Run: 2026-09-03-01M1KRMNPWPZAG66QGHWQ8Y83A

Run Details

Model:
Gemini 3.7 Flash (Reasoning, Medium)
Test:
Language Writing
Scenario:
Character dialogue (Spanish) in a story
Duration:
13.7s
Cost:
$0.006085
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, Alborn Police Department. Mind if I ask you a few questions about yesterday evening? Someone said they saw you taking photos near the edge of the old Miller orchard right around the time young Sarah disappeared." Maria: "Oh... ¿hola? Disculpe, señor, no hablo inglés. Pero... Dios mío, ayer fue horrible. Vi algo terrible en el huerto y no he podido dormir en toda la noche." Hunter: "Whoa, hold on. English, please? Did you see Sarah Miller? Five-foot-four, brown hair, yellow coat? We're running out of daylight on this search." Maria: "No entiendo lo que dice, lo siento... Pero mire, escuché un grito entre los árboles. Había una sombra, alguien muy alto arrastrando algo pesado hacia la espesura. Traté de enfocar, pero la niebla era muy densa." Hunter: "Ma'am, I don't know what you're saying. None of it. Slow down. Are you hurt? Did you see the girl?" Maria: "¡La cámara! Mire la cámara. Tomé una foto antes de salir corriendo. Tengo mucho miedo de que esa persona me haya visto... Por favor, dígame que esa chica está bien." Hunter: "Look, I need you to calm down. You're pointing at the camera. Did you get a photo of something? Just... hand it here for a second so I can check the playback." Maria: "¡No, no! Con cuidado, por favor, la lente es muy delicada y la pantalla falla a veces. Yo se la muestro. Mire aquí, entre los manzanos, al fondo..." Hunter: "I just need to see the screen, ma'am. Don't pull away, just—" Hunter: "Damn it. Hunter here. Go ahead, Chief." Hunter: "What? Found her bike by the creek? On my way. Keep the perimeter clear and don't touch anything." Hunter: "Listen to me, miss. Stay right here. Don't move from this booth. I'm coming back with someone from the high school who speaks Spanish. Stay. Entiendes? Just... stay." Maria: "¿Se va? ¿Adónde va? ¡No entiendo nada! Por favor, señor policía, ¿qué está pasando en este pueblo?"
created_at"2026-09-03T13:52:00.813Z" 9/3/2026, 1:52:00 PM
model"google/gemini-3.7-flash-20260813"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency1175
moderation_latency(null)
generation_time7346
tokens_prompt304
tokens_completion887
native_tokens_prompt284
native_tokens_completion1566
native_tokens_completion_images0
native_tokens_reasoning1052
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"
usage0.0060855
router(null)
user_agent"langchainjs-openai/1.0.0 ((node/v24.19.0; linux; x64))"
http_referer(null)
request_id"req-1788443520-6zjVctNGj5C7eCOCAh75"
session_id(null)
preset_id(null)
api_type"completions"
id"gen-1788443520-M5sufkFdG5JqKNgghDys"
upstream_id"gHuZapnrOdf2jMcPwNjzmAc"
provider_responses
0
endpoint_id"dd072012-3274-417d-97e3-e290cba37e31"
id"gHuZapnrOdf2jMcPwNjzmAc"
is_byokfalse
latency1174
model_permaslug"google/gemini-3.7-flash-20260813"
provider_name"Google AI Studio"
status200
total_cost0.0060855
cache_discount(null)
upstream_inference_cost0
provider_name"Google AI Studio"
response_cache_source_id(null)
data_region"global"
workspace_id"97e315e5-d303-487d-83c1-83180e8a13d4"

Evaluation details

Result Evaluator Details Meta Data
100.00% Parse dialogue n/a
dialogue
0
name"Hunter"
dialogue"Excuse me, miss. Detective Hunter, Alborn Police Department. Mind if I ask you a few questions about yesterday evening? Someone said they saw you taking photos near the edge of the old Miller orchard right around the time young Sarah disappeared."
