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Run: 2026-07-25-01KYCWQ9DPAF66G4DNEPHMFWYA
Run Details
Model:
Gemini 3.5 Flash Lite (Reasoning, Minimal)
Test:
Language Writing
Scenario:
Character dialogue (Spanish) in a story
Duration:
4.0s
Cost:
$0.002373
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
Messages
Meta
AI
The crisp autumn air of Alborn, Minnesota, carried the distant scent of cinnamon and baking apples from the upcoming annual festival, but inside the small, wood-paneled cafe, the atmosphere was thick with tension. Thirty-year-old Maria sat at a corner table, the morning sunlight catching the strap of her professional DSLR camera. She stared down at the LCD screen, her fingers trembling as she clicked through a fresh sequence of landscape photographs she’d taken at the edge of the woods near town. Her dark eyes were wide with fright, the images on the screen replaying a chilling moment she had accidentally captured. Footsteps crunched on the floorboards, and a tall, broad-shouldered man in a worn jacket stopped at her table. Detective Hunter rested a heavy hand on the back of the empty chair opposite her. His posture was rigid, a remnant of his years as a marine, and his expression was strictly no-nonsense. He needed answers about the recent disappearances plaguing the quiet town of 3,000, and the panicked college student on his study abroad program was rumored to have been wandering the perimeter woods at dusk. Hunter cleared his throat, pulling out a small notebook. "Excuse me, miss. I need to ask you a few questions about what you saw out by the timberline yesterday evening." Maria looked up, her heart pounding. She gripped her camera tighter to her chest, her mind racing in Spanish. "¡Ay, Dios mío! Había alguien... vi algo terrible en los árboles, ¡por favor, alguien tiene que hacer algo!" she stammered, her voice shaking as she gestured wildly toward the camera screen. Hunter stared down at her, his brow furrowing deeply. He didn't know a word of Spanish—not even a *hola* or *gracias*. He blinked, looking at her hands, then back to her face. "Right. Slow down. Look, I don't know what you're saying. Do you speak English?" Maria shook her head frantically, tears pricking the corners of her eyes. "No, no hablo inglés. ¡Por favor! ¡Mira las fotos! ¡Alguien está en peligro!" She pushed the camera slightly across the laminate tabletop, pointing at a blurry, zoomed-in frame in the background of a landscape shot—a dark, indistinct figure half-concealed behind an oak tree, watching the road. Hunter frowned, leaning in to look at the screen. He recognized the woods, but the blur of the figure meant nothing to him. "Is this a joke? Look, kid, people are missing. I need real information. Did you see a vehicle? Did you see anyone acting suspicious?" "¡No entiendo! ¡Por favor, escúchame!" Maria pleaded, tapping the glass of the camera screen desperately, trying to bridge the gap of their entirely different languages through pure terror. Hunter sighed, running a hand over his stubbled jaw, realizing they were getting nowhere. Before he could try to mime a question, a harsh, rapid buzzing vibrated from inside his jacket. He pulled out his department-issued radio, his expression darkening instantly as static crackled to life, followed by his chief's urgent voice calling him back to the station regarding a new development at the edge of town. Hunter cursed under his breath, giving Maria one final, frustrated look. He snapped his notebook shut and shoved it back into his pocket. "Damn it. We're not finished here," he muttered, turning on his heel and heading briskly toward the door, leaving Maria alone with her camera and her terrifying secret. *** ### Voice Sheet Maria: "¡Ay, Dios mío! Había alguien... vi algo terrible en los árboles, ¡por favor, alguien tiene que hacer algo!" Hunter: "Right. Slow down. Look, I don't know what you're saying. Do you speak English?" Maria: "No, no hablo inglés. ¡Por favor! ¡Mira las fotos! ¡Alguien está en peligro!" Hunter: "Is this a joke? Look, kid, people are missing. I need real information. Did you see a vehicle? Did you see anyone acting suspicious?" Maria: "¡No entiendo! ¡Por favor, escúchame!" Hunter: "Damn it. We're not finished here."
