Run: 2026-05-19-01KS0TQZZ4WWVDTFCA56DFTHXW

Run Details

Model:
Gemini 3.5 Flash (Reasoning)
Test:
Language Writing
Scenario:
Character dialogue (Spanish) in a story
Duration:
11.0s
Cost:
$0.020262
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? Mind if I sit? I'm Detective Hunter, Alborn PD." Maria: "¿Hola? Lo siento... no entiendo. No hablo inglés." Hunter: "Right. No English. Great. Look, I'm investigating the disappearance of Oliver Green. He went missing near the old apple orchard yesterday. Did you happen to see anything while you were out there taking photos?" Maria: "¡Oh! ¿El huerto de manzanas? Sí, yo estuve allí ayer por la tarde. Vi... vi algo que me dio mucho miedo. Un hombre muy extraño estaba acechando en el bosque." Hunter: "Whoa, slow down. I don't speak a word of Spanish. *No hablo...* whatever. Do you speak any English? Anyone in this cafe translate? No? Look, did you see a man? Tall, wearing a green jacket?" Maria: "Por favor, escúcheme. Mire mi cámara. Tomé una foto cerca de la cabaña vieja. Había una sombra oscura... un hombre... y luego él desapareció de repente." Hunter: "Are you trying to show me your camera? Here, let me see the screen. Is that... a person standing in the tree line?" Maria: "¡Sí! ¡Exacto! Él estaba allí. Tengo tanto miedo de que me haya visto con la cámara. No quiero volver a ese lugar, es muy peligroso." Hunter: "I can't understand what you're saying, miss, but this photo... this definitely looks like a lead. Keep that camera safe. Don't delete anything." Hunter: "Hunter here... Go ahead. What? Another one? Down by the county line? I'm on my way." Hunter: "Look, I have to go. That was dispatch. Stay here at the cafe where it's safe, okay? I'm going to find someone who can translate and we'll come back for you. Keep that camera right there." Maria: "¿Se va? Pero... señor detective, ¡es peligroso! Por favor, tenga cuidado con lo que hay en ese bosque." Hunter: "Just stay put, okay? I'll be back."
created_at"2026-05-19T19:17:31.753Z" 5/19/2026, 7:17:31 PM
model"google/gemini-3.5-flash-20260519"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency1707
moderation_latency(null)
generation_time10855
tokens_prompt317
tokens_completion1151
native_tokens_prompt284
native_tokens_completion2204
native_tokens_completion_images0
native_tokens_reasoning1729
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"standard"
usage0.020262
router(null)
provider_responses
0
endpoint_id"bd50061c-e1d8-469e-96b1-d322e77378f8"
id"S7cMarn7OLihz7IPxYbNiAg"
is_byokfalse
latency1707
model_permaslug"google/gemini-3.5-flash-20260519"
provider_name"Google AI Studio"
status200
user_agent"langchainjs-openai/1.0.0 ((node/v24.15.0; linux; x64))"
http_referer(null)
request_id"req-1779218251-kUvtRjdroyyakrxUleqZ"
session_id(null)
api_type"completions"
id"gen-1779218251-PdLpAL25RKPLqqRmiXNP"
upstream_id"S7cMarn7OLihz7IPxYbNiAg"
total_cost0.020262
cache_discount(null)
upstream_inference_cost0
provider_name"Google AI Studio"
response_cache_source_id(null)

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? I'm Detective Hunter, Alborn PD."
detectedLang"en"
heavyLang"en"
scores
en0.6896551724137931
it0.5468277945619335
ro0.526813880126183
no0.5233050847457626
da0.4915254237288135
sq0.49095022624434387
ca0.4558645707376058
sv0.4545454545454546
tl0.45121951219512196
fr0.44168734491315137
pt0.4163424124513619
es0.3835616438356164
et0.35344827586206895
nl0.337260677466863
sl0.32228915662650603
hr0.31402439024390244
cs0.2822966507177033
de0.27652733118971057
hu0.256198347107438
ms0.24114671163575044
tr0.2227979274611399
pl0.21875
yo0.16201117318435754
fi0.14285714285714285
sk0.13793103448275862
be0.1346153846153846
az0.12280701754385964
is0.12280701754385964
lt0.12280701754385964
lv0.12280701754385964
uk0.12280701754385964
vi0.12280701754385964
reliabletrue
passestrue
1
name"Maria"
dialogue"¿Hola? Lo siento... no entiendo. No hablo inglés."
