Run: 2026-03-18-01KM0951T2ECS2VT29ARV4GZVR

Run Details

Model:: GPT-5.4 Mini (Reasoning)
Test:: Language Writing
Scenario:: Character dialogue (Italian) in a story
Duration:: 12.5s
Cost:: $0.005392
Provider:: OpenAI

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

Isabella: "Io... non voglio parlarne. È stato tutto così confuso."

Hunter: "I need you to start from the beginning. Did you see something during the festival?"

Isabella: "La festa delle mele? Sì... c'era musica, tanta gente, poi all’improvviso... il silenzio. Mi ha spaventata."

Hunter: "The silence after the crowd? Okay. What happened next?"

Isabella: "Ho sentito una donna gridare. Non vedevo bene, ma qualcuno correva verso gli alberi."

Hunter: "A woman screamed and someone ran toward the trees. Did you get a look at them?"

Isabella: "Solo una figura alta. Cappello scuro, forse un cappotto. Ho preso la camera—sempre la mia camera—ma le mani tremavano."

Hunter: "A tall figure in a dark hat. That’s something. Did they go near the road, or into the orchard?"

Isabella: "Nell’ombra... vicino al sentiero. Poi niente. Solo paura."

Hunter: "You’re saying the trail by the orchard. Did you hear a car? Anything that might help?"

Isabella: "No... solo il mio cuore. E la donna che diceva 'aiuto'... penso."

Hunter: "All right. That’s enough for now. Stay put—"

Isabella: "Aspetti. C’era anche un odore... come mele rotte e fumo."

Hunter: "—Hold on."

Hunter: "I’ve got to take this. Don’t leave the café."

Evaluation details

Result

Evaluator

Details

Meta Data

100.00%

Parse dialogue

n/a

dialogue

name

"Isabella"

dialogue

"Io... non voglio parlarne. È stato tutto così confuso."

detectedLang

"it"

heavyLang

"it"

scores

it	0.8191681735985533
fr	0.465954606141522
en	0.464524765729585
pt	0.4467496542185339
sv	0.3930197268588771
ca	0.39209726443769
ro	0.38556067588325654
sq	0.3730407523510972
lt	0.3610223642172524
no	0.3474714518760196
hr	0.34318555008210183
sl	0.34318555008210183
da	0.34210526315789475
nl	0.33774834437086093
pl	0.33774834437086093
yo	0.33444259567387685
et	0.3333333333333333
es	0.2895204262877442
tl	0.2805755395683453
de	0.2523364485981308
az	0.24953095684803
sk	0.2438563327032136
cs	0.23954372623574144
lv	0.23371647509578544
ms	0.23371647509578544
tr	0.2277992277992278
eu	0.17864476386036962
fi	0.16317991631799164
hu	0.14346895074946467

reliable

true

passes

true

name

"Hunter"

dialogue

"I need you to start from the beginning. Did you see something during the festival?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.8223951285520974
tl	0.6523178807947021
da	0.651394422310757
no	0.6399176954732511
nl	0.5917573872472784
sv	0.5839936608557844
cs	0.5253164556962026
et	0.512987012987013
hr	0.5028409090909091
ms	0.500475737392959
lt	0.4626407369498465
pl	0.4336569579288026
sk	0.4318181818181818
de	0.42497261774370204
sl	0.42371020856201974
it	0.41471571906354515
is	0.4067796610169492
ca	0.3958573072497123
sq	0.3944636678200692
yo	0.38668224299065423
lv	0.38307873090481787
fr	0.37574316290130794
pt	0.34701492537313433
ro	0.34375
es	0.3320610687022901
az	0.2563739376770538
hu	0.2033383915022762
eu	0.1719242902208202
be	0.11764705882352942
tr	0.11764705882352942
fi	0.10714285714285714
uk	0.10714285714285714
vi	0.10714285714285714

reliable

true

passes

true

name

"Isabella"

dialogue

"La festa delle mele? Sì... c'era musica, tanta gente, poi all’improvviso... il silenzio. Mi ha spaventata."

