Run: 2026-02-08-01KGYY9VMXFGAKN7GE3EEKY2YS

Run Details

Model:: Claude Sonnet 4.5
Test:: Language Writing
Scenario:: Character dialogue (Italian) in a story
Duration:: 13.6s
Cost:: $0.011346
Provider:: Amazon Bedrock

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

# Voice Sheet: Cafe Scene

**Isabella:** *[looking through photos on camera, muttering to herself]* "Incredibile... cosa ho visto ieri sera..."

**Hunter:** "Excuse me, miss. I'm Detective Hunter with the Alborn Police. Mind if I ask you a few questions?"

**Isabella:** *[looks up startled, eyes wide]* "Oh! Ehm... polizia? Sì, sì... io... io ho visto qualcosa!"

**Hunter:** "I'm sorry, I don't... do you speak English?"

**Isabella:** *[shaking her head, speaking rapidly and troubled]* "Non parlo inglese! Ma devo dire... quella notte, vicino al parco... ho visto una figura strana! Avevo la mia macchina fotografica, ma era troppo buio!"

**Hunter:** "Okay, slow down. I don't understand what you're saying. Were you here last night? During the incident?"

**Isabella:** *[pointing to her camera frantically]* "Sì! Ieri sera! Stavo facendo fotografie del tramonto quando... quando ho sentito qualcosa! Era terrificante!"

**Hunter:** *[frustrated, pulling out notepad]* "Right. Camera. You took photos? Can I see?"

**Isabella:** *[nodding, hands trembling as she shows camera]* "Ecco, guarda! Ma non si vede molto... troppo scuro. Avevo tanta paura!"

**Hunter:** "These are too dark to make out anything. Damn it. Look, I need to find someone who can translate—"

**Isabella:** *[urgently grabbing his arm]* "No, no! Devi capire! C'è qualcosa di pericoloso qui! Quella persona... o quella cosa... non era normale!"

**Hunter:** "I can see you're upset about something, but I can't help you if I don't know what you're saying."

**Isabella:** *[frustrated, near tears]* "Perché non capisci?! Qualcuno potrebbe essere in pericolo!"

**Hunter:** *[phone rings, he holds up a finger]* "Hold on. Hunter here."

**Hunter:** *[pause, listening]* "Another one? When? ... I'll be right there."

**Hunter:** *[to Isabella]* "I have to go. Stay in town, okay? STAY. IN. TOWN. I'll find a translator and come back."

**Isabella:** *[confused]* "Cosa? Non capisco... Stai andando via? Ma io devo dirti—"

**Hunter:** *[already walking away quickly]* "I'll be back. Just... don't leave Alborn."

**Isabella:** *[calling after him desperately]* "Aspetta! Non andare! È pericoloso! PERICOLOSO!"

**Isabella:** *[slumps back in chair, defeated]* "Madonna... cosa faccio adesso?"

Evaluation details

Result

Evaluator

Details

Meta Data

100.00%

Parse dialogue

n/a

dialogue

name

"Isabella"

dialogue

"Incredibile... cosa ho visto ieri sera..."

detectedLang

"it"

heavyLang

"it"

scores

it	0.8007968127490039
ro	0.649859943977591
ca	0.6448863636363635
es	0.6274217585692996
pt	0.571917808219178
fr	0.5344506517690875
en	0.50199203187251
sl	0.4877049180327869
no	0.43566591422121903
sk	0.42263279445727486
tl	0.3686868686868687
cs	0.29775280898876405
fi	0.26035502958579887
lt	0.26035502958579887
tr	0.2331288343558282
de	0.22839506172839508
hr	0.22839506172839508
da	0.22360248447204967
is	0.22360248447204967
lv	0.22360248447204967

reliable

true

passes

true

name

"Hunter"

dialogue

"Excuse me, miss. I'm Detective Hunter with the Alborn Police. Mind if I ask you a few questions?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.7897800776196636
tl	0.6227510156703423
fr	0.6201052016364699
it	0.5940037476577139
ca	0.5279593318809005
ro	0.5241581259150806
pt	0.5202952029520296
sq	0.5060790273556232
no	0.4992295839753467
sv	0.4820717131474103
cs	0.46677604593929445
nl	0.46677604593929445
es	0.46413849958779885
da	0.45606694560669453
hr	0.42781690140845074
sl	0.417562724014337
ms	0.4058500914076782
et	0.37977099236641226
hu	0.3725868725868726
sk	0.3557978196233895
de	0.32920536635706915
pl	0.32920536635706915
yo	0.32502596053997923
tr	0.2995689655172413
lt	0.2630385487528345
fi	0.2545871559633027
lv	0.2545871559633027
az	0.24242424242424243
eu	0.20147420147420148
is	0.1751269035532995
vi	0.1698595146871009
be	0.09722222222222222
uk	0.08835904628330996

