Run: 2026-07-25-01KYCY36YJ1SXMMG5EAY4JF2T1

Run Details

Model:
Gemini 3.6 Flash (Reasoning)
Test:
Language Writing
Scenario:
Character dialogue (Spanish) in a story
Duration:
13.4s
Cost:
$0.016873
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, ma'am. Detective Hunter. Mind if I ask you a few questions about what happened down at the orchard this morning?" Maria: "Ah, hola... Lo siento, no hablo inglés. ¿Pasa algo malo? Estoy un poco asustada..." Hunter: "Uh... English? Do you speak any English?" Maria: "No, lo siento, no entiendo nada. Pero mire, mire la pantalla de mi cámara. Estaba tomando fotos de los manzanos y... vi a alguien. Alguien extraño entre la niebla." Hunter: "Look, slow down. I don't speak Spanish. Did you see a young woman in a yellow jacket near the festival grounds? Yes or no?" Maria: "¡No comprendo! Mire esta foto, por favor. ¡Había una persona gritando y luego desapareció por completo! Mire la sombra detrás del árbol... ¡tengo mucho miedo!" Hunter: "Whoa, okay, you're pretty shaken up. Are you pointing at the camera? Can I see that? Camera?" Maria: "¡Sí, la cámara! Pero... ¡no toque los botones! No quiero que se borren las imágenes. Es la prueba de que alguien estaba allí antes de esfumarse." Hunter: "I have no idea what you're saying. 'Sombra'? Is that a name? A suspect?" Maria: "¡No es un nombre! ¡Es una figura! Un hombre con una capucha negra. ¡Se llevó a alguien! ¿Por qué no me entiende?" Hunter: "Damn it. I really should've brought Miller with me. Look, stay right there, okay? Just let me—" Hunter: "Hunter... Yeah. What? Another one? Down by County Road 4?" Hunter: "Listen to me, miss. Don't move. Stay right at this cafe. I have to go, but I'm coming back with a translator." Maria: "¡No se vaya, por favor! ¡No entiendes el peligro! ¡Mire la foto antes de irse!" Hunter: "I gotta run. Duty calls. Just keep that camera safe, alright? Don't lose those pictures."
created_at"2026-07-25T15:25:27.386Z" 7/25/2026, 3:25:27 PM
model"google/gemini-3.6-flash-20260721"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency1801
moderation_latency(null)
generation_time13341
tokens_prompt304
tokens_completion1139
native_tokens_prompt284
native_tokens_completion2193
native_tokens_completion_images0
native_tokens_reasoning1722
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"
usage0.0168735
router(null)
provider_responses
0
endpoint_id"5d6d133d-a953-4781-a835-7ee76f4e1388"
id"Z9VkarGoHeWZ_uMPnc38eA"
is_byokfalse
latency1801
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-1784993127-2LB6SC6qL5YfZALuJYRr"
session_id(null)
preset_id(null)
api_type"completions"
id"gen-1784993127-YtZfPvNYYsoo3Ao4iwAF"
upstream_id"Z9VkarGoHeWZ_uMPnc38eA"
total_cost0.0168735
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. Detective Hunter. Mind if I ask you a few questions about what happened down at the orchard this morning?"
detectedLang"en"
heavyLang"en"
scores
en0.8042376784891755
tl0.6031746031746031
fr0.5339912280701754
no0.5170454545454546
it0.4801223241590214
da0.47270471464019853
nl0.4404213298222515
ca0.43521594684385384
sv0.43408788282290284
pt0.42760942760942766
sq0.4072524407252441
ro0.38848920863309355
es0.36472346786248133
cs0.3128536782538399
hr0.2722602739726028
de0.2697594501718213
yo0.2691315563198624
hu0.2678725236864771
et0.26660914581535805
sl0.26343154246100525
ms0.2504409171075838
is0.22586520947176683
pl0.21369102682701202
tr0.19507575757575757
sk0.1920152091254753
lt0.1457286432160804
fi0.13967611336032387
az0.1353001017293998
lv0.1353001017293998
vi0.1353001017293998
be0.07608695652173912
eu0.07608695652173912
uk0.06900328587075576
reliabletrue
passestrue
1
name"Maria"
dialogue"Ah, hola... Lo siento, no hablo inglés. ¿Pasa algo malo? Estoy un poco asustada..."
