv0.38209752839011357
es0.3808567603748327
sk0.3791946308724832
de0.3724559023066486
sl0.3598615916955017
ms0.3193524650478293
pt0.2965779467680608
fi0.28681572860447185
lv0.25583266291230894
lt0.2522231204527081
is0.24551386623164762
az0.22787979966611016
tr0.1949521322889469
hu0.19425087108013936
vi0.12570888468809074
hi0.08325074331020813
be0.07035175879396985
eu0.07035175879396985
uk0.06376518218623482
reliabletrue
passestrue
9
name"Maria"
dialogue"No, no me quite la cámara, por favor. Es lo único que tengo. No sé qué pasó, pero ese lugar no es seguro. Algo malo hay en este pueblo."
detectedLang"es"
heavyLang"es"
scores
es0.8169287098858496
pt0.6644295302013423
ca0.6181491464510332
it0.5519240906694781
fr0.4879518072289156
tl0.4547787042976267
no0.358974358974359
ro0.34765924788948577
is0.34261407579273007
en0.33541829554339325
sl0.3328100470957614
sq0.33123524783634933
sk0.2963576158940397
vi0.27101200686106347
yo0.2703862660944206
nl0.2621527777777778
eu0.24977934686672548
tr0.24444444444444446
hu0.23766816143497754
lv0.22797456857402362
da0.20037629350893696
sv0.20037629350893696
hr0.18190567853705486
ms0.17953667953667954
fi0.15758176412289396
de0.14400805639476336
et0.10052910052910052
lt0.09670563230605739
pl0.08108108108108109
reliabletrue
passestrue
10
name"Hunter"
dialogue"I'm not trying to take your camera, ma'am, I just—hang on a second."
detectedLang"en"
heavyLang"en"
scores
en0.7843794920939147
tl0.665924276169265
ca0.5508982035928144
it0.5327102803738317
fr0.511400651465798
ro0.506578947368421
hr0.5027624309392266
pl0.5
cs0.496080627099664
yo0.48156682027649766
sk0.47613504074505236
sv0.46107784431137727
et0.45913461538461536
no0.4186046511627907
da0.4117647058823529
sl0.3910690121786198
lv0.3617021276595745
lt0.3562231759656652
es0.33920704845814975
tr0.3333333333333333
hu0.33135215453194655
nl0.3293591654247392
fi0.3212669683257918
ms0.3212669683257918
sq0.31402439024390244
pt0.23728813559322032
de0.23599320882852293
is0.23469387755102045
az0.22813036020583194
vi0.22813036020583194
hi0.15730337078651685
be0.1346153846153846
eu0.1346153846153846
uk0.12280701754385964
reliabletrue
passestrue
11
name"Hunter"
dialogue"Hunter here. ... What? Where? Near the festival grounds? I'm on my way."
detectedLang"en"
heavyLang"en"
scores
en0.8184536522853483
tl0.6174617461746176
fr0.5627572016460906
sq0.5114942528735632
ca0.4613434727503169
no0.4585987261146497
cs0.4501940491591203
da0.44948186528497414
sv0.44733420026007803
nl0.4385733157199472
ms0.4264507422402159
hr0.40476190476190477
sk0.3963068181818182
et0.39372325249643364
pt0.38316400580551524
it0.380466472303207
sl0.36661698956780925
pl0.35993975903614456
de0.35703479576399394
fi0.3338557993730407
es0.30098684210526316
yo0.29983525535420097
ro0.29401993355481726
lt0.22867513611615245
az0.21731123388581952
hi0.1650294695481336
hu0.1361788617886179
lv0.1290983606557377
tr0.121900826446281
reliabletrue
passestrue
12
name"Hunter"
dialogue"Look, miss, I have to go. Something just came up. Stay right here in the café where it's safe, okay? I'll be back with someone who can translate."
detectedLang"en"
heavyLang"en"
scores
en0.8163308144416458
tl0.6062106210621062
yo0.4372990353697749
da0.40878378378378377
nl0.39903846153846156
no0.39066852367688026
pl0.37410586552217456
sv0.3561442236938926
sq0.34554973821989526
it0.3137254901960784
ro0.3131868131868132
hr0.3099369085173501
ms0.29605792437650846
ca0.29549114331723025
de0.29492344883158744
pt0.2903487429034874
lt0.2833742833742834
sl0.2762613730355666
cs0.25213675213675213
az0.24438687392055264
sk0.23380035026269705
lv0.22360248447204967
fr0.20957542908762422
et0.20382165605095542
tr0.1935483870967742
hu0.17374881964117092
es0.15048543689320387
vi0.14717348927875243
be0.07407407407407407
eu0.07112526539278131
is0.06716417910447761
uk0.06716417910447761
reliabletrue
passestrue
13
name"Maria"
dialogue"Por favor, tenga cuidado... No vaya a ese lugar solo."
detectedLang"es"
heavyLang"es"
scores
es0.8171368861024032
pt0.7399702823179792
it0.6323529411764706
ca0.5867768595041323
tl0.5028409090909091
en0.4696969696969697
no0.4696969696969697
sq0.43273905996758516
is0.42716857610474634
hu0.3996569468267582
sk0.38704028021015763
hr0.3783303730017762
ro0.3761140819964349
lv0.36479128856624315
fr0.35064935064935066
pl0.33962264150943394
ms0.32038834951456313
tr0.32038834951456313
sl0.3069306930693069
da0.2813141683778234
nl0.27835051546391754
cs0.2738589211618257
sv0.2677824267782427
yo0.2537313432835821
lt0.1898148148148148
az0.16666666666666666
eu0.16666666666666666
vi0.16666666666666666
de0.1606714628297362
et0.15254237288135594
fi0.15254237288135594
reliabletrue
passestrue