Run: 2026-02-25-01KJ952TWC3K6RET23Y9YBMZHP

Run Details

Model:: Gemini 3 Flash (Preview, Reasoning)
Test:: Language Writing
Scenario:: Character dialogue (French) in a story
Duration:: 12.4s
Cost:: $0.006052
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: "Pardon the interruption, miss. Detective Hunter, Alborn PD. I’m checking with everyone who was out by the orchard during the festival kickoff last night. You’ve been carryin' that camera around all morning—did you catch anything unusual on film?"

Marie: "Oh ! Monsieur... pardon. Je... je ne parle pas anglais. Je suis désolée. Est-ce que vous parlez français ?"

Hunter: "French? No, no 'parlay-voo' here. Listen, it’s important. A young woman didn’t come home last night. Did you see anyone near the old cider mill? A man in a dark jacket, maybe?"

Marie: "J’ai vu une chose... c’était effrayant. La lumière était basse, mais j’ai vu une silhouette près des pommiers. Elle courait, elle semblait traîner quelque chose de lourd. Je voulais prendre une photo, mais mes mains... mes mains tremblaient trop."

Hunter: "I'm not following a word of that. Slow down, skip. Did you see the girl? Point toward the woods if you saw her. Yes? No?"

Marie: "C’était comme un cauchemar. Il y avait un cri, puis plus rien. Juste le vent dans les arbres. Je suis venue ici pour me calmer, mais je n’arrive pas à arrêter de trembler. Regardez-moi, je suis terrifiée !"

Hunter: "Look, I don't have time for a language lesson. Show me the display on that camera. Scroll back to about 9:00 PM. Just let me see the screen."

Marie: "Je ne comprends pas ce que vous voulez ! Je vous dis que j'ai vu quelque chose de mal ! Quelque chose de terrible est arrivé dans ce verger, et vous ne m'écoutez pas !"

Hunter: "Dammit. I need a translator. Look, stay right here. Don't leave this cafe, you understand? Just stay... uh... *ici*. Restez *ici*."

Marie: "Pourquoi me regardez-vous comme ça ? Est-ce que je suis en danger ? Monsieur le policier, s'il vous plaît, aidez-moi à comprendre !"

Hunter: "Hang on, my phone's going. Hunter here... Yeah? Another one discovered? Where? The creek? Don't touch the perimeter, I’m five minutes out."

Hunter: "Look, miss, I have to go. Emergency. Duty calls. Just stay in town, okay? We’ll find someone who speaks—whatever that is—and get a formal statement. Keep that camera safe."

Marie: "Monsieur ? Ne partez pas ! Qu'est-ce qui se passe ? Pourquoi tout le monde court ? Oh mon Dieu, qu'est-ce que j'ai vu dans ces bois..."

Evaluation details

Result

Evaluator

Details

Meta Data

100.00%

Parse dialogue

n/a

dialogue

name

"Hunter"

dialogue

"Pardon the interruption, miss. Detective Hunter, Alborn PD. I’m checking with everyone who was out by the orchard during the festival kickoff last night. You’ve been carryin' that camera around all morning—did you catch anything unusual on film?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.7853518928060361
tl	0.6469833119383827
fr	0.4607843137254902
nl	0.4595479855879463
no	0.4240837696335079
de	0.4117647058823529
sv	0.40902578796561606
da	0.39956331877729256
it	0.39934473971605383
ca	0.33920704845814975
ro	0.33841218925421007
ms	0.32098765432098764
cs	0.3207081103334705
pt	0.32014833127317677
es	0.30613961312026916
sq	0.28971157985363755
et	0.27184466019417475
hr	0.23575729504400186
sk	0.21911973497397066
sl	0.21652421652421652
yo	0.2090124640460211
lt	0.20787325972155543
pl	0.19747081712062256
fi	0.15167095115681234
tr	0.10326086956521739
az	0.1008174386920981
is	0.09885308574549426
lv	0.08282379099499723
hu	0.07666480134303302
hi	0.04844290657439446
eu	0.04734411085450346
zh	0.0445859872611465
vi	0.03677758318739054

reliable

true

passes

true

name

"Marie"

dialogue

"Oh ! Monsieur... pardon. Je... je ne parle pas anglais. Je suis désolée. Est-ce que vous parlez français ?"

