Run: 2026-02-08-01KGYZ7AR2WV3FFWXBZ9J99N3Y

Run Details

Model:: Claude Sonnet 4.5
Test:: Language Writing
Scenario:: Character dialogue (French) in a story
Duration:: 13.4s
Cost:: $0.011331
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="Marie">
Marie is a 30-year old college student on a study abroad program. Born in France, she is fluent in French 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 French, 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:

Marie 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 French, and Hunter looks confused.

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

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

Marie: "..."
Hunter: "..."

Model response

# Voice Sheet: Cafe Scene

**Marie:** *[mumbling to herself in French while reviewing photos]* "Mon Dieu, c'est impossible... qu'est-ce que j'ai photographié là?"

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

**Marie:** *[looks up startled]* "Quoi? Je... je ne comprends pas..."

**Hunter:** "I'm investigating the disappearances in town. Were you at the apple festival yesterday?"

**Marie:** *[voice shaking]* "Le festival? Oui, oui! J'étais là! Mais il y avait... j'ai vu quelque chose de terrible! Dans les bois, près des pommiers!"

**Hunter:** *[frowning]* "I... what? Do you speak English?"

**Marie:** *[frantically gesturing at her camera]* "Regardez! Regardez les photos! Cet homme... il a disparu! Une seconde il était là, et puis... rien!"

**Hunter:** "Slow down. I don't understand a word you're saying."

**Marie:** *[frustrated, speaking rapidly]* "Comment puis-je expliquer? Vous devez comprendre! C'était hier soir, vers dix-neuf heures. J'ai tout photographié!"

**Hunter:** *[pulls out notepad helplessly]* "Look, I need to understand what you're telling me. Is there someone who can translate?"

**Marie:** *[calming slightly, tries hand gestures]* "Homme... disparu. Poof!" *[makes vanishing gesture]*

**Hunter:** "Disappeared? Someone disappeared? You saw it?"

**Marie:** "Oui! Oui! Disparu!"

**Hunter:** *[leaning forward]* "Can you show me on your camera?"

**Marie:** *[nodding vigorously, scrolling through photos]* "Voilà... ici, vous voyez? Et maintenant... regardez la suivante..."

**Hunter:** *[studying the camera screen]* "That's... wait, that's the same spot but he's... gone?"

**Marie:** *[whispering]* "Exactement. Il a disparu devant mes yeux. J'ai tellement peur..."

**Hunter:** "These photos... this is evidence. I need—"

*[Hunter's phone rings]*

**Hunter:** *[answering]* "Hunter here. What? Another one? When? Damn it. I'm on my way." *[to Marie]* "I have to go. Don't leave town. I'll find a translator and come back."

**Marie:** *[confused]* "Quoi? Où allez-vous? Attendez!"

**Hunter:** *[already walking away]* "Stay here. I'll be back. Stay!"

**Marie:** *[calling after him]* "Je ne comprends pas! Revenez!"

Evaluation details

Result

Evaluator

Details

Meta Data

100.00%

Parse dialogue

n/a

dialogue

name

"Marie"

dialogue

"Mon Dieu, c'est impossible... qu'est-ce que j'ai photographié là?"

detectedLang

"fr"

heavyLang

"fr"

scores

fr	0.8132586367880486
en	0.553072625698324
ca	0.531615925058548
es	0.4865211810012837
pt	0.4020926756352765
it	0.38461538461538464
tl	0.37205651491365777
ro	0.3710691823899371
vi	0.28186714542190305
hi	0.27927927927927926
da	0.26605504587155965
yo	0.18032786885245902
nl	0.16142557651991615
no	0.14346895074946467
sq	0.14346895074946467
sv	0.14346895074946467

reliable

true

passes

true

name

"Hunter"

dialogue

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

detectedLang

"en"

heavyLang

"en"

scores

en	0.7945768282662284
fr	0.6214988644965935
it	0.6108949416342413
tl	0.5918367346938775
ca	0.5670995670995671
pt	0.5594713656387665
ro	0.5192307692307693
sq	0.5029821073558649
es	0.4939271255060729
no	0.4813278008298755
sv	0.4669509594882729
nl	0.44382647385984425
cs	0.43630214205186024
da	0.4298745724059293
hr	0.38875305623471884
hu	0.3834771886559803
et	0.38195302843016066
sl	0.37810945273631835
de	0.3234100135317997
pl	0.3160054719562244
ms	0.2917847025495751
tr	0.2917847025495751
yo	0.2917847025495751
sk	0.2877492877492877
lt	0.2248062015503876
fi	0.2163009404388715
is	0.2163009404388715
az	0.21011058451816747
lv	0.21011058451816747
vi	0.21011058451816747
be	0.12280701754385964
eu	0.12280701754385964
uk	0.11190053285968028

reliable

true

passes

true

name

"Marie"

dialogue

"Quoi? Je... je ne comprends pas..."

