Run: 2025-11-18-01KACPB533NXE20721HAF50V41

Run Details

Model:: Gemini 3 Pro (Preview)
Test:: Language Writing
Scenario:: Character dialogue (French) in a story
Duration:: 17.1s
Cost:: $0.021868
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="Marie">
Marie is a 30-year old college student on a study abroad program. Born in France, she is fluent in French 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 French, 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:

Marie 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 French, and Hunter looks confused.

They talk for a while, until Hunter gets a call and has to leave.

Return the dialogue between Marie and Hunter as a voice sheet:

Marie: "..."
Hunter: "..."

Model response

**Hunter:** "Excuse me, Miss? Detective Hunter. Alborn Police Department. I need a moment of your time."

**Marie:** "Oh! Pardon... je... je ne parle pas anglais."

**Hunter:** "Right. Look, I've seen you around town with that camera. Always snapping pictures. I need to know if you were near the Apple Festival grounds last Tuesday night. We have a witness who puts you there around nine."

**Marie:** "Je ne comprends pas ce que vous dites, monsieur. Mardi? Le festival?" *[She grips the camera tightly, her hands trembling visibly.]* "C'est à propos de ce que j'ai vu ? C'était horrible... l'ombre près du vieux hangar..."

**Hunter:** "The Festival. Apples? Big crowd? Look, I’m investigating the disappearances. Did you see anyone acting suspicious? Ma'am, I need you to work with me here."

**Marie:** *[Her voice raises an octave, shaken.]* "Il m'a regardée. Je suis sûre qu'il m'a vue prendre la photo. J'ai tellement peur. S'il vous plaît, je veux juste renter en France."

**Hunter:** *[He rubs his temples, frowning deeply.]* "English, ma'am. Do. You. Speak. English?"

**Marie:** *[She shakes her head frantically.]* "Non. Non anglais. Juste français. Mais... regardez." *[She taps the LCD screen of her camera aggressively.]* "Il est là. Dans l'image. L'homme."

**Hunter:** "You keep pointing at that thing. Are you trying to show me a picture? I don't have time for photography lessons. I need a verbal statement. Did you see the missing girl?"

**Marie:** "Je ne sais pas quoi faire! Pourquoi personne ne me comprend?" *[She puts a hand to her forehead, looking pale.]*

**Hunter:** *[He sighs, his frustration mounting.]* "Okay, this is going nowhere. We’re going to need a translator. Just... stay put, alright? Don't go anywhere."

*[Hunter’s cell phone rings sharply. He answers it immediately.]*

**Hunter:** "Hunter... Yeah... Another one? At the silos? Alright, I'm five minutes out." *[He hangs up and looks back at Marie.]* "I have to go. Don't leave town. You understand? No leave."

**Marie:** "Monsieur, s'il vous plaît, ne me laissez pas seule..."

**Hunter:** "We'll figure this out later."

Evaluation details

Result

Evaluator

Details

Meta Data

100.00%

Parse dialogue

n/a

dialogue

name

"Hunter"

dialogue

"Excuse me, Miss? Detective Hunter. Alborn Police Department. I need a moment of your time."

detectedLang

"en"

heavyLang

"en"

scores

en	0.7749510763209393
tl	0.6885157096424702
ro	0.6261378413524057
ca	0.5998608211551845
no	0.5987438939288207
fr	0.5933521923620934
it	0.5839363241678727
sq	0.5805981035740335
pt	0.5721726190476191
nl	0.5392628205128205
es	0.5283018867924528
hr	0.5240066225165563
cs	0.5184254606365158
da	0.5143581081081081
de	0.4852282900626679
sk	0.46211412535079516
sv	0.46009389671361506
sl	0.44764649375600385
pl	0.44336882865440463
ms	0.4406614785992217
et	0.4384765625
yo	0.3991640543364681
hu	0.38568376068376065
az	0.37158469945355194
lt	0.343607305936073
tr	0.32590855803048063
is	0.2830423940149626
fi	0.27854454203262236
lv	0.27854454203262236
eu	0.2219215155615697
vi	0.18785310734463279
be	0.10852713178294573
uk	0.0987460815047022

reliable

true

passes

true

name

"Marie"

dialogue

"Oh! Pardon... je... je ne parle pas anglais."

