Run: 2026-02-08-01KGYZMX6E28YKN7WV0TNCJFZ4

Run Details

Model:: Claude Sonnet 4.5
Test:: Language Writing
Scenario:: Character dialogue (French) in a story
Duration:: 13.3s
Cost:: $0.011526
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: Café Scene

**Marie:** *[muttering to herself while reviewing photos]* "Mon Dieu, qu'est-ce que c'était..."

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

**Marie:** *[looking up, startled]* "Oh! Euh... bonjour?"

**Hunter:** "I'm investigating the disappearance near the old mill yesterday. Were you in that area?"

**Marie:** *[anxious, speaking rapidly]* "Je... je ne comprends pas. Vous parlez français?"

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

**Marie:** *[shaking her head, clutching her camera]* "Non, non... anglais, je ne parle pas anglais. Hier, j'ai vu quelque chose de terrible près du moulin!"

**Hunter:** *[frowning]* "Ma'am, I need you to... slow down. English?"

**Marie:** *[frustrated, pointing at her camera]* "Photos! Regardez! Le moulin... disparu... l'homme!"

**Hunter:** "You're showing me your camera? Did you see something at the mill?"

**Marie:** *[nodding vigorously]* "Oui, oui! Le moulin! J'ai vu... *[voice trembling]* ...quelqu'un dans l'ombre, et puis plus rien. Disparu!"

**Hunter:** "Okay, I'm getting 'mill' here, but I need details. This is frustrating."

**Marie:** *[desperate]* "Comment puis-je vous expliquer? Il faut que quelqu'un traduise!"

**Hunter:** "A translator... right. That's what we need. Can you come down to the station?"

**Marie:** *[uncertain]* "Station? Je... je ne sais pas ce que vous voulez dire."

**Hunter:** *[gesturing]* "Station. Police station. Come with me?"

**Marie:** *[hesitant]* "Police? Oui... d'accord. Mais mes photos... elles sont importantes!"

**Hunter:** "Your photos, yes. We'll look at those. Just—"

**Hunter's Phone:** *[rings]*

**Hunter:** *[answering]* "Hunter here. Yeah? Another one? Where? Damn it. I'll be right there."

**Hunter:** *[to Marie]* "Look, I have to go. Another incident. Stay here, okay? Stay. Here."

**Marie:** *[confused]* "Vous partez? Mais... attendez! Et mes photos?"

**Hunter:** *[already walking away, turning back]* "I'll send someone who speaks French. Don't leave town!"

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

**Marie:** *[sitting back down, to herself]* "Qu'est-ce que je vais faire maintenant?"

Evaluation details

Result

Evaluator

Details

Meta Data

100.00%

Parse dialogue

n/a

dialogue

name

"Marie"

dialogue

"Mon Dieu, qu'est-ce que c'était..."

detectedLang

"fr"

heavyLang

"fr"

scores

fr	0.8389405869720831
es	0.4444444444444444
ca	0.44168734491315137
pt	0.43324937027707805
ro	0.38524590163934425
da	0.25742574257425743
hi	0.25742574257425743
it	0.25742574257425743

reliable

true

passes

true

name

"Hunter"

dialogue

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

detectedLang

"en"

heavyLang

"en"

scores

en	0.8026116003644094
tl	0.6538871139510118
fr	0.6422674738580078
it	0.615839243498818
ro	0.5846645367412141
ca	0.582798459563543
pt	0.582798459563543
es	0.5327102803738317
sq	0.5060790273556232
no	0.4992295839753467
nl	0.496124031007752
sv	0.4820717131474103
cs	0.46677604593929445
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

"Marie"

dialogue

"Oh! Euh... bonjour?"

