Run: 2026-04-24-01KPZTWESRYEZ9Z7ZQ91RG8T39

Run Details

Model:: Claude Opus 4.7
Test:: Language Writing
Scenario:: Character dialogue (German) in a story
Duration:: 14.6s
Cost:: $0.030505
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="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: Café Scene — Melanie & Hunter**

---

Melanie: *(murmuring to herself, scrolling through camera)* "Nein, nein... das kann nicht sein. Das war doch gestern Abend, oder?"

Hunter: "Excuse me, miss? Mind if I sit down for a second?"

Melanie: *(startled, looking up)* "Oh! Entschuldigung, ich habe Sie nicht gesehen."

Hunter: "I'll take that as a yes. Name's Hunter — I'm a detective with the Alborn PD. You were in the square last night around nine, right? I've got a witness who saw a young woman with a camera."

Melanie: *(clutching camera closer)* "Es tut mir leid, ich... ich verstehe nicht so gut. Sprechen Sie Deutsch?"

Hunter: "...Deutsch. German. No, ma'am, I don't. Not a word. You speak any English at all?"

Melanie: "Nein, leider überhaupt nicht. Ich bin erst seit einer Woche hier. Ein Austauschprogramm."

Hunter: *(rubbing the back of his neck)* "Great. Just my luck."

Melanie: *(urgent, showing him the camera screen)* "Aber sehen Sie — hier! Ich habe etwas fotografiert, gestern Abend beim See. Da war ein Mann, und dann noch einer, und... ich glaube, da ist etwas Schlimmes passiert."

Hunter: "Whoa, whoa — slow down. I can't understand a word, but..." *(leans in, looking at the screen)* "That's the lake. That's... hold on, is that Miller's truck? What time did you take this?"

Melanie: *(voice trembling)* "Ich habe solche Angst. Der Mann auf dem Foto — ich glaube, er hat mich gesehen. Er hat direkt in meine Kamera geschaut."

Hunter: "Hey. Hey, look at me. You're scared, I can see that much. Something happened, didn't it?"

Melanie: *(nodding slowly, eyes glistening)* "Ja. Ja, etwas ist passiert. Und niemand hier versteht mich."

Hunter: "Okay. Okay, listen. I'm gonna get someone down here who speaks German. Give me an hour. You stay right here, you understand? Here." *(slides a business card across the table)* "Hunter. Call. Anrufen? You know that word?"

Melanie: *(small nod, taking the card)* "Anrufen. Ja. Ich verstehe."

Hunter: "Good. That's something."

*(Hunter's phone rings — sharp, insistent)*

Hunter: "Stevens, yeah — what? Where? ...How long ago? Damn it. Yeah, I'm on my way. Five minutes." *(hangs up, standing abruptly)*

Melanie: "Sie müssen gehen?"

Hunter: "I gotta run. Stay put. *Stay.*" *(points firmly at the table)* "I'll come back. Understand? I come back."

Melanie: *(whispering as he walks away)* "Bitte beeilen Sie sich. Bitte..."

*(Hunter exits. Melanie looks back down at the camera, hands shaking.)*

---

**END SCENE**

Evaluation details

Result

Evaluator

Details

Meta Data

100.00%

Parse dialogue

n/a

dialogue

name

"Melanie"

dialogue

"Nein, nein... das kann nicht sein. Das war doch gestern Abend, oder?"

detectedLang

"de"

heavyLang

"de"

scores

de	0.8493277700509968
pt	0.4415807560137457
nl	0.4237588652482269
en	0.3959107806691449
fr	0.37137330754352027
is	0.3271221532091097
cs	0.23529411764705882
sv	0.2316784869976359
ca	0.20924574209245742
it	0.20924574209245742
es	0.19753086419753088
no	0.1935483870967742
tl	0.19154228855721395
ro	0.1792929292929293

reliable

true

passes

true

name

"Hunter"

