Run: 2026-02-08-01KGZ03FBDRDWVHACQFR8BM1J6

Run Details

Model:: Claude Sonnet 4.5
Test:: Language Writing
Scenario:: Character dialogue (French) in a story
Duration:: 10.3s
Cost:: $0.010656
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:** *[muttering to herself while reviewing photos]* "Mon Dieu, qu'est-ce que j'ai vu hier soir..."

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

**Marie:** *[looks up, startled]* "Oh! Euh... bonjour, monsieur."

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

**Marie:** *[nervously clutching camera]* "Je... je ne comprends pas. Vous parlez français?"

**Hunter:** *[frowning]* "I'm sorry, what? Do you speak English?"

**Marie:** *[agitated, speaking quickly]* "Non, non! Écoutez, j'ai vu quelque chose d'étrange hier soir! Près du verger, il y avait... il y avait une silhouette!"

**Hunter:** *[confused]* "Okay, hold on. You're not understanding me, are you?"

**Marie:** *[pointing at her camera desperately]* "Les photos! Regardez les photos! Ici, dans mon appareil!"

**Hunter:** *[holding up hands]* "Easy, easy. I can see you're upset about something. Let me see if I can..." *[pulls out phone, attempts to use translation app]*

**Marie:** *[breathing heavily]* "Quelqu'un a disparu! J'ai tout vu! Vous devez me croire!"

**Hunter:** "This damn thing is taking forever to load... Look, just stay calm, okay?"

**Marie:** "Comment puis-je rester calme? Cette personne... elle était là, et puis... pouf! Disparue!"

**Hunter:** *[phone rings]* "Hang on." *[answers]* "Hunter here. What? Another one? When? Dammit. I'm on my way." *[looks at Marie apologetically]* "I have to go. There's been another incident."

**Marie:** "Attendez! Vous ne comprenez pas! Je peux vous aider!"

**Hunter:** *[standing, frustrated]* "I'm sorry. I'll... I'll find someone who speaks French and come back. Don't leave town, okay? Stay. Here." *[gestures emphatically]*

**Marie:** *[deflating in her chair]* "Mais... mais non... Personne ne me comprend..."

**Hunter:** *[already walking away, calling back]* "I'll be back!"

**Marie:** *[quietly, to herself]* "Il faut que je trouve un moyen de communiquer... Ces photos sont la clé de tout."

Evaluation details

Result

Evaluator

Details

Meta Data

100.00%

Parse dialogue

n/a

dialogue

name

"Marie"

dialogue

"Mon Dieu, qu'est-ce que j'ai vu hier soir..."

detectedLang

"fr"

heavyLang

"fr"

scores

fr	0.8327759197324415
es	0.4186046511627907
ca	0.41588785046728977
pt	0.4075829383886255
ro	0.36061381074168797
de	0.3150684931506849
nl	0.2917847025495751
da	0.2378048780487805
hi	0.2378048780487805
it	0.2378048780487805

reliable

true

passes

true

name

"Hunter"

dialogue

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

detectedLang

"en"

heavyLang

"en"

scores

en	0.7905834777585211
tl	0.650433944069431
fr	0.620020964360587
it	0.5674224343675418
ca	0.5576571079926784
ro	0.546875
sq	0.5252128356254093
no	0.5195493704440026
pt	0.5163442294863242
sv	0.47954055994257
nl	0.4723435225618632
cs	0.4657332350773766
es	0.4657332350773766
da	0.45774121166791326
hr	0.43092621664050235
ms	0.42277070063694266
sl	0.39126784214945426
hu	0.38245315161839866
sk	0.3679163034001744
et	0.3544078361531611
de	0.3521000893655049
pl	0.34743474347434744
yo	0.34150772025431425
az	0.3192488262910798
lt	0.2933723196881091
tr	0.27716849451645065
fi	0.23442449841605068
lv	0.23442449841605068
eu	0.1844769403824522
is	0.15990730011587484
vi	0.15501165501165504
be	0.0880503144654088
uk	0.0799492385786802

reliable

true

passes

true

name

"Marie"

dialogue

"Oh! Euh... bonjour, monsieur."

