Run: 2026-06-01-01KT1GTDX3R9R4FB1J43TKV0WK

Run Details

Model:: Claude Opus 4.8 (Reasoning, Low)
Test:: Language Writing
Scenario:: Character dialogue (German) in a story
Duration:: 21.9s
Cost:: $0.035480
Provider:: Anthropic

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

Melanie: *murmuring to herself, scrolling through her camera* "Das kann doch nicht sein... das war doch gestern noch da..."

Hunter: "Excuse me, miss? Mind if I ask you a few questions? Detective Hunter, Alborn PD."

Melanie: *looking up, startled* "Oh—hallo. Entschuldigung, ich... ich habe Sie nicht gesehen."

Hunter: "I'm investigating some disappearances around town. You been here long? Notice anything unusual the past few days?"

Melanie: *frowning, clutching her camera* "Es tut mir leid, ich verstehe nicht... mein Englisch ist nicht so gut. Eigentlich gar nicht."

Hunter: "...Right. So that's a no on the English." *exhales* "Disappearances. People. Gone. You see anything?"

Melanie: *eyes widening, voice trembling* "Verschwunden? Menschen sind verschwunden? Oh Gott, das erklärt vielleicht... das Foto. Schauen Sie, gestern Abend, da war jemand am Waldrand, und heute—"

Hunter: "Whoa, slow down. I got maybe one word out of that. 'Foto'—you mean a photo? You got a photo?"

Melanie: *nodding rapidly, turning the camera toward him* "Ja, ja! Foto! Hier, sehen Sie. Diese Person. Ich wollte nur den Sonnenuntergang fotografieren, aber da war jemand. Und jetzt fühle ich mich... ich weiß nicht... beobachtet."

Hunter: *leaning in, squinting at the screen* "That's... huh. That's the old mill road. There shouldn't be anyone out there." *pointing* "This person. When? When did you take this?"

Melanie: *not understanding the question, but pointing at the timestamp on the screen* "Gestern. Achtzehn Uhr dreißig. Ich war ganz allein, dachte ich."

Hunter: "Six-thirty. Yesterday." *muttering* "Same window as the Halvorsen kid." *louder* "Listen, I'm gonna need this. The photo. Can you—"

Melanie: *suddenly anxious, pulling the camera back slightly* "Nein, bitte, nicht meine Kamera—das ist alles, was ich habe von der Reise. Aber ich kann... ich kann es Ihnen schicken? E-Mail?"

Hunter: "I'm not taking your camera, relax. Just the picture. Email. You understand email?"

Melanie: *relieved, nodding* "Ja, E-Mail, das verstehe ich. Gott sei Dank verstehen wir uns wenigstens ein bisschen."

Hunter: *almost smiling* "Yeah. A little." *his phone buzzes; he answers* "Hunter. ...What? Where? ...No, keep everyone back. I'm coming now." *standing abruptly*

Melanie: *startled by his sudden movement* "Was ist los? Ist etwas passiert?"

Hunter: *already turning away* "I gotta go. Something happened." *pausing, pointing firmly at her, then at the camera* "You. Stay safe. Don't go out to that mill road. Understand? Stay. Here." *gesturing at the table*

Melanie: *not catching the words but reading his urgency, nodding slowly* "Okay... okay. Ich bleibe. Seien Sie vorsichtig, Detektiv."

Hunter: *jogging toward the door, calling over his shoulder* "I'll find someone who speaks German. Don't go anywhere!"

Melanie: *alone again, looking down at the figure in her photograph, whispering* "Wer bist du...?"

Evaluation details

Result

Evaluator

Details

Meta Data

100.00%

Parse dialogue

n/a

dialogue

name

"Melanie"

dialogue

"Das kann doch nicht sein... das war doch gestern noch da..."

detectedLang

"de"

heavyLang

"de"

scores

de	0.8511099079588522
pt	0.5820668693009119
nl	0.4649805447470817
en	0.4364754098360656
it	0.4136460554371002
fr	0.41113490364025695
no	0.3778280542986425
is	0.3648960739030023
es	0.34210526315789475
tl	0.3373493975903614
ro	0.3341404358353511
eu	0.31077694235588976
sl	0.30904522613065327
hr	0.3002544529262086
az	0.27821522309711283
tr	0.26861702127659576
cs	0.26666666666666666
sv	0.26273458445040215
da	0.24657534246575344
ca	0.23822714681440443
yo	0.21428571428571427
pl	0.1863905325443787
vi	0.1863905325443787

reliable

true

passes

true

name

"Hunter"

dialogue

"Excuse me, miss? Mind if I ask you a few questions? Detective Hunter, Alborn PD."