dialogue

"Excuse me, miss? Mind if I sit down for a second?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.7781569965870307
no	0.6344206974128234
tl	0.6135552913198573
da	0.6060606060606061
it	0.5723684210526315
fr	0.5370370370370371
sq	0.5213549337260678
pt	0.49139280125195617
hu	0.48899371069182396
et	0.4873817034700315
ro	0.4833068362480127
sv	0.48083067092651754
ca	0.4574290484140233
hr	0.4357638888888889
cs	0.4217081850533808
es	0.4186046511627907
pl	0.41546762589928055
nl	0.4133574007220217
yo	0.3879472693032015
sk	0.38330170777988615
sl	0.3538767395626242
ms	0.3114406779661017
tr	0.3114406779661017
lt	0.30851063829787234
fi	0.29805615550755943
is	0.29805615550755943
az	0.2903930131004367
lv	0.2903930131004367
vi	0.2903930131004367
be	0.17721518987341772
eu	0.17721518987341772
de	0.1709183673469388
uk	0.16237113402061853

reliable

true

passes

true

name

"Melanie"

dialogue

"Oh! Entschuldigung, ich habe Sie nicht gesehen."

detectedLang

"de"

heavyLang

"de"

scores

de	0.8341836734693877
nl	0.59375
pl	0.411231884057971
sk	0.27616926503340755
eu	0.26136363636363635
ms	0.2562929061784897
cs	0.23529411764705882
fi	0.21307506053268765

reliable

true

passes

true

name

"Hunter"

dialogue

"I'll take that as a yes. Name's Hunter — I'm a detective with the Alborn PD. You were in the square last night around nine, right? I've got a witness who saw a young woman with a camera."

detectedLang

"en"

heavyLang

"en"

scores

en	0.798726830181614
tl	0.6530019367333764
ro	0.4878513577894235
it	0.4748412310698583
nl	0.41765980498374866
de	0.39196832579185514
ms	0.3654073199527745
fr	0.3620178041543027
sl	0.3429095354523227
pt	0.3234738829452486
ca	0.3073453608247423
yo	0.3073453608247423
no	0.3033052495139339
sv	0.3028534370946822
da	0.30194805194805197
sq	0.3005855562784645
cs	0.2847638057218896
es	0.2756064690026954
hr	0.2326909350463954
hu	0.18188736681887366
pl	0.1495253164556962
az	0.12530512611879577
lv	0.11885245901639345
fi	0.11740558292282431
et	0.11522633744855967
tr	0.11230388109000826
sk	0.10788381742738588
lt	0.07087294727744166
is	0.06521739130434782
eu	0.061135371179039305
vi	0.061135371179039305

reliable

true

passes

true

name

"Melanie"

dialogue

"Es tut mir leid, ich... ich verstehe nicht so gut. Sprechen Sie Deutsch?"

detectedLang

"de"

heavyLang

"de"

scores

de	0.8359460444768502
nl	0.40711462450592883
ca	0.40476190476190477
sk	0.39919893190921224
sl	0.3670886075949367
lt	0.3644067796610169
en	0.35251798561151076
no	0.336283185840708
pl	0.3353028064992614
es	0.3181818181818182
hr	0.2822966507177033
hu	0.27884615384615385
sv	0.2682926829268293
da	0.24623115577889448
it	0.23857868020304565
is	0.23208191126279862
yo	0.21875
lv	0.21052631578947367
cs	0.1818181818181818
vi	0.18032786885245902
tl	0.16356877323420074
fr	0.12280701754385964
pt	0.12280701754385964
az	0.11591355599214145
ro	0.11591355599214145
sq	0.11591355599214145

reliable

true

passes

true

name

"Hunter"

