Run: 2026-05-10-01KR8X3N0F80Y635A9EVKF17TA

Run Details

Model:: Gemini 3.1 Flash Lite (Reasoning)
Test:: Language Writing
Scenario:: Character dialogue (French) in a story
Duration:: 3.3s
Cost:: $0.000892
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

The air in the Alborn Café smelled of roasted beans and the faint, sugary scent of spiced cider—a reminder that the Apple Festival was fast approaching. Marie sat by the window, the lens of her DSLR resting against her cheek as she scrolled through photographs of the town square. She didn't notice the shadow falling over her table until the floorboards creaked.

Hunter stood there, his frame filling the space with an intensity that didn't belong in the sleepy shop. He tapped a badge pinned to his coat, his brow furrowed with the weariness of a man who hadn't slept enough this week.

***

**Voice Sheet**

**Hunter:** "Excuse me. You've been out around the square with that camera every day this week. I'm Detective Hunter. I’m looking into the disappearances—did you happen to see anyone near the old warehouse yesterday evening?"

**Marie:** "Oh, mon Dieu… c’était horrible. Je—je ne voulais pas regarder, mais il y avait une ombre, une silhouette sombre… tout est allé si vite. J'ai eu si peur que j'en ai tremblé, monsieur. Est-ce que quelqu'un d'autre a vu quelque chose ?"

**Hunter:** (Stares blankly, his jaw tight) "Look, I don't follow. I’m just trying to track people who were in the area. Did you see a truck? Did you see anyone leave?"

**Marie:** "Je ne comprends pas… pourquoi me posez-vous ces questions ? Je ne parle pas anglais, monsieur. S'il vous plaît, je suis juste une étudiante… je veux juste rentrer chez moi."

**Hunter:** "Listen, miss, I need you to focus. This is a potential crime scene we're talking about. Were there people there? Yes or no?"

**Marie:** (Clutching her camera tightly, her voice trembling) "Non, non… les mots, ils ne viennent pas. Il n'y a personne pour m'aider ici ? C'est terrifiant, cette ville… elle a quelque chose de mauvais."

**Hunter:** (His phone buzzes sharply in his pocket. He glances at the screen, curses under his breath, and points at his watch.) "Talk about bad timing. Something just came up at the station. Stay here, don't leave town—I’ll find someone who speaks your language, whatever it is. We're not done."

**Marie:** "Monsieur ? Attendez ! Je… je ne sais pas comment vous expliquer… s'il vous plaît !"

Evaluation details

Result

Evaluator

Details

Meta Data

100.00%

Parse dialogue

n/a

dialogue

name

"Hunter"

dialogue

"Excuse me. You've been out around the square with that camera every day this week. I'm Detective Hunter. I’m looking into the disappearances—did you happen to see anyone near the old warehouse yesterday evening?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.8021013241220495
tl	0.6434128630705395
nl	0.4811320754716981
fr	0.4350862777321282
it	0.3783905967450271
no	0.3758511121198366
sv	0.3289409468033187
ro	0.32098765432098764
pt	0.3186323092170466
da	0.3169398907103825
de	0.30904522613065327
es	0.2838541666666667
ca	0.2635243706480985
ms	0.2543383947939262
sq	0.21563034797490016
sl	0.19590643274853803
cs	0.16968599033816426
et	0.16158536585365854
yo	0.150710315009265
sk	0.14436838830118232
lv	0.12476129853596435
hr	0.11745827984595635
is	0.11632390745501286
pl	0.08940397350993379
lt	0.07031778228532792
hu	0.06398910823689584
fi	0.05172413793103448
tr	0.04114365411436541

reliable

true

passes

true

name

"Marie"

dialogue

"Oh, mon Dieu… c’était horrible. Je—je ne voulais pas regarder, mais il y avait une ombre, une silhouette sombre… tout est allé si vite. J'ai eu si peur que j'en ai tremblé, monsieur. Est-ce que quelqu'un d'autre a vu quelque chose ?"