detectedLang

"fr"

heavyLang

"fr"

scores

fr	0.8154008438818564
ca	0.675925925925926
nl	0.6376811594202898
sl	0.6323529411764706
it	0.626068376068376
lt	0.6220302375809936
hr	0.6187363834422658
sq	0.576271186440678
cs	0.5668316831683169
en	0.5547073791348601
ro	0.5501285347043702
es	0.5418848167539267
tl	0.4897959183673469
yo	0.48224852071005914
de	0.4728915662650602
sk	0.453125
pt	0.41077441077441074
lv	0.37050359712230213
tr	0.34944237918215615
pl	0.34210526315789475
fi	0.3346007604562738
ms	0.32432432432432434
hu	0.31906614785992216

reliable

true

passes

true

name

"Hunter"

dialogue

"I'm investigating the disappearances in town. Were you at the apple festival yesterday?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.7902097902097902
tl	0.6330275229357798
nl	0.6190476190476191
fr	0.613650998068255
it	0.5495495495495496
pt	0.5241871530531325
no	0.5153473344103393
ms	0.49324324324324326
sv	0.4910941475826972
de	0.4893617021276596
es	0.4884910485933504
ro	0.48674080410607357
da	0.4854202401372213
ca	0.45652173913043476
sl	0.43767572633552015
hr	0.40298507462686567
cs	0.3969849246231156
sq	0.35205183585313177
az	0.34782608695652173
sk	0.29906542056074764
lt	0.29577464788732394
et	0.29494712103407755
lv	0.25650557620817843
yo	0.24528301886792453
pl	0.19678714859437751
is	0.18699186991869918
fi	0.16897506925207756
hu	0.10044977511244377

reliable

true

passes

true

name

"Marie"

dialogue

"Le festival? Oui, oui! J'étais là! Mais il y avait... j'ai vu quelque chose de terrible! Dans les bois, près des pommiers!"

detectedLang

"fr"

heavyLang

"fr"

scores

fr	0.8130099728014507
ca	0.5767060030785018
es	0.5233968804159446
en	0.5149911816578483
it	0.48662103298070936
pt	0.45400397088021177
ro	0.40476190476190477
da	0.39692982456140347
nl	0.374051593323217
de	0.3735763097949886
no	0.3539545810493344
sl	0.314214463840399
az	0.3032094594594595
tl	0.2857142857142857
hu	0.28260869565217395
pl	0.27312775330396477
yo	0.2692648361381754
sv	0.26339285714285715
et	0.2600896860986547
sq	0.2417279411764706
vi	0.23611111111111113
lt	0.23112767940354148
ms	0.22680412371134018
lv	0.22462406015037595
hr	0.19590643274853803
cs	0.1847826086956522
tr	0.1807348560079444
fi	0.12882787750791974
sk	0.12513255567338283
eu	0.0782122905027933

reliable

true

passes

true

name

"Hunter"

dialogue

"I... what? Do you speak English?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.8222222222222222
hr	0.623352165725047
cs	0.6124031007751938
pl	0.5735607675906184
tl	0.5584988962472406
sq	0.5565410199556541
no	0.531615925058548
da	0.51338199513382
sv	0.5121951219512195
sk	0.504950495049505
vi	0.46524064171123
yo	0.4520547945205479
ro	0.44751381215469616
pt	0.43820224719101125
ca	0.40828402366863903
sl	0.375
it	0.36507936507936506
de	0.2647058823529412
ms	0.2647058823529412
be	0.25925925925925924
tr	0.25925925925925924
hu	0.250936329588015
az	0.23954372623574144
et	0.23954372623574144
is	0.23954372623574144
lt	0.23954372623574144
lv	0.23954372623574144
uk	0.23954372623574144

reliable

true

passes

true

name

"Marie"

dialogue

"Regardez! Regardez les photos! Cet homme... il a disparu! Une seconde il était là, et puis... rien!"