created_at
"2026-07-25T15:01:28.136Z"
7/25/2026, 3:01:28 PM
model
"google/gemini-3.5-flash-lite-20260721"
app_id
182717
external_user
(null)
streamed
true
cancelled
false
latency
374
moderation_latency
(null)
generation_time
3933
tokens_prompt
304
tokens_completion
1008
native_tokens_prompt
284
native_tokens_completion
915
native_tokens_completion_images
0
native_tokens_reasoning
0
native_tokens_cached
0
num_media_prompt
(null)
num_input_audio_prompt
(null)
num_media_completion
0
num_search_results
(null)
num_fetches
(null)
web_search_engine
(null)
origin
"https://ncbench.com/"
is_byok
false
finish_reason
"stop"
native_finish_reason
"STOP"
service_tier
"default"
usage
0.0023727
router
(null)
provider_responses
0
endpoint_id
"6bd8f433-79e1-416c-b407-1772eb796c9a"
id
"yM9kaseODaaI-sAPlrOQCA"
is_byok
false
latency
374
model_permaslug
"google/gemini-3.5-flash-lite-20260721"
provider_name
"Google AI Studio"
status
200
user_agent
"langchainjs-openai/1.0.0 ((node/v24.18.0; linux; x64))"
http_referer
(null)
request_id
"req-1784991688-fOPRiUVFMl9fN2htkVk9"
session_id
(null)
preset_id
(null)
api_type
"completions"
id
"gen-1784991688-bc4DK4vPSKQfpR6bq4HF"
upstream_id
"yM9kaseODaaI-sAPlrOQCA"
total_cost
0.0023727
cache_discount
(null)
upstream_inference_cost
0
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. I need to ask you a few questions about what you saw out by the timberline yesterday evening."
detectedLang
"en"
heavyLang
"en"
scores
en
0.8037357877639415
tl
0.5929253228523301
no
0.5117845117845118
da
0.5047814207650273
nl
0.504442925495557
fr
0.490154711673699
it
0.48907681465821
cs
0.46730345334313006
pt
0.4318181818181818
sk
0.4236883942766296
ms
0.4148506860371267
pl
0.4003308519437552
sv
0.4003308519437552
et
0.3835034013605442
yo
0.3829787234042553
sq
0.37337942955920483
hr
0.370112945264987
ca
0.36459246275197194
es
0.34802158273381295
ro
0.34566787003610105
sl
0.33056325023084027
tr
0.30754536771728747
lv
0.2602040816326531
lt
0.25564681724846
is
0.25488180883864336
hu
0.2352320675105485
de
0.2229367631296892
fi
0.15990730011587484
az
0.15501165501165504
vi
0.15501165501165504
be
0.0880503144654088
eu
0.0880503144654088
uk
0.0799492385786802
ja
0.07525510204081631
reliable
true
passes
true
1
name
"Maria"
dialogue
"¡Ay, Dios mío! Había alguien... vi algo terrible en los árboles, ¡por favor, alguien tiene que hacer algo!"
detectedLang
"es"
heavyLang
"es"
scores
es
0.8001918158567775
ca
0.6016571064372211
fr
0.5644599303135889
pt
0.5513280689160086
no
0.43438914027149317
it
0.40870387890255444
da
0.40076701821668265
sv
0.39903846153846156
nl
0.3724899598393574
en
0.34141201264488935
sq
0.29775280898876405
tl
0.27494199535962877
fi
0.259478672985782
tr
0.2460796139927624
et
0.20886075949367086
az
0.20076726342711
ro
0.1925064599483204
de
0.18407310704960833
sl
0.1830065359477124
is
0.17654808959156787
ms
0.15768194070080863
vi
0.13793103448275862
lv
0.10841654778887304
eu
0.10714285714285714
hu
0.09156976744186046
pl
0.08625730994152046
reliable
true
passes
true
2
name
"Hunter"
dialogue
"Right. Slow down. Look, I don't know what you're saying. Do you speak English?"
detectedLang
"en"
heavyLang
"en"
scores
en
0.8187749184487134
tl
0.52561669829222
hr
0.3983152827918171
cs
0.3872549019607844
no
0.3757802746566792
da
0.3630573248407643
pl
0.3498049414824447
sq
0.3342210386151798
yo
0.3234100135317997
sv
0.29577464788732394
sk
0.28977272727272724
vi
0.258160237388724
tr
0.2537313432835821
ro
0.24471299093655588
pt
0.2378048780487805
de
0.2260061919504644
ca
0.2163009404388715
sl
0.1935483870967742
it
0.18699186991869918
fr
0.1289198606271777
ms
0.12587412587412586
be
0.12280701754385964
hu
0.11816578483245149
az
0.11190053285968028
et
0.11190053285968028
is
0.11190053285968028
lt
0.11190053285968028
lv
0.11190053285968028
uk
0.11190053285968028
reliable
true
passes
true
3
name
"Maria"
dialogue
"No, no hablo inglés. ¡Por favor! ¡Mira las fotos! ¡Alguien está en peligro!"