detectedLang

"fr"

heavyLang

"fr"

scores

fr	0.7675962815405046
nl	0.41666666666666663

reliable

true

passes

true

name

"Hunter"

dialogue

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

detectedLang

"en"

heavyLang

"en"

scores

en	0.7923985946981795
tl	0.6505376344086021
nl	0.6434448710916072
fr	0.5945102932002495
no	0.5605138607167004
it	0.5560109289617486
sv	0.5467224546722455
da	0.5412844036697247
pt	0.53604568165596
ro	0.5022970903522206
es	0.5
de	0.49768160741885625
ms	0.473257698541329
ca	0.436741767764298
sl	0.4180841539838854
hr	0.3838862559241706
cs	0.37799043062200954
sq	0.3340163934426229
az	0.3298969072164949
sk	0.282560706401766
lt	0.2793791574279379
et	0.2785793562708102
is	0.27616926503340755
lv	0.2415402567094516
yo	0.23076923076923078
pl	0.18444165621079048
fi	0.15803108808290156
hu	0.09344490934449094

reliable

true

passes

true

name

"Marie"

dialogue

"Je... je ne comprends pas. Vous parlez français?"

detectedLang

"fr"

heavyLang

"fr"

scores

fr	0.8063266623628148
ca	0.6798292422625399
it	0.6005326231691078
nl	0.5978552278820375
sl	0.5940460081190798
hr	0.5856353591160222
sq	0.5535714285714286
cs	0.5468277945619335
ro	0.5412844036697247
lt	0.5391705069124424
en	0.5370370370370371
pt	0.5334370139968896
es	0.5297805642633229
de	0.4983277591973244
sk	0.4889267461669506
yo	0.44751381215469616
tl	0.4392523364485981
pl	0.4318181818181818
lv	0.42418426103646834
hu	0.42196531791907516
tr	0.4186046511627907
ms	0.40711462450592883
no	0.3087557603686636
az	0.3071593533487298
da	0.29577464788732394
sv	0.29577464788732394
fi	0.22680412371134018
eu	0.21052631578947367
et	0.17355371900826447
is	0.16434540389972147

reliable

true

passes

true

name

"Hunter"

dialogue

"I'm sorry, what? Do you speak English?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.8045347928068803
tl	0.5265151515151516
pt	0.5059288537549407
cs	0.4577006507592191
hr	0.43438914027149317
pl	0.36386768447837153
sk	0.34554973821989526
sl	0.32432432432432434
sq	0.31880108991825606
vi	0.30747922437673125
it	0.2857142857142857
no	0.24698795180722888
yo	0.2378048780487805
da	0.22360248447204967
de	0.22360248447204967
ms	0.22360248447204967
ro	0.22360248447204967
sv	0.22360248447204967

reliable

true

passes

true

name

"Marie"

dialogue

"Non, non! Écoutez, j'ai vu quelque chose d'étrange hier soir! Près du verger, il y avait... il y avait une silhouette!"

detectedLang

"fr"

heavyLang

"fr"

scores

fr	0.8028724303013236
de	0.4938539407086045
en	0.47643979057591623
it	0.4700984102952308
nl	0.3970714900947459
da	0.38757655293088367
no	0.3766696349065004
ca	0.29718875502008035
tr	0.2647058823529412
eu	0.24650161463939718
vi	0.21962095875139354
az	0.2143658810325477
sv	0.2125984251968504
es	0.19908466819221968
hu	0.1452991452991453
pl	0.13043478260869565
lt	0.12060301507537688
ro	0.11504424778761062
tl	0.09560723514211886

reliable

true

passes

true

name

"Hunter"

dialogue

"Okay, hold on. You're not understanding me, are you?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.809830310122879
tl	0.6149289099526066
no	0.5838668373879642
da	0.5498614958448753
nl	0.5241581259150806
sv	0.4628099173553719
ms	0.4472789115646259
et	0.4337979094076655
cs	0.4217081850533808
sk	0.4206773618538324
fi	0.40909090909090906
fr	0.38095238095238093
es	0.3551587301587301
pt	0.34343434343434337
de	0.33537832310838445
pl	0.33264887063655035
it	0.3257261410788381
ro	0.3128964059196617
sq	0.3128964059196617
is	0.30257510729613735
ca	0.23349056603773585
hr	0.21307506053268765
sl	0.21307506053268765
hi	0.20537897310513448
tr	0.1935483870967742
yo	0.1875
az	0.1751269035532995

reliable

true

passes

true

name

"Marie"

dialogue

"Les photos! Regardez les photos! Ici, dans mon appareil!"

detectedLang

"fr"

heavyLang

"fr"

scores

fr	0.7929606625258799
en	0.5192307692307693
ca	0.5033112582781457
es	0.460431654676259
nl	0.45255474452554745
da	0.3723849372384937
it	0.3644067796610169
hi	0.34065934065934067
tl	0.3348115299334811
no	0.2366412213740458
lt	0.21052631578947367
pt	0.21052631578947367
ro	0.19786096256684493
de	0.19137466307277629
lv	0.19137466307277629

reliable

true

passes

true

name

"Hunter"

dialogue

"Easy, easy. I can see you're upset about something. Let me see if I can..."