detectedLang"es"
heavyLang"es"
scores
es0.7810858143607706
pt0.6237772761474794
it0.5826377295492488
ca0.5633187772925764
et0.4292237442922375
lv0.3734335839598998
sk0.36061381074168797
yo0.3270524899057874
tr0.32614555256064687
fr0.3234100135317997
lt0.29577464788732394
hr0.274310595065312
tl0.2711370262390671
no0.25595238095238093
ro0.2260061919504644
eu0.1935483870967742
en0.17218543046357618
hu0.17081260364842457
cs0.15824915824915825
sl0.15824915824915825
vi0.1539763113367174
de0.13043478260869565
pl0.13043478260869565
sv0.13043478260869565
reliabletrue
passestrue
2
name"Hunter"
dialogue"Uh... English? Do you speak any English?"
detectedLang"en"
heavyLang"en"
scores
en0.8021760633036598
cs0.51338199513382
hr0.4897959183673469
tl0.4708994708994709
pt0.43820224719101125
pl0.41690962099125367
ca0.3993993993993994
sk0.39759036144578314
sl0.375
sq0.36908517350157727
vi0.35691318327974275
no0.2907801418439716
yo0.2805755395683453
da0.2647058823529412
de0.2647058823529412
ms0.2647058823529412
ro0.2647058823529412
sv0.2647058823529412
reliabletrue
passestrue
3
name"Maria"
dialogue"No, lo siento, no entiendo nada. Pero mire, mire la pantalla de mi cámara. Estaba tomando fotos de los manzanos y... vi a alguien. Alguien extraño entre la niebla."
detectedLang"es"
heavyLang"es"
scores
es0.8012718600953895
pt0.6795898750400512
ca0.6536196744024939
it0.6011168727562823
fr0.5565410199556541
tl0.47506561679790027
ro0.4666666666666667
en0.44227551589514774
pl0.3868792152053955
no0.38157081014223876
sv0.37694704049844235
nl0.37027707808564225
sk0.3548387096774194
yo0.3464052287581699
de0.3311036789297659
tr0.32523616734143057
sq0.31176875430144524
cs0.30747922437673125
vi0.30699930699930694
lt0.30313588850174217
lv0.302649930264993
da0.2816091954022989
et0.27901946647440523
hr0.2636229749631811
fi0.2630803242446574
hu0.25261584454409564
eu0.20191540303272149
sl0.19935948759007205
ms0.17898193760262726
az0.1610738255033557
is0.143101970865467
reliabletrue
passestrue
4
name"Hunter"
dialogue"Look, slow down. I don't speak Spanish. Did you see a young woman in a yellow jacket near the festival grounds? Yes or no?"
detectedLang"en"
heavyLang"en"
scores
en0.8071528751753156
tl0.6623004502660663
sv0.4878957169459963
no0.4745222929936305
it0.44630872483221473
ro0.44029850746268656
nl0.4391570360299116
hr0.43064182194616984
ca0.4270833333333333
cs0.40987124463519314
sq0.40647482014388486
fr0.40476190476190477
da0.3986880466472303
pt0.36733128834355827
pl0.3544600938967136
es0.3539545810493344
sl0.3431528662420382
et0.336283185840708
sk0.3325242718446602
yo0.3270799347471452
ms0.32377049180327866
de0.3096234309623431
hu0.30438448566610454
az0.28879310344827586
lv0.2838541666666667
lt0.24726277372262775
tr0.22169811320754715
fi0.19980601357904945
is0.14330218068535827
vi0.13883089770354906
be0.0782122905027933
eu0.0782122905027933
uk0.07094594594594594
reliabletrue
passestrue
5
name"Maria"
dialogue"¡No comprendo! Mire esta foto, por favor. ¡Había una persona gritando y luego desapareció por completo! Mire la sombra detrás del árbol... ¡tengo mucho miedo!"
detectedLang"es"
heavyLang"es"
scores
es0.8072946042489189
pt0.6308966510622974
it0.6242668621700881
ca0.6220501474926253
ro0.3906064209274673
tl0.38915375446960665
fr0.3847539015606243
en0.37423687423687424
no0.3597751405371643
sq0.3408360128617363
sk0.33311646063760575
lv0.2940771349862259
sl0.28019662921348315
nl0.26575931232091693
hu0.25182481751824815
ms0.2512783053323594
sv0.23904974016332592
da0.23393124065769805
pl0.22758100979653353
eu0.22289613343442002
de0.2127496159754224
is0.1910023677979479
tr0.18456642800318218
hr0.1760450160771704
cs0.1549876339653751
vi0.15078707539353772
lt0.13355874894336434
az0.11101474414570686
et0.10323709536307961
yo0.08236347358997316
reliabletrue
passestrue
6
name"Hunter"
dialogue"Whoa, okay, you're pretty shaken up. Are you pointing at the camera? Can I see that? Camera?"
