Run: 2026-05-20-01KS26086BDP05XHJSYF3G3SJV

Run Details

Model:: Gemini 3.5 Flash (Reasoning, Minimal)
Test:: Language Writing
Scenario:: Character dialogue (French) in a story
Duration:: 4.0s
Cost:: $0.005331
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

Marie: "Regarde ça... C'est terrible. Regarde la brume près de la vieille grange."

Hunter: "Excuse me, miss? I'm Detective Hunter. I'm investigating the disappearance of the Miller girl. You were taking photos near the orchard yesterday afternoon, weren't you? Did you see anything unusual?"

Marie: "Ah! Vous m'avez fait peur... Oui, j'étais là-bas. Je prenais des photos des pommiers pour mon projet. Mais après... mon Dieu, j'ai vu quelque chose d'affreux dans l'objectif."

Hunter: "Whoa, slow down. I don't speak... whatever language that is. French? Look, I just need to know if you saw a blue sedan or anyone walking near the tree line around four o'clock."

Marie: "Je ne comprends pas ce que vous dites. Mais regardez la photo! Il y avait une silhouette... une ombre très grande qui traînait quelque chose de lourd derrière la cabane. J'ai eu si peur que je me suis enfuie."

Hunter: "Look, I can see you're shaken up, but I need details. Did you see a face? A license plate? Point to it on my map if you have to."

Marie: "C'était horrible... Ses yeux... Je ne dors plus depuis hier. La police doit aller là-bas, sous le vieux pont de bois. C'est là que l'ombre est allée."

Hunter: "This is useless. I don't suppose there's a translation app on this flip phone of mine... Just try to calm down, miss. Show me what's on the camera screen. Put the camera where I can see it."

Marie: "Non, s'il vous plaît, ne me prenez pas mon appareil! C'est tout ce que j'ai. Regardez juste l'écran, là, dans le coin sombre... Vous voyez cette silhouette rouge?"

Hunter: "Alright, alright, keep your camera. Just let me get a glimpse of—"

Hunter: "...Hold that thought. Hunter speaking."

Hunter: "What? Where? The old mill on the north side? I'm on my way. Keep the perimeter secure."

Hunter: "I have to go, miss. Duty calls. You stay here in the cafe where it's safe, alright? We'll find someone who speaks your language and finish this later."

Marie: "Attendez! Ne partez pas là-bas tout seul! C'est dangereux!"

Evaluation details

Result

Evaluator

Details

Meta Data

100.00%

Parse dialogue

n/a

dialogue

name

"Marie"

dialogue

"Regarde ça... C'est terrible. Regarde la brume près de la vieille grange."

detectedLang

"fr"

heavyLang

"fr"

scores

fr	0.7991071428571429
ca	0.6570121951219512
es	0.6186440677966102
en	0.5609756097560975
no	0.544994944388271
ro	0.5408163265306122
tl	0.5365602471678682
da	0.5182012847965739
nl	0.506578947368421
it	0.504950495049505
pt	0.46236559139784944
sq	0.43109987357774965
sv	0.42675159235668786
de	0.3860845839017735
yo	0.35988620199146515
fi	0.29467084639498436
et	0.265905383360522
hu	0.26229508196721313
hr	0.23857868020304565
sl	0.22813036020583194
pl	0.2227979274611399
az	0.21875
tr	0.17883211678832117
vi	0.15730337078651685
eu	0.1346153846153846
ms	0.12280701754385964
cs	0.11591355599214145
lt	0.11591355599214145
sk	0.11591355599214145

reliable

true

passes

true

name

"Hunter"

dialogue

"Excuse me, miss? I'm Detective Hunter. I'm investigating the disappearance of the Miller girl. You were taking photos near the orchard yesterday afternoon, weren't you? Did you see anything unusual?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.7726393188854489
tl	0.6276932826362484
nl	0.5516978252575353
fr	0.5320589406610912
no	0.49570815450643774
pt	0.4555143651529194
de	0.442863916548127
es	0.40835850956696884
da	0.3867432150313152
it	0.38642297650130547
sq	0.38190426091530777
et	0.3624525230602279
ca	0.3511871893981226
ms	0.34830837493067107
ro	0.3454038997214485
sv	0.3435754189944134
sl	0.2874469375379018
is	0.24727738629083926
cs	0.22798948751642575
sk	0.22646477946017116
hr	0.21926910299003322
tr	0.2103494623655914
fi	0.19740437158469945
yo	0.1918844566712517
az	0.14978292329956583
lt	0.14916727009413466
lv	0.10714285714285714
pl	0.08274785323965651
hu	0.07041139240506329
hi	0.06150159744408946

reliable

true

passes

true

name

"Marie"

dialogue

"Ah! Vous m'avez fait peur... Oui, j'étais là-bas. Je prenais des photos des pommiers pour mon projet. Mais après... mon Dieu, j'ai vu quelque chose d'affreux dans l'objectif."