dialogue

"...Deutsch. German. No, ma'am, I don't. Not a word. You speak any English at all?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.79
tl	0.6284501061571126
ca	0.580335731414868
no	0.5454545454545454
de	0.5156826568265683
it	0.4755244755244755
ro	0.46808510638297873
da	0.4659206510681587
hr	0.44678609062170704
sv	0.4414893617021277
tr	0.421806167400881
sq	0.3986254295532647
es	0.39236111111111116
cs	0.375
pl	0.36823104693140796
sk	0.3581907090464548
pt	0.3462017434620174
lv	0.3346007604562738
hu	0.2981283422459893
et	0.2895805142083897
yo	0.2818057455540356
ms	0.28082191780821925
az	0.27884615384615385
nl	0.21991084695393756
lt	0.2164179104477612
is	0.2081447963800905
vi	0.20212765957446807
fr	0.1822429906542056
sl	0.14634146341463414
be	0.11764705882352942
eu	0.11764705882352942
fi	0.10714285714285714
uk	0.10714285714285714

reliable

true

passes

true

name

"Melanie"

dialogue

"Nein, leider überhaupt nicht. Ich bin erst seit einer Woche hier. Ein Austauschprogramm."

detectedLang

"de"

heavyLang

"de"

scores

de	0.817351598173516
nl	0.5451099317664898
no	0.42028985507246375
fr	0.40298507462686567
sv	0.38461538461538464
tr	0.33774834437086093
da	0.3212669683257918
en	0.318955732122588
tl	0.30394431554524365
sk	0.2907801418439716
pl	0.286563614744352
ms	0.28486293206197855
is	0.2779783393501805
et	0.2753623188405797
es	0.27448609431680776
lt	0.2736077481840194
cs	0.27007299270072993
it	0.2555831265508685
ro	0.24812030075187969
hr	0.18144611186903137
sq	0.1780821917808219
lv	0.17695473251028807
fi	0.14285714285714285
pt	0.1111111111111111
ca	0.1044776119402985
yo	0.1044776119402985
az	0.1031390134529148
hu	0.10044977511244377
sl	0.09502262443438914

reliable

true

passes

true

name

"Hunter"

dialogue

"Great. Just my luck."

detectedLang

"en"

heavyLang

"en"

scores

en	0.7990353697749196
et	0.44933920704845814
sv	0.44933920704845814
ro	0.4444444444444444
pl	0.423963133640553
cs	0.4075829383886255
sk	0.4075829383886255
ca	0.3811881188118812
tl	0.37810945273631835

reliable

true

passes

true

name

"Melanie"

dialogue

"Aber sehen Sie — hier! Ich habe etwas fotografiert, gestern Abend beim See. Da war ein Mann, und dann noch einer, und... ich glaube, da ist etwas Schlimmes passiert."

detectedLang

"de"

heavyLang

"de"

scores

de	0.8272884283246977
no	0.4409937888198758
en	0.4140625
fr	0.3670886075949367
it	0.36575052854122625
nl	0.3435448577680525
da	0.33234421364985167
pt	0.3298585256887565
ca	0.3202416918429003
pl	0.31402439024390244
tr	0.305019305019305
sv	0.2885375494071147
et	0.2840095465393795
is	0.2568125516102395
es	0.22746781115879824
ro	0.22413793103448276
sl	0.22413793103448276
hr	0.22077922077922074
sk	0.22010398613518195
eu	0.20983318700614575
tl	0.1899189918991899
az	0.15492957746478872
sq	0.13043478260869565
cs	0.12959381044487428
lt	0.12280701754385964
ms	0.12109375000000001
lv	0.11937377690802348
hi	0.10536779324055667
fi	0.08906882591093118
yo	0.07692307692307693
vi	0.06542056074766354

reliable

true

passes

true

name

"Hunter"

dialogue

"That's the lake. That's... hold on, is that Miller's truck? What time did you take this?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.8282718727404195
tl	0.6420497362471742
da	0.4193154034229829
yo	0.3886743886743887
fr	0.36666666666666664
ca	0.36241610738255037
et	0.3466299862448418
no	0.3466299862448418
hu	0.3384401114206128
nl	0.3384401114206128
fi	0.32142857142857145
is	0.27480916030534347
sq	0.2725880551301685
de	0.27035330261136714
hr	0.2658423493044822
cs	0.24363057324840762
ja	0.1739130434782609
az	0.15780141843971632
es	0.1532976827094474
hi	0.15026833631484796
pl	0.15026833631484796
pt	0.15026833631484796
tr	0.14721723518850988
ms	0.1410488245931284
sl	0.1410488245931284
sv	0.1410488245931284
sk	0.13636363636363635
it	0.11380597014925374

reliable

true

passes

true

name

"Melanie"

dialogue

"Ich habe solche Angst. Der Mann auf dem Foto — ich glaube, er hat mich gesehen. Er hat direkt in meine Kamera geschaut."