reliable

true

passes

true

name

"Isabella"

dialogue

"Oh! Ehm... polizia? Sì, sì... io... io ho visto qualcosa!"

detectedLang

"it"

heavyLang

"it"

scores

it	0.7854077253218884
ca	0.5594713656387665
pt	0.5419847328244275
no	0.4845360824742268
sk	0.4727592267135325
es	0.4495412844036697
nl	0.4129158512720157
cs	0.3963782696177062
eu	0.38524590163934425
sl	0.3736951983298539
en	0.3723849372384937
ro	0.3723849372384937
fr	0.3710691823899371
lt	0.3684210526315789
fi	0.3644067796610169
yo	0.358974358974359
de	0.35344827586206895
da	0.35064935064935066
lv	0.3492407809110629
tl	0.3288590604026846
et	0.22879177377892032
sv	0.22879177377892032
hr	0.22680412371134018
pl	0.22680412371134018
ms	0.21465968586387435
sq	0.21465968586387435
az	0.2
hu	0.2
is	0.1935483870967742
tr	0.1935483870967742

reliable

true

passes

true

name

"Hunter"

dialogue

"I'm sorry, I don't... do you speak English?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.8015873015873016
tl	0.5405819295558958
hr	0.5245641838351823
cs	0.512987012987013
pl	0.4727592267135325
pt	0.460431654676259
sq	0.455535390199637
no	0.4307400379506641
it	0.4174757281553398
da	0.4129158512720157
sv	0.4117647058823529
sk	0.40476190476190477
vi	0.3670886075949367
yo	0.3548387096774194
ro	0.35064935064935066
ca	0.3150684931506849
sl	0.2857142857142857
de	0.1935483870967742
ms	0.1935483870967742
be	0.1891891891891892
tr	0.1891891891891892
hu	0.18256130790190736
az	0.17355371900826447
et	0.17355371900826447
is	0.17355371900826447
lt	0.17355371900826447
lv	0.17355371900826447
uk	0.17355371900826447

reliable

true

passes

true

name

"Isabella"

dialogue

"Non parlo inglese! Ma devo dire... quella notte, vicino al parco... ho visto una figura strana! Avevo la mia macchina fotografica, ma era troppo buio!"

detectedLang

"it"

heavyLang

"it"

scores

it	0.8003992015968064
es	0.6560027519779842
ca	0.5959595959595959
ro	0.5635093845482322
fr	0.5042141794744671
pt	0.503968253968254
sq	0.4574064026044492
no	0.42857142857142855
de	0.38875305623471884
sk	0.3857493857493857
ms	0.3811881188118812
en	0.375
da	0.3573264781491003
tl	0.35275080906148865
nl	0.3464052287581699
et	0.33510638297872336
pl	0.32157394843962006
cs	0.31176875430144524
sl	0.3108201240523777
lt	0.2902767920511001
hr	0.2753623188405797
sv	0.25925925925925924
lv	0.2441421012849584
tr	0.2389649923896499
yo	0.2248062015503876
eu	0.21321793863099922
az	0.20318725099601595
fi	0.1796554552912223
vi	0.13941480206540446
hu	0.12967798085291557
is	0.12203687445127305

reliable

true

passes

true

name

"Hunter"

dialogue

"Okay, slow down. I don't understand what you're saying. Were you here last night? During the incident?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.8114302291847983
tl	0.6223126089482859
no	0.568679495686795
da	0.5622895622895623
nl	0.5022970903522206
sv	0.481658692185008
de	0.42016057091882253
sq	0.3981481481481482
cs	0.37679769894535
ro	0.37319189971070393
fr	0.3608652900688299
ca	0.35194416749750745
sk	0.30851063829787234
pl	0.29653679653679654
et	0.2927094668117519
yo	0.2919389978213508
it	0.2857142857142857
lt	0.2545871559633027
az	0.24242424242424243
hr	0.23349056603773585
ms	0.2073170731707317
tr	0.2073170731707317
es	0.17721518987341772
is	0.17407878017789072
pt	0.16559691912708602
sl	0.16559691912708602
hu	0.16237113402061853
be	0.09722222222222222
lv	0.08835904628330996
uk	0.08835904628330996
vi	0.08835904628330996

reliable

true

passes

true

name

"Isabella"

dialogue

"Sì! Ieri sera! Stavo facendo fotografie del tramonto quando... quando ho sentito qualcosa! Era terrificante!"

