Run: 2026-03-18-01KM0AQW5QX8TZS6YKZ0C0RAXK

Run Details

Model:: GPT-5.4 Mini (Reasoning, Low)
Test:: Language Writing
Scenario:: Character dialogue (Italian) in a story
Duration:: 3.0s
Cost:: $0.001886
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: "Mi dispiace, io non capisco bene… Ho visto qualcosa vicino al festival delle mele, ma era tutto confuso. C'era una persona sola, poi… poi è sparita. Mi ha spaventata."

Hunter: "Slow down. You’re saying you saw someone at the apple festival?"

Isabella: "Sì, sì… una figura vicino agli alberi, con la luce del tramonto. Io stavo facendo fotografie del paesaggio. Poi ho sentito un rumore, e quando mi sono girata non c'era più nessuno."

Hunter: "Apple festival. Trees. Disappeared. Great. Do you know if it was a man or a woman?"

Isabella: "Non lo so. Era lontano. Ma sembrava… triste? O forse arrabbiato. Non sono sicura."

Hunter: "You’re shaken up. Did that person say anything to you?"

Isabella: "No… solo un suono, come un richiamo. Io non capisco le parole qui. Mi sento persa."

Hunter: "I get that. Hold on—"

Isabella: "Aspetta, per favore. Io voglio aiutare, ma non so come spiegare."

Hunter: "Yeah, I know. Just try to remember one more thing—"

Hunter: "Hunter speaking."

Isabella: "Che succede?"

Hunter: "Sorry. I have to go. If you remember anything else, stay here and don’t leave town."

Isabella: "Aspetti—io…"

Hunter: "I’ll be back."

Evaluation details

Result

Evaluator

Details

Meta Data

100.00%

Parse dialogue

n/a

dialogue

name

"Isabella"

dialogue

"Mi dispiace, io non capisco bene… Ho visto qualcosa vicino al festival delle mele, ma era tutto confuso. C'era una persona sola, poi… poi è sparita. Mi ha spaventata."

detectedLang

"it"

heavyLang

"it"

scores

it	0.8043400924937745
es	0.6149807490374518
ca	0.6021699819168174
ro	0.54337899543379
pt	0.5181778361804643
fr	0.49977262391996363
en	0.4586614173228346
no	0.42857142857142855
tl	0.42857142857142855
sk	0.4101876675603217
da	0.3834080717488789
et	0.3637941006362059
ms	0.34988179669030733
cs	0.342498505678422
nl	0.3226600985221675
sq	0.30730478589420657
de	0.30203045685279184
lt	0.2767915844838922
hu	0.27583936800526665
hr	0.2739273927392739
sv	0.26764314247669774
yo	0.25675675675675674
sl	0.2501704158145876
eu	0.24760601915184677
fi	0.2403314917127072
pl	0.2181947405828003
lv	0.20577617328519857
is	0.16222391469916222
az	0.13860610806577917
tr	0.11218724778046812
vi	0.06621392190152801

reliable

true

passes

true

name

"Hunter"

dialogue

"Slow down. You’re saying you saw someone at the apple festival?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.7982062780269058
tl	0.5837187789084182
da	0.4943820224719101
no	0.49209932279909707
fr	0.4851258581235698
es	0.47856315179606024
ms	0.44237918215613387
nl	0.4325346784363178
it	0.3844049247606019
pt	0.38271604938271603
sv	0.375
cs	0.3706293706293706
de	0.33035714285714285
sq	0.3161094224924012
ca	0.31402439024390244
hr	0.3087557603686636
sl	0.293563579277865
lt	0.21875
et	0.21328671328671328
az	0.2077464788732394
ro	0.2077464788732394
sk	0.2077464788732394
yo	0.19210053859964096
tr	0.1818181818181818
hu	0.12959381044487428
fi	0.12280701754385964
lv	0.12280701754385964
pl	0.12280701754385964

reliable

true

passes

true

name

"Isabella"

dialogue

"Sì, sì… una figura vicino agli alberi, con la luce del tramonto. Io stavo facendo fotografie del paesaggio. Poi ho sentito un rumore, e quando mi sono girata non c'era più nessuno."

detectedLang

"it"

heavyLang

"it"

scores

it	0.8118193465727099
es	0.6419865935405241
ca	0.5699121522693997
pt	0.5235198702351987
ro	0.5089845382365232
fr	0.4654231119199272
no	0.3980532786885246
sl	0.3713215623327982
sq	0.366235167206041
en	0.35686918445539134
sk	0.35226019845644985
cs	0.3511871893981226
yo	0.3258749282845669
tl	0.305965741287655
hr	0.2980884109916368
da	0.2934455802766085
lv	0.26654182272159804
de	0.25585813806206464
ms	0.2482405630198337
sv	0.22798948751642575
pl	0.2269736842105263
tr	0.22133863485752156
nl	0.21299397186872068
vi	0.21087978509066488
hu	0.2103494623655914
lt	0.1929945054945055
et	0.17543859649122806
fi	0.17543859649122806
az	0.13602941176470587
eu	0.12704309063893016
is	0.05394524959742351