detectedLang

"it"

heavyLang

"it"

scores

it	0.803046218487395
es	0.622546552591847
ca	0.5819397993311036
ro	0.5238095238095238
fr	0.512987012987013
pt	0.5078740157480316
no	0.46846208362863223
tl	0.4094488188976378
da	0.3902439024390244
de	0.3902439024390244
hr	0.3713327745180218
sv	0.3356953055801594
sl	0.33035714285714285
fi	0.3212669683257918
sk	0.3212669683257918
yo	0.3169398907103825
et	0.30683918669131244
sq	0.2809204218600192
nl	0.2725509214354995
en	0.2661448140900196
tr	0.25447316103379725
az	0.2401215805471125
pl	0.21956295525494277
hu	0.2163009404388715
lv	0.20802534318901794
ms	0.19957310565635006
eu	0.16666666666666666
cs	0.16201117318435754
lt	0.14383561643835618
vi	0.10071942446043164
is	0.09090909090909091

reliable

true

passes

true

name

"Hunter"

dialogue

"The silence after the crowd? Okay. What happened next?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.807919621749409
tl	0.6733668341708542
no	0.512743628185907
da	0.4857594936708861
sv	0.39365671641791045
fr	0.367704280155642
yo	0.3486973947895792
nl	0.3172268907563025
sq	0.30851063829787234
cs	0.20537897310513448
ca	0.1935483870967742
es	0.1935483870967742
it	0.1935483870967742
ms	0.1935483870967742
sl	0.1875
lv	0.1709183673469388
pt	0.1709183673469388
tr	0.1709183673469388

reliable

true

passes

true

name

"Isabella"

dialogue

"Ho sentito una donna gridare. Non vedevo bene, ma qualcuno correva verso gli alberi."

detectedLang

"it"

heavyLang

"it"

scores

it	0.7934626436781609
ca	0.5486656200941915
fr	0.5122985581000848
es	0.4897959183673469
pt	0.4700460829493087
ro	0.45907808090310437
en	0.4508118433619866
no	0.37431991294885747
tl	0.3575418994413408
sk	0.33371958285052145
ms	0.3162901307966707
de	0.3146603098927294
fi	0.3055555555555556
hu	0.2962056303549572
nl	0.28836633663366334
et	0.2767295597484277
cs	0.2551813471502591
eu	0.2292225201072386
sv	0.22818791946308725
lt	0.19804741980474197
tr	0.19467787114845939
sq	0.17739628040057226
az	0.17503586800573886
pl	0.15689149560117305
sl	0.1274658573596358
vi	0.11944869831546708
yo	0.11944869831546708
da	0.11402157164869028
is	0.1043613707165109

reliable

true

passes

true

name

"Hunter"

dialogue

"A woman screamed and someone ran toward the trees. Did you get a look at them?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.822993931220499
tl	0.6013667425968109
yo	0.4942196531791907
no	0.4702320887991927
da	0.3823529411764706
pt	0.37722419928825623
nl	0.3644067796610169
cs	0.34863523573200994
et	0.33375634517766495
ms	0.3251928020565552
ca	0.3101182654402102
sq	0.29624664879356566
ro	0.29435483870967744
pl	0.29245283018867924
es	0.2857142857142857
fr	0.27083333333333337
hr	0.2584745762711864
is	0.25
hu	0.2290748898678414
fi	0.21407185628742514
sv	0.21171171171171171
sk	0.1984732824427481
it	0.19230769230769232
sl	0.14634146341463414
lt	0.13509060955518945
tr	0.12790697674418602
az	0.11764705882352942
eu	0.11764705882352942
lv	0.11764705882352942
vi	0.11764705882352942
de	0.11317567567567569

reliable

true

passes

true

name

"Isabella"

dialogue

"Solo una figura alta. Cappello scuro, forse un cappotto. Ho preso la camera—sempre la mia camera—ma le mani tremavano."