detectedLang

"en"

heavyLang

"en"

scores

en	0.7688104245481294
it	0.6199032480995161
fr	0.5988329686360321
tl	0.5686274509803921
ca	0.5435684647302904
ro	0.5378151260504201
pt	0.5358649789029536
sq	0.4791666666666667
es	0.4701348747591522
no	0.4575936883629191
sv	0.4433198380566802
nl	0.4204425711275026
cs	0.4130202774813233
da	0.4066882416396979
hr	0.3663594470046083
hu	0.3612078977932636
et	0.359720605355064
sl	0.3559718969555035
de	0.302915082382763
pl	0.29577464788732394
ms	0.2724867724867725
tr	0.2724867724867725
yo	0.2724867724867725
sk	0.26861702127659576
lt	0.20863309352517986
fi	0.2005813953488372
is	0.2005813953488372
az	0.19472913616398244
lv	0.19472913616398244
vi	0.19472913616398244
be	0.11290322580645161
eu	0.11290322580645161
uk	0.10277324632952692

reliable

true

passes

true

name

"Melanie"

dialogue

"Oh—hallo. Entschuldigung, ich... ich habe Sie nicht gesehen."

detectedLang

"de"

heavyLang

"de"

scores

de	0.8266296809986131
nl	0.5588235294117647
pl	0.37707641196013286
fi	0.336283185840708
es	0.27884615384615385
sk	0.24849699398797598
eu	0.23469387755102045
ms	0.2299794661190965
cs	0.21052631578947367
it	0.20042643923240938
az	0.1758241758241758
hu	0.1758241758241758
is	0.1758241758241758
da	0.1515837104072398
en	0.1515837104072398
et	0.1515837104072398
no	0.1515837104072398
sv	0.1515837104072398
tr	0.1515837104072398

reliable

true

passes

true

name

"Hunter"

dialogue

"I'm investigating some disappearances around town. You been here long? Notice anything unusual the past few days?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.8093108890057864
tl	0.5527452190006169
fr	0.5405576679340938
pt	0.4573353293413174
nl	0.41813804173354735
ms	0.40082644628099173
ro	0.36010591350397175
es	0.35783879539415414
sq	0.35325602140945583
it	0.35152057245080504
ca	0.2913000977517107
no	0.29060665362035226
cs	0.28711897738446407
hr	0.28430404738400794
sv	0.27860696517412936
lv	0.26619433198380565
et	0.24400417101147026
sk	0.22625400213447172
de	0.22126745435016112
da	0.21959095801937567
is	0.15990730011587484
lt	0.14806110458284372
sl	0.14806110458284372
az	0.13997627520759193
yo	0.12860576923076922
vi	0.12014563106796115
fi	0.07525510204081631

reliable

true

passes

true

name

"Melanie"

dialogue

"Es tut mir leid, ich verstehe nicht... mein Englisch ist nicht so gut. Eigentlich gar nicht."

detectedLang

"de"

heavyLang

"de"

scores

de	0.8307543520309477
nl	0.5278776978417267
no	0.43910256410256415
en	0.3986254295532647
sk	0.30463576158940403
sv	0.2905405405405405
es	0.2857142857142857
ca	0.2818057455540356
hu	0.24892703862660948
hr	0.2467718794835007
da	0.2456896551724138
lt	0.24242424242424243
sl	0.22337278106508876
is	0.21524663677130043
az	0.2033383915022762
ro	0.19969512195121952
yo	0.1935483870967742
lv	0.18604651162790697
pl	0.1796875
hi	0.16798732171156894
cs	0.16
vi	0.15865384615384615
tr	0.1518578352180937
tl	0.1435562805872757
it	0.12060301507537688
ms	0.12060301507537688
fr	0.10714285714285714
pt	0.10714285714285714
sq	0.10102739726027396

reliable

true

passes

true

name

"Hunter"

dialogue

"Disappearances. People. Gone. You see anything?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.8118123914302258
tl	0.5156482861400895
fr	0.4905956112852664
ms	0.3512974051896207
et	0.34343434343434337
pt	0.33127572016460904
ca	0.3172268907563025
nl	0.24418604651162787
sq	0.23529411764705882
es	0.214975845410628
it	0.2111650485436893
cs	0.1935483870967742
lv	0.18546365914786966

reliable

true

passes

true

name

"Melanie"

