Run: 2026-07-01-01KWE9B6ZEVWA1K417HB80EWFN

Run Details

Model:: Claude Sonnet 5 (Reasoning, Low)
Test:: Language Writing
Scenario:: Character dialogue (German) in a story
Duration:: 18.0s
Cost:: $0.013922
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

**Setting:** *A small café on Main Street in Alborn, MN. Afternoon light filters through the window. Melanie sits alone at a corner table, scrolling through photos on her camera, her hands trembling slightly. Hunter enters, spots her, and walks over with the practiced authority of a man used to asking questions.*

---

Hunter: "Excuse me, miss. Detective Hunter, Alborn PD. Mind if I ask you a few questions? I heard you were near the old mill last night."

Melanie: *(startled, gripping her camera tighter)* "Was? Ich—ich verstehe nicht. Bitte, ich habe nichts falsch gemacht."

Hunter: *(pausing, brow furrowing)* "...Ma'am? You alright? I just need to know what you saw last night."

Melanie: "Es war so dunkel dort. Ich habe nur Fotos gemacht, das ist alles. Aber dann... dann habe ich etwas gehört. Eine Stimme, glaube ich. Es hat mir eine Gänsehaut gemacht."

Hunter: *(leaning in, trying to read her face)* "Look, I don't know what you're saying, but you look pretty shaken up. Did something happen out there?"

Melanie: *(shaking her head, eyes welling up)* "Ich weiß nicht, was ich gesehen habe. Es könnte nichts gewesen sein. Aber die Art, wie der Wald sich angefühlt hat—so falsch. Ich hätte nie dorthin gehen sollen."

Hunter: *(sighing, pulling out a small notepad anyway)* "Okay. Okay, let's try this slow. Did. You. See. Anyone."

Melanie: *(pointing at her camera screen, voice trembling)* "Hier—ich habe ein Bild. Aber es ist verschwommen. Ich weiß nicht, ob es real war oder nur ein Schatten."

Hunter: *(glancing at the screen, squinting at the blurred image)* "That... that could be something. Or nothing. Damn it, I need a translator."

Melanie: "Bitte, ich will nur nach Hause. Diese Stadt macht mir Angst."

Hunter: *(his phone buzzes; he checks it, jaw tightening)* "Hold that thought—don't go anywhere, alright? I mean it."

*Hunter's phone rings again, more urgently. He glances at the screen, his expression hardening.*

Hunter: "Detective Hunter... yeah. Yeah, I'm on my way." *(to Melanie, standing quickly)* "I have to go. Stay right here—someone will come talk to you. Don't leave town."

Melanie: *(watching him go, whispering to herself)* "Ich verstehe kein Wort... aber ich glaube, ich bin nicht die einzige, die etwas gesehen hat."

---

*Hunter exits abruptly, leaving Melanie alone with her camera and her fear, the blurred photograph still glowing faintly on the screen.*

Evaluation details

Result

Evaluator

Details

Meta Data

100.00%

Parse dialogue

n/a

dialogue

name

"Hunter"

dialogue

"Excuse me, miss. Detective Hunter, Alborn PD. Mind if I ask you a few questions? I heard you were near the old mill last night."

detectedLang

"en"

heavyLang

"en"

scores

en	0.7890851568679146
tl	0.6242367308595584
fr	0.5487873660462493
it	0.5285798467884502
ca	0.45017182130584193
ro	0.4444444444444444
pt	0.4425087108013937
no	0.44173063503140264
sq	0.42196531791907516
nl	0.4117647058823529
da	0.3980436418359669
sv	0.39209726443769
es	0.37888198757763975
cs	0.32603201347935973
yo	0.32603201347935973
et	0.3254637436762226
hr	0.2844364937388193
de	0.2812219227313567
hu	0.27992799279927993
sl	0.2753623188405797
ms	0.26199261992619927
pl	0.22405431619786614
tr	0.2047713717693837
sk	0.20159680638722555
lt	0.15343915343915343
fi	0.14712153518123666
is	0.14712153518123666
az	0.14255091103965703
lv	0.14255091103965703
vi	0.14255091103965703
be	0.08045977011494253
eu	0.08045977011494253
uk	0.07300115874855156

reliable

true

passes

true

name

"Melanie"

dialogue

"Was? Ich—ich verstehe nicht. Bitte, ich habe nichts falsch gemacht."