detectedLang

"it"

heavyLang

"it"

scores

it	0.785958904109589
es	0.6543778801843317
ca	0.6221662468513854
ro	0.6130030959752323
fr	0.5672244662435083
tl	0.5424039048200122
pt	0.4485294117647059
no	0.3832236842105263
yo	0.38067712634186623
sl	0.33510638297872336
sq	0.32855863921217543
lv	0.3181818181818182
en	0.2984097287184284
ms	0.2937853107344633
de	0.2774566473988439
sk	0.2668621700879765
da	0.26035502958579887
sv	0.25521350546176763
nl	0.2331288343558282
pl	0.2163009404388715
et	0.19527896995708155
hu	0.1935483870967742
cs	0.18032786885245902
fi	0.17853231106243156
vi	0.17763157894736845
hr	0.16666666666666666
is	0.11971830985915494
eu	0.10287081339712918
tr	0.09200968523002422
lt	0.07975460122699386
az	0.07292954264524104

reliable

true

passes

true

name

"Hunter"

dialogue

"A tall figure in a dark hat. That’s something. Did they go near the road, or into the orchard?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.8110417351298062
tl	0.5904558404558404
fr	0.46261682242990654
de	0.4606003752345216
nl	0.4570349386213409
it	0.43405511811023617
ro	0.4267198404785643
yo	0.40476190476190477
sq	0.36252771618625274
no	0.3495475113122172
pl	0.34059633027522934
ms	0.33831990794016115
pt	0.3329466357308584
es	0.32669789227166274
sv	0.30133657351154314
hu	0.29792429792429787
sl	0.29792429792429787
da	0.2758186397984887
ca	0.2703045685279188
tr	0.21232876712328766
az	0.21124828532235942
cs	0.18670438472418668
sk	0.1843971631205674
hr	0.16302765647743814
lt	0.1248097412480974
is	0.11538461538461538
eu	0.10852713178294573
lv	0.10852713178294573
vi	0.10852713178294573
et	0.0987460815047022
fi	0.0987460815047022

reliable

true

passes

true

name

"Isabella"

dialogue

"Nell’ombra... vicino al sentiero. Poi niente. Solo paura."

detectedLang

"it"

heavyLang

"it"

scores

it	0.8212689901697945
es	0.6500437445319335
ro	0.47506561679790027
ca	0.43422913719943423
pt	0.4269340974212034
eu	0.39209726443769
fr	0.37694704049844235
nl	0.3485342019543974
ms	0.3079584775086505
sk	0.3019197207678883
no	0.3006993006993007
de	0.2982456140350877
sl	0.29328621908127206
da	0.2857142857142857
tl	0.28186714542190305
pl	0.17864476386036962
sq	0.17525773195876287
lv	0.17184265010351968
sv	0.15966386554621848
az	0.13606911447084233
en	0.13606911447084233
fi	0.13606911447084233
tr	0.13606911447084233

reliable

true

passes

true

name

"Hunter"

dialogue

"You’re saying the trail by the orchard. Did you hear a car? Anything that might help?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.819692693634368
tl	0.5901639344262295
fr	0.4969378827646544
cs	0.3722707423580786
nl	0.3575418994413408
no	0.3532058492688414
da	0.3502824858757062
de	0.3480725623582766
yo	0.34285714285714286
sk	0.3162901307966707
sq	0.30303030303030304
ro	0.2857142857142857
pl	0.27944862155388467
ms	0.2758186397984887
tr	0.2353723404255319
az	0.23333333333333334
hu	0.213406292749658
sv	0.19692737430167598
pt	0.1958041958041958
ca	0.19127988748241914
es	0.18670438472418668
it	0.17857142857142858
hr	0.16302765647743814
sl	0.13533834586466165
lt	0.1248097412480974
is	0.11538461538461538
eu	0.10852713178294573
lv	0.10852713178294573
vi	0.10852713178294573
et	0.0987460815047022
fi	0.0987460815047022

reliable

true

passes

true

name

"Isabella"

dialogue

"No... solo il mio cuore. E la donna che diceva 'aiuto'... penso."

