Run: 2026-02-25-01KJ94R8A3V5R1DJW7FMGJC9Y2

Run Details

Model:: Gemini 3 Flash (Preview, Reasoning)
Test:: Language Writing
Scenario:: Character dialogue (French) in a story
Duration:: 11.9s
Cost:: $0.005149
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, ma’am. Detective Hunter, local PD. I’m canvassing the area regarding the incident at the Apple Festival yesterday afternoon. You were positioned near the main stage with that camera, weren’t you?"

Marie: "Oh ! Monsieur, vous m’avez fait peur. Je... je ne me sens pas très bien. Regardez mes mains, elles ne s'arrêtent pas de trembler."

Hunter: "Whoa, okay. Take a breath. I don’t speak French, so you’re going to have to try English with me. Did you see the Miller girl before she went missing? I noticed you taking quite a few landscape shots near the orchard gate."

Marie: "Je ne comprends pas ce que vous dites. Mais regardez... regardez cette photo. J'ai pris une image des bois derrière la fête. Il y avait quelqu'un. Quelqu'un qui ne devrait pas être là. C’était... c’était effrayant."

Hunter: "I’m not catching any of that. Is that a 'yes' or a 'no'? Look, I just need to know if anyone approached the perimeter fence while you were filming. Just point 'yes' or 'no.'"

Marie: "Pourquoi me regardez-vous avec cet air sévère ? Je vous montre un indice ! Cet homme sur la photo, il l'emmenait vers la forêt. Il avait un masque, monsieur. Un masque en toile ! Pourquoi ne m'aidez-vous pas ?"

Hunter: "Look, Miss, I can see you’re upset, but the hand gestures aren't helping. Is that a person in the background of that shot? Let me see the viewfinder."

Marie: "Non ! C’est mon appareil ! Je ne sais pas qui vous êtes vraiment. Est-ce que tout le monde est en danger à Alborn ? J'ai peur de retourner à mon logement. C’est comme si l’ombre me suivait."

Hunter: "Easy! I’m not going to grab it. Just... stay put. I’m going to call the station and see if we have anyone on dispatch who speaks— (Hunter’s phone rings loudly; he checks the caller ID and his face goes pale) —Dammit. Hunter here."

Marie: "Monsieur ? S'il vous plaît, ne partez pas. J'ai besoin que vous compreniez. Quelqu'un est en train de nous observer, même ici, au café !"

Hunter: "God... another one? At the creek? I'm five minutes out. (He looks back at Marie, pointing firmly at the ground) Look, I have an emergency. Official police business. You—stay here. Don’t leave this cafe. Stay. Understand?"

Marie: "Quoi ? Où allez-vous ? Ne me laissez pas seule avec ces images ! Monsieur ! Revenez !"

Evaluation details

Result

Evaluator

Details

Meta Data

100.00%

Parse dialogue

n/a

dialogue

name

"Hunter"

dialogue

"Excuse me, ma’am. Detective Hunter, local PD. I’m canvassing the area regarding the incident at the Apple Festival yesterday afternoon. You were positioned near the main stage with that camera, weren’t you?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.7652582159624414
tl	0.6715328467153285
fr	0.5573770491803278
nl	0.5459132189707366
it	0.512987012987013
ro	0.4955156950672646
es	0.4827586206896552
ca	0.4777562862669246
da	0.4724501758499414
no	0.45608380338436744
pt	0.4247976139752876
de	0.39839572192513373
ms	0.37931034482758624
sv	0.3382352941176471
sq	0.3168016194331984
sl	0.28191489361702127
cs	0.27884615384615385
sk	0.25331858407079644
et	0.23251847640704945
hr	0.1949910554561717
fi	0.18280871670702178
az	0.16305021698698077
lt	0.16305021698698077
pl	0.12903225806451613
yo	0.11822338340953624
is	0.09759358288770054
hu	0.08536585365853659
eu	0.04728299223712067
lv	0.0445859872611465
tr	0.04187366926898509

reliable

true

passes

true

name

"Marie"

dialogue

"Oh ! Monsieur, vous m’avez fait peur. Je... je ne me sens pas très bien. Regardez mes mains, elles ne s'arrêtent pas de trembler."

