Run: 2026-05-10-01KR9386Z5ZG3D0JXDS567KSZT

Run Details

Model:: Gemma 4 31B
Test:: Language Writing
Scenario:: Character dialogue (Italian) in a story
Duration:: 34.0s
Cost:: $0.000256
Provider:: DeepInfra

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="Isabella">
Isabella is a 30-year old college student on a study abroad program. Born in Italy, she is fluent in Italian 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 Italian, 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:

Isabella 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 Italian, and Hunter looks confused.

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

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

Isabella: "..."
Hunter: "..."

Model response

**Scene Description:**
The atmosphere at "The Cider Press Cafe" is warm and smells of cinnamon and roasted coffee, but Isabella is oblivious to the cozy surroundings. She is hunched over her vintage DSLR, scrolling through photos with a trembling hand. Detective Hunter walks in, his heavy boots thumping against the hardwood floor. He looks tired, his brow furrowed as he spots the foreign student. He approaches her table, leaning in with a professional, albeit blunt, demeanor.

***

**Voice Sheet:**

Hunter: "Excuse me. You're the student staying at the boarding house, right? I'm Detective Hunter. I'm investigating the disappearance of the Mayor's daughter. You were out by the north woods yesterday—did you see anything unusual?"

Isabella: *(Looking up, her eyes wide and glistening with fear)* "Oh Dio... non lo posso credere. Ho visto qualcosa di terribile tra gli alberi, ma non riesco a capire se fosse una persona o... un'ombra."

Hunter: *(Blinks, frowning)* "I don't follow. Look, I don't speak whatever that is. Do you speak English? Yes or no?"

Isabella: *(Shaking her head quickly, gesturing frantically to her camera screen)* "Non capisco! Per favore, guardi queste foto! C'è qualcosa di sbagliato in questa immagine... guardi l'angolo, vicino alla nebbia!"

Hunter: *(Sighs, leaning over to glance at the screen)* "I can't read the metadata, kid, and I don't see anything but trees and gray blur. Just tell me—did you see a girl in a red coat?"

Isabella: *(Her voice rising in distress, speaking rapidly)* "Non parlo inglese! Mi sento così sola in questo posto... quella cosa, l'ho sentita respirare proprio dietro di me! È stata una sensazione gelida, come se il mondo stesse scomparendo!"

Hunter: *(Rubbing the bridge of his nose)* "Great. Just great. I’m talking to a wall. I don't know if you're trying to help me or if you're having a panic attack, but I need a straight answer."

Isabella: *(Whispering, terrified)* "Perché nessuno mi ascolta? È ancora lì... so che è ancora lì."

Hunter: *(His radio crackles loudly; he pulls it from his belt and listens for a second)* "Copy that. I'm on my way to the town square. Now." *(He looks back at Isabella)* "Look, I have to go. Stay put. I'll come back with someone who actually speaks your language."

Evaluation details

Result

Evaluator

Details

Meta Data

100.00%

Parse dialogue

n/a

dialogue

name

"Hunter"

dialogue

"Excuse me. You're the student staying at the boarding house, right? I'm Detective Hunter. I'm investigating the disappearance of the Mayor's daughter. You were out by the north woods yesterday—did you see anything unusual?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.7986770204199022
tl	0.6494742113169755
nl	0.4897959183673469
no	0.467680608365019
fr	0.4615384615384615
da	0.41077441077441074
es	0.37722419928825623
pt	0.37555753791257807
ro	0.37247870909905867
it	0.3719156572454015
de	0.37078651685393255
sq	0.36189608021877845
ms	0.3427230046948357
cs	0.3069306930693069
et	0.2889791772473337
sv	0.28205128205128205
ca	0.2813141683778234
sk	0.27611168562564636
hr	0.2545260915867945
sl	0.24812030075187969
yo	0.2013690815744438
lt	0.18887601390498263
is	0.17598587404355504
az	0.15865384615384615
pl	0.1540785498489426
lv	0.14582062233068946
fi	0.08735332464146023
tr	0.08496732026143791
hu	0.040438656614119266

reliable

true

passes

true

name

"Isabella"

dialogue

"Oh Dio... non lo posso credere. Ho visto qualcosa di terribile tra gli alberi, ma non riesco a capire se fosse una persona o... un'ombra."

