Run: 2026-02-08-01KGYXVX1G65X4Q798152KD1H7

Run Details

Model:: Claude Sonnet 4.5
Test:: Language Writing
Scenario:: Character dialogue (German) in a story
Duration:: 11.0s
Cost:: $0.009651
Provider:: Amazon Bedrock

Evaluation summary

Score	Evaluator	Details Link
94.12%	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="Melanie">
Melanie is a 30-year old college student on a study abroad program. Born in Germany, she is fluent in German 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 German, 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:

Melanie 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 German, and Hunter looks confused.

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

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

Melanie: "..."
Hunter: "..."

Model response

# Voice Sheet: Cafe Scene

**Melanie:** *[muttering to herself while examining camera]* "Das Licht war so seltsam heute Morgen..."

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

**Melanie:** *[looks up, startled]* "Oh! Ah... ja?"

**Hunter:** "I'm investigating some unusual activity in town. Were you near the old mill yesterday evening?"

**Melanie:** *[visibly troubled, speaking quickly]* "Die Mühle? Ja, ich war dort! Es war schrecklich... Ich habe etwas gesehen, aber ich verstehe nicht—"

**Hunter:** *[confused]* "Whoa, slow down. I don't... Do you speak English?"

**Melanie:** *[shaking her head, distressed]* "Nein, nein. Ich spreche nur Deutsch. Es tut mir leid, aber ich muss Ihnen erzählen—da war ein Mann, und dann... verschwunden!"

**Hunter:** *[frustrated, holding up hands]* "Okay, okay. I'm not understanding you. Do you... understand... me?"

**Melanie:** *[desperately gesturing to her camera]* "Hier! Meine Kamera! Ich habe Fotos gemacht!" *[fumbling with camera buttons]* "Sehen Sie!"

**Hunter:** *[leaning in]* "Photos? You took pictures?"

**Melanie:** *[showing him the camera screen]* "Ja, ja! Fotos! Aber schauen Sie... dieser Schatten... was ist das?"

**Hunter:** "That's... hmm. Can I—" *[phone rings]* "Hold on." *[answers]* "Hunter here. What? When? I'll be right there."

**Melanie:** *[anxious]* "Was ist los? Wohin gehen Sie?"

**Hunter:** *[standing up, pointing at camera]* "Stay here. Don't delete those photos. I'll find someone who speaks... whatever you're speaking. German? I'll be back."

**Melanie:** *[calling after him]* "Warten Sie! Ich kann helfen! Bitte!"

**Hunter:** *[over shoulder while leaving]* "Just... stay put!"

**Melanie:** *[quietly, to herself]* "Was soll ich jetzt tun..."

Evaluation details

Result

Evaluator

Details

Meta Data

94.12%

Parse dialogue

n/a

dialogue

name

"Melanie"

dialogue

"Das Licht war so seltsam heute Morgen..."

detectedLang

"de"

heavyLang

"de"

scores

de	0.8230373230373231
nl	0.6020260492040521
no	0.4963369963369963
en	0.4586614173228346
et	0.4410569105691057
da	0.3982494529540482
pt	0.3764172335600907
sv	0.3663594470046083
sl	0.3544600938967136
yo	0.314214463840399
sk	0.27821522309711283
ca	0.26666666666666666
vi	0.2647058823529412
is	0.25675675675675674
tl	0.24242424242424243
ro	0.22096317280453256
es	0.21428571428571427

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

"Melanie"

dialogue

"Oh! Ah... ja?"

detectedLang

"et"

heavyLang

scores

et	0.6724890829694322
fi	0.6710526315789473
nl	0.625
lv	0.6052631578947368
ca	0.592391304347826
de	0.5398773006134969
sk	0.5283018867924528
da	0.5161290322580645
pl	0.5161290322580645
sl	0.5161290322580645
sq	0.5
sv	0.5
yo	0.5

reliable

true

passes

false

name

"Hunter"

dialogue

"I'm investigating some unusual activity in town. Were you near the old mill yesterday evening?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.8
nl	0.6163682864450128
tl	0.6151379089159718
ro	0.5419847328244275
sv	0.5203836930455635
pt	0.47735191637630664
no	0.47689625108979944
it	0.45897204688908927
de	0.44495837187789083
da	0.43820224719101125
fr	0.43396226415094336
ms	0.4318181818181818
es	0.3993993993993994
cs	0.36507936507936506
ca	0.34065934065934067
et	0.3281075027995521
sl	0.3181818181818182
sk	0.3142857142857143
sq	0.30151338766006985
is	0.29245283018867924
hr	0.2537313432835821
az	0.2518703241895262
yo	0.24528301886792453
lv	0.18144611186903137
fi	0.17355371900826447
lt	0.17355371900826447
pl	0.12280701754385964
tr	0.08952959028831564