detectedLang

"fr"

heavyLang

"fr"

scores

fr	0.7782994261867502
ca	0.5114942528735632
nl	0.4991160872127284
es	0.46540880503144655
ro	0.40182969739619984
sq	0.3924231593995711
en	0.3772893772893773
sl	0.3651979088872293
no	0.3623405851462866
da	0.33852140077821014
lt	0.3150684931506849
it	0.3089430894308943
pt	0.2869127516778523
ms	0.2728828058169376
de	0.27101200686106347
hu	0.2621527777777778
hr	0.2504409171075838
et	0.24174843889384479
yo	0.2321589882565492
fi	0.22797456857402362
sv	0.21658986175115208
tl	0.21369102682701202
cs	0.21223354958294718
tr	0.18426103646833014
lv	0.1834774255523535
sk	0.1457286432160804
pl	0.09670563230605739
eu	0.07608695652173912
az	0.06900328587075576

reliable

true

passes

true

name

"Hunter"

dialogue

"Whoa, okay. Take a breath. I don’t speak French, so you’re going to have to try English with me. Did you see the Miller girl before she went missing? I noticed you taking quite a few landscape shots near the orchard gate."

detectedLang

"en"

heavyLang

"en"

scores

en	0.7994749890622721
tl	0.5849683066706912
no	0.5101531884574279
da	0.4563068406484776
nl	0.4126441691584793
fr	0.4075829383886255
sv	0.375
de	0.35717625058438524
it	0.3338178294573643
et	0.3125
sl	0.30344478216818643
es	0.298469387755102
sk	0.298469387755102
yo	0.2952332137365454
is	0.29050567595459237
ms	0.28756476683937826
pt	0.27859391395592864
ca	0.2763157894736842
sq	0.2678381256656017
pl	0.255549539794261
cs	0.24492037342119716
hr	0.24200661521499445
tr	0.2257882882882883
hu	0.22007941009642654
ro	0.21563034797490016
lv	0.21383647798742136
fi	0.2124856815578465
az	0.17268351383874847
lt	0.15332512315270935
vi	0.14436838830118232
eu	0.10071942446043164
be	0.04844290657439446
uk	0.04381084840055633

reliable

true

passes

true

name

"Marie"

dialogue

"Je ne comprends pas ce que vous dites. Mais regardez... regardez cette photo. J'ai pris une image des bois derrière la fête. Il y avait quelqu'un. Quelqu'un qui ne devrait pas être là. C’était... c’était effrayant."

detectedLang

"fr"

heavyLang

"fr"

scores

fr	0.8200423429781227
ca	0.5122417750573833
it	0.48897795591182364
es	0.4513769363166954
en	0.4014084507042254
ro	0.3737721021611002
pt	0.3550834597875569
nl	0.3511450381679389
de	0.322529224229543
tl	0.31081081081081086
tr	0.229607250755287
sl	0.22914147521160824
lt	0.22018348623853207
yo	0.21199011124845488
vi	0.2100371747211896
cs	0.1991206030150754
sq	0.19861722187303585
no	0.18426103646833014
hr	0.18216805644644002
ms	0.1550695825049702
az	0.14429530201342283
da	0.1361788617886179
hu	0.1361788617886179
pl	0.13324269204622705
sk	0.10211267605633803
lv	0.07474600870827286
fi	0.06456346294937637
hi	0.05695266272189349
sv	0.05695266272189349
et	0.0534521158129176

reliable

true

passes

true

name

"Hunter"

dialogue

"I’m not catching any of that. Is that a 'yes' or a 'no'? Look, I just need to know if anyone approached the perimeter fence while you were filming. Just point 'yes' or 'no.'"

detectedLang

"en"

heavyLang

"en"

scores

en	0.8140083469424786
tl	0.6267297887836855
fr	0.4658676393955185
no	0.46503131524008345
da	0.44951664876476904
yo	0.4423286180631121
nl	0.44202504082743604
sv	0.407514450867052
cs	0.36806411837237973
sq	0.35290404040404044
ca	0.3508549715009499
et	0.3492063492063492
pl	0.3387096774193548
it	0.32918848167539266
hr	0.32830930537352554
tr	0.3148395721925134
sk	0.3116185359301545
de	0.30272108843537415
hu	0.3022464261402315
lv	0.3022464261402315
sl	0.28769979152189024
pt	0.2776603241719521
lt	0.2694226657163222
ms	0.26628489620615603
ro	0.26523297491039427
es	0.26152737752161387
is	0.23735119047619047
az	0.15776499589153656
eu	0.11790017211703958
fi	0.11485319516407601
vi	0.11485319516407601
be	0.0639269406392694
uk	0.057904411764705885

reliable

true

passes

true

name

"Marie"

dialogue

"Pourquoi me regardez-vous avec cet air sévère ? Je vous montre un indice ! Cet homme sur la photo, il l'emmenait vers la forêt. Il avait un masque, monsieur. Un masque en toile ! Pourquoi ne m'aidez-vous pas ?"