detectedLang

"fr"

heavyLang

"fr"

scores

fr	0.819078947368421
ca	0.56
it	0.542809642560266
es	0.5192307692307693
en	0.5067264573991032
ro	0.46341463414634143
nl	0.4270833333333333
pt	0.41737288135593226
et	0.4155154091392136
no	0.4155154091392136
tl	0.4092373791621912
da	0.3742889647326508
vi	0.29214929214929214
de	0.27344782034346105
yo	0.27344782034346105
cs	0.26764314247669774
sk	0.26568758344459276
az	0.25170068027210885
lt	0.22752808988764048
tr	0.22644163150492264
hu	0.22096317280453256
fi	0.2040520984081042
lv	0.2040520984081042
sq	0.2040520984081042
sv	0.19941775836972345
hr	0.1691842900302115
pl	0.16030534351145037
sl	0.140625
hi	0.12280701754385964
is	0.12
eu	0.11290322580645161
ms	0.10277324632952692

reliable

true

passes

true

name

"Hunter"

dialogue

"Slow down. I don't understand a word you're saying."

detectedLang

"en"

heavyLang

"en"

scores

en	0.8056635202665186
da	0.5939675174013921
no	0.5939675174013921
sv	0.5406824146981627
cs	0.47839046199701935
tl	0.47526236881559225
pl	0.4688922610015175
ro	0.4640122511485452
sk	0.453978159126365
ca	0.43910256410256415
de	0.42622950819672134
hr	0.4176372712146422
nl	0.41471571906354515
tr	0.41373534338358464
it	0.4067796610169492
hu	0.38917975567190227
is	0.37722419928825623
sq	0.37050359712230213
yo	0.37050359712230213
lt	0.29292929292929293
pt	0.2857142857142857
az	0.2753623188405797
lv	0.2753623188405797
vi	0.2753623188405797
es	0.2738589211618257
et	0.2647058823529412
fr	0.2505353319057816
sl	0.20454545454545453
be	0.16666666666666666
eu	0.16666666666666666
fi	0.15254237288135594
ms	0.15254237288135594
uk	0.15254237288135594

reliable

true

passes

true

name

"Marie"

dialogue

"Comment puis-je expliquer? Vous devez comprendre! C'était hier soir, vers dix-neuf heures. J'ai tout photographié!"

detectedLang

"fr"

heavyLang

"fr"

scores

fr	0.8204556711243189
en	0.5692216280451574
ca	0.5010323468685478
nl	0.43928847641144625
tl	0.4124797406807132
pt	0.38245315161839866
ro	0.38192668371696503
de	0.3198874296435272
hr	0.30422264875239924
it	0.30355427473583096
es	0.2974806201550388
sl	0.2609582059123343
sv	0.23764458464773922
yo	0.23764458464773922
cs	0.22459893048128343
sk	0.2229367631296892
no	0.21451787648970747
da	0.2093784078516903
pl	0.17893544733861835
et	0.11907654921020656
lt	0.1060419235511714
lv	0.10272277227722773
hi	0.09600997506234414
sq	0.0845959595959596
az	0.0799492385786802
hu	0.0799492385786802

reliable

true

passes

true

name

"Hunter"

dialogue

"Look, I need to understand what you're telling me. Is there someone who can translate?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.8222016079158936
no	0.6075085324232082
da	0.5552977571539056
nl	0.5110544217687075
de	0.4748858447488585
sv	0.4685767097966729
tl	0.46361940298507465
et	0.435721295387635
sq	0.4289970208540219
pl	0.4156504065040651
hr	0.4059917355371901
cs	0.39727463312368977
sk	0.3823845327604726
yo	0.37431991294885747
it	0.36674008810572684
ro	0.3653421633554084
ca	0.33526011560693636
sl	0.3179122182680902
fr	0.3105515587529976
es	0.3088942307692307
lv	0.3047158403869408
pt	0.2996345919610231
ms	0.2962056303549572
lt	0.28924598269468477
is	0.2848258706467662
hu	0.2776381909547738
tr	0.267515923566879
az	0.2571059431524548
vi	0.20798898071625344
fi	0.11538461538461538
be	0.10852713178294573
eu	0.1043613707165109
uk	0.0987460815047022

reliable

true

passes

true

name

"Marie"

dialogue

"Homme... disparu. Poof!"