detectedLang

"de"

heavyLang

"de"

scores

de	0.8275437299827543
nl	0.6091568955890564
no	0.573170731707317
da	0.5115143056524772
sv	0.4304312449145647
it	0.409282700421941
sl	0.3439550140581068
ro	0.33774834437086093
is	0.3157380254154448
ms	0.28205128205128205
sk	0.2768595041322314
pl	0.2723492723492723
ca	0.2537313432835821
tl	0.25293489861259333
es	0.25133689839572193
en	0.24892703862660948
et	0.23413566739606126
eu	0.23076923076923078
tr	0.23076923076923078
hr	0.221357063403782
fr	0.19447640966628307
pt	0.17159763313609466
az	0.16963226571767495
cs	0.16267942583732056
sq	0.16267942583732056
lv	0.1566265060240964
fi	0.1116751269035533
hu	0.1116751269035533
yo	0.1116751269035533
lt	0.09090909090909091

reliable

true

passes

true

name

"Hunter"

dialogue

"Hey. Hey, look at me. You're scared, I can see that much. Something happened, didn't it?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.8214285714285714
tl	0.5278969957081545
no	0.4148936170212766
sq	0.4008714596949891
et	0.3735763097949886
da	0.36342592592592593
it	0.33973589435774315
ca	0.28104575163398693
es	0.24657534246575344
ro	0.233983286908078
pt	0.23184357541899442
yo	0.2286115007012623
ms	0.22752808988764048
lv	0.21316165951359084
tr	0.2109038737446198
az	0.20289855072463767
hr	0.20174165457184323
sv	0.2005813953488372
pl	0.1863905325443787
cs	0.16030534351145037
fr	0.1419656786271451
sl	0.13793103448275862
nl	0.13249211356466878
fi	0.12
sk	0.11575562700964631
be	0.11290322580645161
hu	0.1085899513776337
is	0.10277324632952692
lt	0.10277324632952692
uk	0.10277324632952692
vi	0.10277324632952692

reliable

true

passes

true

name

"Melanie"

dialogue

"Ja. Ja, etwas ist passiert. Und niemand hier versteht mich."

detectedLang

"de"

heavyLang

"de"

scores

de	0.8319139399372478
nl	0.5421245421245421
fr	0.46351931330472107
ca	0.42660550458715596
it	0.4195046439628483
da	0.410377358490566
no	0.39123376623376627
fi	0.38016528925619836
en	0.37913907284768217
et	0.3686868686868687
sv	0.36115843270868825
pl	0.336283185840708
pt	0.3081180811808118
ro	0.2632612966601179
sq	0.2632612966601179
is	0.26035502958579887
lv	0.23469387755102045
hi	0.2203742203742204
tr	0.20042643923240938
sk	0.1830065359477124
sl	0.1758241758241758
lt	0.17035398230088497
yo	0.16666666666666666
hu	0.1610738255033557
ms	0.14772727272727273
es	0.14383561643835618
az	0.1359447004608295

reliable

true

passes

true

name

"Hunter"

dialogue

"Hunter. Call. Anrufen? You know that word?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.7954545454545454
tl	0.5212765957446809
de	0.49776785714285715
da	0.267100977198697
cs	0.25742574257425743
no	0.25742574257425743
fr	0.24242424242424243
sv	0.23728813559322032
it	0.21875
nl	0.21875
pt	0.21875
ca	0.2077464788732394
ms	0.2077464788732394
ro	0.2077464788732394
sl	0.2077464788732394
sq	0.2077464788732394
tr	0.2077464788732394

reliable

true

passes

true

name

"Melanie"

dialogue

"Anrufen. Ja. Ich verstehe."