detectedLang

"it"

heavyLang

"it"

scores

it	0.786053882725832
es	0.6566632756866735
pt	0.6434231378763867
ca	0.6147260273972602
fr	0.5661953727506427
ro	0.5436105476673428
no	0.5072992700729927
en	0.4940029985007497
sk	0.4521103896103896
cs	0.45077298616761596
de	0.42159383033419023
sl	0.40685413005272403
hr	0.34466019417475724
da	0.3382352941176471
tl	0.31402439024390244
sq	0.3048403707518023
sv	0.29467084639498436
ms	0.2902208201892744
nl	0.2686890574214518
pl	0.26550598476605003
lt	0.2407199100112486
lv	0.22591743119266056
tr	0.2214532871972318
az	0.21511627906976746
et	0.21511627906976746
fi	0.2114485981308411
eu	0.20306965761511217
yo	0.199288256227758
hu	0.15730337078651685
vi	0.12790697674418602

reliable

true

passes

true

name

"Hunter"

dialogue

"Right. Camera. You took photos? Can I see?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.8031496062992126
tl	0.6465295629820053
ca	0.5852187028657617
fr	0.5469522240527183
it	0.49817518248175185
ro	0.47418738049713194
et	0.4586614173228346
sv	0.4444444444444444
no	0.4433198380566802
de	0.4410569105691057
da	0.4364754098360656
cs	0.39956331877729256
es	0.394273127753304
yo	0.3692660550458715
nl	0.3483412322274882
tr	0.3483412322274882
lt	0.34210526315789475
az	0.3373493975903614
hr	0.3357487922705314
lv	0.3276283618581907
sq	0.3276283618581907
pl	0.314214463840399
pt	0.22535211267605632
hi	0.21875
ms	0.207492795389049
sk	0.207492795389049
be	0.20289855072463767
hu	0.19590643274853803
is	0.1863905325443787
uk	0.1863905325443787
vi	0.1863905325443787

reliable

true

passes

true

name

"Isabella"

dialogue

"Ecco, guarda! Ma non si vede molto... troppo scuro. Avevo tanta paura!"

detectedLang

"it"

heavyLang

"it"

scores

it	0.8108323377140582
ca	0.5419479267116682
tl	0.5254745254745254
ro	0.5123203285420944
es	0.4814410480349345
sq	0.4092039800995025
pt	0.40550688360450565
fr	0.3725231175693527
en	0.3356643356643356
sk	0.3014705882352941
yo	0.2973372781065089
lt	0.29629629629629634
cs	0.2931547619047619
et	0.2692307692307693
sl	0.26810477657935283
de	0.250788643533123
no	0.24841772151898736
hr	0.2238562091503268
tr	0.2030201342281879
az	0.18803418803418803
pl	0.18384879725085912
eu	0.15480427046263345
hu	0.14721723518850988
vi	0.1410488245931284
fi	0.12844036697247707
ms	0.12037037037037036
lv	0.1171003717472119
sv	0.1171003717472119

reliable

true

passes

true

name

"Hunter"

dialogue

"These are too dark to make out anything. Damn it. Look, I need to find someone who can translate—"

detectedLang

"en"

heavyLang

"en"

scores

en	0.8281294757949013
tl	0.48761742100768574
sq	0.45054945054945056
da	0.40357852882703776
ro	0.40298507462686567
hr	0.3957703927492447
no	0.3951612903225807
it	0.3704092339979014
lv	0.3603411513859275
pl	0.35553168635875404
yo	0.3333333333333333
cs	0.329608938547486
ca	0.3258426966292135
sk	0.3079584775086505
et	0.30313588850174217
lt	0.2805755395683453
tr	0.25925925925925924
az	0.2490613266583229
sv	0.24717691342534504
sl	0.23076923076923078
pt	0.20844327176781002
es	0.2052980132450331
vi	0.2010652463382157
ms	0.18588873812754408
fr	0.11764705882352942
be	0.1044776119402985
de	0.10044977511244377
eu	0.10044977511244377
hu	0.10044977511244377
is	0.09502262443438914
nl	0.09502262443438914
uk	0.09502262443438914

reliable

true

passes

true

name

"Isabella"

dialogue

"No, no! Devi capire! C'è qualcosa di pericoloso qui! Quella persona... o quella cosa... non era normale!"