detectedLang

"fr"

heavyLang

"fr"

scores

fr	0.796119235095613
it	0.46096654275092935
es	0.4204636290967226
ca	0.41953562850280224
ro	0.4020618556701031
en	0.37337942955920483
nl	0.34507678410117437
sl	0.31700423928403204
sq	0.3124703651019441
pt	0.30488974113135187
tl	0.2961165048543689
cs	0.2753623188405797
no	0.25564681724846
hr	0.24518479958355027
sk	0.2404400209533787
lt	0.23036093418259024
hu	0.22625400213447172
yo	0.2183288409703504
da	0.21790722761596548
de	0.21323928377645143
tr	0.18858421936205932
pl	0.1719017704169046
vi	0.15893271461716937
lv	0.1555037856726849
eu	0.1475602586713698
sv	0.13793103448275862
fi	0.13277511961722488
az	0.11314984709480122
ms	0.09204758922980588
hi	0.051047120418848166
is	0.049180327868852465
et	0.04163912756113682

reliable

true

passes

true

name

"Hunter"

dialogue

"Look, I don't follow. I’m just trying to track people who were in the area. Did you see a truck? Did you see anyone leave?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.8315583568789393
tl	0.6504285069914298
it	0.4444444444444444
yo	0.4097486671744097
ca	0.4079449961802903
sv	0.386381631037213
pl	0.3673469387755102
cs	0.36527436527436524
no	0.3509212730318258
et	0.3393009377664109
da	0.336472602739726
ro	0.32373472949389176
hr	0.3213660245183888
sl	0.3201754385964912
sk	0.3011722272317403
nl	0.2857142857142857
de	0.28439519852262235
sq	0.26817752596789424
fr	0.2597898758357211
lv	0.2475728155339806
lt	0.24316406250000003
hu	0.22344689378757512
az	0.21875
ms	0.21796165489404642
tr	0.1594360086767896
pt	0.15300546448087432
is	0.15115005476451257
vi	0.14647577092511013
es	0.14553472987872104
be	0.08284023668639054
eu	0.08284023668639054
fi	0.07517899761336516
uk	0.07517899761336516

reliable

true

passes

true

name

"Marie"

dialogue

"Je ne comprends pas… pourquoi me posez-vous ces questions ? Je ne parle pas anglais, monsieur. S'il vous plaît, je suis juste une étudiante… je veux juste rentrer chez moi."

detectedLang

"fr"

heavyLang

"fr"

scores

fr	0.8104587869362363
ca	0.506578947368421
es	0.49768160741885625
it	0.473826227738802
en	0.4628099173553719
pt	0.4268077601410935
sl	0.4230769230769231
sq	0.3894802755165936
nl	0.3781887755102041
ro	0.3769968051118211
lt	0.34299191374663074
hr	0.3157894736842105
tl	0.31095406360424027
de	0.30997876857749473
ms	0.28623718887262084
cs	0.27616926503340755
et	0.26248108925869895
sk	0.22680412371134018
no	0.2243436754176611
lv	0.20796100731112918
pl	0.19221209610604806
fi	0.14323374340949035
yo	0.14323374340949035
tr	0.1356382978723404
hu	0.1325622775800712
da	0.10958904109589042
sv	0.10958904109589042
eu	0.06787762906309751
az	0.06698564593301436

reliable

true

passes

true

name

"Hunter"

dialogue

"Listen, miss, I need you to focus. This is a potential crime scene we're talking about. Were there people there? Yes or no?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.8235294117647058
tl	0.6338215712383488
no	0.5132743362831859
de	0.5024125452352232
it	0.4794952681388013
hr	0.4755244755244755
ro	0.46532728451069344
pt	0.461839530332681
da	0.4532803180914513
nl	0.4406779661016949
pl	0.4406779661016949
sk	0.4250871080139373
fr	0.4246861924686192
lv	0.4169611307420495
cs	0.40775305096913134
sv	0.4073275862068965
sq	0.40476190476190477
es	0.3947175348495965
yo	0.3911439114391144
ca	0.389792899408284
sl	0.37166793602437165
lt	0.3653846153846154
hu	0.35647425897035884
is	0.3102006688963211
et	0.2819843342036553
fi	0.27568042142230026
tr	0.26796805678793256
az	0.23892988929889297
ms	0.1863905325443787
eu	0.1847826086956522
vi	0.13883089770354906
be	0.0782122905027933
uk	0.07094594594594594