detectedLang

"de"

heavyLang

"de"

scores

de	0.794841735052755
sk	0.5430809399477807
pl	0.527027027027027
ca	0.4897959183673469
et	0.46808510638297873
fi	0.4664634146341463
sq	0.4336569579288026
sv	0.4336569579288026
lv	0.396551724137931
nl	0.3320610687022901
da	0.3137254901960784
sl	0.3137254901960784
lt	0.3055555555555556
yo	0.3
hu	0.29149797570850206
it	0.29149797570850206
is	0.2768595041322314
en	0.2647058823529412
es	0.2647058823529412
fr	0.2647058823529412
no	0.2647058823529412
pt	0.2647058823529412
az	0.25213675213675213
ro	0.25213675213675213

reliable

true

passes

true

name

"Hunter"

dialogue

"Good. That's something."

detectedLang

"en"

heavyLang

"en"

scores

en	0.830316742081448
tl	0.563953488372093
sq	0.39999999999999997
es	0.34210526315789475
ms	0.34210526315789475
pt	0.34210526315789475

reliable

true

passes

true

name

"Hunter"

dialogue

"Stevens, yeah — what? Where? ...How long ago? Damn it. Yeah, I'm on my way. Five minutes."

detectedLang

"en"

heavyLang

"en"

scores

en	0.7973885637100405
fr	0.4485294117647059
tl	0.39919893190921224
et	0.39759036144578314
ca	0.35437589670014347
pl	0.34687953555878087
cs	0.3440233236151603
sk	0.3440233236151603
nl	0.337260677466863
sq	0.3353028064992614
fi	0.33035714285714285
de	0.3293591654247392
hr	0.256198347107438
pt	0.25124792013311154
yo	0.25124792013311154
da	0.24369747899159663
no	0.24369747899159663
vi	0.18032786885245902
lv	0.16044776119402984
hi	0.15730337078651685
sl	0.13793103448275862
ro	0.1346153846153846
sv	0.1346153846153846
es	0.12959381044487428
it	0.12959381044487428
lt	0.12280701754385964
ms	0.11591355599214145

reliable

true

passes

true

name

"Melanie"

dialogue

"Sie müssen gehen?"

detectedLang

"de"

heavyLang

"de"

scores

de	0.84375
nl	0.6537396121883656
az	0.4939271255060729
eu	0.4791666666666667
pl	0.47257383966244726
no	0.4658119658119659
da	0.4541484716157206
sv	0.4444444444444444
tr	0.4292237442922375
fi	0.4131455399061033

reliable

true

passes

true

name

"Hunter"

dialogue

"I'll come back. Understand? I come back."

detectedLang

"en"

heavyLang

"en"

scores

en	0.7836835599505563
no	0.7163695299837927
da	0.7154471544715446
sv	0.666030534351145
it	0.6128318584070797
tl	0.5833333333333334
pl	0.5382585751978892
de	0.5244565217391305
cs	0.5192307692307693
nl	0.5042492917847025
ro	0.48377581120943947
sk	0.4791666666666667
hr	0.44267515923566875
ca	0.44089456869009586
is	0.43910256410256415
sq	0.4336569579288026
yo	0.3320610687022901
be	0.2857142857142857
tr	0.2857142857142857
hu	0.2768595041322314
az	0.2647058823529412
et	0.2647058823529412
lt	0.2647058823529412
lv	0.2647058823529412
uk	0.2647058823529412
vi	0.2647058823529412

reliable

true

passes

true

name

"Melanie"

dialogue

"Bitte beeilen Sie sich. Bitte..."

detectedLang

"de"

heavyLang

"de"

scores

de	0.8405951115834219
no	0.5207667731629393
da	0.511400651465798
nl	0.5098039215686274
tr	0.43820224719101125
et	0.4296577946768061
pl	0.42748091603053434
eu	0.3697478991596639
sv	0.35344827586206895
it	0.3333333333333333
fi	0.32432432432432434

reliable

true

passes

true