detectedLang

"fr"

heavyLang

"fr"

scores

fr	0.7306034482758621
et	0.5777027027027027
da	0.46808510638297873
pt	0.4444444444444444
es	0.43438914027149317
it	0.43438914027149317
ro	0.43438914027149317
no	0.42660550458715596
ca	0.4186046511627907
en	0.3961352657004831
fi	0.3842364532019704
cs	0.3556701030927836
de	0.3556701030927836
sk	0.3556701030927836
sq	0.3556701030927836

reliable

true

passes

true

name

"Hunter"

dialogue

"Disappeared? Someone disappeared? You saw it?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.8031496062992126
ms	0.46808510638297873
tl	0.4063324538258575
eu	0.3818681318681319
nl	0.3181818181818182
it	0.27884615384615385
lv	0.27652733118971057
sq	0.27652733118971057
cs	0.25742574257425743
es	0.25742574257425743
pt	0.25742574257425743
fr	0.2549668874172185
yo	0.2524916943521595

reliable

true

passes

true

name

"Marie"

dialogue

"Oui! Oui! Disparu!"

detectedLang

"fr"

heavyLang

"fr"

scores

fr	0.7302158273381295
pt	0.5714285714285714
es	0.5614035087719298
it	0.5614035087719298
ro	0.5614035087719298
ca	0.5454545454545454
en	0.5222929936305732
cs	0.4791666666666667
de	0.4791666666666667
sk	0.4791666666666667
sq	0.4791666666666667

reliable

true

passes

true

name

"Hunter"

dialogue

"Can you show me on your camera?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.7950819672131147
tl	0.6742671009771987
ca	0.5815899581589958
fr	0.5798319327731093
et	0.5545657015590201
it	0.54337899543379
nl	0.5423340961098398
ms	0.5391705069124424
fi	0.5294117647058824
es	0.5012468827930174
pt	0.4520547945205479
ro	0.441340782122905
cs	0.43342776203966005
sq	0.42528735632183906
no	0.3127147766323024
hr	0.3055555555555556
sl	0.3055555555555556
hi	0.29577464788732394
pl	0.29577464788732394
sv	0.2907801418439716
az	0.2779783393501805
tr	0.2779783393501805
sk	0.2727272727272727
yo	0.2727272727272727
de	0.2647058823529412

reliable

true

passes

true

name

"Marie"

dialogue

"Voilà... ici, vous voyez? Et maintenant... regardez la suivante..."

detectedLang

"fr"

heavyLang

"fr"

scores

fr	0.8147340889276373
ca	0.5405405405405406
tl	0.49404761904761907
ro	0.4842233009708738
es	0.46473551637279603
no	0.46202531645569617
it	0.4537275064267352
en	0.4318181818181818
et	0.3501529051987768
nl	0.2916666666666667
sq	0.28451178451178455
de	0.26343154246100525
da	0.256993006993007
pt	0.22445255474452555
yo	0.17794970986460348
fi	0.17153996101364524
lv	0.17153996101364524
lt	0.169921875
vi	0.1650294695481336

reliable

true

passes

true

name

"Hunter"

dialogue

"That's... wait, that's the same spot but he's... gone?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.8152709359605912
tl	0.560546875
no	0.45652173913043476
sq	0.44168734491315137
fr	0.42455242966751916
yo	0.32228915662650603
nl	0.27184466019417475
da	0.25742574257425743
hr	0.25742574257425743
ms	0.25742574257425743
sv	0.25742574257425743

reliable

true

passes

true

name

"Marie"

dialogue

"Exactement. Il a disparu devant mes yeux. J'ai tellement peur..."

detectedLang

"fr"

heavyLang

"fr"

scores

fr	0.7779751332149201
ca	0.6511627906976745
en	0.6305418719211823
ro	0.6279761904761905
es	0.5556872037914692
it	0.5098039215686274
tr	0.49048913043478265
cs	0.4769874476987448
pt	0.4533527696793003
sq	0.4509516837481699
no	0.43095599393019723
sk	0.4113029827315541
az	0.3980738362760835
nl	0.38016528925619836
hu	0.3686868686868687
de	0.36006825938566556
lt	0.3339253996447602
yo	0.3267504488330341
hr	0.3181818181818182
pl	0.31444241316270566
tl	0.29775280898876405
et	0.2870722433460076
da	0.2704280155642024
sv	0.251497005988024
sl	0.1935483870967742
is	0.16666666666666666
eu	0.15730337078651685
lv	0.15730337078651685
vi	0.15730337078651685
fi	0.14383561643835618
ms	0.14383561643835618