detectedLang

"fr"

heavyLang

"fr"

scores

fr	0.79688007799805
ca	0.5225362872421696
sl	0.4881244881244881
ro	0.4698897370653096
lt	0.4694397283531409
cs	0.4644387317909169
nl	0.43438914027149317
sq	0.4228993536472761
hr	0.4041944709246902
it	0.3908382066276803
es	0.3890518084066471
pt	0.38605108055009824
sk	0.3641912512716175
lv	0.33510638297872336
yo	0.2799539170506913
pl	0.2672919109026964
de	0.26122931442080377
hu	0.259478672985782
tr	0.2568370986920333
ms	0.24789410348977134
en	0.2433414043583535
tl	0.21580928481806777
no	0.17654808959156787
az	0.17546174142480211
da	0.1677762982689747
sv	0.1677762982689747
fi	0.12342215988779803
eu	0.11347517730496455
et	0.09156976744186046
is	0.08625730994152046

reliable

true

passes

true

name

"Hunter"

dialogue

"French? No, no 'parlay-voo' here. Listen, it’s important. A young woman didn’t come home last night. Did you see anyone near the old cider mill? A man in a dark jacket, maybe?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.7971510998918139
tl	0.673913043478261
nl	0.45014662756598234
no	0.44416996047430835
it	0.4289340101522843
sv	0.4180031039834454
ro	0.40570522979397783
de	0.39999999999999997
da	0.39839572192513373
fr	0.38658669574700105
ca	0.36512415349887134
pt	0.35933940774487466
es	0.3578767123287671
tr	0.29950186799501866
sq	0.2861675126903553
lv	0.2598684210526316
yo	0.25644415069398546
hr	0.2419137466307278
cs	0.23417290673927843
fi	0.22733516483516483
pl	0.22733516483516483
et	0.21602787456445993
sl	0.21218487394957983
sk	0.199288256227758
lt	0.18002915451895046
hu	0.1734019103600294
az	0.16543026706231453
ms	0.1610738255033557
eu	0.14253048780487806
is	0.1141732283464567
vi	0.058577405857740586

reliable

true

passes

true

name

"Marie"

dialogue

"J’ai vu une chose... c’était effrayant. La lumière était basse, mais j’ai vu une silhouette près des pommiers. Elle courait, elle semblait traîner quelque chose de lourd. Je voulais prendre une photo, mais mes mains... mes mains tremblaient trop."

detectedLang

"fr"

heavyLang

"fr"

scores

fr	0.8015058179329226
ca	0.453654860587792
it	0.3993371996685998
en	0.39633638634471274
de	0.34329710144927533
nl	0.3265211333023688
pt	0.3192488262910798
ro	0.3028846153846154
tl	0.2899118511263467
no	0.2673067205659424
da	0.26321138211382117
es	0.25831202046035806
sl	0.23199152542372883
yo	0.19399666481378544
sq	0.18401800787844683
sv	0.15990730011587484
et	0.15795586527293842
lv	0.15005861664712777
hr	0.1475602586713698
tr	0.1475602586713698
ms	0.14655679811653916
cs	0.1394658753709199
sk	0.13432835820895522
hu	0.12965186074429771
lt	0.11260709914320685
pl	0.10714285714285714
fi	0.10161090458488227
az	0.10105393676379418
vi	0.054758800521512385
hi	0.0504256712508186
eu	0.046052631578947366

reliable

true

passes

true

name

"Hunter"

dialogue

"I'm not following a word of that. Slow down, skip. Did you see the girl? Point toward the woods if you saw her. Yes? No?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.8214285714285714
tl	0.6464646464646464
no	0.48186528497409326
nl	0.38271604938271603
da	0.37777777777777777
yo	0.3721973094170404
fr	0.3630573248407643
pl	0.35424354243542433
tr	0.3445692883895131
it	0.28789420142421157
pt	0.2842535787321063
ca	0.2790937178166838
es	0.2776057791537668
ms	0.25611052072263546
sv	0.25611052072263546
et	0.2497320471596999
sk	0.23995656894679696
hr	0.23329682365826945
cs	0.23076923076923078
lv	0.22308546059933407
is	0.1898148148148148
hu	0.1822429906542056
de	0.1764705882352941
sq	0.1764705882352941
ro	0.16567342073897498
sl	0.11392405063291139
lt	0.10485933503836317
az	0.09090909090909091
eu	0.09090909090909091
vi	0.09090909090909091
fi	0.08256880733944955

reliable

true

passes

true

name

"Marie"

dialogue

"C’était comme un cauchemar. Il y avait un cri, puis plus rien. Juste le vent dans les arbres. Je suis venue ici pour me calmer, mais je n’arrive pas à arrêter de trembler. Regardez-moi, je suis terrifiée !"