detectedLang

"it"

heavyLang

"it"

scores

it	0.8049525101763909
ca	0.668013856812933
es	0.6083106267029973
fr	0.5950704225352113
en	0.58810888252149
pt	0.573125463994061
ro	0.5570107858243452
tl	0.48476702508960573
ms	0.4471153846153846
sq	0.4373776908023483
lv	0.41446028513238287
hr	0.40290758047767394
de	0.3928194297782471
tr	0.3882978723404255
et	0.37971952535059333
eu	0.36674008810572684
sk	0.3611111111111111
pl	0.3502824858757062
sv	0.3502824858757062
no	0.3488108720271801
lt	0.343607305936073
da	0.3235294117647059
yo	0.3162901307966707
fi	0.3146603098927294
cs	0.2874845105328377
az	0.2830423940149626
nl	0.2551813471502591
sl	0.22086720867208673
vi	0.14434523809523808
hu	0.0987460815047022
is	0.0987460815047022

reliable

true

passes

true

name

"Hunter"

dialogue

"I can see you're upset about something, but I can't help you if I don't know what you're saying."

detectedLang

"en"

heavyLang

"en"

scores

en	0.8212157330154947
tl	0.41463414634146345
tr	0.29161747343565525
sv	0.2840095465393795
et	0.2797118847539016
ca	0.26380368098159507
cs	0.23371647509578544
no	0.19463087248322147
az	0.1891891891891892
da	0.1880920162381597
hr	0.1880920162381597
sq	0.18256130790190736
pl	0.17355371900826447
it	0.16083916083916083
fi	0.14893617021276595
ro	0.13043478260869565
fr	0.12790697674418602
yo	0.12663755458515283
es	0.11504424778761062
ms	0.11504424778761062
pt	0.11504424778761062
sk	0.10714285714285714
be	0.1044776119402985
hu	0.10044977511244377
is	0.09502262443438914
lt	0.09502262443438914
lv	0.09502262443438914
uk	0.09502262443438914
vi	0.09502262443438914

reliable

true

passes

true

name

"Isabella"

dialogue

"Perché non capisci?! Qualcuno potrebbe essere in pericolo!"

detectedLang

"it"

heavyLang

"it"

scores

it	0.8191489361702127
ro	0.6255506607929515
en	0.602803738317757
fr	0.5917387127761767
pt	0.507531865585168
de	0.49223416965352446
ca	0.4867149758454107
sl	0.38936781609195403
ms	0.36472346786248133
es	0.35213414634146345
tl	0.34514637904468415
nl	0.34006211180124224
yo	0.3275316455696203
sk	0.32432432432432434
pl	0.3055555555555556
sv	0.2857142857142857
hr	0.28451178451178455
no	0.27597955706984667
cs	0.2747440273037543
da	0.2595818815331011
sq	0.25569176882662
eu	0.169921875
az	0.1650294695481336
hu	0.16173570019723865
fi	0.1414141414141414
et	0.121900826446281
lt	0.121900826446281
lv	0.121900826446281
tr	0.121900826446281

reliable

true

passes

true

name

"Hunter"

dialogue

"Hold on. Hunter here."

detectedLang

"en"

heavyLang

"en"

scores

en	0.8125937031484258
da	0.6081504702194357
fr	0.5915032679738562
sq	0.5598591549295775
ca	0.558303886925795
et	0.5519713261648745
tl	0.5471014492753623
fi	0.5454545454545454
de	0.4131455399061033
hr	0.4131455399061033
hi	0.40191387559808617
pl	0.40191387559808617
no	0.3842364532019704
cs	0.375
sk	0.375
yo	0.375
sv	0.358974358974359
it	0.33510638297872336
nl	0.33510638297872336
pt	0.33510638297872336
ms	0.3206521739130435
ro	0.3206521739130435
sl	0.3206521739130435
tr	0.3206521739130435

reliable

true

passes

true

name

"Hunter"

dialogue

"Another one? When? ... I'll be right there."