detectedLang

"fr"

heavyLang

"fr"

scores

fr	0.7376705141657922
lt	0.688667496886675
sl	0.6757457846952011
cs	0.6537396121883656
nl	0.6183206106870229
sq	0.6050552922590837
hr	0.5812395309882747
ca	0.5567375886524822
sk	0.5335820895522388
lv	0.5059288537549407
it	0.4929006085192698
ro	0.4929006085192698
yo	0.3946731234866829
pl	0.3872549019607844
tr	0.3796526054590571
hu	0.3734335839598998
ms	0.37027707808564225
es	0.3686868686868687
de	0.36386768447837153
en	0.34895833333333337
tl	0.29577464788732394
fi	0.26035502958579887
az	0.21875
et	0.20127795527156547
pt	0.20127795527156547
da	0.19093851132686085
no	0.19093851132686085
sv	0.19093851132686085

reliable

true

passes

true

name

"Hunter"

dialogue

"Right. Look, I've seen you around town with that camera. Always snapping pictures. I need to know if you were near the Apple Festival grounds last Tuesday night. We have a witness who puts you there around nine."

detectedLang

"en"

heavyLang

"en"

scores

en	0.8141263940520446
tl	0.6105919003115265
fr	0.45934256055363326
da	0.4488536155202822
sv	0.41342092914124823
nl	0.4013409961685824
no	0.39671814671814676
de	0.37810945273631835
ca	0.3756243756243756
cs	0.3615934627170583
it	0.35199585277345774
ro	0.34452018877818563
et	0.33581296493092455
hr	0.3124312431243124
es	0.31167400881057267
ms	0.3047830923248054
pl	0.2985409652076319
yo	0.29537767756482525
pt	0.29017603634298694
sq	0.2824339839265212
lv	0.27578215527230593
sk	0.26556991774383076
sl	0.24150485436893204
lt	0.23076923076923078
hu	0.1883116883116883
az	0.1672218520986009
tr	0.10522548317823907
is	0.0994236311239193
vi	0.09616775126536516
fi	0.09156976744186046
be	0.05303030303030303
eu	0.05303030303030303
uk	0.04798172124904798

reliable

true

passes

true

name

"Marie"

dialogue

"C'est à propos de ce que j'ai vu ? C'était horrible... l'ombre près du vieux hangar..."

detectedLang

"fr"

heavyLang

"fr"

scores

fr	0.8081645181092695
ca	0.5736698499317872
es	0.5051464766429137
pt	0.46074201898188094
eu	0.42660550458715596
sv	0.4013409961685824
tl	0.3996157540826129
ro	0.3718592964824121
it	0.3543388429752066
no	0.34210526315789475
da	0.3272335844994618
en	0.2857142857142857
lt	0.2707117852975496
nl	0.2690058479532163
yo	0.2550655542312277
hu	0.24425634824667475
tr	0.23406862745098037
de	0.21875
ms	0.1935483870967742
is	0.17546174142480211
sq	0.1677762982689747
vi	0.1367403314917127
cs	0.10071942446043164
hr	0.10071942446043164
pl	0.09682080924855492
az	0.09156976744186046
et	0.08625730994152046
sk	0.08625730994152046
sl	0.08625730994152046

reliable

true

passes

true

name

"Hunter"

dialogue

"The Festival. Apples? Big crowd? Look, I’m investigating the disappearances. Did you see anyone acting suspicious? Ma'am, I need you to work with me here."

detectedLang

"en"

heavyLang

"en"

scores

en	0.7958970064894285
tl	0.6609874826147426
fr	0.5566166439290586
pt	0.5053272450532724
ca	0.47636949516648763
nl	0.46866485013623976
no	0.45953436807095344
it	0.4444444444444444
es	0.43965517241379315
ms	0.43247962747380675
et	0.4240992321323095
sq	0.4206773618538324
ro	0.420332936979786
hr	0.4036697247706422
da	0.3940335612181479
cs	0.39290161892901615
sv	0.38485804416403785
sl	0.3486973947895792
sk	0.32055749128919864
lt	0.30057388809182206
lv	0.2867593269934162
de	0.2641509433962264
yo	0.25344563552833077
pl	0.2494226327944573
az	0.23469387755102045
hu	0.18546365914786966
is	0.1709183673469388
fi	0.1680887372013652
be	0.06698564593301436
tr	0.06698564593301436
uk	0.06069364161849711
vi	0.06069364161849711

reliable

true

passes

true

name

"Marie"

dialogue

"Il m'a regardée. Je suis sûre qu'il m'a vue prendre la photo. J'ai tellement peur. S'il vous plaît, je veux juste renter en France."