detectedLang

"fr"

heavyLang

"fr"

scores

fr	0.6774193548387096
nl	0.5555555555555556

reliable

true

passes

true

name

"Hunter"

dialogue

"I'm investigating the disappearance near the old mill yesterday. Were you in that area?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.8030018761726079
tl	0.6464646464646464
nl	0.5961538461538461
it	0.5283018867924528
fr	0.4723618090452261
ro	0.4620901639344262
de	0.44208289054197664
ms	0.43548387096774194
sv	0.42434210526315785
pt	0.40543601359003395
no	0.4040862656072645
sl	0.3951612903225807
cs	0.34375
da	0.3371212121212121
hr	0.33375634517766495
sq	0.3269230769230769
yo	0.32605905006418484
es	0.28765264586160105
az	0.2778541953232462
sk	0.27285318559556787
ca	0.21875
is	0.2081447963800905
et	0.19724770642201836
lt	0.1935483870967742
pl	0.13793103448275862
lv	0.11764705882352942
fi	0.10102739726027396

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... anglais, je ne parle pas anglais. Hier, j'ai vu quelque chose de terrible près du moulin!"

detectedLang

"fr"

heavyLang

"fr"

scores

fr	0.8044328552803129
ca	0.589041095890411
en	0.5402298850574713
it	0.5256916996047432
nl	0.5012468827930174
de	0.4889267461669506
sl	0.46476360392506694
lt	0.46380697050938335
sq	0.46236559139784944
es	0.441340782122905
ro	0.3951612903225807
cs	0.38271604938271603
da	0.3795243019648397
sv	0.36908517350157727
hr	0.36642027455121434
no	0.3582887700534759
hu	0.33993399339933994
eu	0.3325917686318131
sk	0.3227990970654628
pt	0.3212669683257918
yo	0.2998833138856476
lv	0.29906542056074764
tl	0.29906542056074764
tr	0.29494712103407755
pl	0.26560587515299877
ms	0.25925925925925924
az	0.24623115577889448
fi	0.19678714859437751
et	0.17355371900826447
vi	0.14163090128755365

reliable

true

passes

true

name

"Hunter"

dialogue

"Ma'am, I need you to... slow down. English?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.7773820124666073
no	0.5733788395904437
hr	0.5667244367417678
da	0.5575221238938053
cs	0.5567375886524822
pl	0.5107632093933464
tl	0.4908350305498982
yo	0.47257383966244726
sv	0.45652173913043476
sk	0.44933920704845814
et	0.4469026548672566
lv	0.42528735632183906
lt	0.4004796163069544
ro	0.39320388349514557
ca	0.3556701030927836
sq	0.34895833333333337
sl	0.32614555256064687
it	0.3150684931506849
de	0.22360248447204967
ms	0.22360248447204967
be	0.21875
tr	0.21875
hu	0.21135646687697163
az	0.20127795527156547
is	0.20127795527156547
uk	0.20127795527156547
vi	0.20127795527156547

reliable

true

passes

true

name

"Marie"

dialogue

"Photos! Regardez! Le moulin... disparu... l'homme!"

detectedLang

"fr"

heavyLang

"fr"

scores

fr	0.7641509433962265
es	0.5515695067264574
ca	0.5419847328244275
en	0.5230524642289348
it	0.5121951219512195
ro	0.4863013698630137
tl	0.460431654676259
pt	0.375
nl	0.3630573248407643
de	0.3181818181818182
yo	0.2890995260663507
sl	0.2805755395683453
da	0.2682926829268293
hu	0.24623115577889448
no	0.2366412213740458
lt	0.21052631578947367
et	0.20424403183023873
hi	0.20424403183023873
lv	0.19137466307277629
cs	0.18699186991869918
sk	0.18699186991869918
sq	0.18699186991869918

reliable

true

passes

true

name

"Hunter"

dialogue

"You're showing me your camera? Did you see something at the mill?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.809245960502693
tl	0.6586345381526104
ms	0.4785276073619632
no	0.4444444444444444
nl	0.4310575635876841
es	0.3963068181818182
et	0.38405797101449274
da	0.37315634218289084
fr	0.3656716417910448
it	0.358974358974359
sq	0.34715821812596004
pt	0.28087986463620984
sv	0.2735042735042735
ro	0.27101200686106347
yo	0.20112781954887218
ca	0.1935483870967742
sl	0.17153996101364524
cs	0.1550695825049702
fi	0.15
de	0.1448692152917505

reliable

true

passes

true

name

"Marie"

dialogue

"Oui, oui! Le moulin! J'ai vu... ...quelqu'un dans l'ombre, et puis plus rien. Disparu!"