detectedLang

"fr"

heavyLang

"fr"

scores

fr	0.8022598870056498
ca	0.38668224299065423
pt	0.3663246831623416
en	0.35225169648365207
de	0.3269230769230769
lv	0.28813559322033894
sl	0.279835390946502
sk	0.267271458478716
lt	0.25742574257425743
nl	0.24892703862660948
hr	0.23802612481857763
da	0.23301680058436813
it	0.21875
yo	0.19292851652574944
pl	0.1898148148148148
cs	0.1764705882352941
et	0.14075286415711946
ms	0.14075286415711946
es	0.13651315789473684
sq	0.13437757625721353
vi	0.1300745650372825
hi	0.1286307053941909
tr	0.12353923205342236
tl	0.11764705882352942
ro	0.07813871817383669
is	0.07732864674868191
sv	0.05660377358490566

reliable

true

passes

true

name

"Hunter"

dialogue

"Whoa, slow down. I don't speak... whatever language that is. French? Look, I just need to know if you saw a blue sedan or anyone walking near the tree line around four o'clock."

detectedLang

"en"

heavyLang

"en"

scores

en	0.8114824335904026
tl	0.6034607065609229
sv	0.44779116465863456
no	0.4123931623931624
yo	0.3652625504904789
cs	0.3525603296056504
nl	0.34911242603550297
da	0.34210526315789475
hr	0.338544798556825
et	0.32098765432098764
fr	0.3064312736443884
pl	0.3064312736443884
ms	0.28245270711024134
ro	0.2744063324538259
is	0.25925925925925924
hu	0.25524712254570076
pt	0.25474254742547425
ca	0.24190213645761546
sk	0.2329149232914923
es	0.22371206774876498
it	0.22371206774876498
lt	0.22096317280453256
sl	0.21763869132290184
sq	0.20520231213872833
lv	0.1881918819188192
de	0.17541229385307347
eu	0.1185897435897436
tr	0.11788291900561347
az	0.10786699107866991
vi	0.10786699107866991
be	0.05982905982905983
fi	0.05417024935511608
uk	0.05417024935511608

reliable

true

passes

true

name

"Marie"

dialogue

"Je ne comprends pas ce que vous dites. Mais regardez la photo! Il y avait une silhouette... une ombre très grande qui traînait quelque chose de lourd derrière la cabane. J'ai eu si peur que je me suis enfuie."

detectedLang

"fr"

heavyLang

"fr"

scores

fr	0.7964820468091293
es	0.5478036175710594
ca	0.546485260770975
it	0.542782495101241
pt	0.48548327820654175
en	0.4648318042813456
nl	0.44685894903200324
ro	0.44089456869009586
no	0.3710691823899371
tl	0.3566176470588235
sq	0.3371212121212121
sl	0.3103448275862069
de	0.3003498250874563
cs	0.28789420142421157
da	0.2831541218637993
yo	0.2779783393501805
ms	0.26043317485472794
lt	0.2596509783183501
sk	0.24650161463939718
hr	0.23329682365826945
sv	0.21612541993281076
hu	0.2067988668555241
tr	0.20364050056882824
pl	0.15966386554621848
et	0.14477703115455098
fi	0.14320685434516522
vi	0.11504424778761062
az	0.11280101394169835
lv	0.06852960745176313
hi	0.052132701421800945
eu	0.047619047619047616

reliable

true

passes

true

name

"Hunter"

dialogue

"Look, I can see you're shaken up, but I need details. Did you see a face? A license plate? Point to it on my map if you have to."

detectedLang

"en"

heavyLang

"en"

scores

en	0.8196681894686224
tl	0.6181262729124236
fr	0.5490078171978352
da	0.49866310160427807
pl	0.4802494802494803
no	0.479528105482304
ca	0.47662247034194
cs	0.47515745276417076
hr	0.4658119658119659
et	0.46351931330472107
sk	0.46236559139784944
ro	0.4596541786743516
nl	0.4212962962962963
sv	0.41222570532915365
yo	0.39710610932475876
pt	0.3966210780370072
sq	0.39222042139384117
it	0.3786246893123446
es	0.3578767123287671
lv	0.35008665511265163
lt	0.3297587131367293
tr	0.31444241316270566
de	0.2682926829268293
sl	0.2647058823529412
hu	0.2291880781089414
fi	0.22118380062305293
az	0.21875
is	0.15540540540540537
vi	0.1506228765571914
ms	0.13990825688073394
hi	0.10071942446043164
be	0.08536585365853659
eu	0.08536585365853659
uk	0.07749077490774908

reliable

true

passes

true

name

"Marie"

dialogue

"C'était horrible... Ses yeux... Je ne dors plus depuis hier. La police doit aller là-bas, sous le vieux pont de bois. C'est là que l'ombre est allée."