detectedLang"en"
heavyLang"en"
scores
en0.7953178968913905
tl0.6452328159645233
fr0.5354239256678281
no0.49796046438657043
nl0.4912559618441971
it0.4425087108013937
da0.4370161857846587
pt0.4238386748289521
ca0.4211287988422576
sv0.4009734181954324
ro0.39209726443769
de0.3916349809885932
es0.3732863298080689
sq0.3708218639402281
ms0.3561368209255533
hr0.3052540165002171
et0.29793769197016234
cs0.2831541218637993
tr0.27338782924613986
yo0.2602866389274156
hu0.2516370439663237
sl0.25128685072531587
az0.23773225345402574
is0.2366412213740458
sk0.23554706163401815
pl0.23518164435946462
lt0.19232710752145382
fi0.19069296914516945
lv0.18822932521562658
eu0.15922228060956384
vi0.07674552798615118
hi0.045915324985092425
be0.041916167664670656
uk0.03788334335538184
reliabletrue
passestrue
1
name"Maria"
dialogue"Oh... ¿hola? Disculpe, señor, no hablo inglés. Pero... Dios mío, ayer fue horrible. Vi algo terrible en el huerto y no he podido dormir en toda la noche."
detectedLang"es"
heavyLang"es"
scores
es0.7694416749750748
ca0.5691662785281788
pt0.5157068062827225
fr0.4843924191750279
it0.47473026689381026
tl0.40206851971557855
en0.35584958217270196
no0.3549511854951185
nl0.34813248766737137
ro0.2846094354215004
da0.2762128325508607
sv0.27450980392156865
hu0.2393092105263158
vi0.23363711681855842
tr0.22980849292256453
eu0.2167654530059272
de0.2127659574468085
sk0.21142369991474852
pl0.20532646048109965
sl0.20464316423043852
fi0.2018981880931838
yo0.17336907953529937
hr0.1696588868940754
az0.1537053979871912
sq0.13793103448275862
et0.13145539906103287
is0.12653446647780925
lv0.1240530303030303
cs0.07221664994984955
reliabletrue
passestrue
2
name"Hunter"
dialogue"Whoa, hold on. English, please? Did you see Sarah Miller? Five-foot-four, brown hair, yellow coat? We're running out of daylight on this search."
detectedLang"en"
heavyLang"en"
scores
en0.7852233676975945
tl0.6552403467297084
da0.46743761412051127
no0.42885117493472585
nl0.35944363103953153
de0.358974358974359
et0.3253662297609869
sv0.3253662297609869
fr0.29435483870967744
yo0.29207119741100324
ro0.2738589211618257
ms0.2591024555461473
is0.24698795180722888
ca0.24111014744145706
tr0.21383647798742136
hr0.2081447963800905
fi0.20454545454545453
az0.15377176015473887
cs0.14883268482490272
it0.14634146341463414
hu0.09232365145228215
es0.0894901144640999
hi0.08759124087591241
pl0.08759124087591241
lv0.08184679958027283
sk0.07894736842105263
sq0.07407407407407407
reliabletrue
passestrue
3
name"Maria"
dialogue"No entiendo lo que dice, lo siento... Pero mire, escuché un grito entre los árboles. Había una sombra, alguien muy alto arrastrando algo pesado hacia la espesura. Traté de enfocar, pero la niebla era muy densa."
detectedLang"es"
heavyLang"es"
scores
es0.7903004422754308
pt0.6711313082994499
it0.6448863636363635
ca0.6325494388027794
fr0.5005448601525608
tl0.4560917721518987
ro0.44082960553070355
en0.35233160621761656
sk0.33862433862433866
no0.3055555555555556
cs0.26431246655965757
sq0.25474254742547425
lv0.24945414847161568
yo0.2378048780487805
eu0.2124856815578465
sv0.20931569867740082
ms0.207492795389049
lt0.17218543046357618
pl0.15953545232273839
et0.15540540540540537
nl0.14330218068535827
da0.1264294790343075
fi0.12364563416188655
tr0.11915438821268418
vi0.11290322580645161
sl0.10306588388780169
de0.09539473684210525
hr0.06842818428184282
is0.06653088934147997
hu0.06589673913043478
az0.04381084840055633
reliabletrue
passestrue
4
name"Hunter"
dialogue"Ma'am, I don't know what you're saying. None of it. Slow down. Are you hurt? Did you see the girl?"