detectedLang

"fr"

heavyLang

"fr"

scores

fr	0.8083197389885808
ca	0.5170571311138512
es	0.49721865639709023
it	0.4721473495058401
ro	0.460514233241506
nl	0.3802742616033755
en	0.3746673762639702
no	0.34173669467787116
sl	0.33690744920993226
sq	0.3342776203966005
pt	0.3327654741624077
da	0.3215935334872979
tl	0.3034973325429757
yo	0.29429429429429427
hr	0.2883101150817686
fi	0.2817848410757946
tr	0.2586750788643533
cs	0.24437299035369778
ms	0.22950819672131145
lv	0.21875
et	0.21666666666666667
sv	0.18685121107266436
sk	0.18289290681502088
lt	0.1817548746518106
is	0.15162454873646208
de	0.14916727009413466
az	0.13602941176470587
eu	0.13539367181751286
pl	0.07187993680884676
vi	0.06671961874503574
hu	0.06523468575974543
hi	0.06150159744408946

reliable

true

passes

true

name

"Hunter"

dialogue

"Look, Miss, I can see you’re upset, but the hand gestures aren't helping. Is that a person in the background of that shot? Let me see the viewfinder."

detectedLang

"en"

heavyLang

"en"

scores

en	0.8002219755826859
tl	0.5927601809954751
nl	0.5871559633027523
sv	0.5479658463083877
no	0.5202558635394456
fr	0.49209932279909707
de	0.47027663331371394
da	0.4620442319187089
ca	0.45848375451263534
et	0.4434137291280148
yo	0.4396014943960149
ro	0.42748091603053434
it	0.41596365996106427
pt	0.40476190476190477
sq	0.39189189189189183
is	0.371946964410328
es	0.34971098265895956
ms	0.34114202049780384
hu	0.3283582089552239
sl	0.32685115931189235
cs	0.3119266055045872
hr	0.29797191887675506
pl	0.293563579277865
tr	0.2834394904458599
az	0.2817238627294493
fi	0.2753623188405797
lv	0.24433249370277077
lt	0.2430613961312027
sk	0.2248062015503876
vi	0.1287512100677638
be	0.07216494845360825
eu	0.07216494845360825
uk	0.06542056074766354

reliable

true

passes

true

name

"Marie"

dialogue

"Non ! C’est mon appareil ! Je ne sais pas qui vous êtes vraiment. Est-ce que tout le monde est en danger à Alborn ? J'ai peur de retourner à mon logement. C’est comme si l’ombre me suivait."

detectedLang

"fr"

heavyLang

"fr"

scores

fr	0.8176568910499923
it	0.5962314939434724
ca	0.5517370190511767
nl	0.4991652754590985
es	0.49790794979079495
ro	0.4513031550068587
en	0.4470046082949309
no	0.43741209563994377
pt	0.4233541566554541
da	0.3963782696177062
sl	0.39209726443769
sq	0.37271301620491376
yo	0.36339522546419095
tl	0.34711643090315564
sv	0.29411764705882354
de	0.28186714542190305
hu	0.2753623188405797
lt	0.26515615431720757
hr	0.2555831265508685
cs	0.25512104283054005
sk	0.2161985630306989
eu	0.21208141825344715
tr	0.2010652463382157
fi	0.17069799585348996
ms	0.16142557651991615
et	0.12536443148688048
pl	0.11634756995581737
is	0.10044977511244377
az	0.09502262443438914
lv	0.07904834996162702
hi	0.06103286384976526

reliable

true

passes

true

name

"Hunter"

dialogue

"Easy! I’m not going to grab it. Just... stay put. I’m going to call the station and see if we have anyone on dispatch who speaks— —Dammit. Hunter here."