detectedLang
"es"
heavyLang
"es"
scores
es
0.8054076198279394
pt
0.6833333333333333
ca
0.6666666666666666
fr
0.4483159117305459
no
0.43113772455089816
sq
0.4297719087635054
nl
0.4256348246674728
tr
0.42143727161997563
it
0.38551099611901685
da
0.36412315930388217
sv
0.36412315930388217
hr
0.3606998654104979
lv
0.3581081081081081
tl
0.35020519835841313
en
0.34210526315789475
et
0.33751743375174337
sk
0.33098591549295775
sl
0.3035190615835778
fi
0.2770167427701674
cs
0.2448330683624801
lt
0.2313915857605178
de
0.22003284072249588
is
0.22003284072249588
pl
0.22003284072249588
ro
0.21617161716171615
hu
0.1782006920415225
ms
0.1394927536231884
eu
0.13636363636363635
az
0.11048689138576778
reliable
true
passes
true
4
name
"Hunter"
dialogue
"Is this a joke? Look, kid, people are missing. I need real information. Did you see a vehicle? Did you see anyone acting suspicious?"
detectedLang
"en"
heavyLang
"en"
scores
en
0.8122183274912369
tl
0.6455576559546313
ca
0.5554238292827505
ro
0.5530393325387366
nl
0.5437956204379563
fr
0.5338719701678061
sv
0.4894486044928522
da
0.4834710743801653
pt
0.47405329593267886
no
0.4669509594882729
et
0.4533527696793003
de
0.43820224719101125
es
0.4172494172494172
hu
0.4131455399061033
it
0.40570522979397783
yo
0.3985565356856456
cs
0.38016528925619836
hr
0.37913907284768217
is
0.3786246893123446
sq
0.35121107266435986
ms
0.34725848563968675
az
0.34554973821989526
pl
0.3409490333919156
sk
0.31255728689275897
lt
0.28023032629558536
sl
0.28023032629558536
lv
0.2682926829268293
fi
0.2291880781089414
tr
0.22440537745604963
eu
0.21383647798742136
vi
0.1506228765571914
zh
0.09310761789600969
be
0.08536585365853659
uk
0.07749077490774908
reliable
true
passes
true
5
name
"Hunter"
dialogue
"Damn it. We're not finished here,"
detectedLang
"en"
heavyLang
"en"
scores
en
0.8125000000000001
sq
0.45255474452554745
tl
0.4063324538258575
da
0.30769230769230765
it
0.29467084639498436
lv
0.27652733118971057
fr
0.25742574257425743
tr
0.25742574257425743
yo
0.2524916943521595
reliable
true
passes
true
6
name
"Maria"
dialogue
"¡Ay, Dios mío! Había alguien... vi algo terrible en los árboles, ¡por favor, alguien tiene que hacer algo!"
detectedLang
"es"
heavyLang
"es"
scores
es
0.8001918158567775
ca
0.6016571064372211
fr
0.5644599303135889
pt
0.5513280689160086
no
0.43438914027149317
it
0.40870387890255444
da
0.40076701821668265
sv
0.39903846153846156
nl
0.3724899598393574
en
0.34141201264488935
sq
0.29775280898876405
tl
0.27494199535962877
fi
0.259478672985782
tr
0.2460796139927624
et
0.20886075949367086
az
0.20076726342711
ro
0.1925064599483204
de
0.18407310704960833
sl
0.1830065359477124
is
0.17654808959156787
ms
0.15768194070080863
vi
0.13793103448275862
lv
0.10841654778887304
eu
0.10714285714285714
hu
0.09156976744186046
pl
0.08625730994152046
reliable
true
passes
true
7
name
"Hunter"
dialogue
"Right. Slow down. Look, I don't know what you're saying. Do you speak English?"