detectedLang"en"
heavyLang"en"
scores
en0.8050336760014178
tl0.685174585002862
ro0.5283018867924528
no0.5115452930728241
it0.46859903381642515
da0.45972495088408644
sv0.458128078817734
nl0.4570582428430405
ca0.4123931623931624
hr0.34988179669030733
sq0.3381468110709988
fr0.32098765432098764
ms0.30467762326169406
et0.29757343550446996
pl0.2838541666666667
yo0.260752688172043
cs0.24965893587994542
sk0.2413793103448276
es0.233983286908078
pt0.21875
lv0.21763869132290184
de0.21652421652421652
lt0.21316165951359084
tr0.2109038737446198
az0.20289855072463767
is0.2005813953488372
fi0.19472913616398244
sl0.140625
be0.11290322580645161
hu0.1085899513776337
uk0.10277324632952692
vi0.10277324632952692
reliabletrue
passestrue
7
name"Maria"
dialogue"¡Sí, la cámara! Pero... ¡no toque los botones! No quiero que se borren las imágenes. Es la prueba de que alguien estaba allí antes de esfumarse."
detectedLang"es"
heavyLang"es"
scores
es0.8181083265966046
ca0.6733212341197823
pt0.5806150978564771
fr0.5092693565976009
tl0.4155844155844156
ro0.4007989347536618
it0.38482570061517435
no0.3684210526315789
de0.3612491128459901
yo0.3288590604026846
eu0.3283582089552239
sq0.3227990970654628
en0.31454683929931454
da0.2902208201892744
lv0.2817238627294493
sv0.27999999999999997
hu0.2366412213740458
tr0.22613929492691315
hr0.20634920634920634
nl0.20283436669619131
sl0.18845807033363388
lt0.16666666666666666
et0.16123019571295433
pl0.15254237288135594
cs0.13127413127413126
fi0.10179640718562875
sk0.09182643794147326
vi0.08536585365853659
az0.06542056074766354
ms0.06542056074766354
reliabletrue
passestrue
8
name"Hunter"
dialogue"I have no idea what you're saying. 'Sombra'? Is that a name? A suspect?"
detectedLang"en"
heavyLang"en"
scores
en0.8089887640449438
ca0.597918637653737
tl0.5563674321503131
es0.5415318230852212
pt0.5137299771167049
it0.4904076738609112
ro0.4810744810744811
sk0.4810744810744811
nl0.47466007416563655
hu0.4700748129675811
da0.4572158365261813
hr0.4530244530244531
lv0.44948186528497414
tr0.44078947368421056
yo0.43408788282290284
no0.42333785617367703
pl0.4186046511627907
fr0.38494934876989867
cs0.3580060422960725
is0.3511450381679389
ms0.3328100470957614
sq0.3264659270998415
sv0.3210862619808307
sl0.2963576158940397
de0.25438596491228066
lt0.25438596491228066
az0.23835125448028674
vi0.23835125448028674
et0.22867513611615245
be0.1414141414141414
eu0.1414141414141414
fi0.1290983606557377
uk0.1290983606557377
reliabletrue
passestrue
9
name"Maria"
dialogue"¡No es un nombre! ¡Es una figura! Un hombre con una capucha negra. ¡Se llevó a alguien! ¿Por qué no me entiende?"
detectedLang"es"
heavyLang"es"
scores
es0.8204419889502762
ca0.690328727965698
pt0.6516613076098606
it0.644808743169399
fr0.5849297573435505
ro0.5625841184387618
sq0.5152870991797166
lv0.468954248366013
no0.44491887275832626
en0.4318181818181818
et0.4031221303948576
yo0.39759036144578314
de0.37198067632850246
da0.358974358974359
nl0.35194416749750745
hr0.34738955823293177
tl0.3440968718466196
fi0.3374108053007136
sl0.3229166666666667
cs0.2919389978213508
hu0.28414096916299564
sv0.2713004484304933
ms0.2554410080183276
sk0.2537313432835821
vi0.236192714453584
pl0.21686746987951808
lt0.21020656136087487
tr0.20245398773006135
is0.2004920049200492
eu0.19454770755885997
az0.09722222222222222
reliabletrue
passestrue
10
name"Hunter"
dialogue"Damn it. I really should've brought Miller with me. Look, stay right there, okay? Just let me—"
detectedLang"en"
heavyLang"en"
scores
en0.7959545777146912
tl0.5715350223546944
no0.5008680555555556
da0.49294532627865967
sq0.47296058661778184
de0.46461824953445063
ca0.44764649375600385
sv0.3895966029723991
et0.3837084673097535
fr0.37635574837310193
it0.3653421633554084
cs0.32748538011695905
es0.3203309692671395
sl0.30806257521058966
tr0.29274292742927427
yo0.29187192118226607
nl0.27944862155388467
ms0.2776381909547738
az0.2721518987341772
lv0.26937738246505716
hr0.25997425997426
pl0.25130208333333337
pt0.23025435073627845
ro0.222972972972973
hu0.213406292749658
is0.20798898071625344
fi0.20689655172413793
sk0.19467787114845939
lt0.1797432239657632
be0.10852713178294573
uk0.0987460815047022
vi0.0987460815047022
reliabletrue
passestrue
11
name"Hunter"
dialogue"Hunter... Yeah. What? Another one? Down by County Road 4?"