reliable

true

passes

true

name

"Hunter"

dialogue

"These photos... this is evidence. I need—"

detectedLang

"en"

heavyLang

"en"

scores

en	0.8267170762444865
fr	0.5729813664596274
tl	0.5499181669394435
sq	0.5225694444444445
it	0.5192307692307693
nl	0.5192307692307693
pt	0.5175438596491229
ca	0.5053956834532374
lv	0.5018115942028986
yo	0.4990892531876139
cs	0.4869402985074627
es	0.46393762183235865
hu	0.4455645161290322
no	0.4353182751540041
et	0.4234800838574424
ro	0.3707093821510297
is	0.36046511627906974
sk	0.3436754176610978
lt	0.34210526315789475
da	0.3357487922705314
hr	0.3357487922705314
sv	0.3341404358353511
tr	0.3325242718446602
pl	0.314214463840399
hi	0.21875
sl	0.21428571428571427
de	0.20520231213872833
be	0.20289855072463767
az	0.1863905325443787
uk	0.1863905325443787
vi	0.1863905325443787

reliable

true

passes

true

name

"Hunter"

dialogue

"I have to go. Don't leave town. I'll find a translator and come back."

detectedLang

"en"

heavyLang

"en"

scores

en	0.8191318327974276
da	0.6038732394366197
tl	0.5920217588395286
pl	0.5758718190386428
yo	0.5356037151702787
hr	0.5217853347502657
it	0.5081967213114754
no	0.49888641425389757
cs	0.4868871151653364
sk	0.46871310507674147
ro	0.46428571428571425
sq	0.4396014943960149
ca	0.4367959949937422
sl	0.4238156209987196
lv	0.41709844559585496
sv	0.4163424124513619
lt	0.412532637075718
pt	0.3844049247606019
et	0.35344827586206895
hu	0.33135215453194655
vi	0.3293591654247392
tr	0.3181818181818182
es	0.3171471927162367
de	0.3087557603686636
nl	0.30769230769230765
fr	0.30448222565687794
az	0.29906542056074764
ms	0.2890995260663507
is	0.23469387755102045
eu	0.23339011925042585
be	0.1346153846153846
fi	0.12280701754385964
uk	0.12280701754385964

reliable

true

passes

true

name

"Marie"

dialogue

"Quoi? Où allez-vous? Attendez!"

detectedLang

"fr"

heavyLang

"fr"

scores

fr	0.8098859315589354
it	0.5753715498938429
en	0.5575221238938053
no	0.5348837209302325
de	0.5073891625615764
nl	0.4897959183673469
da	0.47368421052631576
es	0.45799457994579945
ca	0.4318181818181818
et	0.4269340974212034
tl	0.42363112391930835
pt	0.2982456140350877
lv	0.2753623188405797
fi	0.25925925925925924
sv	0.24528301886792453
tr	0.24528301886792453

reliable

true

passes

true

name

"Hunter"

dialogue

"Stay here. I'll be back. Stay!"

detectedLang

"en"

heavyLang

"en"

scores

en	0.8031496062992126
hu	0.4834710743801653
lt	0.47257383966244726
yo	0.46808510638297873
sq	0.4444444444444444
tl	0.4444444444444444

reliable

true

passes

true

name

"Marie"

dialogue

"Je ne comprends pas! Revenez!"

detectedLang

"fr"

heavyLang

"fr"

scores

fr	0.8107852412488175
ca	0.6870109546165885
nl	0.6062992125984252
ro	0.6023856858846919
en	0.6007984031936128
sl	0.6007984031936128
it	0.5943204868154158
es	0.5918367346938775
lt	0.5901639344262295
hr	0.5867768595041323
sq	0.54337899543379
cs	0.5337995337995338
pt	0.51338199513382
tl	0.45652173913043476
yo	0.4490358126721763
de	0.43977591036414565
sk	0.42028985507246375
eu	0.41348973607038125
lv	0.33993399339933994
tr	0.3197278911564626
pl	0.3127147766323024
fi	0.3055555555555556
ms	0.29577464788732394
hu	0.2907801418439716
no	0.27007299270072993

reliable

true

passes

true