Run: 2026-02-25-01KJ94GQ28T99A5VY43HT3TXKH

Run Details

Model:: Gemini 2.5 Flash (Reasoning)
Test:: Language Writing
Scenario:: Character dialogue (French) in a story
Duration:: 10.0s
Cost:: $0.005305
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

Here is the dialogue between Marie and Hunter:

**Marie:** "Pardon? Je ne comprends pas."
**Hunter:** "The disappearances. People missing. You've been here a while, camera in hand. Did you see anything unusual? Anything at all related to... what's been happening?"
**Marie:** "Les disparitions? Oh, mon Dieu, c'est une catastrophe! C'est si... Je suis tellement troublée par tout ça. Les gens... où sont-ils allés? C'est effrayant!"
**Hunter:** "Okay... Okay. Right. Look, I don't speak French. Did you *see* anything? Anything strange near where you were taking pictures?"
**Marie:** "Non, je... je ne sais pas. C'est horrible! Chaque jour, une nouvelle personne. J'ai peur, monsieur. J'ai vraiment très peur."
**Hunter:** "Is there anyone here who can translate? Or... do you know any English, even a little?"
**Marie:** "Non. Je suis désolée. Je ne parle pas anglais."
**Hunter:** "Dammit. Look, I have to take this. I'll find someone. Stay here? We need to talk, ma'am."
**Marie:** "Bien sûr. Mais... qu'est-ce qui se passe vraiment?"
**Hunter:** "Just... stay safe, ma'am."

Evaluation details

Result

Evaluator

Details

Meta Data

100.00%

Parse dialogue

n/a

dialogue

name

"Marie"

dialogue

"Pardon? Je ne comprends pas."

detectedLang

"fr"

heavyLang

"fr"

scores

fr	0.7695852534562212
lt	0.6763754045307443
ca	0.6460176991150443
cs	0.6219281663516069
nl	0.6062992125984252
sl	0.6007984031936128
it	0.5943204868154158
hr	0.5867768595041323
tl	0.5771670190274841
sq	0.54337899543379
en	0.5215311004784688
ro	0.5169082125603864
es	0.5085995085995086
yo	0.4490358126721763
de	0.43977591036414565
sk	0.42028985507246375
pt	0.37888198757763975
lv	0.33993399339933994
tr	0.3197278911564626
pl	0.3127147766323024
fi	0.3055555555555556
ms	0.29577464788732394
hu	0.2907801418439716

reliable

true

passes

true

name

"Hunter"

dialogue

"The disappearances. People missing. You've been here a while, camera in hand. Did you see anything unusual? Anything at all related to... what's been happening?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.8130034522439586
tl	0.5882601351351351
nl	0.48765107724645296
sv	0.4444444444444444
no	0.4425385934819897
da	0.43771626297577854
fr	0.42748091603053434
it	0.4251179245283018
ms	0.4003690036900369
de	0.37137330754352027
es	0.36852331606217614
et	0.36852331606217614
ca	0.3547319655857048
pt	0.35000000000000003
ro	0.34299191374663074
sq	0.33035714285714285
yo	0.3162692847124825
sk	0.3015759312320917
cs	0.29090909090909095
pl	0.28414096916299564
sl	0.27238805970149255
is	0.25685975609756095
hr	0.22741679873217116
lv	0.21434327155519742
az	0.18341708542713567
lt	0.16020671834625322
hu	0.13793103448275862
fi	0.12634408602150538
hi	0.09554730983302412
tr	0.07319391634980989
eu	0.06698564593301436
vi	0.06698564593301436

reliable

true

passes

true

name

"Marie"

dialogue

"Les disparitions? Oh, mon Dieu, c'est une catastrophe! C'est si... Je suis tellement troublée par tout ça. Les gens... où sont-ils allés? C'est effrayant!"

detectedLang

"fr"

heavyLang

"fr"

scores

fr	0.8074042371067838
ca	0.5260663507109005
en	0.48921679909194093
es	0.43644333124608636
ro	0.36930623686054664
tl	0.35988620199146515
nl	0.35205183585313177
sk	0.34258582907231555
cs	0.34162399414776884
it	0.2890995260663507
sl	0.2817238627294493
yo	0.27942353883106485
sq	0.2688870836718116
de	0.25925925925925924
da	0.258037922506183
no	0.258037922506183
pt	0.25742574257425743
sv	0.25
hr	0.20634920634920634
pl	0.20141969831410825
hu	0.15572232645403375
lv	0.14691943127962084
tr	0.09456740442655936
et	0.08906882591093118
hi	0.07975460122699386
lt	0.07407407407407407
ms	0.07407407407407407
az	0.06542056074766354

reliable

true

passes

true

name

"Hunter"

dialogue

"Okay... Okay. Right. Look, I don't speak French. Did you see anything? Anything strange near where you were taking pictures?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.815205913410771
tl	0.6354166666666666
no	0.44751381215469616
fr	0.4102780117944398
da	0.40728196443691783
de	0.4042553191489362
et	0.3970714900947459
sq	0.38704028021015763
sv	0.33523266856600187
nl	0.3269230769230769
ro	0.31170108161258603
pl	0.3069306930693069
ca	0.3055555555555556
it	0.28205128205128205
cs	0.2753623188405797
sk	0.24812030075187969
hr	0.2456896551724138
lv	0.23580786026200873
tr	0.2349726775956284
is	0.22308546059933407
pt	0.1898148148148148
yo	0.18699186991869918
sl	0.1850989522700815
ms	0.16765755053507728
lt	0.1566265060240964
az	0.1484184914841849
es	0.12280701754385964
fi	0.10256410256410256
be	0.09090909090909091
hu	0.08735332464146023
uk	0.08256880733944955
vi	0.08256880733944955

reliable

true

passes

true

name

"Marie"

dialogue

"Non, je... je ne sais pas. C'est horrible! Chaque jour, une nouvelle personne. J'ai peur, monsieur. J'ai vraiment très peur."