detectedLang

"fr"

heavyLang

"fr"

scores

fr	0.8106815464328417
ca	0.5463228271251194
es	0.5170310116929334
ro	0.5072614107883817
it	0.4845360824742268
nl	0.41066997518610426
tl	0.40025252525252525
da	0.38431626701231364
sl	0.3790849673202614
en	0.37335092348284965
de	0.3708609271523179
yo	0.3704440026507621
no	0.34346924671734624
sv	0.33751743375174337
pt	0.3365921787709497
hr	0.32239657631954355
tr	0.3100944081336238
cs	0.3019838354151359
sq	0.3004418262150221
hu	0.27035330261136714
eu	0.26640926640926643
sk	0.24121405750798725
lv	0.22952149229521493
ms	0.20502092050209206
fi	0.2030201342281879
vi	0.20235096557514695
az	0.1908006814310051
lt	0.17247386759581881
pl	0.15854738706820196
et	0.15405164737310773

reliable

true

passes

true

name

"Hunter"

dialogue

"This is useless. I don't suppose there's a translation app on this flip phone of mine... Just try to calm down, miss. Show me what's on the camera screen. Put the camera where I can see it."

detectedLang

"en"

heavyLang

"en"

scores

en	0.8087621696801112
tl	0.6078431372549019
nl	0.5303159692570453
fr	0.5045045045045045
yo	0.47743467933491684
no	0.4683421942967617
da	0.4532803180914513
de	0.4419076610857433
sv	0.4216614090431125
sq	0.4015233949945593
et	0.39091915836101887
ca	0.3902439024390244
hr	0.36890418818129667
it	0.35785172212492705
ro	0.3365500603136309
pl	0.32098765432098764
cs	0.31335830212234705
es	0.305993690851735
sk	0.3002544529262086
fi	0.29214929214929214
lv	0.27055702917771884
pt	0.25925925925925924
hu	0.25524712254570076
sl	0.2455418381344307
tr	0.24502402196293757
ms	0.2445054945054945
vi	0.2434662998624484
is	0.2248062015503876
lt	0.2231638418079096
az	0.19649379108838566
eu	0.11075181891673404
hi	0.07094594594594594
zh	0.06542056074766354
be	0.05982905982905983
uk	0.05417024935511608

reliable

true

passes

true

name

"Marie"

dialogue

"Non, s'il vous plaît, ne me prenez pas mon appareil! C'est tout ce que j'ai. Regardez juste l'écran, là, dans le coin sombre... Vous voyez cette silhouette rouge?"

detectedLang

"fr"

heavyLang

"fr"

scores

fr	0.7967873040449003
it	0.4912790697674419
ca	0.4312026002166848
es	0.4179600886917961
ro	0.3217054263565891
nl	0.32038834951456313
pt	0.3168510084580351
sl	0.28765264586160105
en	0.2768595041322314
sq	0.26880222841225626
da	0.2483894058697209
eu	0.22164566345441064
hu	0.22164566345441064
et	0.2128935532233883
no	0.20993227990970656
tr	0.1904394757131843
ms	0.1828793774319066
tl	0.18160561184723303
yo	0.16666666666666666
lt	0.16134185303514376
hr	0.15526950925181013
fi	0.13437757625721353
vi	0.1300745650372825
de	0.12427022518765637
lv	0.08933217692974849
cs	0.07243816254416961
sk	0.07079646017699115
hi	0.06914893617021277
sv	0.0549054905490549

reliable

true

passes

true

name

"Hunter"

dialogue

"Alright, alright, keep your camera. Just let me get a glimpse of—"

detectedLang

"en"

heavyLang

"en"

scores

en	0.7674418604651163
tl	0.5575221238938053
it	0.5091164095371669
fr	0.5056497175141244
nl	0.5042492917847025
es	0.48755490483162517
no	0.4845360824742268
ca	0.47368421052631576
yo	0.4664634146341463
ms	0.4590417310664606
ro	0.4590417310664606
de	0.4582043343653251
sl	0.4470774091627172
is	0.4299674267100977
et	0.42622950819672134
sv	0.41373534338358464
cs	0.41077441077441074
pt	0.3944636678200692
da	0.38917975567190227
sq	0.38596491228070173
hu	0.308300395256917
fi	0.2827868852459016
sk	0.27083333333333337
hr	0.24242424242424243
pl	0.23076923076923078
lt	0.1898148148148148
tr	0.18032786885245902
az	0.16666666666666666
eu	0.16666666666666666
lv	0.16666666666666666
vi	0.16666666666666666

reliable

true

passes

true

name

"Hunter"

dialogue

"...Hold that thought. Hunter speaking."