detectedLang

"de"

heavyLang

"de"

scores

de	0.8323647742512295
nl	0.6882793017456359
it	0.37080536912751677
en	0.36224489795918363
da	0.28435114503816794
no	0.2690058479532163
es	0.267578125
pt	0.267578125
ca	0.2618110236220473
ro	0.2618110236220473
sk	0.24849699398797598
pl	0.23469387755102045
et	0.23155737704918034
cs	0.21052631578947367
yo	0.1883116883116883
ms	0.17218543046357618
lt	0.17035398230088497
hu	0.1610738255033557
is	0.1515837104072398
fr	0.14383561643835618
az	0.1359447004608295
sq	0.1359447004608295
sv	0.1359447004608295

reliable

true

passes

true

name

"Hunter"

dialogue

"...Ma'am? You alright? I just need to know what you saw last night."

detectedLang

"en"

heavyLang

"en"

scores

en	0.7971014492753623
tl	0.6018202502844141
et	0.521203830369357
no	0.48377581120943947
da	0.47526236881559225
cs	0.4728915662650602
yo	0.45987654320987653
pl	0.42716857610474634
hr	0.42148760330578516
sv	0.4067796610169492
ca	0.3805309734513274
sk	0.36823104693140796
lv	0.34579439252336447
lt	0.3230174081237911
sq	0.2768595041322314
sl	0.25690021231422505
it	0.24731182795698922
ms	0.2222222222222222
ro	0.20454545454545453
nl	0.18032786885245902
de	0.17452830188679244
fr	0.17452830188679244
be	0.16666666666666666
tr	0.16666666666666666
hu	0.1606714628297362
az	0.15254237288135594
is	0.15254237288135594
uk	0.15254237288135594
vi	0.15254237288135594

reliable

true

passes

true

name

"Melanie"

dialogue

"Es war so dunkel dort. Ich habe nur Fotos gemacht, das ist alles. Aber dann... dann habe ich etwas gehört. Eine Stimme, glaube ich. Es hat mir eine Gänsehaut gemacht."

detectedLang

"de"

heavyLang

"de"

scores

de	0.8273697426239799
nl	0.45436507936507936
no	0.37688821752265855
ca	0.314214463840399
en	0.3119266055045872
es	0.3096234309623431
sv	0.2948717948717949
tr	0.2857142857142857
da	0.27947598253275113
pt	0.2724867724867725
it	0.2673179396092362
sk	0.2647058823529412
fr	0.2620751341681575
lv	0.23540315106580167
et	0.23327137546468402
lt	0.22096317280453256
sl	0.2090124640460211
hu	0.18719211822660098
ms	0.17746759720837485
pl	0.17417417417417416
hr	0.16834677419354838
fi	0.16582406471183014
tl	0.1607324516785351
ro	0.1424116424116424
yo	0.13249211356466878
hi	0.11385606874328678
vi	0.10714285714285714
cs	0.07511210762331838
sq	0.07094594594594594
az	0.0667420814479638

reliable

true

passes

true

name

"Hunter"

dialogue

"Look, I don't know what you're saying, but you look pretty shaken up. Did something happen out there?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.8251748251748252
tl	0.5575221238938053
no	0.3440968718466196
sv	0.3340163934426229
nl	0.3172268907563025
sq	0.3018259935553169
de	0.2911668484187568
hr	0.2605233219567691
da	0.25968109339407747
ca	0.2415402567094516
it	0.22062350119904073
cs	0.21968787515006
sk	0.21212121212121213
tr	0.2073170731707317
ro	0.20440636474908203
pt	0.20245398773006135
hu	0.19852034525277434
lv	0.19053549190535493
es	0.18444165621079048
fi	0.1698595146871009
pl	0.16237113402061853
sl	0.12162162162162163
fr	0.11924119241192413
yo	0.11804613297150611
ms	0.10714285714285714
be	0.09722222222222222
az	0.08835904628330996
et	0.08835904628330996
is	0.08835904628330996
lt	0.08835904628330996
uk	0.08835904628330996
vi	0.08835904628330996