detectedLang

"fr"

heavyLang

"fr"

scores

fr	0.8000888494002666
it	0.5135135135135136
es	0.42528735632183906
da	0.4186046511627907
ro	0.39759036144578314
ca	0.3877551020408163
tl	0.30448222565687794
et	0.25864909390444807
de	0.24623115577889448
no	0.23076923076923078
yo	0.21328671328671328
sl	0.20634920634920634
pt	0.1818181818181818
hu	0.17883211678832117
en	0.15413533834586465
sv	0.14611005692599618
cs	0.13294797687861273
sk	0.13294797687861273
sq	0.13294797687861273

reliable

true

passes

true

name

"Hunter"

dialogue

"Okay, I'm getting 'mill' here, but I need details. This is frustrating."

detectedLang

"en"

heavyLang

"en"

scores

en	0.777951933124347
tl	0.6262093227792437
nl	0.5208568207440812
sq	0.4572158365261813
no	0.4537275064267352
it	0.4509043927648579
sv	0.4429882044560944
hr	0.4370860927152318
ro	0.40807799442896936
is	0.40476190476190477
de	0.39458689458689455
lt	0.3876080691642651
ca	0.3813682678311499
da	0.3786549707602339
fr	0.3491577335375191
hu	0.34210526315789475
yo	0.3275316455696203
et	0.32216905901116427
pt	0.32
pl	0.3078175895765472
cs	0.28330522765598654
es	0.24645390070921988
sk	0.2410714285714286
tr	0.23561151079136694
lv	0.22867513611615245
az	0.22303473491773307
ms	0.17635658914728683
be	0.1414141414141414
eu	0.1290983606557377
uk	0.1290983606557377
vi	0.1290983606557377
sl	0.121900826446281

reliable

true

passes

true

name

"Marie"

dialogue

"Comment puis-je vous expliquer? Il faut que quelqu'un traduise!"

detectedLang

"fr"

heavyLang

"fr"

scores

fr	0.8205236486486486
ca	0.6042830540037244
it	0.5240761478163494
pt	0.5213963963963963
nl	0.5046620046620046
en	0.4842233009708738
de	0.4606598984771573
es	0.44661458333333337
ro	0.4348404255319149
hr	0.41460055096418735
cs	0.3911174785100286
sk	0.38936781609195403
tl	0.3722304283604136
sl	0.3531202435312024
da	0.34715821812596004
yo	0.34715821812596004
pl	0.33800623052959505
sv	0.3122977346278317
az	0.2951907131011609
sq	0.23971377459749554
no	0.23423423423423423
tr	0.1650294695481336
hu	0.1290983606557377
lt	0.1290983606557377
lv	0.1290983606557377
ms	0.1290983606557377
et	0.121900826446281

reliable

true

passes

true

name

"Hunter"

dialogue

"A translator... right. That's what we need. Can you come down to the station?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.8360938578329882
tl	0.6447270007479431
da	0.573225516621743
no	0.5697463768115942
yo	0.5552434456928839
fr	0.5415057915057915
nl	0.5415057915057915
pl	0.5333988212180746
de	0.49414270500532487
sq	0.49414270500532487
cs	0.49360341151385934
it	0.48814655172413796
sv	0.4820065430752454
hr	0.4662921348314607
sl	0.4533947065592635
sk	0.4470314318975553
et	0.44509345794392524
ro	0.4424882629107981
lt	0.40846824408468246
lv	0.40401505646173147
ms	0.4025157232704403
ca	0.37745740498034075
pt	0.3716931216931217
tr	0.3675099866844208
az	0.36155913978494625
es	0.3055555555555556
vi	0.24960505529225907
hu	0.24722662440570525
fi	0.23387096774193547
eu	0.2238562091503268
zh	0.1394927536231884
is	0.13636363636363635

reliable

true

passes

true

name

"Marie"

dialogue

"Station? Je... je ne sais pas ce que vous voulez dire."