detectedLang

"en"

heavyLang

"en"

scores

en	0.8052580331061344
et	0.45054945054945056
sq	0.41348973607038125
sv	0.3730407523510972
no	0.3710691823899371
cs	0.35170178282009723
da	0.35064935064935066
ca	0.34959349593495936
it	0.3277310924369748
sl	0.3254637436762226
es	0.3103448275862069
fi	0.3103448275862069
tl	0.29701230228471004
pt	0.29328621908127206
ms	0.28825622775800713
tr	0.2687385740402194
az	0.25925925925925924
hr	0.25788497217068646
pl	0.23954372623574144
fr	0.18533604887983707
ro	0.1836734693877551
yo	0.17864476386036962
nl	0.17355371900826447
sk	0.15254237288135594
be	0.14893617021276595
hu	0.14346895074946467
is	0.13606911447084233
lt	0.13606911447084233
lv	0.13606911447084233
uk	0.13606911447084233
vi	0.13606911447084233

reliable

true

passes

true

name

"Marie"

dialogue

"Quelqu'un a disparu! J'ai tout vu! Vous devez me croire!"

detectedLang

"fr"

heavyLang

"fr"

scores

fr	0.80719794344473
pt	0.5347394540942928
it	0.5318352059925093
en	0.5247148288973384
es	0.46808510638297873
ro	0.46351931330472107
sq	0.43524096385542166
sl	0.410377358490566
ca	0.3760399334442596
de	0.36332767402376914
cs	0.34895833333333337
sk	0.3466898954703833
hr	0.34210526315789475
no	0.30037313432835816
et	0.2964352720450282
hu	0.2937853107344633
nl	0.29111531190926276
ms	0.2816091954022989
tl	0.28023032629558536
fi	0.2690058479532163
yo	0.24089068825910928
pl	0.21875
lt	0.17943107221006563
tr	0.17035398230088497
is	0.16666666666666666
da	0.1610738255033557
az	0.15730337078651685
eu	0.15730337078651685
lv	0.15730337078651685
vi	0.15730337078651685
sv	0.14383561643835618

reliable

true

passes

true

name

"Hunter"

dialogue

"This damn thing is taking forever to load... Look, just stay calm, okay?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.7904662126767942
tl	0.6418979409131602
nl	0.5288574793875147
no	0.49302915082382764
da	0.43582510578279265
sv	0.394856278366112
yo	0.3911719939117199
is	0.3893129770992366
pl	0.37597503900156004
sk	0.33665008291873966
sl	0.32432432432432434
et	0.3019197207678883
hu	0.2779783393501805
fr	0.26335174953959484
pt	0.26335174953959484
cs	0.24670433145009416
lv	0.23371647509578544
hr	0.2248062015503876
lt	0.20634920634920634
tr	0.17695473251028807
de	0.16666666666666666
fi	0.16666666666666666
ms	0.16317991631799164
ca	0.16142557651991615
sq	0.15074309978768577

reliable

true

passes

true

name

"Marie"

dialogue

"Comment puis-je rester calme? Cette personne... elle était là, et puis... pouf! Disparue!"

detectedLang

"fr"

heavyLang

"fr"

scores

fr	0.8101484294097342
it	0.5307167235494881
de	0.5242214532871973
nl	0.5229835212489159
no	0.504950495049505
da	0.502262443438914
en	0.494949494949495
ca	0.48356807511737093
hr	0.42767950052029136
sk	0.4246861924686192
cs	0.4216614090431125
ro	0.4136460554371002
tl	0.4123931623931624
et	0.3902439024390244
sq	0.37570942111237227
yo	0.36342592592592593
es	0.3626882966396292
hu	0.358974358974359
sv	0.3529411764705882
sl	0.35217903415783275
pt	0.34988179669030733
pl	0.3405275779376499
tr	0.33008526187576126
ms	0.2763157894736842
az	0.24760601915184677
vi	0.22206506364922204
lv	0.19590643274853803
lt	0.19236417033773862
is	0.10277324632952692

reliable

true

passes

true

name

"Hunter"

dialogue

"I have to go. There's been another incident."