detectedLang

"fr"

heavyLang

"fr"

scores

fr	0.7963800904977375
ca	0.4835501147666412
es	0.47491248541423564
it	0.46107784431137727
en	0.38803263825929285
pt	0.38524590163934425
ro	0.3738404452690167
nl	0.3658994833255049
da	0.34593023255813954
no	0.3395303326810176
yo	0.3356299212598425
tl	0.29503916449086165
sq	0.265905383360522
sl	0.2614879649890591
et	0.23900789177001125
sv	0.2351274787535411
ms	0.22989161437535655
hu	0.22100403923831505
de	0.16718075262183835
pl	0.15887850467289721
az	0.15147705845380263
tr	0.11879895561357702
hr	0.11242603550295857
lv	0.11008569545154911
cs	0.09819639278557114
sk	0.09698996655518395
eu	0.09456740442655936
fi	0.09029649595687331
vi	0.06767955801104972
lt	0.06315058986814712

reliable

true

passes

true

name

"Hunter"

dialogue

"Look, I don't have time for a language lesson. Show me the display on that camera. Scroll back to about 9:00 PM. Just let me see the screen."

detectedLang

"en"

heavyLang

"en"

scores

en	0.80829950383401
tl	0.6073903002309469
no	0.5607235142118864
da	0.5246085011185682
et	0.4603174603174603
ca	0.4585987261146497
fr	0.4572158365261813
sv	0.442257217847769
ro	0.44078947368421056
pt	0.4337108594270486
cs	0.42333785617367703
yo	0.4089012517385257
it	0.40308988764044945
nl	0.4026704146170063
hr	0.38804895608351336
es	0.3722304283604136
sq	0.3708364174685418
sk	0.35993975903614456
ms	0.3511450381679389
pl	0.34615384615384615
sl	0.32216905901116427
de	0.3172690763052209
fi	0.3044189852700491
is	0.2892976588628763
lt	0.2685025817555938
lv	0.23076923076923078
hu	0.20782851817334574
hi	0.17153996101364524
eu	0.14829659318637273
tr	0.1474423269809428
az	0.1353001017293998
vi	0.1353001017293998
be	0.07608695652173912
uk	0.06900328587075576

reliable

true

passes

true

name

"Marie"

dialogue

"Je ne comprends pas ce que vous voulez ! Je vous dis que j'ai vu quelque chose de mal ! Quelque chose de terrible est arrivé dans ce verger, et vous ne m'écoutez pas !"

detectedLang

"fr"

heavyLang

"fr"

scores

fr	0.7924528301886793
ca	0.5807926829268293
es	0.513561320754717
en	0.5056920311563811
it	0.4993932038834951
nl	0.46428571428571425
de	0.44779116465863456
ro	0.42267319804058784
pt	0.4157223796033995
sq	0.39956331877729256
da	0.38294689603590126
no	0.3159203980099502
tr	0.2978723404255319
sk	0.28879310344827586
tl	0.27884615384615385
cs	0.2775831873905429
sl	0.2673179396092362
lt	0.25876010781671155
hr	0.2560865644724977
yo	0.23752310536044363
ms	0.233983286908078
sv	0.23327137546468402
hu	0.22680412371134018
et	0.21052631578947367
az	0.19668938656280427
eu	0.16158536585365854
pl	0.15384615384615385
fi	0.15123456790123457
lv	0.11099137931034482

reliable

true

passes

true

name

"Hunter"

dialogue

"Dammit. I need a translator. Look, stay right here. Don't leave this cafe, you understand? Just stay... uh... ici. Restez ici."

detectedLang

"en"

heavyLang

"en"

scores

en	0.7860635696821516
sv	0.5385629531970995
tl	0.5286195286195287
da	0.5260663507109005
no	0.5260663507109005
et	0.43820224719101125
ro	0.4313566206336312
de	0.4295028524857376
cs	0.4266994266994267
sq	0.42244224422442245
ca	0.41569282136894825
fr	0.40374787052810895
pl	0.38917975567190227
nl	0.3843447669305189
hr	0.38271604938271603
it	0.35064935064935066
sk	0.33586337760910817
pt	0.33396764985727884
yo	0.2857142857142857
es	0.2849846782431052
lt	0.2790937178166838
sl	0.2776057791537668
tr	0.2776057791537668
eu	0.2768595041322314
lv	0.27007299270072993
az	0.2639327024185068
ms	0.25690021231422505
hu	0.24160346695557963
vi	0.23995656894679696
is	0.2324561403508772
be	0.09090909090909091
fi	0.08256880733944955
uk	0.08256880733944955

reliable

true

passes

true

name

"Marie"

dialogue

"Pourquoi me regardez-vous comme ça ? Est-ce que je suis en danger ? Monsieur le policier, s'il vous plaît, aidez-moi à comprendre !"