reliable

true

passes

true

name

"Marie"

dialogue

"Non, non… les mots, ils ne viennent pas. Il n'y a personne pour m'aider ici ? C'est terrifiant, cette ville… elle a quelque chose de mauvais."

detectedLang

"fr"

heavyLang

"fr"

scores

fr	0.82421875
it	0.5804195804195804
en	0.5577395577395577
ca	0.5488721804511278
no	0.49860724233983283
ro	0.46714031971580816
de	0.45054945054945056
da	0.44751381215469616
es	0.44029850746268656
nl	0.43467336683417085
lt	0.43289224952741023
hu	0.41672067401166557
sq	0.3963782696177062
sv	0.3890020366598778
tr	0.38817131203263083
az	0.3278566094100075
tl	0.3263473053892215
pt	0.32228915662650603
fi	0.3087557603686636
lv	0.2996108949416343
et	0.27884615384615385
ms	0.24874791318864775
hr	0.2398648648648649
cs	0.23273657289002556
eu	0.20141969831410825
pl	0.1985752448797863
sl	0.1949910554561717
yo	0.19137466307277629
is	0.18256130790190736
sk	0.17355371900826447
vi	0.07216494845360825

reliable

true

passes

true

name

"Hunter"

dialogue

"Talk about bad timing. Something just came up at the station. Stay here, don't leave town—I’ll find someone who speaks your language, whatever it is. We're not done."

detectedLang

"en"

heavyLang

"en"

scores

en	0.8246043400228423
tl	0.5717131474103586
da	0.42697228144989335
nl	0.4067328918322296
no	0.3804034582132565
yo	0.3268628678772699
fr	0.32389937106918243
de	0.29508196721311475
sv	0.2946194225721785
ro	0.2687074829931973
ms	0.26116838487972505
et	0.2601514108740537
sq	0.2354196301564723
is	0.14068745003996802
hu	0.12530512611879577
pt	0.12244897959183673
lv	0.12173202614379085
lt	0.11376751854905194
tr	0.11303630363036303
it	0.08743633276740237
fi	0.07087294727744166
es	0.06764960971379011
eu	0.06764960971379011
ca	0.06684027777777778
zh	0.06684027777777778
az	0.05536028119507908
cs	0.05536028119507908
hr	0.05536028119507908
pl	0.05536028119507908
sl	0.05536028119507908
sk	0.05202821869488536

reliable

true

passes

true

name

"Marie"

dialogue

"Monsieur ? Attendez ! Je… je ne sais pas comment vous expliquer… s'il vous plaît !"

detectedLang

"fr"

heavyLang

"fr"

scores

fr	0.8157486423584175
ca	0.6166263115415657
nl	0.5333988212180746
en	0.5172764227642277
it	0.44509345794392524
hr	0.4221411192214112
de	0.3994943109987357
pt	0.39413265306122447
sq	0.391025641025641
sl	0.38788659793814434
cs	0.3807040417209909
ro	0.36666666666666664
tl	0.36241610738255037
es	0.36155913978494625
yo	0.32239657631954355
no	0.30453879941434847
sk	0.30453879941434847
lt	0.2983751846381093
sv	0.2952522255192878
lv	0.27370030581039756
tr	0.250788643533123
pl	0.24960505529225907
da	0.23878205128205127
hu	0.23387096774193547
fi	0.15630550621669628
ms	0.15026833631484796
et	0.12037037037037036
az	0.1171003717472119

reliable

true

passes

true