detectedLang

"en"

heavyLang

"en"

scores

en	0.8275862068965517
da	0.6629213483146068
tl	0.6173469387755102
pl	0.5940460081190798
no	0.5588235294117647
cs	0.5468277945619335
ca	0.5405819295558958
sk	0.5260663507109005
hr	0.511400651465798
ro	0.5106035889070147
yo	0.5008319467554077
it	0.46428571428571425
sq	0.45652173913043476
sl	0.4545454545454546
es	0.4444444444444444
lt	0.4296577946768061
de	0.42528735632183906
fr	0.4174757281553398
az	0.4094488188976378
sv	0.40119760479041916
nl	0.39879759519038077
et	0.3902439024390244
lv	0.3814432989690722
pt	0.3006993006993007
hu	0.29577464788732394
be	0.1891891891891892
tr	0.1891891891891892
is	0.17355371900826447
uk	0.17355371900826447
vi	0.17355371900826447

reliable

true

passes

true

name

"Marie"

dialogue

"Attendez! Vous ne comprenez pas! Je peux vous aider!"

detectedLang

"fr"

heavyLang

"fr"

scores

fr	0.8104956268221575
ca	0.6140142517814726
it	0.59375
nl	0.5875634517766497
en	0.5416078984485191
es	0.536376604850214
sl	0.48083067092651754
lt	0.4698205546492659
hr	0.4663382594417077
ro	0.46546052631578944
de	0.436741767764298
sq	0.4227353463587922
tl	0.4217081850533808
cs	0.4133574007220217
tr	0.4122965641952984
no	0.40693430656934304
pt	0.3890977443609023
lv	0.3551587301587301
da	0.33537832310838445
yo	0.3340163934426229
sk	0.30851063829787234
sv	0.30406852248394006
eu	0.30257510729613735
pl	0.21875
fi	0.21307506053268765
ms	0.20537897310513448
hu	0.20147420147420148
az	0.1751269035532995
et	0.16666666666666666

reliable

true

passes

true

name

"Hunter"

dialogue

"I'm sorry. I'll... I'll find someone who speaks French and come back. Don't leave town, okay? Stay. Here."

detectedLang

"en"

heavyLang

"en"

scores

en	0.8028120713305898
tl	0.5172124265323258
it	0.37089715536105033
pt	0.3203309692671395
es	0.23435419440745675
et	0.19467787114845939
da	0.14814814814814814
sq	0.14814814814814814
yo	0.14688427299703263

reliable

true

passes

true

name

"Marie"

dialogue

"Mais... mais non... Personne ne me comprend..."

detectedLang

"fr"

heavyLang

"fr"

scores

fr	0.8183139534883721
it	0.7387669801462905
pt	0.6418338108882521
es	0.6136012364760433
en	0.6050552922590837
ca	0.5928338762214984
sq	0.5755517826825127
nl	0.571917808219178
ro	0.5437956204379563
lt	0.5183044315992292
de	0.50199203187251
hr	0.4969818913480885
sl	0.46351931330472107
lv	0.41588785046728977
ms	0.4075829383886255
no	0.4033412887828162
fi	0.3946731234866829
tr	0.39172749391727496
tl	0.3872549019607844
et	0.3811881188118812
hu	0.3670886075949367
cs	0.36061381074168797
sk	0.34895833333333337
eu	0.258160237388724
sv	0.258160237388724
da	0.23547400611620795
fa	0.23076923076923078
is	0.20127795527156547
az	0.19093851132686085
pl	0.19093851132686085

reliable

true

passes

true

name

"Hunter"

dialogue

"I'll be back!"

detectedLang

"en"

heavyLang

"en"

scores

en	0.7857142857142857
hu	0.609375
lt	0.5989304812834225
yo	0.5945945945945946
tl	0.5714285714285714

reliable

true

passes

true

name

"Marie"

dialogue

"Il faut que je trouve un moyen de communiquer... Ces photos sont la clé de tout."

detectedLang

"fr"

heavyLang

"fr"

scores

fr	0.8332274459974587
ca	0.6404109589041097
es	0.5849802371541503
it	0.5562130177514794
pt	0.550513698630137
nl	0.5308310991957105
ro	0.5093457943925234
en	0.503780718336484
yo	0.46428571428571425
tl	0.43910256410256415
de	0.3597560975609756
no	0.33962264150943394
az	0.31994818652849744
lv	0.3119266055045872
sk	0.2895805142083897
da	0.2636746143057504
sv	0.2584745762711864
tr	0.25742574257425743
sl	0.24785100286532946
hr	0.2456896551724138
cs	0.21875
sq	0.21171171171171171
hu	0.15594855305466235
pl	0.14772727272727273
vi	0.13793103448275862
lt	0.13223140495867766
hi	0.12790697674418602
eu	0.11764705882352942
et	0.11616161616161616
ms	0.10714285714285714

reliable

true

passes

true