detectedLang"en"
heavyLang"en"
scores
en0.806136210384356
tl0.5309951060358891
yo0.3997912317327766
no0.36743674367436746
sq0.3413516609392898
ro0.29274292742927427
et0.28836633663366334
da0.27398989898989895
sv0.2730720606826802
nl0.267515923566879
cs0.2414248021108179
tr0.22818791946308725
is0.20907840440165062
lv0.2058011049723757
hr0.19467787114845939
ca0.1935483870967742
pl0.1797432239657632
it0.16666666666666666
de0.12613981762917933
fr0.11944869831546708
ms0.11944869831546708
sk0.11128284389489954
be0.10852713178294573
hu0.1043613707165109
az0.0987460815047022
lt0.0987460815047022
uk0.0987460815047022
vi0.0987460815047022
reliabletrue
passestrue
5
name"Maria"
dialogue"¡La cámara! Mire la cámara. Tomé una foto antes de salir corriendo. Tengo mucho miedo de que esa persona me haya visto... Por favor, dígame que esa chica está bien."
detectedLang"es"
heavyLang"es"
scores
es0.7979389775712264
pt0.6555287633482604
ca0.6022275258552108
it0.5840266222961731
fr0.5355318160705991
sq0.4256174612291786
ro0.4110718492343934
no0.3993993993993994
tl0.38949938949938945
nl0.33862433862433866
da0.32840832773673606
en0.32795698924731176
sk0.3155373032169747
ms0.2917847025495751
sl0.24127465857359634
cs0.22660479505027067
lv0.22178988326848248
de0.21813917122752147
eu0.21383647798742136
sv0.21011058451816747
is0.19678714859437751
tr0.19484702093397743
fi0.19224555735056545
hu0.1915925626515764
et0.1755976916735367
yo0.15682967959527827
lt0.13793103448275862
az0.1087344028520499
pl0.1087344028520499
hr0.10554561717352416
vi0.07749077490774908
reliabletrue
passestrue
6
name"Hunter"
dialogue"Look, I need you to calm down. You're pointing at the camera. Did you get a photo of something? Just... hand it here for a second so I can check the playback."
detectedLang"en"
heavyLang"en"
scores
en0.8147444423332699
tl0.6666666666666666
no0.505578093306288
da0.4516310461192351
yo0.43965517241379315
fr0.4301578024547048
sv0.4206773618538324
it0.4022072348252606
nl0.3887147335423198
ro0.38291139240506333
de0.3758002560819462
cs0.3538767395626242
ca0.3521594684385382
sq0.32525951557093424
pl0.3196092114445219
sl0.31482782853127195
sk0.31095406360424027
hr0.3080198722498226
is0.2919389978213508
es0.28308823529411764
ms0.2815033161385409
pt0.27563150074294207
et0.27347242921013415
lv0.2591185410334346
lt0.25572519083969464
vi0.19221209610604806
tr0.18682235195996663
hu0.18614357262103506
az0.17721518987341772
hi0.07319391634980989
be0.06698564593301436
eu0.06698564593301436
fi0.06069364161849711
uk0.06069364161849711
reliabletrue
passestrue
7
name"Maria"
dialogue"¡No, no! Con cuidado, por favor, la lente es muy delicada y la pantalla falla a veces. Yo se la muestro. Mire aquí, entre los manzanos, al fondo..."
detectedLang"es"
heavyLang"es"
scores
es0.8088984711877695
ca0.6979553903345724
pt0.6440306681270538
it0.6408839779005525
fr0.5562130177514794
ro0.5199409158050221
sq0.4444444444444444
tl0.4284876905041032
en0.41721458457860133
no0.3894802755165936
lv0.3721828718609144
de0.34695244474212994
nl0.3308167467398765
hr0.33035714285714285
fi0.3210306406685237
da0.3157894736842105
sl0.3065433854907539
sv0.304564907275321
yo0.29704397981254504
lt0.28623718887262084
vi0.2820324005891017
sk0.2696629213483146
hu0.2562929061784897
cs0.2523006134969325
pl0.2261904761904762
is0.20924574209245742
ms0.20473083197389885
eu0.20016406890894176
tr0.19421487603305784
et0.17442845046570704
az0.12320143884892087
reliabletrue
passestrue
8
name"Hunter"
dialogue"I just need to see the screen, ma'am. Don't pull away, just—"
detectedLang"en"
heavyLang"en"
scores
en0.7943595769682726
tl0.6076233183856502
et0.5752427184466019
no0.5478036175710594
yo0.48604992657856094
da0.47839046199701935
sv0.4760479041916168
pl0.42716857610474634
hr0.42148760330578516
cs0.40273037542662116
ca0.3805309734513274
sq0.37722419928825623
sk0.36823104693140796
lv0.34579439252336447
nl0.3383742911153119
lt0.3230174081237911
sl0.25690021231422505
it0.24731182795698922
ro0.20454545454545453
fi0.1935483870967742
fr0.1822429906542056
ms0.1822429906542056
es0.1764705882352941
be0.16666666666666666
tr0.16666666666666666
hu0.1606714628297362
az0.15254237288135594
is0.15254237288135594
uk0.15254237288135594
vi0.15254237288135594
reliabletrue
passestrue
9
name"Hunter"
dialogue"Damn it. Hunter here. Go ahead, Chief."