reliable

true

passes

true

name

"Melanie"

dialogue

"Ich weiß nicht, was ich gesehen habe. Es könnte nichts gewesen sein. Aber die Art, wie der Wald sich angefühlt hat—so falsch. Ich hätte nie dorthin gehen sollen."

detectedLang

"de"

heavyLang

"de"

scores

de	0.8306293456944197
nl	0.5550351288056206
en	0.39180537772087065
hu	0.3470790378006873
da	0.3457300275482094
no	0.3233618233618234
sk	0.3070751276440554
pl	0.27035330261136714
sq	0.25255704169944926
yo	0.24060751398880897
sl	0.23263327948303714
es	0.2313915857605178
fi	0.22003284072249588
fr	0.21161825726141079
ca	0.18872758326216907
it	0.18594687232219365
lv	0.16812609457092817
sv	0.15254237288135594
tl	0.1517857142857143
ro	0.12764003673094582
eu	0.10798122065727699
et	0.10546139359698682
cs	0.09523809523809525
vi	0.09437559580552907
lt	0.08741594620557157
ms	0.07945736434108527
tr	0.07587548638132297
az	0.07497565725413825
is	0.07497565725413825
pt	0.072265625
hr	0.06403940886699508

reliable

true

passes

true

name

"Hunter"

dialogue

"Okay. Okay, let's try this slow. Did. You. See. Anyone."

detectedLang

"en"

heavyLang

"en"

scores

en	0.765358361774744
tl	0.5943952802359882
et	0.3820224719101124
nl	0.26666666666666666
cs	0.22096317280453256

reliable

true

passes

true

name

"Melanie"

dialogue

"Hier—ich habe ein Bild. Aber es ist verschwommen. Ich weiß nicht, ob es real war oder nur ein Schatten."

detectedLang

"de"

heavyLang

"de"

scores

de	0.8333796167731186
nl	0.5539033457249071
no	0.49238578680203043
sv	0.4225216554379211
en	0.3704092339979014
da	0.3340732519422864
ca	0.3288590604026846
es	0.3273542600896861
sl	0.27184466019417475
hu	0.2248062015503876
lt	0.21875
tr	0.21671018276762402
it	0.20634920634920634
is	0.2052980132450331
fr	0.2010652463382157
pt	0.1836734693877551
az	0.1792065663474692
ro	0.1792065663474692
sk	0.1712707182320442
lv	0.16666666666666666
pl	0.16083916083916083
fi	0.1501416430594901
hi	0.1501416430594901
cs	0.14285714285714285
ms	0.14285714285714285
sq	0.08952959028831564

reliable

true

passes

true

name

"Hunter"

dialogue

"That... that could be something. Or nothing. Damn it, I need a translator."

detectedLang

"en"

heavyLang

"en"

scores

en	0.8253903040262941
tl	0.5990566037735849
sq	0.5081018518518519
yo	0.4798041615667074
ro	0.4785276073619632
fr	0.4766009852216749
et	0.47530864197530864
hr	0.46874999999999994
pl	0.46406052963430017
pt	0.45790816326530615
ca	0.4509043927648579
hu	0.4444444444444444
no	0.44371727748691103
da	0.44078947368421056
lt	0.4325767690253671
sv	0.43029490616621985
it	0.4162087912087912
cs	0.41054091539528437
es	0.40308988764044945
lv	0.4022503516174402
sk	0.38405797101449274
ms	0.380466472303207
vi	0.34210526315789475
sl	0.33070866141732286
tr	0.33070866141732286
de	0.3210862619808307
nl	0.32
az	0.3111831442463533
is	0.24511545293072823
eu	0.24377224199288253
be	0.1414141414141414
fi	0.1290983606557377
uk	0.1290983606557377

reliable

true

passes

true

name

"Melanie"

dialogue

"Bitte, ich will nur nach Hause. Diese Stadt macht mir Angst."