detectedLang"en"
heavyLang"en"
scores
en0.8191681735985533
tl0.5951417004048583
no0.460431654676259
da0.45054945054945056
pl0.40594059405940597
sk0.3119266055045872
cs0.30394431554524365
es0.25
de0.22680412371134018
hr0.2248062015503876
fr0.1935483870967742
sv0.1891891891891892
it0.17355371900826447
nl0.17355371900826447
pt0.17355371900826447
ca0.16434540389972147
ms0.16434540389972147
ro0.16434540389972147
sl0.16434540389972147
sq0.16434540389972147
tr0.16434540389972147
reliabletrue
passestrue
12
name"Hunter"
dialogue"Listen to me, miss. Don't move. Stay right at this cafe. I have to go, but I'm coming back with a translator."
detectedLang"en"
heavyLang"en"
scores
en0.8113998323554066
tl0.6816037735849056
da0.6175637393767704
no0.601534828807556
fr0.5014771048744461
pl0.5011086474501109
hr0.45608380338436744
sq0.45520581113801456
ro0.44942903752039154
it0.44260941370767964
de0.44214876033057854
pt0.4379683597002498
nl0.4225834046193328
yo0.4225834046193328
cs0.42060085836909866
sv0.4186046511627907
sl0.414570685169124
es0.4130434782608695
sk0.40318302387267907
ca0.39624329159212884
lv0.3767313019390581
ms0.3382352941176471
et0.3356299212598425
fi0.32567432567432564
lt0.31886982845610495
hu0.3098159509202454
tr0.29096638655462187
eu0.27341227125941875
vi0.24665178571428573
is0.23556058890147225
az0.2214532871972318
be0.09395973154362416
uk0.08536585365853659
reliabletrue
passestrue
13
name"Maria"
dialogue"¡No se vaya, por favor! ¡No entiendes el peligro! ¡Mire la foto antes de irse!"
detectedLang"es"
heavyLang"es"
scores
es0.8047677764077271
ca0.7291904218928164
pt0.7121212121212122
fr0.644194756554307
ro0.6131921824104235
no0.5803886925795053
it0.565018315018315
sq0.5379377431906615
da0.5310957551826259
nl0.4297719087635054
tl0.41502463054187194
sv0.41430332922318125
en0.4099378881987578
de0.38311688311688313
hr0.3815104166666667
yo0.3815104166666667
fi0.37989556135770236
sl0.3658210947930574
hu0.3185078909612626
et0.3035190615835778
cs0.291044776119403
lv0.2899850523168909
tr0.2813918305597579
sk0.25897035881435254
ms0.22764227642276424
pl0.22512234910277326
vi0.15026833631484796
eu0.12844036697247707
az0.1171003717472119
reliabletrue
passestrue
14
name"Hunter"
dialogue"I gotta run. Duty calls. Just keep that camera safe, alright? Don't lose those pictures."
detectedLang"en"
heavyLang"en"
scores
en0.7758284600389863
tl0.5013009540329575
ca0.5
it0.4502868068833652
sv0.4502868068833652
fr0.4412050534499514
ro0.41025641025641024
de0.4072164948453608
no0.3360277136258661
da0.33139534883720934
et0.31384248210023863
yo0.31137724550898205
sq0.28924598269468477
es0.25130208333333337
hu0.23333333333333334
nl0.20470262793914246
lv0.20249653259361997
hr0.19467787114845939
pl0.1797432239657632
fi0.16302765647743814
cs0.15441176470588236
ms0.11128284389489954
sk0.11128284389489954
be0.10852713178294573
tr0.10852713178294573
az0.0987460815047022
is0.0987460815047022
lt0.0987460815047022
uk0.0987460815047022
vi0.0987460815047022
reliabletrue
passestrue