detectedLang

"fr"

heavyLang

"fr"

scores

fr	0.8265093684941013
ca	0.47589098532494756
it	0.46619217081850534
sq	0.3765586034912718
de	0.3567753001715266
hr	0.35121107266435986
tl	0.34497816593886466
en	0.33920704845814975
nl	0.3315508021390375
eu	0.3237150586113616
cs	0.31880108991825606
lt	0.3150684931506849
ro	0.3112947658402204
no	0.29775280898876405
fi	0.29044465468306524
sl	0.28639391056137015
es	0.26398429833169773
pt	0.2625368731563422
sk	0.2625368731563422
da	0.24698795180722888
yo	0.23155737704918034
pl	0.22440537745604963
hu	0.21711899791231734
et	0.1935483870967742
lv	0.19181034482758622
ms	0.18655097613882862
tr	0.17672886937431392
sv	0.16666666666666666
az	0.13990825688073394
is	0.07749077490774908

reliable

true

passes

true

name

"Hunter"

dialogue

"Is there anyone here who can translate? Or... do you know any English, even a little?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.8312883435582822
tl	0.5200698080279231
hr	0.4455645161290322
sq	0.44388270980788674
ca	0.4335736354273944
nl	0.42827442827442824
cs	0.4222689075630252
de	0.41113490364025695
ro	0.4073275862068965
no	0.40604751619870405
pt	0.40604751619870405
fr	0.3895671476137625
sk	0.37142857142857144
pl	0.3663594470046083
yo	0.36562860438292966
hu	0.36046511627906974
da	0.33973589435774315
sv	0.32926829268292684
sl	0.32844932844932845
vi	0.32844932844932845
it	0.3234932349323493
tr	0.28292046936114734
es	0.2753623188405797
az	0.2724867724867725
ms	0.260752688172043
is	0.2329149232914923
lt	0.21316165951359084
eu	0.19941775836972345
lv	0.19941775836972345
et	0.18154761904761904
fi	0.10277324632952692

reliable

true

passes

true

name

"Marie"

dialogue

"Non. Je suis désolée. Je ne parle pas anglais."

detectedLang

"fr"

heavyLang

"fr"

scores

fr	0.8015873015873016
sl	0.6345919610231425
lt	0.5850622406639004
it	0.5683453237410072
sq	0.5607613469985359
cs	0.5535714285714286
hr	0.5363214837712519
ca	0.511400651465798
sk	0.48805460750853247
nl	0.4827586206896552
lv	0.460431654676259
ro	0.44751381215469616
en	0.4307400379506641
yo	0.35205183585313177
pl	0.34497816593886466
tr	0.33774834437086093
hu	0.33184855233853006
ms	0.3288590604026846
es	0.3273542600896861
de	0.3227990970654628
fi	0.22680412371134018
eu	0.2248062015503876
az	0.1891891891891892
et	0.17355371900826447
pt	0.17355371900826447
da	0.16434540389972147
no	0.16434540389972147
sv	0.16434540389972147

reliable

true

passes

true

name

"Hunter"

dialogue

"Dammit. Look, I have to take this. I'll find someone. Stay here? We need to talk, ma'am."

detectedLang

"en"

heavyLang

"en"

scores

en	0.7973549488054608
da	0.5077720207253886
tl	0.4814410480349345
pl	0.433849821215733
sv	0.35197817189631647
hr	0.3493150684931507
no	0.3484224965706447
cs	0.3319268635724332
sq	0.3300423131170663
yo	0.32045779685264664
sk	0.3004418262150221
et	0.2983751846381093
sl	0.2952522255192878
lv	0.2803030303030303
lt	0.2601246105919003
ca	0.22512234910277326
nl	0.21487603305785125
it	0.19491525423728812
ro	0.1592920353982301
es	0.1410488245931284
pt	0.1410488245931284
be	0.12844036697247707
tr	0.12844036697247707
hu	0.12361623616236161
az	0.1171003717472119
is	0.1171003717472119
uk	0.1171003717472119
vi	0.1171003717472119

reliable

true

passes

true

name

"Marie"

dialogue

"Bien sûr. Mais... qu'est-ce qui se passe vraiment?"

detectedLang

"fr"

heavyLang

"fr"

scores

fr	0.8340143003064351
ca	0.6467391304347825
pt	0.6451965065502184
it	0.6335963923337092
ro	0.5602165087956699
no	0.531700288184438
da	0.5060790273556232
sv	0.477491961414791
es	0.4472789115646259
sq	0.4347826086956522
de	0.42882249560632685
nl	0.4058500914076782
cs	0.37977099236641226
hr	0.37619961612284064
en	0.36647173489278756
yo	0.34343434343434337
et	0.3298969072164949
sl	0.28884026258205686
fi	0.2388758782201405
eu	0.21875
tl	0.2111650485436893
lt	0.1792929292929293
pl	0.1709183673469388
is	0.16666666666666666
ms	0.16666666666666666
az	0.16237113402061853
hu	0.16237113402061853
sk	0.16237113402061853

reliable

true

passes

true

name

"Hunter"

dialogue

"Just... stay safe, ma'am."

detectedLang

"en"

heavyLang

"en"

scores

en	0.7203579418344519
et	0.44933920704845814
sv	0.44933920704845814
ca	0.3811881188118812

reliable

true

passes

true