dialogue

"Verschwunden? Menschen sind verschwunden? Oh Gott, das erklärt vielleicht... das Foto. Schauen Sie, gestern Abend, da war jemand am Waldrand, und heute—"

detectedLang

"de"

heavyLang

"de"

scores

de	0.8197837404885863
nl	0.5622568093385214
sv	0.4325346784363178
da	0.4027869940278699
pt	0.3955674949630624
ro	0.3728222996515679
en	0.3670886075949367
no	0.3440233236151603
es	0.3227990970654628
it	0.26769731489015464
fr	0.2549668874172185
et	0.2537313432835821
ca	0.2524916943521595
tr	0.24812030075187969
tl	0.24496644295302009
is	0.2173913043478261
yo	0.21397379912663753
fi	0.2125984251968504
pl	0.20913884007029876
sl	0.1818181818181818
hr	0.16434540389972147
hu	0.16356877323420074
az	0.15492957746478872
sq	0.13378248315688163
eu	0.12109375000000001
ms	0.08906882591093118
hi	0.08814589665653494
lt	0.07881269191402251
sk	0.07692307692307693
lv	0.06542056074766354
vi	0.06542056074766354
cs	0.06152241918665276

reliable

true

passes

true

name

"Hunter"

dialogue

"Whoa, slow down. I got maybe one word out of that. 'Foto'—you mean a photo? You got a photo?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.7968349016253208
tl	0.5981387478849408
cs	0.45899772209567197
hr	0.41574415744157445
yo	0.40176322418136023
pl	0.4010088272383354
da	0.39567430025445294
no	0.39413265306122447
fr	0.39258312020460356
nl	0.38391699092088194
ca	0.3658210947930574
it	0.3356643356643356
ro	0.3252840909090909
is	0.3233618233618234
hu	0.31948424068767906
sq	0.302496328928047
sk	0.2983751846381093
sv	0.2973372781065089
de	0.24000000000000002
tr	0.23633440514469453
lt	0.23387096774193547
pt	0.22764227642276424
az	0.21875
lv	0.21875
vi	0.21875
es	0.21746293245469525
et	0.2096505823627288
sl	0.1592920353982301
hi	0.1394927536231884
be	0.12844036697247707
eu	0.12844036697247707
fi	0.1171003717472119
ms	0.1171003717472119
uk	0.1171003717472119

reliable

true

passes

true

name

"Melanie"

dialogue

"Ja, ja! Foto! Hier, sehen Sie. Diese Person. Ich wollte nur den Sonnenuntergang fotografieren, aber da war jemand. Und jetzt fühle ich mich... ich weiß nicht... beobachtet."

detectedLang

"de"

heavyLang

"de"

scores

de	0.8250583138953682
nl	0.5095749649696404
da	0.4801980198019802
no	0.4351802044109737
pl	0.3689903846153846
ca	0.34984520123839014
en	0.33375634517766495
sv	0.32605905006418484
et	0.32214331826985154
ro	0.31862426995457493
es	0.317738791423002
sq	0.31282722513089006
sk	0.3101182654402102
eu	0.3087557603686636
it	0.3055555555555556
cs	0.2981283422459893
pt	0.29765886287625415
ms	0.29006085192697767
sl	0.2842535787321063
tr	0.2698191933240611
lv	0.2631578947368421
hr	0.26212227687983136
tl	0.2369186046511628
fr	0.22566371681415928
fi	0.18667699457784664
yo	0.1847826086956522
az	0.1758241758241758
is	0.16534181240063595
lt	0.15865384615384615
hu	0.05660377358490566
vi	0.05660377358490566

reliable

true

passes

true

name

"Hunter"

dialogue

"This person. When? When did you take this?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.8325358851674642
tl	0.6924428822495607
sv	0.4883040935672514
no	0.47447447447447455
da	0.4582043343653251
sq	0.4582043343653251
de	0.45482866043613707
pt	0.44089456869009586
cs	0.43910256410256415
is	0.4336569579288026
ca	0.33962264150943394
es	0.3346007604562738
it	0.3346007604562738
ms	0.3346007604562738
fr	0.32432432432432434
ro	0.32432432432432434
sl	0.308300395256917
lv	0.3
nl	0.3
lt	0.29149797570850206
tr	0.2768595041322314
hu	0.2647058823529412
az	0.25213675213675213
et	0.25213675213675213
hr	0.25213675213675213
pl	0.25213675213675213
sk	0.25213675213675213

reliable

true

passes

true

name

"Melanie"

dialogue

"Gestern. Achtzehn Uhr dreißig. Ich war ganz allein, dachte ich."