detectedLang

"fr"

heavyLang

"fr"

scores

fr	0.8229043683589138
it	0.5645863570391872
nl	0.5481927710843374
sl	0.5481927710843374
hr	0.5363214837712519
ca	0.53198127925117
ro	0.5161290322580645
yo	0.5153473344103393
sq	0.5041322314049587
cs	0.49324324324324326
lt	0.4800693240901213
de	0.4727592267135325
en	0.44547134935304994
sk	0.40476190476190477
tl	0.38650306748466257
da	0.38271604938271603
sv	0.37629937629937626
es	0.375
pt	0.3644067796610169
fi	0.3617021276595745
lv	0.3562231759656652
no	0.3435448577680525
pl	0.33920704845814975
tr	0.33774834437086093
ms	0.3227990970654628
hu	0.21465968586387435
zh	0.20424403183023873
az	0.17355371900826447
et	0.16434540389972147

reliable

true

passes

true

name

"Hunter"

dialogue

"Station. Police station. Come with me?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.8154008438818564
it	0.7448979591836735
fr	0.7265625
tl	0.7121710526315789
no	0.6582031250000001
nl	0.644308943089431
sl	0.6413934426229507
ms	0.6338912133891214
sq	0.6292372881355932
da	0.6119733924611973
sv	0.6067415730337079
de	0.6058558558558559
ro	0.5911214953271028
cs	0.5833333333333334
et	0.5813397129186603
fi	0.5793269230769231
hr	0.5689655172413793
sk	0.5524296675191815
es	0.5028409090909091
lt	0.4807121661721069
pt	0.47447447447447455
yo	0.4712990936555891
lv	0.4648318042813456
pl	0.4631901840490798
az	0.44089456869009586
tr	0.4281045751633987
eu	0.34944237918215615
zh	0.3055555555555556
hu	0.3
ca	0.29149797570850206

reliable

true

passes

true

name

"Marie"

dialogue

"Police? Oui... d'accord. Mais mes photos... elles sont importantes!"

detectedLang

"fr"

heavyLang

"fr"

scores

fr	0.8016798880074661
ca	0.6687451286048324
es	0.6591820368885325
it	0.6373720136518771
pt	0.6339362618432386
en	0.5889748549323017
tl	0.5658835546475995
da	0.5521601685985247
ro	0.5493107104984093
no	0.5069605568445477
nl	0.47724477244772445
sv	0.44589308996088656
de	0.42411924119241196
lt	0.3911174785100286
sq	0.3694362017804154
hu	0.3178170144462279
et	0.3122977346278317
cs	0.29983525535420097
hr	0.28330522765598654
fi	0.27597955706984667
sl	0.27597955706984667
lv	0.2735042735042735
sk	0.2697594501718213
tr	0.26343154246100525
eu	0.18111753371868977
pl	0.17153996101364524
ms	0.16173570019723865
hi	0.1533864541832669
az	0.15

reliable

true

passes

true

name

"Hunter"

dialogue

"Your photos, yes. We'll look at those. Just—"

detectedLang

"en"

heavyLang

"en"

scores

en	0.7907153729071538
tl	0.5416666666666666
fr	0.5166959578207382
da	0.3888888888888889
no	0.358974358974359
ca	0.34988179669030733
et	0.27055702917771884
sv	0.27055702917771884
sq	0.26666666666666666
es	0.22535211267605632
lt	0.22535211267605632
pt	0.22535211267605632
ms	0.22096317280453256
hi	0.21875
de	0.20520231213872833
lv	0.20520231213872833
nl	0.20520231213872833

reliable

true

passes

true

name

"Hunter"

dialogue

"Hunter here. Yeah? Another one? Where? Damn it. I'll be right there."

detectedLang

"en"

heavyLang

"en"

scores

en	0.8087039693926351
tl	0.5698924731182796
de	0.4594594594594595
sq	0.4467496542185339
yo	0.3939393939393939
da	0.36908517350157727
no	0.2753623188405797
fr	0.2673992673992674
hu	0.2263056092843327
lt	0.21875
es	0.2
hr	0.17864476386036962
pl	0.17864476386036962
lv	0.17695473251028807
sv	0.14893617021276595
it	0.13606911447084233
nl	0.13606911447084233
pt	0.13606911447084233
ca	0.12854030501089325
ms	0.12854030501089325
ro	0.12854030501089325
sl	0.12854030501089325
tr	0.12854030501089325

reliable

true

passes

true

name

"Hunter"

dialogue

"Look, I have to go. Another incident. Stay here, okay? Stay. Here."