reliable

true

passes

true

name

"Hunter"

dialogue

"Apple festival. Trees. Disappeared. Great. Do you know if it was a man or a woman?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.8031496062992126
nl	0.5519044062733383
tl	0.5241871530531325
fr	0.5073891625615764
cs	0.5004163197335554
de	0.46619217081850534
hr	0.45652173913043476
pt	0.4530537830446673
it	0.4510521500457456
sv	0.44547134935304994
sq	0.44237918215613387
es	0.43767572633552015
ca	0.42418426103646834
ro	0.4214079074252652
no	0.4129158512720157
sl	0.3981945837512537
da	0.39271255060728744
sk	0.3877551020408163
yo	0.375
ms	0.3617021276595745
lv	0.35275080906148865
pl	0.3413830954994512
lt	0.3348115299334811
et	0.3220338983050847
hu	0.2709599027946537
eu	0.2583436341161928
fi	0.2555831265508685
az	0.23857868020304565
vi	0.23175416133162616
tr	0.1137370753323486
is	0.1111111111111111

reliable

true

passes

true

name

"Isabella"

dialogue

"Non lo so. Era lontano. Ma sembrava… triste? O forse arrabbiato. Non sono sicura."

detectedLang

"it"

heavyLang

"it"

scores

it	0.7753530166880617
pt	0.6116863905325444
es	0.5231607629427792
ca	0.5093457943925234
yo	0.47500000000000003
tl	0.4496855345911949
en	0.4479495268138801
sl	0.4414893617021277
sk	0.42434210526315785
no	0.421806167400881
ro	0.41731409544950054
fr	0.4094488188976378
eu	0.3510506798516687
da	0.34701492537313433
hr	0.3462017434620174
de	0.34210526315789475
vi	0.3379571248423708
ms	0.30921052631578944
pl	0.29906542056074764
sq	0.29149797570850206
cs	0.27285318559556787
et	0.2677824267782427
lt	0.2467718794835007
sv	0.2402315484804631
tr	0.22106824925816024
nl	0.21524663677130043
az	0.16666666666666666
is	0.16267942583732056
hu	0.13509060955518945
lv	0.10409556313993173

reliable

true

passes

true

name

"Hunter"

dialogue

"You’re shaken up. Did that person say anything to you?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.8259355961705831
tl	0.6644295302013423
no	0.477124183006536
nl	0.40828402366863903
cs	0.40119760479041916
sv	0.38837920489296635
da	0.38650306748466257
sq	0.38271604938271603
lv	0.32998324958123953
pl	0.3265993265993266
sk	0.32318104906937395
lt	0.3055555555555556
hr	0.30434782608695654
ms	0.29328621908127206
de	0.2673992673992674
pt	0.25650557620817843
yo	0.25512104283054005
is	0.250936329588015
sl	0.23224568138195778
ca	0.1836734693877551
es	0.18032786885245902
it	0.18032786885245902
fr	0.17355371900826447
ro	0.17355371900826447
tr	0.14346895074946467
hu	0.13606911447084233
az	0.12854030501089325
et	0.12854030501089325

reliable

true

passes

true

name

"Isabella"

dialogue

"No… solo un suono, come un richiamo. Io non capisco le parole qui. Mi sento persa."

detectedLang

"it"

heavyLang

"it"

scores

it	0.8176392572944298
fr	0.6710526315789473
es	0.6684749849306811
ca	0.5913818722139673
pt	0.5811119573495811
tl	0.5342929720575783
en	0.5258620689655172
ro	0.5149911816578483
sk	0.4850187265917603
yo	0.416135881104034
lv	0.40411700975081255
no	0.375
nl	0.3692660550458715
hr	0.3626882966396292
cs	0.36046511627906974
tr	0.34523809523809523
lt	0.32844932844932845
hu	0.30904522613065327
pl	0.27821522309711283
sl	0.2753623188405797
de	0.2413793103448276
eu	0.23717059639389734
ms	0.23611111111111113
fi	0.2286115007012623
sv	0.2231638418079096
sq	0.21763869132290184
az	0.18154761904761904
da	0.12280701754385964
is	0.10277324632952692
et	0.09688013136288999

reliable

true

passes

true

name

"Hunter"

dialogue

"I get that. Hold on—"

detectedLang

"en"

heavyLang

"en"

scores

en	0.840153452685422
tl	0.6744791666666666
da	0.6675531914893618
ca	0.654696132596685
hr	0.6448863636363635
et	0.6345029239766081
pl	0.6268656716417911
cs	0.5901639344262295
is	0.5659722222222222
yo	0.5644599303135889
fi	0.5454545454545454
sk	0.5404411764705882
no	0.5370370370370371
sv	0.5247148288973384
sq	0.5173745173745175
it	0.4791666666666667
fr	0.4658119658119659
ro	0.4186046511627907
hi	0.40191387559808617
be	0.358974358974359
tr	0.358974358974359
hu	0.34895833333333337
az	0.33510638297872336
lt	0.33510638297872336
lv	0.33510638297872336
uk	0.33510638297872336
vi	0.33510638297872336

reliable

true

passes

true

name

"Isabella"

dialogue

"Aspetta, per favore. Io voglio aiutare, ma non so come spiegare."