detectedLang"es"
heavyLang"es"
scores
es0.801980198019802
pt0.6845425867507886
it0.6415770609318996
ca0.563953488372093
fr0.453551912568306
lt0.4117647058823529
en0.3939393939393939
sk0.39271255060728744
tl0.38271604938271603
tr0.3562231759656652
et0.33920704845814975
yo0.3135011441647597
lv0.30394431554524365
hu0.2555831265508685
hr0.2518703241895262
no0.24433249370277077
cs0.23857868020304565
fi0.23273657289002556
vi0.23273657289002556
nl0.20424403183023873
pl0.2
reliabletrue
passestrue
2
name"Hunter"
dialogue"Right. No English. Great. Look, I'm investigating the disappearance of Oliver Green. He went missing near the old apple orchard yesterday. Did you happen to see anything while you were out there taking photos?"
detectedLang"en"
heavyLang"en"
scores
en0.8080413234678206
tl0.6189024390243903
nl0.5245504840940526
no0.4897959183673469
de0.4832769635475385
fr0.4622604614782949
pt0.3934715483017203
da0.38752783964365256
es0.3792325056433409
sv0.3643088303282478
ca0.3023845763571791
yo0.30096593797661414
it0.30061037639877924
ms0.3002544529262086
hr0.28645563051375195
fi0.2751713231418028
sq0.2682277807344332
sk0.26312968917470525
ro0.25915948275862066
is0.24657534246575344
et0.2403314917127072
cs0.22796181920269512
lv0.22272470322215943
sl0.21697038724373577
pl0.1868716735659373
lt0.18397626112759644
az0.11745827984595635
tr0.11233053582956747
hu0.06398910823689584
hi0.05303030303030303
reliabletrue
passestrue
3
name"Maria"
dialogue"¡Oh! ¿El huerto de manzanas? Sí, yo estuve allí ayer por la tarde. Vi... vi algo que me dio mucho miedo. Un hombre muy extraño estaba acechando en el bosque."
detectedLang"es"
heavyLang"es"
scores
es0.7925911634188694
ca0.6201413427561837
pt0.5792563600782779
fr0.5739199365834324
it0.4948308270676691
ro0.4080396475770925
nl0.3912797281993205
tl0.3742724097788126
no0.33805418719211827
yo0.33188315724052203
sv0.31001283697047494
sq0.28045515394912984
da0.2756064690026954
eu0.2560553633217993
en0.23214285714285715
lv0.21532846715328466
hr0.20781134856300662
sl0.18064024390243902
ms0.18001525553012968
hu0.17116422513492677
tr0.16212003117692905
vi0.14614773629864972
sk0.1413738019169329
fi0.12884927066450566
de0.118129614438064
is0.11083540115798181
et0.0811965811965812
lt0.08041060735671514
cs0.06031468531468531
az0.05536028119507908
reliabletrue
passestrue
4
name"Hunter"
dialogue"Whoa, slow down. I don't speak a word of Spanish. No hablo... whatever. Do you speak any English? Anyone in this cafe translate? No? Look, did you see a man? Tall, wearing a green jacket?"