detectedLang

"en"

heavyLang

"en"

scores

en	0.8206599713055954
tl	0.5962159667743424
sv	0.4588744588744588
fr	0.4299674267100977
yo	0.42622950819672134
et	0.4162775183455637
da	0.405570652173913
sq	0.34407796101949023
no	0.3340943683409437
nl	0.3264049268668206
de	0.32484567901234573
hr	0.3093922651933701
pl	0.3055555555555556
cs	0.27864798021434456
it	0.27805280528052806
sk	0.2768595041322314
ca	0.27083333333333337
lv	0.23647469458987785
sl	0.21735241502683364
fi	0.20957542908762422
ro	0.20957542908762422
ms	0.1830065359477124
tr	0.1830065359477124
lt	0.1698292220113852
pt	0.15703275529865127
es	0.09886714727085479
hi	0.08759124087591241
zh	0.08088235294117647
az	0.06716417910447761

reliable

true

passes

true

name

"Marie"

dialogue

"Monsieur ? S'il vous plaît, ne partez pas. J'ai besoin que vous compreniez. Quelqu'un est en train de nous observer, même ici, au café !"

detectedLang

"fr"

heavyLang

"fr"

scores

fr	0.8035363457760314
ca	0.594411897251014
ro	0.5215311004784688
es	0.5121951219512195
nl	0.5063082830499177
pt	0.49636261891438166
en	0.43644333124608636
it	0.42528735632183906
de	0.38482570061517435
da	0.35064935064935066
sq	0.3387215282880235
no	0.337260677466863
tr	0.2907801418439716
lt	0.28741092636579574
eu	0.27826784282277467
sl	0.2747784045124899
sv	0.2724333063864187
tl	0.2682926829268293
hr	0.2153443766346992
hu	0.2119089316987741
ms	0.19427036705461057
lv	0.1627906976744186
fi	0.16044776119402984
yo	0.1452991452991453
cs	0.13875598086124402
az	0.13710450623202303
pl	0.13544668587896252
is	0.12959381044487428
et	0.07216494845360825
sk	0.06542056074766354

reliable

true

passes

true

name

"Hunter"

dialogue

"God... another one? At the creek? I'm five minutes out. Look, I have an emergency. Official police business. You—stay here. Don’t leave this cafe. Stay. Understand?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.8163452708907254
tl	0.6503496503496503
da	0.6178830722200993
no	0.5059288537549407
de	0.4541484716157206
nl	0.44751381215469616
fr	0.44227551589514774
cs	0.43149516770892554
it	0.4292237442922375
ro	0.4256174612291786
sv	0.42296595499134443
es	0.41211052322163433
ca	0.35275080906148865
hr	0.34895833333333337
pl	0.34554973821989526
sq	0.3438320209973753
pt	0.28825622775800713
sk	0.28212491026561376
ms	0.23017705927636642
et	0.2277992277992278
yo	0.22360248447204967
sl	0.18962722852512154
lv	0.1850040749796251
lt	0.1755976916735367
tr	0.1755976916735367
eu	0.1652754590984975
vi	0.14675767918088736
fi	0.13494809688581316
hu	0.1243432574430823
az	0.12126537785588754
is	0.12049252418645558
be	0.06542056074766354
uk	0.059266227657572904

reliable

true

passes

true

name

"Marie"

dialogue

"Quoi ? Où allez-vous ? Ne me laissez pas seule avec ces images ! Monsieur ! Revenez !"

detectedLang

"fr"

heavyLang

"fr"

scores

fr	0.8276428102429416
en	0.4485294117647059
sq	0.42371020856201974
ca	0.421806167400881
nl	0.40878378378378377
ro	0.4040862656072645
lt	0.38380281690140844
es	0.3371212121212121
pt	0.3354430379746835
de	0.33290978398983484
it	0.3286445012787723
no	0.32605905006418484
fi	0.3073878627968338
sl	0.29149797570850206
da	0.2563739376770538
et	0.25426136363636365
ms	0.24242424242424243
tl	0.2128935532233883
eu	0.21171171171171171
hr	0.17711598746081506
lv	0.1640127388535032
tr	0.1518578352180937
cs	0.13509060955518945
hu	0.13509060955518945

reliable

true

passes

true