Run: 2026-06-01-01KT1H231CJPB9X0Y2K3GC6S21

Run Details

Model:: Claude Opus 4.8 (Reasoning, Low)
Test:: Language Writing
Scenario:: Character dialogue (German) in a story
Duration:: 25.2s
Cost:: $0.033580
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: *flipping through photos on her camera, murmuring to herself* "Das kann doch nicht sein... das war doch gestern noch ganz normal..."

Hunter: "Excuse me, miss? Mind if I sit down? Detective Hunter, Alborn PD. I'd like to ask you a few questions."

Melanie: *looking up, startled* "Oh—ein Polizist? Gott sei Dank. Sie müssen sich das ansehen, bitte. Ich habe etwas fotografiert, aber ich weiß nicht, was das ist."

Hunter: "...I'm sorry, I didn't catch any of that. Do you speak English?"

Melanie: "Englisch? Nein, tut mir leid, ich spreche kein Englisch. Aber sehen Sie—hier, auf dem Foto!" *turning the camera screen toward him, hands trembling*

Hunter: "Okay, okay, slow down. You're showing me a photo. That's the old mill road, right? By the festival grounds?"

Melanie: "Ja, ja, genau dort! Ich war dort, um Landschaftsaufnahmen zu machen, und dann... da war jemand. Und dann plötzlich nicht mehr. Verstehen Sie? Einfach weg!"

Hunter: *rubbing his temples* "I have absolutely no idea what you just said. But you look pretty shaken up. Did you see something out there?"

Melanie: *nodding emphatically* "Ja! Verschwunden! Einfach verschwunden! Wie die anderen, von denen alle reden!"

Hunter: "Verschwunden. That's... vanished? Disappeared?" *leaning forward* "Did someone disappear?"

Melanie: *grasping at his recognition* "Ja! Verschwunden, ja! Sehen Sie, hier—" *pointing frantically at the screen* "—und auf dem nächsten Bild ist niemand mehr da!"

Hunter: "Hold on, let me see that again. There's a figure here, and on the next shot... nothing. When did you take these?"

Melanie: "Gestern Abend. Gegen sechs Uhr. Ich schwöre, ich habe nichts angefasst, ich habe nur fotografiert—"

Hunter: *holding up a hand* "I'm gonna need someone who speaks German. This is important. Don't delete anything, okay? Nothing." *miming a deleting gesture and shaking his head* "No delete. Understand?"

Melanie: *catching the gesture, nodding slowly* "Nicht löschen. Ja. Verstanden. Ich lösche nichts."

Hunter: "Good. Okay. Good." *his phone buzzes; he answers* "Hunter. ...What? When? ...Where exactly?" *standing abruptly* "I'll be there in five."

Melanie: *alarmed* "Was ist los? Ist etwas passiert? Bitte, gehen Sie nicht—"

Hunter: "I have to go. Listen—stay here. Right here." *pointing firmly at the table* "Stay. I'll bring back someone who can talk to you. Don't move."

Melanie: "Sie kommen wieder? Bitte sagen Sie mir, dass Sie wiederkommen."

Hunter: *already backing away, pointing at the camera then at her* "That camera. Keep it safe." *and he's gone, the café door swinging shut behind him.*

Melanie: *alone, clutching the camera to her chest, whispering* "...Bitte beeil dich."

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 ganz normal..."

detectedLang

"de"

heavyLang

"de"

scores

de	0.8441994247363375
pt	0.5454545454545454
en	0.5213549337260678
nl	0.47833065810593905
fr	0.43965517241379315
ca	0.4025735294117647
es	0.3959107806691449
ro	0.3902439024390244
tl	0.3879472693032015
cs	0.3285123966942149
is	0.3271221532091097
sv	0.3257261410788381
it	0.3143459915611814
no	0.30257510729613735
tr	0.30257510729613735
az	0.2903930131004367
ms	0.28414096916299564
eu	0.1709183673469388
lv	0.1709183673469388
da	0.16237113402061853
fi	0.16237113402061853
lt	0.16237113402061853
sq	0.16237113402061853
et	0.15364583333333331
hr	0.15364583333333331
pl	0.15364583333333331
sk	0.15364583333333331
sl	0.15364583333333331

reliable

true

passes

true

name

"Hunter"

dialogue

"Excuse me, miss? Mind if I sit down? Detective Hunter, Alborn PD. I'd like to ask you a few questions."

detectedLang

"en"

heavyLang

"en"

scores

en	0.7701736465781409
it	0.5706106870229007
fr	0.5487967914438503
tl	0.5463709677419355
no	0.5417515274949084
ca	0.4924812030075188
ro	0.4866920152091255
pt	0.48473282442748095
da	0.47511664074650073
cs	0.4341994970662196
sq	0.42845046570702794
es	0.4196044711951848
sv	0.3935309973045822
hr	0.39134355275022537
sl	0.38636363636363635
nl	0.3715083798882682
pl	0.3515850144092219
yo	0.33693516699410614
sk	0.33102081268582756
hu	0.3154158215010142
et	0.31402439024390244
lv	0.2741935483870968
lt	0.2694805194805195
de	0.2614879649890591
ms	0.23382519863791143
tr	0.23382519863791143
fi	0.16974169741697415
is	0.16974169741697415
az	0.1646039603960396
vi	0.1646039603960396
be	0.09395973154362416
eu	0.09395973154362416
uk	0.08536585365853659

reliable

true

passes

true

name

"Melanie"

dialogue

"Oh—ein Polizist? Gott sei Dank. Sie müssen sich das ansehen, bitte. Ich habe etwas fotografiert, aber ich weiß nicht, was das ist."