detectedLang

"de"

heavyLang

"de"

scores

de	0.7916666666666666
nl	0.6536796536796536
en	0.4143484626647145
fr	0.38461538461538464
it	0.30434782608695654
no	0.29328621908127206
is	0.28186714542190305
tl	0.2687385740402194
sk	0.2366412213740458
pl	0.22330097087378642
da	0.19678714859437751
sv	0.19678714859437751
pt	0.18533604887983707
ca	0.17695473251028807
et	0.17355371900826447
es	0.16666666666666666
ro	0.15074309978768577
fi	0.14893617021276595

reliable

true

passes

true

name

"Hunter"

dialogue

"Listen, I'm gonna need this. The photo. Can you—"

detectedLang

"en"

heavyLang

"en"

scores

en	0.7852541159627774
tl	0.5821727019498607
fr	0.5245641838351823
fi	0.5024875621890548
no	0.47643979057591623
et	0.4633273703041145
da	0.4545454545454546
sv	0.44751381215469616
cs	0.43289224952741023
nl	0.39999999999999997
de	0.38271604938271603
it	0.33774834437086093
tr	0.32432432432432434
sq	0.3197278911564626
eu	0.2805755395683453
yo	0.2628992628992629
lv	0.2227979274611399
hu	0.21052631578947367
ms	0.20634920634920634
az	0.20424403183023873
ca	0.20424403183023873
hi	0.20424403183023873
hr	0.2
is	0.1891891891891892
pl	0.18256130790190736
es	0.17355371900826447
pt	0.17355371900826447
ro	0.17355371900826447
sk	0.16434540389972147
sl	0.16434540389972147

reliable

true

passes

true

name

"Melanie"

dialogue

"Nein, bitte, nicht meine Kamera—das ist alles, was ich habe von der Reise. Aber ich kann... ich kann es Ihnen schicken? E-Mail?"

detectedLang

"de"

heavyLang

"de"

scores

de	0.8349108518600044
nl	0.6050552922590837
no	0.5726495726495726
et	0.48735475051264526
da	0.4533527696793003
it	0.4131455399061033
fr	0.3765586034912718
es	0.3483927019982624
is	0.3345164152617569
pt	0.3321460373998219
en	0.32493249324932494
ca	0.31569343065693434
sv	0.31444241316270566
sk	0.2890995260663507
tr	0.28842504743833014
ro	0.2632612966601179
hu	0.25
tl	0.21465968586387435
yo	0.21135646687697163
pl	0.20802534318901794
lv	0.19614147909967844
cs	0.19093851132686085
lt	0.17400881057268722
sq	0.16666666666666666
ms	0.15824915824915825
hr	0.15730337078651685
sl	0.15349887133182843
fi	0.1506228765571914
hi	0.12383177570093458
az	0.07749077490774908

reliable

true

passes

true

name

"Hunter"

dialogue

"I'm not taking your camera, relax. Just the picture. Email. You understand email?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.7891699955614736
tl	0.6512481644640236
sv	0.5593692022263451
no	0.5306324110671937
nl	0.5143149284253579
de	0.5
da	0.47973713033954
fr	0.4626696832579186
ro	0.4444444444444444
cs	0.4411764705882353
sq	0.42771084337349397
ms	0.39797211660329534
it	0.39567430025445294
ca	0.3484224965706447
pl	0.34210526315789475
tr	0.3356643356643356
sk	0.3155619596541787
yo	0.2725880551301685
et	0.2669753086419753
es	0.2647058823529412
pt	0.24363057324840762
sl	0.24121405750798725
hr	0.23387096774193547
is	0.23387096774193547
eu	0.17247386759581881
fi	0.14414414414414414

reliable

true

passes

true

name

"Melanie"

dialogue

"Ja, E-Mail, das verstehe ich. Gott sei Dank verstehen wir uns wenigstens ein bisschen."

detectedLang

"de"

heavyLang

"de"

scores

de	0.8245907116605412
pt	0.5299910474485229
sv	0.5143385753931544
nl	0.4230769230769231
da	0.42244224422442245
no	0.4020501138952164
is	0.3823529411764706
fi	0.3667068757539204
it	0.358974358974359
et	0.35424354243542433
sq	0.3510506798516687
pl	0.3453865336658354
ca	0.34045226130653267
hu	0.2953020134228188
fr	0.2866847826086956
sk	0.2837653478854025
en	0.279835390946502
yo	0.2647058823529412
lv	0.2532005689900427
ro	0.2222222222222222
sl	0.21875
lt	0.21524663677130043
tr	0.21171171171171171
es	0.2081447963800905
az	0.18856259659969088
eu	0.1796875
hr	0.10714285714285714
tl	0.10714285714285714

reliable

true

passes

true

name

"Hunter"

dialogue

"Hunter. ...What? Where? ...No, keep everyone back. I'm coming now."