detectedLang

"it"

heavyLang

"it"

scores

it	0.8096730855351544
en	0.5663265306122449
sq	0.5586708203530634
sv	0.5375408052230685
sl	0.46473551637279603
ro	0.44371727748691103
no	0.4348404255319149
fr	0.43408788282290284
de	0.4310575635876841
ca	0.4129834254143646
sk	0.38405797101449274
ms	0.37037037037037035
nl	0.3541033434650456
yo	0.32432432432432434
lt	0.30098684210526316
vi	0.29401993355481726
tl	0.2928452579034942
es	0.2595818815331011
pt	0.2517605633802817
is	0.23971377459749554
fi	0.2026266416510319
pl	0.20112781954887218
et	0.1904761904761905
eu	0.169921875
hr	0.169921875
hu	0.16173570019723865
lv	0.1533864541832669
da	0.1326530612244898

reliable

true

passes

true

name

"Hunter"

dialogue

"Yeah, I know. Just try to remember one more thing—"

detectedLang

"en"

heavyLang

"en"

scores

en	0.8142857142857143
tl	0.5982694684796045
no	0.5672436750998668
hr	0.5637583892617449
yo	0.559620596205962
da	0.5535714285714286
sv	0.5454545454545454
nl	0.5428973277074542
pl	0.5170876671619613
sl	0.5090634441087614
sk	0.5053272450532724
ms	0.4357638888888889
hu	0.42882249560632685
et	0.42781690140845074
cs	0.4206773618538324
is	0.4003690036900369
ca	0.3981481481481482
lv	0.36274509803921573
lt	0.3394308943089431
de	0.32432432432432434
sq	0.2919389978213508
it	0.26136363636363635
fr	0.23529411764705882
ro	0.21686746987951808
be	0.17721518987341772
tr	0.17721518987341772
az	0.16237113402061853
uk	0.16237113402061853
vi	0.16237113402061853

reliable

true

passes

true

name

"Hunter"

dialogue

"Hunter speaking."

detectedLang

"en"

heavyLang

"en"

scores

en	0.7950819672131147
tl	0.7539370078740157
de	0.5733788395904437
nl	0.5689655172413793
no	0.5674740484429065
ms	0.5387453874538745
fr	0.5335820895522388
sv	0.5300751879699248
pt	0.5173745173745175
lt	0.410377358490566
da	0.3961352657004831
is	0.36224489795918363
it	0.33510638297872336
ca	0.3206521739130435
ro	0.3206521739130435
sl	0.3206521739130435
sq	0.3206521739130435
tr	0.3206521739130435

reliable

true

passes

true

name

"Isabella"

dialogue

"Che succede?"

detectedLang

"it"

heavyLang

"it"

scores

it	0.8318385650224215
ms	0.5714285714285714
en	0.5508982035928144
ro	0.5398773006134969
da	0.5222929936305732
fr	0.5222929936305732
nl	0.5222929936305732
es	0.5098039215686274
tr	0.5098039215686274
ca	0.4897959183673469
sv	0.4897959183673469

reliable

true

passes

true

name

"Hunter"

dialogue

"Sorry. I have to go. If you remember anything else, stay here and don’t leave town."

detectedLang

"en"

heavyLang

"en"

scores

en	0.8228043143297381
tl	0.6138347884486233
yo	0.5060137457044673
da	0.4888888888888889
no	0.42557442557442554
sv	0.40290758047767394
pl	0.39088983050847464
sq	0.36743674367436746
sk	0.3660418963616317
cs	0.3532058492688414
hr	0.3072289156626506
ms	0.30387409200968524
sl	0.3021844660194175
hu	0.29792429792429787
is	0.27398989898989895
it	0.2721518987341772
nl	0.24441524310118265
lv	0.24342105263157895
lt	0.22506738544474394
de	0.213406292749658
et	0.19692737430167598
ca	0.1935483870967742
fr	0.14814814814814814
pt	0.14814814814814814
ro	0.13533834586466165
be	0.10852713178294573
tr	0.10852713178294573
az	0.0987460815047022
uk	0.0987460815047022
vi	0.0987460815047022

reliable

true

passes

true

name

"Isabella"

dialogue

"Aspetti—io…"

detectedLang

"it"

heavyLang

"it"

scores

it	0.8152709359605912
fi	0.5370370370370371
ms	0.5161290322580645
is	0.506578947368421
tr	0.506578947368421
ca	0.4863013698630137
en	0.4863013698630137
es	0.4863013698630137
fr	0.4863013698630137
pt	0.4863013698630137
ro	0.4863013698630137
sq	0.4863013698630137

reliable

true

passes

true

name

"Hunter"

dialogue

"I’ll be back."

detectedLang

"en"

heavyLang

"en"

scores

en	0.8333333333333334
tl	0.6666666666666666
hu	0.5391705069124424
lt	0.5283018867924528
yo	0.5238095238095238

reliable

true

passes

true