detectedLang"en"
heavyLang"en"
scores
en0.7857754927163667
tl0.6159754224270354
sq0.494949494949495
it0.40617577197149646
yo0.3796526054590571
fr0.3734335839598998
nl0.36061381074168797
pl0.30167597765363136
de0.26035502958579887
lv0.25595238095238093
da0.24698795180722888
no0.2378048780487805
sv0.21875
pt0.20127795527156547
ca0.19093851132686085
ms0.19093851132686085
ro0.19093851132686085
sl0.19093851132686085
tr0.19093851132686085
reliabletrue
passestrue
10
name"Hunter"
dialogue"What? Found her bike by the creek? On my way. Keep the perimeter clear and don't touch anything."
detectedLang"en"
heavyLang"en"
scores
en0.8179271708683472
tl0.5367070563079116
da0.39870490286771504
no0.365234375
sk0.358974358974359
fr0.3564356435643564
es0.34541792547834843
nl0.3387589013224822
sq0.3271221532091097
ms0.3222106360792492
pl0.3114406779661017
cs0.30997876857749473
yo0.3018259935553169
et0.29653679653679654
tr0.2737430167597766
sv0.2655367231638418
fi0.25287356321839083
ca0.20634920634920634
hr0.18444165621079048
pt0.16020671834625322
hi0.11444141689373298
de0.10958904109589042
ro0.10714285714285714
it0.09972299168975068
sl0.08579465541490858
lt0.08321579689703808
lv0.08321579689703808
reliabletrue
passestrue
11
name"Hunter"
dialogue"Listen to me, miss. Stay right here. Don't move from this booth. I'm coming back with someone from the high school who speaks Spanish. Stay. Entiendes? Just... stay."
detectedLang"en"
heavyLang"en"
scores
en0.8031065412382411
tl0.6100519930675911
no0.4845360824742268
nl0.45021380574221137
fr0.44581280788177335
da0.43324937027707805
es0.4102228047182176
de0.4094488188976378
pt0.3562231759656652
sv0.3553008595988539
et0.34971098265895956
sq0.34258582907231555
fi0.2822966507177033
ca0.27125506072874495
yo0.26108374384236455
cs0.23922231614539302
sk0.23339011925042585
sl0.22945205479452058
ro0.2112182296231376
ms0.21052631578947367
it0.205648720211827
lv0.18772563176895307
pl0.18330308529945552
hr0.17506874427131072
hu0.14367269267364416
eu0.11504424778761062
lt0.10358565737051792
is0.07216494845360825
tr0.06928645294725957
reliabletrue
passestrue
12
name"Maria"
dialogue"¿Se va? ¿Adónde va? ¡No entiendo nada! Por favor, señor policía, ¿qué está pasando en este pueblo?"
detectedLang"es"
heavyLang"es"
scores
es0.8192436040044493
pt0.7065462753950339
ca0.6187683284457478
it0.5134730538922155
fr0.5090634441087614
ro0.49416342412451364
no0.41704035874439455
sq0.41441441441441446
da0.37799043062200954
cs0.37619961612284064
sv0.3737957610789981
nl0.36954413191076624
sl0.35834155972359333
fi0.35707220573689413
en0.35258964143426297
sk0.34343434343434337
tl0.33537832310838445
hr0.33127572016460904
lv0.33127572016460904
hu0.30997876857749473
tr0.2934782608695652
eu0.28806133625410735
pl0.2647058823529412
lt0.24242424242424243
ms0.21592279855247284
et0.2034313725490196
is0.1709183673469388
yo0.14134742404227213
de0.10958904109589042
az0.10344827586206896
reliabletrue
passestrue