detectedLang

"it"

heavyLang

"it"

scores

it	0.802248126561199
pt	0.6348962336664105
es	0.6250986582478296
ca	0.6079240610813041
ro	0.5491219743711437
fr	0.5155532891381948
en	0.5075168481078279
yo	0.4266747133373566
tl	0.41430332922318125
sk	0.4139420111042566
no	0.40809968847352024
de	0.39490445859872614
hr	0.38311688311688313
sl	0.37786509495743287
da	0.36918990703851257
cs	0.36539746158984643
nl	0.3572395128552098
ms	0.34437543133195303
vi	0.3333333333333333
sq	0.3314567206192822
hu	0.32239657631954355
pl	0.3199713672154617
lt	0.3035190615835778
lv	0.28301886792452835
et	0.2753623188405797
eu	0.27480916030534347
fi	0.24722662440570525
tr	0.24363057324840762
sv	0.23939151321056848
az	0.23817161186848435
is	0.1810344827586207

reliable

true

passes

true

name

"Hunter"

dialogue

"I don't follow. Look, I don't speak whatever that is. Do you speak English? Yes or no?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.8266897746967071
tl	0.6066089693154996
hr	0.46351931330472107
no	0.4517543859649123
pt	0.42263279445727486
pl	0.4075829383886255
cs	0.3872549019607844
da	0.37733499377334995
sv	0.3734335839598998
sk	0.3710691823899371
yo	0.3630573248407643
ca	0.3531694695989651
it	0.3531694695989651
sq	0.3342210386151798
nl	0.33065595716198126
hu	0.3065187239944522
lv	0.2795389048991354
vi	0.258160237388724
ro	0.24471299093655588
tr	0.2401215805471125
is	0.2366412213740458
fr	0.23076923076923078
es	0.21507064364207218
sl	0.1935483870967742
de	0.12587412587412586
ms	0.12587412587412586
be	0.12280701754385964
az	0.11190053285968028
et	0.11190053285968028
lt	0.11190053285968028
uk	0.11190053285968028

reliable

true

passes

true

name

"Isabella"

dialogue

"Non capisco! Per favore, guardi queste foto! C'è qualcosa di sbagliato in questa immagine... guardi l'angolo, vicino alla nebbia!"

detectedLang

"it"

heavyLang

"it"

scores

it	0.8095238095238095
en	0.5329830706363106
fr	0.5055624227441285
pt	0.4943109987357775
ca	0.4865211810012837
es	0.48119325551232167
tl	0.4425087108013937
ro	0.44016794961511546
sl	0.3916349809885932
sv	0.3630573248407643
nl	0.36
de	0.3553585817888799
no	0.32432432432432434
hr	0.31153184165232356
et	0.2844364937388193
sk	0.27601809954751133
ms	0.2727272727272727
yo	0.27007299270072993
lt	0.24599434495758718
is	0.24457034938621341
da	0.22103213242453748
eu	0.19436052366565962
sq	0.16579770594369134
pl	0.15522703273495247
lv	0.14346895074946467
fi	0.11406423034330011
vi	0.10813823857302118
az	0.09502262443438914
cs	0.06868451688009314

reliable

true

passes

true

name

"Hunter"

dialogue

"I can't read the metadata, kid, and I don't see anything but trees and gray blur. Just tell me—did you see a girl in a red coat?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.7908232118758435
tl	0.5317220543806647
et	0.4709897610921502
it	0.441240086517664
sq	0.4343065693430657
sv	0.413767019667171
sl	0.41154138192862566
ro	0.40246723207401697
yo	0.3921568627450981
hr	0.3770096463022508
no	0.3724696356275304
ca	0.367862969004894
da	0.3530884808013356
nl	0.33704020530367834
ms	0.32784041630529054
es	0.3272569444444444
fr	0.32550043516100957
hu	0.30180180180180183
cs	0.2889908256880734
pl	0.2889908256880734
sk	0.28040854224698236
pt	0.27298311444652906
de	0.2604961832061069
lt	0.22654690618762477
az	0.21875
tr	0.20998980632008157
fi	0.20267489711934156
lv	0.19855222337125128
is	0.15115005476451257
vi	0.14647577092511013
be	0.08284023668639054
eu	0.08284023668639054
uk	0.07517899761336516

reliable

true

passes

true

name

"Isabella"

dialogue

"Non parlo inglese! Mi sento così sola in questo posto... quella cosa, l'ho sentita respirare proprio dietro di me! È stata una sensazione gelida, come se il mondo stesse scomparendo!"