detectedLang

"en"

heavyLang

"en"

scores

en	0.8250932835820896
tl	0.5530393325387366
pt	0.44029850746268656
ca	0.43438914027149317
no	0.39903846153846156
de	0.3902439024390244
es	0.38825448613376834
fr	0.38825448613376834
it	0.3872549019607844
da	0.3055555555555556
nl	0.2951127819548872
ro	0.2951127819548872
tr	0.2816091954022989
sq	0.267578125
lv	0.258893280632411
hr	0.21218487394957983
sk	0.19527896995708155
pl	0.16666666666666666
sv	0.15730337078651685
ms	0.1359447004608295
sl	0.1359447004608295

reliable

true

passes

true

name

"Melanie"

dialogue

"Was ist los? Ist etwas passiert?"

detectedLang

"de"

heavyLang

"de"

scores

de	0.8316498316498316
en	0.5370370370370371
nl	0.5073891625615764
ca	0.49874686716791977
it	0.49874686716791977
no	0.4708994708994709
es	0.45652173913043476
hi	0.3464052287581699
pt	0.34210526315789475
fr	0.3288590604026846
tr	0.3197278911564626
yo	0.30313588850174217
da	0.2907801418439716
sv	0.2805755395683453
et	0.24528301886792453
is	0.24528301886792453
ms	0.24528301886792453

reliable

true

passes

true

name

"Hunter"

dialogue

"You. Stay safe. Don't go out to that mill road. Understand? Stay. Here."

detectedLang

"en"

heavyLang

"en"

scores

en	0.818753020782987
tl	0.6204453441295545
no	0.5198463508322664
da	0.5192307692307693
pl	0.46120689655172414
cs	0.438622754491018
sk	0.37080536912751677
yo	0.36332767402376914
sv	0.36006825938566556
de	0.3397887323943662
nl	0.3218806509945751
lv	0.2454728370221328
sl	0.24395161290322584
hr	0.23625254582484725
lt	0.21711899791231734
sq	0.21052631578947367
is	0.1648106904231626
ro	0.1648106904231626

reliable

true

passes

true

name

"Melanie"

dialogue

"Okay... okay. Ich bleibe. Seien Sie vorsichtig, Detektiv."

detectedLang

"de"

heavyLang

"de"

scores

de	0.8023114355231143
no	0.5383522727272727
pl	0.411231884057971
nl	0.367704280155642
tl	0.35258964143426297
ca	0.34210526315789475
da	0.33127572016460904
az	0.3200836820083682
sq	0.3186582809224318
sv	0.3186582809224318
cs	0.30257510729613735
sk	0.27616926503340755
tr	0.2316784869976359
es	0.22802850356294538
en	0.21307506053268765
pt	0.21307506053268765
it	0.20147420147420148
ro	0.181360201511335
et	0.1751269035532995
hr	0.1751269035532995
sl	0.1751269035532995

reliable

true

passes

true

name

"Hunter"

dialogue

"I'll find someone who speaks German. Don't go anywhere!"

detectedLang

"en"

heavyLang

"en"

scores

en	0.7933884297520661
tl	0.5341614906832298
ro	0.30037313432835816
de	0.28977272727272724
es	0.2829827915869981
sq	0.2829827915869981
et	0.2704280155642024
pl	0.22360248447204967
da	0.21052631578947367
ca	0.1830065359477124
it	0.1830065359477124
nl	0.17218543046357618
pt	0.17218543046357618
yo	0.17035398230088497
az	0.15730337078651685
ms	0.15730337078651685
sv	0.15730337078651685
tr	0.15730337078651685

reliable

true

passes

true

name

"Melanie"

dialogue

"Wer bist du...?"

detectedLang

"de"

heavyLang

"de"

scores

de	0.8210023866348448
fr	0.6666666666666666
eu	0.6543778801843317
da	0.6268656716417911
sv	0.6052631578947368
no	0.5810055865921787
vi	0.5689655172413793
lt	0.5614035087719298

reliable

true

passes

true