detectedLang"en"
heavyLang"en"
scores
en0.7926711668273867
tl0.5951035781544256
no0.5018535681186284
nl0.4753538311371401
sv0.4748412310698583
da0.4138495092693566
de0.4011142061281337
ca0.3926553672316384
ro0.3909348441926345
hr0.38816163915765506
es0.3709771796372147
it0.3601190476190476
pl0.3593563766388558
pt0.3527995183624323
cs0.320480404551201
sk0.3122200895713372
yo0.3108974358974359
sq0.30645161290322576
lv0.2899603698811096
sl0.2823765020026702
tr0.25913163335630596
ms0.2513927576601671
et0.24825174825174828
vi0.2359630419331912
lt0.22157856625633598
hu0.2147552958363769
az0.20429311621021465
fr0.2001488095238095
is0.17434715821812594
fi0.12029459901800327
eu0.11303630363036303
be0.061135371179039305
uk0.05536028119507908
reliabletrue
passestrue
5
name"Maria"
dialogue"Por favor, escúcheme. Mire mi cámara. Tomé una foto cerca de la cabaña vieja. Había una sombra oscura... un hombre... y luego él desapareció de repente."
detectedLang"es"
heavyLang"es"
scores
es0.7876087857438873
ca0.6318247126436782
pt0.5840097402597403
it0.5738045738045738
ro0.5223671947809878
fr0.47273662551440326
tl0.34041184041184036
sq0.3391360412637009
sk0.3252139565503621
no0.29456297315898144
en0.2771509167842031
yo0.2704626334519573
nl0.26680972818311877
da0.2446573323507738
tr0.24017790956263896
sl0.23961424332344217
lv0.23393124065769805
hu0.21516079632465546
ms0.19733750978856696
pl0.1935483870967742
eu0.18972332015810278
cs0.182615629984051
de0.16869424168694241
vi0.15078707539353772
sv0.14867109634551495
hr0.11790017211703958
az0.057904411764705885
et0.0544280442804428
reliabletrue
passestrue
6
name"Hunter"
dialogue"Are you trying to show me your camera? Here, let me see the screen. Is that... a person standing in the tree line?"
detectedLang"en"
heavyLang"en"
scores
en0.8205264557298589
tl0.6912168344007319
nl0.6258314855875833
no0.5493991989319092
ro0.5209368346344925
da0.5094476744186046
ms0.5087336244541485
sq0.5
it0.4973938942665674
cs0.4962686567164179
sl0.48394495412844035
yo0.4582664526484751
sv0.4534412955465587
is0.43703085904920774
fr0.4279661016949152
de0.4265080713678844
es0.4235695986336465
pl0.4084136722173532
sk0.40789473684210525
et0.40371024734982336
pt0.39624329159212884
lt0.37267657992565056
hu0.3559160305343511
hr0.35344827586206895
az0.33888344760039174
ca0.3270189431704885
lv0.2834394904458599
fi0.2474916387959866
tr0.23814898419864558
eu0.09395973154362416
vi0.09395973154362416
reliabletrue
passestrue
7
name"Maria"
dialogue"¡Sí! ¡Exacto! Él estaba allí. Tengo tanto miedo de que me haya visto con la cámara. No quiero volver a ese lugar, es muy peligroso."
detectedLang"es"
heavyLang"es"
scores
es0.8227942548032084
pt0.6544197890141871
ca0.609214315096668
it0.5991561181434599
tl0.4710467706013363
fr0.44150499706055263
en0.3704440026507621
no0.3594066082265678
ro0.3559322033898305
lv0.33051444679351655
yo0.32287954383464007
hu0.31259044862518093
ms0.2905153099327856
eu0.2770167427701674
de0.2753623188405797
sq0.2753623188405797
sl0.2652745552977572
tr0.26356589147286824
is0.25954793452844893
fi0.2543171114599686
nl0.24423229912490055
sk0.23572003218020918
vi0.23076923076923078
sv0.22575387123064386
pl0.21939194741166804
da0.21681780708985984
lt0.21552436003303055
et0.19695688926458157
hr0.1831470335339639
az0.12280701754385964
cs0.12199630314232902
reliabletrue
passestrue
8
name"Hunter"
dialogue"I can't understand what you're saying, miss, but this photo... this definitely looks like a lead. Keep that camera safe. Don't delete anything."