reliable

true

passes

true

name

"Melanie"

dialogue

"Die Mühle? Ja, ich war dort! Es war schrecklich... Ich habe etwas gesehen, aber ich verstehe nicht—"

detectedLang

"de"

heavyLang

"de"

scores

de	0.8431105047748977
nl	0.4748858447488585
ca	0.3539325842696629
fi	0.2953431372549019
lv	0.29012345679012347
es	0.267515923566879
sk	0.2656449553001277
pl	0.2532467532467532
en	0.2414248021108179
hu	0.23230974632843793
az	0.22611036339165547
lt	0.22611036339165547
yo	0.22086720867208673
et	0.21124828532235942
sq	0.18899858956276447
sv	0.18899858956276447
eu	0.16666666666666666
cs	0.14814814814814814
tr	0.13273001508295626
da	0.12213740458015267
sl	0.12213740458015267
it	0.11128284389489954
is	0.1043613707165109
fr	0.0987460815047022
no	0.0987460815047022
pt	0.0987460815047022
ro	0.09305993690851734

reliable

true

passes

true

name

"Hunter"

dialogue

"Whoa, slow down. I don't... Do you speak English?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.7913769123783032
hr	0.5245641838351823
cs	0.512987012987013
pl	0.4727592267135325
tl	0.45750452079566006
sq	0.455535390199637
no	0.4307400379506641
da	0.4129158512720157
sv	0.4117647058823529
sk	0.40476190476190477
vi	0.3670886075949367
yo	0.3548387096774194
ro	0.35064935064935066
pt	0.34210526315789475
ca	0.3150684931506849
sl	0.2857142857142857
it	0.27710843373493976
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

"Melanie"

dialogue

"Nein, nein. Ich spreche nur Deutsch. Es tut mir leid, aber ich muss Ihnen erzählen—da war ein Mann, und dann... verschwunden!"

detectedLang

"de"

heavyLang

"de"

scores

de	0.8242089402310396
no	0.4422310756972112
es	0.33523266856600187
ca	0.30417495029821073
is	0.3013972055888224
hr	0.2964824120603015
nl	0.29364278506559033
da	0.28716904276985744
hu	0.2842535787321063
lt	0.2693110647181628
en	0.2647058823529412
it	0.2623814541622761
sl	0.2497320471596999
ro	0.24812030075187969
tr	0.24078091106290672
sk	0.21612541993281076
pt	0.2125984251968504
pl	0.20273348519362186
az	0.19075144508670522
sv	0.18699186991869918
sq	0.16567342073897498
eu	0.15048543689320387
lv	0.14634146341463414
ms	0.125
yo	0.0967741935483871
fr	0.08256880733944955
tl	0.08256880733944955
vi	0.08256880733944955

reliable

true

passes

true

name

"Hunter"

dialogue

"Okay, okay. I'm not understanding you. Do you... understand... me?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.793233082706767
no	0.6646341463414634
nl	0.6217331499312242
tl	0.6126760563380281
da	0.5820668693009119
pt	0.5424292845257903
cs	0.5175438596491229
sk	0.5158450704225351
sv	0.5045045045045045
sq	0.4907407407407407
ms	0.4888475836431227
de	0.4878957169459963
pl	0.4455645161290322
is	0.4387755102040817
sl	0.43064182194616984
es	0.394273127753304
it	0.36342592592592593
hr	0.3037974683544304
vi	0.28756476683937826
et	0.25675675675675674
fr	0.2486338797814208
tr	0.22096317280453256
yo	0.22096317280453256
fi	0.21428571428571427
ro	0.21203438395415475
az	0.2005813953488372

reliable

true

passes

true

name

"Melanie"

dialogue

"Sehen Sie!"

detectedLang

"de"

heavyLang

"de"

scores

de	0.8523622047244095
eu	0.6052631578947368
pl	0.5989304812834225
fi	0.5398773006134969

reliable

true

passes

true

name

"Hunter"

dialogue

"Photos? You took pictures?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.7995418098510881
fr	0.6812386156648452
tl	0.6369294605809128
ca	0.5793269230769231
lv	0.46808510638297873
ro	0.4648318042813456
de	0.4496855345911949
nl	0.4496855345911949
et	0.358974358974359
es	0.3137254901960784
lt	0.3137254901960784
pt	0.3137254901960784
cs	0.308300395256917
hi	0.3055555555555556
da	0.29149797570850206
no	0.29149797570850206
sv	0.29149797570850206

reliable

true

passes

true

name

"Melanie"

dialogue

"Ja, ja! Fotos! Aber schauen Sie... dieser Schatten... was ist das?"