detectedLang

"fr"

heavyLang

"fr"

scores

fr	0.8040571692023974
ca	0.5806610754810064
es	0.5002939447383892
en	0.48948948948948945
nl	0.4766009852216749
no	0.47368421052631576
it	0.44948186528497414
ro	0.4418910045961917
da	0.419002050580998
tl	0.410949410949411
sl	0.38672438672438675
de	0.380466472303207
sv	0.3708364174685418
pt	0.3656716417910448
tr	0.3613824192336589
yo	0.34965570007651114
hr	0.34615384615384615
cs	0.33852140077821014
sk	0.3301812450748621
sq	0.28451178451178455
et	0.24578527062999111
az	0.22089825847846015
pl	0.21150278293135436
eu	0.2100371747211896
is	0.18504314477468842
ms	0.17874396135265702
hu	0.1353001017293998
fi	0.08993576017130622
vi	0.08993576017130622
hi	0.08306364617044228
lv	0.06490649064906491

reliable

true

passes

true

name

"Hunter"

dialogue

"English, ma'am. Do. You. Speak. English?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.7706422018348624
cs	0.51338199513382
hr	0.4897959183673469
tl	0.4708994708994709
pt	0.43820224719101125
pl	0.41690962099125367
sk	0.39759036144578314
sl	0.375
sq	0.36908517350157727
vi	0.35691318327974275
no	0.2907801418439716
yo	0.2805755395683453
da	0.2647058823529412
de	0.2647058823529412
ms	0.2647058823529412
ro	0.2647058823529412
sv	0.2647058823529412

reliable

true

passes

true

name

"Marie"

dialogue

"Il est là. Dans l'image. L'homme."

detectedLang

"fr"

heavyLang

"fr"

scores

fr	0.8352553542009885
ca	0.5850622406639004
it	0.562363238512035
da	0.5121951219512195
ro	0.4884910485933504
vi	0.43977591036414565
az	0.36507936507936506
no	0.3174061433447099
en	0.3055555555555556
yo	0.3055555555555556
tr	0.29577464788732394
sl	0.2805755395683453
et	0.2779783393501805

reliable

true

passes

true

name

"Hunter"

dialogue

"You keep pointing at that thing. Are you trying to show me a picture? I don't have time for photography lessons. I need a verbal statement. Did you see the missing girl?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.8194635488308115
tl	0.6701225259189445
da	0.5671887881286067
no	0.5495495495495496
fr	0.5440729483282675
nl	0.4760479041916168
it	0.4284158954817637
ro	0.41892639734366355
pt	0.4182825484764543
sv	0.41666666666666663
hr	0.4101123595505618
sq	0.402390438247012
et	0.38380281690140844
yo	0.3812610489098409
pl	0.358974358974359
cs	0.3526510480887793
ms	0.3490390576565406
de	0.3445692883895131
ca	0.3064729194187582
sk	0.3027888446215139
sl	0.29624664879356566
lt	0.28082191780821925
lv	0.27335640138408307
is	0.2579505300353357
az	0.23580786026200873
es	0.22451994091580502
hu	0.21407185628742514
fi	0.17061611374407584
tr	0.1640127388535032
vi	0.11242603550295857
hi	0.06832298136645963
be	0.0625
eu	0.0625
uk	0.05660377358490566

reliable

true

passes

true

name

"Marie"

dialogue

"Je ne sais pas quoi faire! Pourquoi personne ne me comprend?"

detectedLang

"fr"

heavyLang

"fr"

scores

fr	0.8234316576651434
nl	0.6046511627906976
it	0.5663265306122449
ca	0.5609504132231405
sq	0.5213963963963963
hr	0.49584816132858833
es	0.48296836982968366
sl	0.47788697788697787
en	0.46406052963430017
lt	0.4585987261146497
de	0.4385733157199472
ro	0.4121715076071923
cs	0.4039270687237027
sk	0.3963068181818182
pt	0.39458689458689455
ms	0.37591776798825255
tl	0.35703479576399394
lv	0.2951907131011609
no	0.28451178451178455
fi	0.2772108843537415
yo	0.2772108843537415
tr	0.2747440273037543
et	0.2659758203799654
pl	0.2608695652173913
hu	0.25438596491228066
sv	0.169921875
da	0.1533864541832669
fa	0.15
is	0.1290983606557377
az	0.121900826446281

reliable

true

passes

true

name

"Hunter"

dialogue

"Okay, this is going nowhere. We’re going to need a translator. Just... stay put, alright? Don't go anywhere."