detectedLang

"de"

heavyLang

"de"

scores

de	0.8308794269797056
nl	0.6064814814814815
no	0.48484848484848486
en	0.4393139841688654
fr	0.4310575635876841
da	0.3609022556390977
it	0.33800623052959505
pl	0.3055555555555556
hr	0.2796610169491525
ms	0.2796610169491525
tl	0.2647058823529412
sk	0.22586520947176683
et	0.2100371747211896
is	0.16829745596868884
sv	0.1550695825049702
es	0.1533864541832669
fi	0.15169660678642716
pt	0.15
ro	0.1448692152917505
sl	0.1326530612244898
sq	0.1326530612244898

reliable

true

passes

true

name

"Hunter"

dialogue

"Hold that thought—don't go anywhere, alright? I mean it."

detectedLang

"en"

heavyLang

"en"

scores

en	0.8102226720647773
tl	0.5851769911504424
da	0.46428571428571425
yo	0.455732946298984
sq	0.4427934621099554
pl	0.3842364532019704
no	0.3686868686868687
de	0.28842504743833014
lv	0.28435114503816794
hr	0.2704280155642024
ca	0.2690058479532163
sv	0.2690058479532163
it	0.23469387755102045
cs	0.21875
ro	0.1935483870967742
fr	0.1648106904231626
sk	0.1610738255033557
be	0.15730337078651685
tr	0.15730337078651685
hu	0.1515837104072398
az	0.14383561643835618
et	0.14383561643835618
is	0.14383561643835618
lt	0.14383561643835618
uk	0.14383561643835618
vi	0.14383561643835618

reliable

true

passes

true

name

"Hunter"

dialogue

"I have to go. Stay right here—someone will come talk to you. Don't leave town."

detectedLang

"en"

heavyLang

"en"

scores

en	0.828581739444244
tl	0.5947098976109215
da	0.49414270500532487
yo	0.4411764705882353
pl	0.43720379146919436
no	0.40846824408468246
cs	0.39797211660329534
it	0.3683510638297872
hr	0.3493150684931507
sq	0.3300423131170663
sk	0.3004418262150221
lv	0.2803030303030303
de	0.27480916030534347
lt	0.2601246105919003
ca	0.22512234910277326
sv	0.22512234910277326
sl	0.2030201342281879
ro	0.1592920353982301
es	0.1410488245931284
pt	0.1410488245931284
fr	0.13479052823315119
be	0.12844036697247707
tr	0.12844036697247707
hu	0.12361623616236161
az	0.1171003717472119
et	0.1171003717472119
is	0.1171003717472119
uk	0.1171003717472119
vi	0.1171003717472119

reliable

true

passes

true

name

"Melanie"

dialogue

"Ich verstehe kein Wort... aber ich glaube, ich bin nicht die einzige, die etwas gesehen hat."

detectedLang

"de"

heavyLang

"de"

scores

de	0.840561224489796
nl	0.43438914027149317
tr	0.2492492492492493
hu	0.24242424242424243
sk	0.19871794871794873
eu	0.18699186991869918
pl	0.18699186991869918
cs	0.16666666666666666
fi	0.14965986394557826
ms	0.14965986394557826
yo	0.14965986394557826
lt	0.1334488734835355
it	0.12587412587412586
is	0.11816578483245149
en	0.11190053285968028
es	0.11190053285968028
fr	0.11190053285968028
no	0.11190053285968028
pt	0.11190053285968028
az	0.10554561717352416
ca	0.10554561717352416
ro	0.10554561717352416
sq	0.10554561717352416
sv	0.10554561717352416

reliable

true

passes

true