detectedLang"en"
heavyLang"en"
scores
en0.8116366680619506
tl0.5356037151702787
no0.48834565093803295
ro0.4522215459525259
sv0.4353826850690088
da0.4163424124513619
it0.40711462450592883
ca0.39312204989885363
nl0.3679775280898876
sk0.3612491128459901
cs0.3440233236151603
fr0.3435448577680525
es0.3298585256887565
de0.305019305019305
hr0.29906542056074764
sq0.2930086410054988
pt0.2902208201892744
tr0.26350245499181674
pl0.2555831265508685
hu0.25434962717481363
ms0.19137466307277629
is0.1906474820143885
yo0.18625678119349007
et0.18256130790190736
sl0.15492957746478872
lt0.13875598086124402
fi0.13544668587896252
az0.1287512100677638
lv0.1287512100677638
vi0.1287512100677638
hi0.07881269191402251
be0.07216494845360825
eu0.07216494845360825
uk0.06542056074766354
reliabletrue
passestrue
9
name"Hunter"
dialogue"Hunter here... Go ahead. What? Another one? Down by the county line? I'm on my way."
detectedLang"en"
heavyLang"en"
scores
en0.8306233062330624
tl0.6031746031746031
pl0.49443882709807885
cs0.42528735632183906
no0.41245593419506466
da0.39320388349514557
sk0.3726474278544542
fr0.3412384716732542
yo0.3412384716732542
sq0.32157394843962006
hr0.25925925925925924
ca0.2401215805471125
et0.23547400611620795
fi0.23076923076923078
sv0.22839506172839508
nl0.22720247295208654
ms0.21507064364207218
es0.16666666666666666
de0.14965986394557826
hi0.14383561643835618
it0.11190053285968028
pt0.11190053285968028
ro0.10554561717352416
sl0.10554561717352416
tr0.10554561717352416
reliabletrue
passestrue
10
name"Hunter"
dialogue"Look, I have to go. That was dispatch. Stay here at the cafe where it's safe, okay? I'm going to find someone who can translate and we'll come back for you. Keep that camera right there."
detectedLang"en"
heavyLang"en"
scores
en0.8145338054291013
tl0.5912300260126347
da0.48574100046750823
no0.44247339077546877
it0.40347071583514105
yo0.3778280542986425
de0.37286202964652226
sq0.325567136725935
ro0.31719428926132837
fr0.3112085159674389
ca0.30467762326169406
sv0.289405684754522
cs0.28664072632944226
pl0.2852501624431449
hr0.2632283991962492
nl0.24502402196293757
es0.2413793103448276
pt0.23822714681440443
sk0.233983286908078
lv0.1863905325443787
lt0.17541229385307347
tr0.16030534351145037
ms0.15966386554621848
az0.15319476520400307
sl0.140625
vi0.12070343725019984
et0.09983633387888707
be0.05982905982905983
eu0.05741216795201371
hu0.05741216795201371
is0.05417024935511608
uk0.05417024935511608
reliabletrue
passestrue
11
name"Maria"
dialogue"¿Se va? Pero... señor detective, ¡es peligroso! Por favor, tenga cuidado con lo que hay en ese bosque."
detectedLang"es"
heavyLang"es"
scores
es0.8089983022071308
pt0.6303395399780942
ca0.6291208791208791
fr0.5744010088272383
it0.5650773195876289
ro0.4625796178343949
tl0.4196044711951848
no0.39298561151079137
sq0.37209302325581395
da0.3656015037593985
en0.3577545195052331
sv0.3515850144092219
vi0.34971098265895956
sl0.3343195266272189
nl0.30769230769230765
fi0.2961418143899896
is0.26550598476605003
yo0.26550598476605003
de0.2516629711751663
cs0.23556058890147225
hr0.2285714285714286
hu0.20960187353629978
ms0.20960187353629978
lv0.15094339622641512
tr0.14012738853503184
lt0.11879895561357702
eu0.09999999999999999
reliabletrue
passestrue
12
name"Hunter"
dialogue"Just stay put, okay? I'll be back."
detectedLang"en"
heavyLang"en"
scores
en0.7776365946632783
tl0.5394736842105263
hr0.41666666666666663
hu0.4006849315068493
lt0.3902439024390244
yo0.38596491228070173
et0.36823104693140796
sv0.36823104693140796
ca0.3055555555555556
reliabletrue
passestrue