detectedLang

"it"

heavyLang

"it"

scores

it	0.8109497882637627
es	0.6268656716417911
pt	0.5756958587915818
fr	0.5480838756326826
ro	0.5429616087751371
ca	0.5321856287425151
en	0.47873227689741454
tl	0.45793581960104074
sl	0.44246208742194465
cs	0.4172494172494172
et	0.410377358490566
hr	0.40617577197149646
sq	0.39903846153846156
nl	0.3902439024390244
ms	0.3842364532019704
sv	0.3842364532019704
no	0.378727634194831
yo	0.3705941591137966
de	0.3686868686868687
da	0.34520691461498165
sk	0.3283181085437937
lt	0.32578209277238407
pl	0.32432432432432434
tr	0.2965672481710748
az	0.29537767756482525
fi	0.25595238095238093
hu	0.22118380062305293
eu	0.20634920634920634
lv	0.08892128279883381
vi	0.07201187824795842

reliable

true

passes

true

name

"Hunter"

dialogue

"Great. Just great. I’m talking to a wall. I don't know if you're trying to help me or if you're having a panic attack, but I need a straight answer."

detectedLang

"en"

heavyLang

"en"

scores

en	0.819214876033058
tl	0.5740019474196689
no	0.45618396519577376
sv	0.4524405506883605
fr	0.4347545219638243
cs	0.38639551192145866
pl	0.383368569415081
et	0.3732091690544413
it	0.358974358974359
ca	0.34750186428038776
da	0.34407796101949023
hr	0.3425995492111195
nl	0.33001531393568145
sk	0.3253662297609869
yo	0.3227554179566564
sq	0.3206521739130435
ro	0.3158717748240813
pt	0.3099369085173501
sl	0.30665610142630745
lv	0.27083333333333337
lt	0.2653232577665827
de	0.25404944586530265
is	0.23979148566463945
es	0.2110009017132552
hu	0.20309653916211293
ms	0.1935483870967742
tr	0.19056429232192415
az	0.17994376757263356
fi	0.1362290227048371
vi	0.13194444444444445
be	0.07407407407407407
eu	0.07407407407407407
uk	0.06716417910447761

reliable

true

passes

true

name

"Isabella"

dialogue

"Perché nessuno mi ascolta? È ancora lì... so che è ancora lì."

detectedLang

"it"

heavyLang

"it"

scores

it	0.825268817204301
yo	0.5199409158050221
ca	0.482484076433121
pt	0.482484076433121
sk	0.46808510638297873
hu	0.4425385934819897
sl	0.42781690140845074
fr	0.4247787610619469
en	0.375
ms	0.365234375
cs	0.3298969072164949
es	0.3257261410788381
ro	0.32150313152400833
de	0.27293064876957496
vi	0.23349056603773585
no	0.21307506053268765
tl	0.21307506053268765
fi	0.20537897310513448
hr	0.1935483870967742
pl	0.1935483870967742
is	0.1875
tr	0.181360201511335
sq	0.1751269035532995

reliable

true

passes

true

name

"Hunter"

dialogue

"Look, I have to go. Stay put. I'll come back with someone who actually speaks your language."

detectedLang

"en"

heavyLang

"en"

scores

en	0.8218711276332095
tl	0.5728083209509658
da	0.4534220532319392
hr	0.39790575916230364
ro	0.39217758985200846
pl	0.39088983050847464
yo	0.3876464323748669
no	0.3756786102062975
et	0.32748538011695905
it	0.3251173708920188
ca	0.3021844660194175
ms	0.29706601466992666
cs	0.2909987669543773
lt	0.2857142857142857
sk	0.26187419768934533
lv	0.24342105263157895
es	0.2374005305039788
nl	0.21875
pt	0.21875
fr	0.21662125340599456
is	0.203601108033241
sv	0.1935483870967742
sq	0.18899858956276447
sl	0.1738505747126437
de	0.1314199395770393
eu	0.11944869831546708
be	0.10852713178294573
tr	0.10852713178294573
hu	0.1043613707165109
az	0.0987460815047022
uk	0.0987460815047022
vi	0.0987460815047022

reliable

true

passes

true