Run: 2026-03-03-01KJV022VF639JSTYVNFTKNDHY

Run Details

Model:: Gemini 3.1 Flash Lite (Preview)
Test:: Language Writing
Scenario:: Character dialogue (Spanish) in a story
Duration:: 3.2s
Cost:: $0.000911
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="Maria">
Maria is a 30-year old college student on a study abroad program. Born in Spain, she is fluent in Spanish 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 Spanish, 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:

Maria 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 Spanish, and Hunter looks confused.

They talk for a while, until Hunter gets a call and has to leave.

Return the dialogue between Maria and Hunter as a voice sheet:

Maria: "..."
Hunter: "..."

Model response

The crisp Minnesota air rattled the windows of the Alborn Café, the smell of mulled cider hanging heavy in the room. Hunter, his coat collar turned up against the chill, scanned the crowded tables until his eyes landed on the young woman by the window. She was hunched over a digital camera, her brow furrowed as she reviewed her latest shots.

Hunter approached, his boots heavy on the floorboards. He cleared his throat, his posture rigid.

***

**Voice Sheet**

**Hunter:** "Excuse me. Miss? I’m Detective Vance. I’m looking into the folks who’ve gone missing near the orchard. I saw you near the edge of the woods yesterday with that camera. Did you see anything unusual?"

**Maria:** *(Looks up, her eyes wide and rimmed with red. She clutches the camera to her chest, her hands trembling.)* "¡Por Dios! No entiendo lo que dice, pero es horrible... todo es horrible. Vi algo en los árboles, una sombra, y no era una persona. ¡Tenía que irme de allí! ¿Por qué nadie hace nada para ayudar?"

**Hunter:** *(Frowns, tilting his head as he stares at her, completely lost.)* "Okay... I’m going to need you to slow down. I don’t follow. Did you see a suspect? Was there a vehicle involved, or just someone on foot?"

**Maria:** *(Frantically gesturing toward the camera screen, her voice rising in pitch.)* "¡Mire! ¡En la pantalla! No puedo explicarlo, pero allí estaba. Esa cosa... se llevó a la niña. ¡Me miró a los ojos! ¿Por qué me mira así? ¡Por favor, no se quede ahí parado sin entender nada!"

**Hunter:** *(Sighs, rubbing the back of his neck, his frustration mounting.)* "Look, I’m sorry, I don’t speak a word of that. Is there anyone around here who can translate? Maybe someone from the college?"

**Maria:** *(Her eyes fill with tears, shaking her head as she pulls back.)* "Es inútil. Nadie entiende. Nadie quiere ver la verdad de este pueblo. ¡Váyase! Déjeme sola."

**Hunter:** *(His phone vibrates violently in his pocket. He glances at the screen, his expression sharpening into a scowl.)* "Dammit. Look, I have to take this. Stay here, don't leave town. I'll find someone who can interpret this mess." 

*(Hunter turns abruptly, walking toward the door while answering his phone, leaving Maria alone with her haunting images.)*

Evaluation details

Result

Evaluator

Details

Meta Data

100.00%

Parse dialogue

n/a

dialogue

name

"Hunter"

dialogue

"Excuse me. Miss? I’m Detective Vance. I’m looking into the folks who’ve gone missing near the orchard. I saw you near the edge of the woods yesterday with that camera. Did you see anything unusual?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.7793841532106647
tl	0.5946878233873749
nl	0.460514233241506
no	0.43726053639846746
fr	0.3911917098445596
sq	0.3696351931330472
ms	0.3655507559395248
it	0.3561643835616438
sv	0.3490304709141274
da	0.34210526315789475
pt	0.31085043988269795
de	0.3104460093896714
es	0.3063754427390791
ro	0.2985074626865672
et	0.2976688583383144
ca	0.29514097180563886
is	0.24193548387096775
yo	0.23750811161583385
cs	0.21509686038744155
hr	0.1840277777777778
sl	0.1564967695620962
fi	0.11521084337349398
sk	0.1003062787136294
az	0.09823484267075978
pl	0.09684857801691008
be	0.05622489959839357
tr	0.05622489959839357
hu	0.05394524959742351
lt	0.050888529886914384
lv	0.050888529886914384
uk	0.050888529886914384
vi	0.050888529886914384

reliable

true

passes

true

name

"Maria"

dialogue

"¡Por Dios! No entiendo lo que dice, pero es horrible... todo es horrible. Vi algo en los árboles, una sombra, y no era una persona. ¡Tenía que irme de allí! ¿Por qué nadie hace nada para ayudar?"

detectedLang

"es"

heavyLang

"es"

scores

es	0.8111052539096819
ca	0.6384123780692903
pt	0.6175738171469228
fr	0.5200892857142857
it	0.5098039215686274
tl	0.4424273858921162
en	0.355128974205159
lv	0.3425076452599388
no	0.33805418719211827
eu	0.31962025316455694
sv	0.3122200895713372
da	0.3113388853299167
nl	0.2987606001304631
sq	0.2969260954872465
tr	0.29369250985545337
ms	0.28807947019867547
ro	0.2866622428666224
de	0.25243393602225317
vi	0.2118768328445748
hu	0.19596110695587135
sk	0.18929110105580693
pl	0.18188736681887366
yo	0.1768759571209801
az	0.1568627450980392
is	0.154874213836478
fi	0.14
sl	0.13236481033091202
lt	0.13166397415185782
hr	0.12955465587044535
et	0.11230388109000826
cs	0.05202821869488536

reliable

true

passes

true

name

"Hunter"