detectedLang

"fr"

heavyLang

"fr"

scores

fr	0.8177768779105081
es	0.5417515274949084
nl	0.5263157894736842
ca	0.5192307692307693
it	0.4851258581235698
en	0.46010797840431916
pt	0.4485294117647059
ro	0.4375
no	0.42675159235668786
da	0.42565411614550097
sl	0.3767313019390581
sv	0.35668334524660467
yo	0.3103448275862069
tl	0.27768860353130015
eu	0.23599320882852293
de	0.22945205479452058
et	0.2248062015503876
lt	0.2248062015503876
hr	0.22346850733390855
pl	0.2214532871972318
fi	0.2125984251968504
cs	0.20913884007029876
sk	0.20424403183023873
sq	0.20353982300884957
tr	0.16820702402957485
hu	0.16123019571295433
ms	0.15572232645403375
is	0.12959381044487428
lv	0.08998988877654197
az	0.07692307692307693

reliable

true

passes

true

name

"Hunter"

dialogue

"Hang on, my phone's going. Hunter here... Yeah? Another one discovered? Where? The creek? Don't touch the perimeter, I’m five minutes out."

detectedLang

"en"

heavyLang

"en"

scores

en	0.8068432671081677
tl	0.5353159851301116
fr	0.4412515964240102
nl	0.3798724309000709
sq	0.37095614665708126
es	0.36363636363636365
ca	0.34358589647411847
da	0.33962264150943394
et	0.3227554179566564
no	0.31640625
de	0.307753164556962
sv	0.3
sk	0.2983159582999198
ms	0.28513071895424835
pt	0.279835390946502
cs	0.2774566473988439
pl	0.2714404662781016
hr	0.25595238095238093
ro	0.25531914893617025
it	0.25213675213675213
fi	0.25021422450728364
sl	0.2297535211267606
yo	0.17218543046357618
tr	0.1698292220113852
vi	0.13194444444444445
lt	0.12236710130391174
hi	0.08759124087591241
lv	0.06316916488222697

reliable

true

passes

true

name

"Hunter"

dialogue

"Look, miss, I have to go. Emergency. Duty calls. Just stay in town, okay? We’ll find someone who speaks—whatever that is—and get a formal statement. Keep that camera safe."

detectedLang

"en"

heavyLang

"en"

scores

en	0.810571892476998
tl	0.5915985997666278
da	0.4925084581923635
it	0.4760479041916168
yo	0.4482396216500263
sv	0.44765912677538144
pl	0.4447382337387626
ro	0.4432661717921527
nl	0.44237918215613387
ca	0.4357872111767867
es	0.42434210526315785
de	0.4143892916899052
no	0.4003426613363792
fr	0.3979357798165138
pt	0.36053593179049936
cs	0.34660858742999384
hr	0.3462017434620174
sk	0.3324856961220598
hu	0.32388924661944624
sq	0.3208279430789133
sl	0.31862426995457493
az	0.3137254901960784
et	0.2886178861788618
is	0.27586206896551724
ms	0.27486187845303867
lt	0.27133934767522555
lv	0.26624737945492666
tr	0.2505353319057816
eu	0.11242603550295857
vi	0.11242603550295857
be	0.0625
fi	0.05660377358490566
uk	0.05660377358490566

reliable

true

passes

true

name

"Marie"

dialogue

"Monsieur ? Ne partez pas ! Qu'est-ce qui se passe ? Pourquoi tout le monde court ? Oh mon Dieu, qu'est-ce que j'ai vu dans ces bois..."

detectedLang

"fr"

heavyLang

"fr"

scores

fr	0.824945295404814
it	0.5503091624508151
ca	0.505256648113791
ro	0.4531784005468216
pt	0.4482758620689655
es	0.4428969359331476
nl	0.4301994301994302
da	0.3934799090219864
en	0.35691318327974275
sl	0.35691318327974275
sq	0.3453355155482815
sv	0.3237531699070161
hu	0.3097497842968076
tl	0.2920353982300885
hr	0.2812219227313567
no	0.2747053490480508
yo	0.2647058823529412
cs	0.2599444958371878
lt	0.25719591457753016
de	0.23736892278360344
et	0.22330097087378642
ms	0.21491658488714427
fi	0.1919191919191919
lv	0.1794871794871795
tr	0.1675338189386056
az	0.09090909090909091
eu	0.09090909090909091
hi	0.0888382687927107
pl	0.08045977011494253
is	0.07514450867052024
sk	0.07300115874855156

reliable

true

passes

true