detectedLang

"en"

heavyLang

"en"

scores

en	0.8329993319973281
tl	0.6075353218210361
de	0.50199203187251
yo	0.423963133640553
da	0.37810945273631835
hu	0.31880108991825606
lt	0.3093922651933701
es	0.2857142857142857
hr	0.258160237388724
pl	0.258160237388724
sq	0.2378048780487805
fr	0.22839506172839508
no	0.22839506172839508

reliable

true

passes

true

name

"Hunter"

dialogue

"I have to go. Stay in town, okay? STAY. IN. TOWN. I'll find a translator and come back."

detectedLang

"en"

heavyLang

"en"

scores

en	0.8125275694750771
tl	0.6669278996865204
pl	0.6205357142857143
da	0.6174617461746176
it	0.5901639344262295
yo	0.5881782945736433
ro	0.5559038662486938
hr	0.5360262008733625
sl	0.532967032967033
no	0.5131729667812142
sv	0.5017584994138335
cs	0.5011737089201878
sk	0.48296836982968366
nl	0.4558258642765685
sq	0.4537275064267352
ca	0.4509043927648579
de	0.4501940491591203
lv	0.4310575635876841
lt	0.4264507422402159
pt	0.39801699716713884
az	0.39372325249643364
ms	0.37774524158125916
et	0.36661698956780925
hu	0.3441358024691358
vi	0.34210526315789475
tr	0.33070866141732286
es	0.32965299684542587
fr	0.3167202572347267
is	0.24511545293072823
eu	0.24377224199288253
be	0.1414141414141414
fi	0.1290983606557377
uk	0.1290983606557377

reliable

true

passes

true

name

"Isabella"

dialogue

"Cosa? Non capisco... Stai andando via? Ma io devo dirti—"

detectedLang

"it"

heavyLang

"it"

scores

it	0.7750865051903114
pt	0.595771144278607
es	0.5917085427135679
ca	0.512743628185907
fr	0.512743628185907
tl	0.4984567901234568
en	0.43082311733800355
lt	0.36274509803921573
ro	0.34343434343434337
yo	0.32150313152400833
pl	0.2476851851851852
et	0.23529411764705882
nl	0.21875
eu	0.2111650485436893
hu	0.20147420147420148
sk	0.20147420147420148
sv	0.19753086419753088
vi	0.1935483870967742
da	0.1792929292929293
no	0.1792929292929293
ms	0.16666666666666666
sq	0.16666666666666666

reliable

true

passes

true

name

"Hunter"

dialogue

"I'll be back. Just... don't leave Alborn."

detectedLang

"en"

heavyLang

"en"

scores

en	0.7712717291857274
hu	0.31880108991825606
lt	0.3093922651933701
yo	0.3055555555555556
et	0.28977272727272724
sv	0.28977272727272724
tl	0.2857142857142857
ca	0.23547400611620795

reliable

true

passes

true

name

"Isabella"

dialogue

"Aspetta! Non andare! È pericoloso! PERICOLOSO!"

detectedLang

"it"

heavyLang

"it"

scores

it	0.815422477440525
ro	0.6003552397868561
ca	0.5681381957773513
sv	0.5562130177514794
fr	0.5302713987473904
en	0.506578947368421
pt	0.4955156950672646
es	0.49209932279909707
fi	0.44168734491315137
ms	0.4186046511627907
no	0.4094488188976378
sq	0.3967828418230563
yo	0.38016528925619836
tr	0.375
is	0.3732590529247911
eu	0.27884615384615385
da	0.21875
nl	0.21875
et	0.2077464788732394
hr	0.2077464788732394
lt	0.2077464788732394
lv	0.2077464788732394
tl	0.2077464788732394

reliable

true

passes

true

name

"Isabella"

dialogue

"Madonna... cosa faccio adesso?"

detectedLang

"it"

heavyLang

"it"

scores

it	0.8040313549832027
pt	0.5833333333333334
et	0.4067796610169492
fi	0.396551724137931
ca	0.37050359712230213
es	0.308300395256917

reliable

true

passes

true