dialogue

"Okay... I’m going to need you to slow down. I don’t follow. Did you see a suspect? Was there a vehicle involved, or just someone on foot?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.8197625106022053
tl	0.5903614457831325
ca	0.4551282051282051
et	0.44841012329656066
ro	0.39155332856120256
fr	0.38892882818116464
cs	0.38001458789204956
yo	0.3726937269372694
no	0.35945742275810094
hr	0.3486590038314176
pl	0.34615384615384615
es	0.33852140077821014
sk	0.32486100079428115
pt	0.3205435651478817
it	0.3161705551086082
de	0.29983525535420097
da	0.2703862660944206
sv	0.26279271465741544
sq	0.2504409171075838
nl	0.24845269672855883
lv	0.23076923076923078
lt	0.22656960873521384
hu	0.20782851817334574
fi	0.20037629350893696
sl	0.19886899151743637
tr	0.1474423269809428
is	0.13967611336032387
ms	0.1370558375634518
az	0.1353001017293998
vi	0.1353001017293998
hi	0.08993576017130622
be	0.07608695652173912
eu	0.07608695652173912
uk	0.06900328587075576

reliable

true

passes

true

name

"Maria"

dialogue

"¡Mire! ¡En la pantalla! No puedo explicarlo, pero allí estaba. Esa cosa... se llevó a la niña. ¡Me miró a los ojos! ¿Por qué me mira así? ¡Por favor, no se quede ahí parado sin entender nada!"

detectedLang

"es"

heavyLang

"es"

scores

es	0.810168372400132
ca	0.6466973886328725
pt	0.6023513139695712
fr	0.5330897279740154
it	0.523612261806131
no	0.49249779346866723
sq	0.4922737306843267
en	0.48268106162843005
sv	0.4298463063956371
nl	0.42152917505030174
da	0.4186046511627907
ro	0.41535332994407725
tl	0.4041450777202072
sl	0.36288088642659283
fi	0.3424814179531161
yo	0.32193396226415094
tr	0.3215339233038348
de	0.31831653823355066
hr	0.3051359516616314
cs	0.2566257272139625
et	0.2483660130718954
eu	0.21821889870836167
ms	0.20798898071625344
is	0.2074431426602343
sk	0.1958041958041958
lv	0.19184820801124386
pl	0.17444364680545585
lt	0.1732566498921639
hu	0.11944869831546708
vi	0.11809815950920245
az	0.10086004691164972

reliable

true

passes

true

name

"Hunter"

dialogue

"Look, I’m sorry, I don’t speak a word of that. Is there anyone around here who can translate? Maybe someone from the college?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.829368174726989
tl	0.6534653465346535
no	0.4500314267756128
nl	0.4318181818181818
yo	0.41393168117883455
it	0.39945092656142756
sq	0.37899219304471254
ca	0.36270939548434084
ro	0.349925705794948
de	0.34944237918215615
pt	0.3126472898664572
hr	0.307753164556962
hu	0.3011182108626198
fr	0.29775280898876405
da	0.28687856560717195
sv	0.27864798021434456
is	0.26716917922948075
pl	0.25595238095238093
cs	0.2527754056362084
es	0.24698795180722888
tr	0.24698795180722888
az	0.23513986013986016
sk	0.2324561403508772
vi	0.20164233576642335
lt	0.19503219871205152
lv	0.18604651162790697
ms	0.18604651162790697
et	0.17452830188679244
sl	0.1455078125
eu	0.13537549407114624
be	0.07407407407407407
fi	0.06716417910447761
uk	0.06716417910447761

reliable

true

passes

true

name

"Maria"

dialogue

"Es inútil. Nadie entiende. Nadie quiere ver la verdad de este pueblo. ¡Váyase! Déjeme sola."

detectedLang

"es"

heavyLang

"es"

scores

es	0.7654018767849857
pt	0.5539177657098526
fr	0.5532245532245532
ca	0.5196324143692566
ro	0.5155855096882899
nl	0.5139475908706678
it	0.5114698385726423
no	0.46161048689138573
de	0.4570349386213409
da	0.4191919191919192
hu	0.33139534883720934
sq	0.33139534883720934
sk	0.2996345919610231
tl	0.29187192118226607
az	0.2874845105328377
sv	0.2647058823529412
yo	0.24441524310118265
tr	0.2404227212681638
et	0.2374005305039788
eu	0.2144808743169399
en	0.21124828532235942
lv	0.1726618705035971
hr	0.1593567251461988
cs	0.14050822122571002
fi	0.13663663663663664
lt	0.13663663663663664
vi	0.1274658573596358
ms	0.0987460815047022

reliable

true

passes

true

name

"Hunter"

dialogue

"Dammit. Look, I have to take this. Stay here, don't leave town. I'll find someone who can interpret this mess."

detectedLang

"en"

heavyLang

"en"

scores

en	0.8023402909550917
da	0.47873227689741454
tl	0.40076701821668265
sq	0.38241106719367585
ca	0.3774900398406375
pl	0.3543388429752066
hr	0.3509865005192108
sv	0.34963579604578565
no	0.3482794577685088
cs	0.3336886993603412
it	0.31091510474090406
sk	0.3086283185840708
sl	0.3086283185840708
lv	0.3024553571428571
ro	0.29298642533936653
es	0.2824339839265212
pt	0.2824339839265212
lt	0.2807825086306099
yo	0.2638398115429918
tr	0.259478672985782
az	0.2487980769230769
de	0.21185372005044137
fr	0.20483460559796438
hu	0.17979002624671916
et	0.17546174142480211
vi	0.1677762982689747
eu	0.11598302687411598
nl	0.11598302687411598
be	0.10071942446043164
ms	0.09682080924855492
is	0.09156976744186046
uk	0.09156976744186046

reliable

true

passes

true