detectedLang
"en"
heavyLang
"en"
scores
en
0.8187749184487134
tl
0.52561669829222
hr
0.3983152827918171
cs
0.3872549019607844
no
0.3757802746566792
da
0.3630573248407643
pl
0.3498049414824447
sq
0.3342210386151798
yo
0.3234100135317997
sv
0.29577464788732394
sk
0.28977272727272724
vi
0.258160237388724
tr
0.2537313432835821
ro
0.24471299093655588
pt
0.2378048780487805
de
0.2260061919504644
ca
0.2163009404388715
sl
0.1935483870967742
it
0.18699186991869918
fr
0.1289198606271777
ms
0.12587412587412586
be
0.12280701754385964
hu
0.11816578483245149
az
0.11190053285968028
et
0.11190053285968028
is
0.11190053285968028
lt
0.11190053285968028
lv
0.11190053285968028
uk
0.11190053285968028
reliable
true
passes
true
8
name
"Maria"
dialogue
"No, no hablo inglés. ¡Por favor! ¡Mira las fotos! ¡Alguien está en peligro!"
detectedLang
"es"
heavyLang
"es"
scores
es
0.8054076198279394
pt
0.6833333333333333
ca
0.6666666666666666
fr
0.4483159117305459
no
0.43113772455089816
sq
0.4297719087635054
nl
0.4256348246674728
tr
0.42143727161997563
it
0.38551099611901685
da
0.36412315930388217
sv
0.36412315930388217
hr
0.3606998654104979
lv
0.3581081081081081
tl
0.35020519835841313
en
0.34210526315789475
et
0.33751743375174337
sk
0.33098591549295775
sl
0.3035190615835778
fi
0.2770167427701674
cs
0.2448330683624801
lt
0.2313915857605178
de
0.22003284072249588
is
0.22003284072249588
pl
0.22003284072249588
ro
0.21617161716171615
hu
0.1782006920415225
ms
0.1394927536231884
eu
0.13636363636363635
az
0.11048689138576778
reliable
true
passes
true
9
name
"Hunter"
dialogue
"Is this a joke? Look, kid, people are missing. I need real information. Did you see a vehicle? Did you see anyone acting suspicious?"
detectedLang
"en"
heavyLang
"en"
scores
en
0.8122183274912369
tl
0.6455576559546313
ca
0.5554238292827505
ro
0.5530393325387366
nl
0.5437956204379563
fr
0.5338719701678061
sv
0.4894486044928522
da
0.4834710743801653
pt
0.47405329593267886
no
0.4669509594882729
et
0.4533527696793003
de
0.43820224719101125
es
0.4172494172494172
hu
0.4131455399061033
it
0.40570522979397783
yo
0.3985565356856456
cs
0.38016528925619836
hr
0.37913907284768217
is
0.3786246893123446
sq
0.35121107266435986
ms
0.34725848563968675
az
0.34554973821989526
pl
0.3409490333919156
sk
0.31255728689275897
lt
0.28023032629558536
sl
0.28023032629558536
lv
0.2682926829268293
fi
0.2291880781089414
tr
0.22440537745604963
eu
0.21383647798742136
vi
0.1506228765571914
zh
0.09310761789600969
be
0.08536585365853659
uk
0.07749077490774908
reliable
true
passes
true
10
name
"Maria"
dialogue
"¡No entiendo! ¡Por favor, escúchame!"
detectedLang
"es"
heavyLang
"es"
scores
es
0.7761862130707252
pt
0.7200447928331467
ca
0.6522948539638386
it
0.5238095238095238
en
0.5164410058027079
fr
0.48240165631469983
sq
0.43820224719101125
no
0.39320388349514557
nl
0.36224489795918363
lv
0.3438320209973753
hr
0.2877492877492877
fi
0.2668621700879765
sk
0.2668621700879765
tr
0.26035502958579887
tl
0.24242424242424243
et
0.23547400611620795
pl
0.23076923076923078
ro
0.22360248447204967
da
0.20634920634920634
sl
0.20634920634920634
sv
0.20634920634920634
reliable
true
passes
true
11
name
"Hunter"
dialogue
"Damn it. We're not finished here."
detectedLang
"en"
heavyLang
"en"
scores
en
0.8125000000000001
sq
0.45255474452554745
tl
0.4063324538258575
da
0.30769230769230765
it
0.29467084639498436
lv
0.27652733118971057
fr
0.25742574257425743
tr
0.25742574257425743
yo
0.2524916943521595
reliable
true
passes
true