detectedLang

"it"

heavyLang

"it"

scores

it	0.8174398625429553
es	0.6386054421768707
fr	0.5724346076458753
ro	0.5444801714898178
ca	0.5246085011185682
pt	0.5005875440658049
de	0.42411924119241196
no	0.41780821917808225
lv	0.38405797101449274
et	0.37407952871870404
tr	0.36281859070464767
az	0.35993975903614456
ms	0.35993975903614456
sq	0.3491577335375191
tl	0.34815950920245403
da	0.3441358024691358
yo	0.3264659270998415
fi	0.2951907131011609
en	0.2904841402337229
hr	0.2784380305602716
pl	0.2697594501718213
lt	0.23971377459749554
nl	0.22586520947176683
sv	0.22586520947176683
sk	0.17635658914728683
vi	0.1650294695481336
hu	0.1533864541832669
is	0.1361788617886179
sl	0.1361788617886179

reliable

true

passes

true

name

"Hunter"

dialogue

"All right. That’s enough for now. Stay put—"

detectedLang

"en"

heavyLang

"en"

scores

en	0.840170484816196
tl	0.6183206106870229
no	0.511400651465798
da	0.4371482176360225
it	0.3644067796610169
sq	0.3644067796610169
de	0.3273542600896861
hr	0.29411764705882354
nl	0.24812030075187969
et	0.22680412371134018
pt	0.2227979274611399
fr	0.19786096256684493
yo	0.19786096256684493
sv	0.1935483870967742

reliable

true

passes

true

name

"Isabella"

dialogue

"Aspetti. C’era anche un odore... come mele rotte e fumo."

detectedLang

"it"

heavyLang

"it"

scores

it	0.785958904109589
fr	0.6505125815470643
ro	0.5283018867924528
sq	0.4762569832402235
es	0.44362017804154297
en	0.410377358490566
nl	0.4009584664536741
lv	0.38016528925619836
ca	0.37395659432387307
yo	0.3697478991596639
pt	0.3556701030927836
de	0.2964352720450282
fi	0.2857142857142857
da	0.28435114503816794
tr	0.2816091954022989
is	0.2774566473988439
no	0.2704280155642024
pl	0.17943107221006563
ms	0.1758241758241758
hu	0.17035398230088497
lt	0.1515837104072398
sl	0.1515837104072398
az	0.14383561643835618
et	0.14383561643835618
hr	0.14383561643835618
sv	0.14383561643835618
tl	0.14383561643835618

reliable

true

passes

true

name

"Hunter"

dialogue

"—Hold on."

detectedLang

"en"

heavyLang

"da"

scores

en	0.8245614035087719
et	0.7549019607843137
fi	0.75
da	0.691358024691358
fr	0.6855345911949685
ca	0.6644295302013423
hr	0.6376811594202898
hi	0.6268656716417911
pl	0.6268656716417911
tl	0.6268656716417911
cs	0.6
sk	0.6
yo	0.6

reliable

false

passes

true

name

"Hunter"

dialogue

"I’ve got to take this. Don’t leave the café."

detectedLang

"en"

heavyLang

"en"

scores

en	0.8194444444444445
tl	0.6564482029598308
nl	0.4663382594417077
yo	0.42882249560632685
no	0.385633270321361
pt	0.38095238095238093
sl	0.37977099236641226
da	0.358974358974359
pl	0.2934782608695652
sk	0.28884026258205686
cs	0.2872807017543859
lv	0.27293064876957496
hr	0.2630385487528345
lt	0.24242424242424243
fr	0.1935483870967742
ms	0.1935483870967742
sq	0.1935483870967742
sv	0.1935483870967742

reliable

true

passes

true