detectedLang

"en"

heavyLang

"en"

scores

en	0.8229740361919748
tl	0.6822033898305085
da	0.4630071599045346
de	0.42748091603053434
nl	0.4230769230769231
no	0.42159383033419023
ms	0.3935309973045822
fr	0.3885869565217392
sv	0.38524590163934425
pt	0.3732590529247911
lt	0.27884615384615385
is	0.2398648648648649
it	0.21875
ca	0.2077464788732394
ro	0.2077464788732394
sl	0.2077464788732394
sq	0.2077464788732394
tr	0.2077464788732394

reliable

true

passes

true

name

"Hunter"

dialogue

"What? Where? The old mill on the north side? I'm on my way. Keep the perimeter secure."

detectedLang

"en"

heavyLang

"en"

scores

en	0.8069105691056911
tl	0.5908699397071491
no	0.4751381215469613
da	0.40025252525252525
es	0.3902439024390244
sq	0.3823146944083225
et	0.3658210947930574
fr	0.343015214384509
sv	0.33098591549295775
nl	0.3290960451977401
ms	0.3271954674220963
sk	0.32432432432432434
fi	0.31654676258992803
pt	0.3065693430656934
yo	0.2770167427701674
pl	0.27035330261136714
ro	0.2647058823529412
ca	0.26242236024844723
cs	0.2531446540880503
de	0.24960505529225907
hr	0.23633440514469453
tr	0.20168067226890754
hi	0.15026833631484796
it	0.1316270566727605
sl	0.11380597014925374
lt	0.11048689138576778
lv	0.11048689138576778

reliable

true

passes

true

name

"Hunter"

dialogue

"I have to go, miss. Duty calls. You stay here in the cafe where it's safe, alright? We'll find someone who speaks your language and finish this later."

detectedLang

"en"

heavyLang

"en"

scores

en	0.8106060606060606
tl	0.5660118775696665
da	0.464184997179921
yo	0.4351961950059453
de	0.4307968843618934
no	0.38946015424164526
nl	0.3606998654104979
pl	0.35767410412440837
ro	0.3060628195763331
sv	0.30095658572479767
sq	0.291044776119403
fr	0.2808478425435276
it	0.2725880551301685
ms	0.250788643533123
cs	0.24841772151898736
et	0.22764227642276424
sl	0.22448979591836735
hr	0.21161825726141079
lt	0.19491525423728812
ca	0.19217687074829934
sk	0.17677642980935876
lv	0.16299559471365638
es	0.1532976827094474
pt	0.13557779799818015
az	0.1340018231540565
is	0.1340018231540565
eu	0.07587548638132297
hi	0.07407407407407407
be	0.06862745098039216
tr	0.06862745098039216
hu	0.06588003933136675
uk	0.06219151036525173
vi	0.06219151036525173

reliable

true

passes

true

name

"Marie"

dialogue

"Attendez! Ne partez pas là-bas tout seul! C'est dangereux!"

detectedLang

"fr"

heavyLang

"fr"

scores

fr	0.8082454458293384
ca	0.504950495049505
it	0.48119325551232167
lt	0.477124183006536
en	0.4666666666666667
nl	0.4601889338731444
sq	0.43661971830985913
no	0.4186046511627907
ro	0.40476190476190477
es	0.3993993993993994
ms	0.38837920489296635
lv	0.38556067588325654
da	0.38271604938271603
de	0.3798449612403101
tr	0.3610223642172524
sl	0.3277310924369748
pt	0.3127147766323024
hr	0.3103448275862069
tl	0.28186714542190305
vi	0.28186714542190305
yo	0.2687385740402194
cs	0.26605504587155965
hu	0.26605504587155965
sv	0.25925925925925924
et	0.2523364485981308
fi	0.18032786885245902
az	0.16666666666666666
eu	0.16666666666666666
pl	0.14893617021276595
sk	0.13606911447084233

reliable

true

passes

true