detectedLang

"en"

heavyLang

"en"

scores

en	0.8034591194968553
tl	0.5529327610872675
yo	0.45746527777777773
pl	0.4369369369369369
hr	0.43284936479128855
et	0.4041944709246902
no	0.37624750499001997
da	0.3743743743743744
nl	0.3648373983739837
de	0.3609406952965235
sl	0.34623430962343094
sk	0.34210526315789475
cs	0.3400211193241816
hu	0.3315508021390375
ro	0.32432432432432434
sq	0.32212581344902386
ca	0.3154435925520263
sv	0.3131868131868132
pt	0.31015452538631344
fr	0.3024553571428571
lv	0.29298642533936653
lt	0.28815489749430523
es	0.25059952038369304
it	0.23124231242312424
ms	0.2264851485148515
is	0.21085858585858586
vi	0.20178799489144317
tr	0.1830065359477124
eu	0.17979002624671916
az	0.1710875331564987
fi	0.09156976744186046

reliable

true

passes

true

name

"Hunter"

dialogue

"I have to go. Don't leave town. You understand? No leave."

detectedLang

"en"

heavyLang

"en"

scores

en	0.8225152129817445
da	0.6637848222862631
no	0.6492985971943889
pl	0.5986238532110092
tl	0.5721271393643031
cs	0.5320855614973261
sk	0.5231607629427792
hr	0.5042492917847025
sv	0.4992846924177396
lv	0.47447447447447455
yo	0.46236559139784944
ca	0.43820224719101125
it	0.35779816513761464
de	0.3554327808471455
nl	0.3371212121212121
lt	0.3230174081237911
ro	0.31906614785992216
tr	0.3110236220472441
pt	0.2827868852459016
es	0.2813141683778234
is	0.2813141683778234
sq	0.2768595041322314
sl	0.25690021231422505
be	0.16666666666666666
hu	0.1606714628297362
az	0.15254237288135594
et	0.15254237288135594
uk	0.15254237288135594
vi	0.15254237288135594

reliable

true

passes

true

name

"Marie"

dialogue

"Monsieur, s'il vous plaît, ne me laissez pas seule..."

detectedLang

"fr"

heavyLang

"fr"

scores

fr	0.8197734294541709
sq	0.5244565217391305
lt	0.48301329394387
ca	0.4514106583072101
sl	0.38162544169611307
nl	0.3333333333333333
it	0.32432432432432434
ms	0.32432432432432434
fi	0.317738791423002
hr	0.24406047516198706
lv	0.2273730684326711
es	0.22566371681415928
ro	0.22566371681415928
et	0.21348314606741572
tr	0.21171171171171171
no	0.20634920634920634
en	0.2009132420091324
pt	0.2009132420091324
cs	0.1898148148148148
hu	0.1898148148148148

reliable

true

passes

true

name

"Hunter"

dialogue

"We'll figure this out later."

detectedLang

"en"

heavyLang

"en"

scores

en	0.7737556561085973
tl	0.5753715498938429
de	0.5294117647058824
fr	0.5215311004784688
nl	0.511002444987775
da	0.4490358126721763
no	0.4444444444444444
ro	0.42363112391930835
pt	0.4117647058823529
sv	0.3006993006993007
ca	0.2779783393501805
sq	0.2779783393501805
hi	0.2753623188405797
pl	0.2753623188405797
es	0.25650557620817843
it	0.25650557620817843

reliable

true

passes

true

created_at	"2025-11-18T23:56:20.125703+00:00" 11/18/2025, 11:56:20 PM
model	"google/gemini-3-pro-preview-20251117"
app_id	182717
external_user	(null)
streamed	true
cancelled	false
latency	2686
moderation_latency	(null)
generation_time	17027
tokens_prompt	268
tokens_completion	1069
native_tokens_prompt	284
native_tokens_completion	1775
native_tokens_completion_images	0
native_tokens_reasoning	1211
native_tokens_cached	0
num_media_prompt	(null)
num_input_audio_prompt	(null)
num_media_completion	0
num_search_results	(null)
origin	"https://ncbench.com/"
is_byok	false
finish_reason	"stop"
native_finish_reason	"STOP"
usage	0.021868
api_type	"completions"
id	"gen-1763510162-1YihcKJfM3SedT4yV9EJ"
upstream_id	(null)
total_cost	0.021868
cache_discount	(null)
upstream_inference_cost	0
provider_name	"Google AI Studio"