detectedLang

"de"

heavyLang

"de"

scores

de	0.8388581952117864
nl	0.626068376068376
sv	0.48377581120943947
da	0.48224852071005914
pt	0.4688922610015175
en	0.4640122511485452
fi	0.42528735632183906
no	0.42052980132450335
pl	0.4176372712146422
lv	0.41569282136894825
ca	0.40978077571669475
tr	0.40273037542662116
et	0.38271604938271603
yo	0.31640625
sk	0.3013972055888224
it	0.29577464788732394
sl	0.29577464788732394
es	0.29006085192697767
lt	0.29006085192697767
sq	0.2827868852459016
hi	0.2324561403508772
fr	0.18604651162790697
cs	0.1606714628297362
hr	0.1606714628297362
az	0.14425427872860636
ro	0.14425427872860636

reliable

true

passes

true

name

"Hunter"

dialogue

"Hunter here. What? When? I'll be right there."

detectedLang

"en"

heavyLang

"en"

scores

en	0.8262792166771952
de	0.5528455284552846
tl	0.49355432780847147
sq	0.462890625
yo	0.4008714596949891
da	0.36194895591647336
no	0.3559718969555035
fr	0.34679334916864607
hu	0.298469387755102
lt	0.289405684754522
sv	0.20289855072463767
it	0.1863905325443787
nl	0.1863905325443787
pt	0.1863905325443787
ca	0.17664670658682635
ms	0.17664670658682635
ro	0.17664670658682635
sl	0.17664670658682635
tr	0.17664670658682635

reliable

true

passes

true

name

"Melanie"

dialogue

"Was ist los? Wohin gehen Sie?"

detectedLang

"de"

heavyLang

"de"

scores

de	0.7963340122199593
nl	0.5515695067264574
es	0.45652173913043476
en	0.42857142857142855
eu	0.36507936507936506
pl	0.358974358974359
hi	0.3464052287581699
tr	0.3197278911564626
ca	0.3055555555555556
fi	0.3055555555555556
yo	0.30313588850174217

reliable

true

passes

true

name

"Hunter"

dialogue

"Stay here. Don't delete those photos. I'll find someone who speaks... whatever you're speaking. German? I'll be back."

detectedLang

"en"

heavyLang

"en"

scores

en	0.8079561042524005
tl	0.5063469675599436
fr	0.3843447669305189
nl	0.3670886075949367
pt	0.3524514338575393
sq	0.32497589199614274
no	0.3223620522749274
ro	0.3020937188434696
sv	0.29718875502008035
es	0.2964824120603015
lt	0.2849846782431052
da	0.27007299270072993
de	0.24406047516198706
ca	0.24078091106290672
et	0.23413566739606126
hu	0.22308546059933407
ms	0.18319719953325553
it	0.1774383078730905
tr	0.17159763313609466
yo	0.13580246913580246
hi	0.0990990990990991
sl	0.0967741935483871
is	0.0920881971465629
lv	0.0920881971465629
az	0.09090909090909091

reliable

true

passes

true

name

"Melanie"

dialogue

"Warten Sie! Ich kann helfen! Bitte!"

detectedLang

"de"

heavyLang

"de"

scores

de	0.829803328290469
pl	0.5945945945945946
nl	0.5544554455445544
no	0.5243128964059197
da	0.4260204081632653
sk	0.3553008595988539
et	0.3343195266272189
sv	0.2834394904458599
eu	0.27184466019417475
fi	0.27184466019417475
is	0.25742574257425743
ms	0.25742574257425743
it	0.25
ca	0.23728813559322032
es	0.23728813559322032
tr	0.23728813559322032

reliable

true

passes

true

name

"Hunter"

dialogue

"Just... stay put!"

detectedLang

"en"

heavyLang

"en"

scores

en	0.8179611650485438
hr	0.625
et	0.576271186440678
sv	0.576271186440678
ca	0.506578947368421

reliable

true

passes

true

name

"Melanie"

dialogue

"Was soll ich jetzt tun..."

detectedLang

"de"

heavyLang

"de"

scores

de	0.839572192513369
yo	0.5714285714285714
en	0.5
nl	0.471830985915493
sk	0.45255474452554745
pl	0.43396226415094336
ms	0.3697478991596639

reliable

true

passes

true