detectedLang

"en"

heavyLang

"en"

scores

en	0.8090481786133961
da	0.644808743169399
tl	0.6444201312910285
pl	0.574607329842932
no	0.5390070921985816
cs	0.5269286754002911
ca	0.5206489675516224
sq	0.5199409158050221
sk	0.5060790273556232
hr	0.49139280125195617
ro	0.4905956112852664
yo	0.48083067092651754
it	0.4444444444444444
sl	0.4347826086956522
es	0.4247787610619469
lt	0.41016333938294003
fr	0.3981481481481482
az	0.3902439024390244
sv	0.3821292775665399
nl	0.37977099236641226
et	0.37137330754352027
lv	0.36274509803921573
pt	0.28414096916299564
hu	0.2793791574279379
de	0.27293064876957496
be	0.17721518987341772
tr	0.17721518987341772
is	0.16237113402061853
uk	0.16237113402061853
vi	0.16237113402061853

reliable

true

passes

true

name

"Marie"

dialogue

"Vous partez? Mais... attendez! Et mes photos?"

detectedLang

"fr"

heavyLang

"fr"

scores

fr	0.800580130529369
ca	0.6423927178153446
es	0.6143057503506312
en	0.6132208157524613
pt	0.6115819209039548
no	0.5585874799357945
da	0.5250431778929188
et	0.5149911816578483
it	0.507168458781362
lt	0.4869402985074627
de	0.4670542635658915
tl	0.45972495088408644
nl	0.4510978043912176
lv	0.4433198380566802
sq	0.38478747203579416
sv	0.3373493975903614
tr	0.32432432432432434
ro	0.25675675675675674
az	0.22535211267605632
eu	0.22535211267605632
hi	0.21875
ms	0.20289855072463767
pl	0.20289855072463767
hr	0.19590643274853803
sl	0.19590643274853803
cs	0.1863905325443787
hu	0.1863905325443787
sk	0.1863905325443787
yo	0.17664670658682635

reliable

true

passes

true

name

"Hunter"

dialogue

"I'll send someone who speaks French. Don't leave town!"

detectedLang

"en"

heavyLang

"en"

scores

en	0.8063087991145546
tl	0.36363636363636365
es	0.3346007604562738
pt	0.328214971209213
et	0.2842535787321063
it	0.18032786885245902

reliable

true

passes

true

name

"Marie"

dialogue

"Je ne comprends pas! Monsieur! Monsieur!"

detectedLang

"fr"

heavyLang

"fr"

scores

fr	0.8215701823949246
ca	0.6186440677966102
nl	0.5778611632270169
sl	0.5722433460076045
it	0.5656370656370656
lt	0.5614035087719298
hr	0.5579567779960707
sq	0.5140388768898488
cs	0.5044052863436124
en	0.49209932279909707
ro	0.4874715261958998
es	0.4791666666666667
tl	0.42748091603053434
yo	0.4201030927835051
de	0.4109947643979057
sk	0.39189189189189183
pt	0.3515850144092219
lv	0.31402439024390244
tr	0.29467084639498436
pl	0.2879746835443038
fi	0.281150159744409
ms	0.27184466019417475
hu	0.267100977198697

reliable

true

passes

true

name

"Marie"

dialogue

"Qu'est-ce que je vais faire maintenant?"

detectedLang

"fr"

heavyLang

"fr"

scores

fr	0.8329283110571082
ca	0.6121297602256699
en	0.5362563237774031
nl	0.5217391304347826
tl	0.4607843137254902
ro	0.4364754098360656
es	0.39560439560439564
sl	0.3861607142857143
pt	0.38478747203579416
hr	0.3834080717488789
yo	0.3721461187214612
de	0.3559718969555035
cs	0.3483412322274882
sk	0.34523809523809523
pl	0.2486338797814208
fi	0.24242424242424243
lv	0.24242424242424243
lt	0.2403314917127072
it	0.22096317280453256
no	0.21428571428571427
et	0.207492795389049

reliable

true

passes

true