detectedLang

"de"

heavyLang

"de"

scores

de	0.8236331569664903
nl	0.5061728395061729
no	0.4715984147952444
sv	0.37694704049844235
pl	0.3532740501212611
pt	0.35275080906148865
tr	0.32716568544995794
da	0.32603201347935973
it	0.3191489361702128
sk	0.2982456140350877
cs	0.28888888888888886
et	0.28825622775800713
ca	0.27206551410373064
en	0.27007299270072993
az	0.24242424242424243
sl	0.22178988326848248
hr	0.21951219512195122
sq	0.21337266470009833
lt	0.2102665350444225
ro	0.20948616600790515
lv	0.20870425321463898
eu	0.20713577799801783
es	0.19759277833500502
is	0.1927346115035318
fi	0.17695473251028807
fr	0.14984059511158343
ms	0.14984059511158343
hi	0.11699779249448124
yo	0.09808342728297632
hu	0.08571428571428572
tl	0.08571428571428572

reliable

true

passes

true

name

"Hunter"

dialogue

"...I'm sorry, I didn't catch any of that. Do you speak English?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.8167313497197067
tl	0.6031746031746031
hr	0.4378306878306878
no	0.43029490616621985
cs	0.4264507422402159
sv	0.41460055096418735
it	0.40559440559440557
yo	0.39544807965860596
ca	0.38936781609195403
pl	0.3876080691642651
pt	0.37591776798825255
sq	0.371301775147929
de	0.3511450381679389
da	0.33176100628930816
sk	0.32432432432432434
vi	0.2904841402337229
ro	0.27597955706984667
is	0.26343154246100525
nl	0.22867513611615245
sl	0.22018348623853207
fr	0.17635658914728683
ms	0.1448692152917505
be	0.1414141414141414
tr	0.1414141414141414
hu	0.1361788617886179
az	0.1290983606557377
et	0.1290983606557377
lt	0.1290983606557377
lv	0.1290983606557377
uk	0.1290983606557377

reliable

true

passes

true

name

"Melanie"

dialogue

"Englisch? Nein, tut mir leid, ich spreche kein Englisch. Aber sehen Sie—hier, auf dem Foto!"

detectedLang

"de"

heavyLang

"de"

scores

de	0.8179379072441547
nl	0.5046923879040667
no	0.4164619164619165
da	0.4077306733167082
hr	0.3933588761174968
pl	0.3790849673202614
sk	0.3606998654104979
ro	0.3356643356643356
sl	0.2824773413897281
sv	0.27480916030534347
en	0.24841772151898736
it	0.21746293245469525
eu	0.19491525423728812
lt	0.1592920353982301
fi	0.15630550621669628
fr	0.15630550621669628
ms	0.1316270566727605
is	0.12683823529411764
lv	0.1171003717472119
ca	0.11048689138576778
cs	0.11048689138576778
es	0.11048689138576778
et	0.11048689138576778
pt	0.11048689138576778

reliable

true

passes

true

name

"Hunter"

dialogue

"Okay, okay, slow down. You're showing me a photo. That's the old mill road, right? By the festival grounds?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.7957516339869282
tl	0.6816097809475292
fr	0.5727956254272044
cs	0.46259673258813416
sq	0.45793581960104074
no	0.45271453590192645
nl	0.44493783303730017
da	0.4429590017825312
pt	0.40702087286527516
es	0.4001919385796545
ms	0.3926141885325559
it	0.39202334630350194
sk	0.38057482656095143
sl	0.3686868686868687
ca	0.35367114788004134
sv	0.3503118503118503
hr	0.3336886993603412
yo	0.32432432432432434
pl	0.31394072447859495
et	0.3093922651933701
ro	0.2913832199546485
hu	0.26297169811320753
de	0.25239234449760767
lt	0.24969987995198079
fi	0.2433414043583535
az	0.23124231242312424
lv	0.17546174142480211
hi	0.10968660968660969
tr	0.10968660968660969
is	0.10714285714285714
eu	0.10071942446043164
vi	0.10071942446043164

reliable

true

passes

true

name

"Melanie"

dialogue

"Ja, ja, genau dort! Ich war dort, um Landschaftsaufnahmen zu machen, und dann... da war jemand. Und dann plötzlich nicht mehr. Verstehen Sie? Einfach weg!"

detectedLang

"de"

heavyLang

"de"

scores

de	0.8328238440962935
nl	0.4608749229821319
is	0.3794326241134752
da	0.34161023325808876
en	0.3289877300613497
sv	0.3253662297609869
pt	0.32327919566898683
pl	0.29718875502008035
eu	0.2696160267111853
no	0.2297535211267606
fi	0.21594982078853048
yo	0.21383647798742136
sq	0.2110009017132552
fr	0.2023701002734731
sk	0.19205909510618652
tl	0.19205909510618652
sl	0.1883116883116883
ro	0.18680297397769516
it	0.17061611374407584
ca	0.1610738255033557
az	0.15865384615384615
ms	0.15295256534365925
et	0.14965986394557826
es	0.12587412587412586
hr	0.11883182275931521
lv	0.11616161616161616
tr	0.10348360655737705
cs	0.10256410256410256
lt	0.08088235294117647
hu	0.07602956705385427
vi	0.06716417910447761

reliable

true

passes

true

name

"Hunter"

dialogue

"I have absolutely no idea what you just said. But you look pretty shaken up. Did you see something out there?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.8244192328471097
tl	0.5181616011860637
ca	0.4905956112852664
es	0.4352736750651607
sv	0.41282746160794936
et	0.4074749316317229
pt	0.39981532779316714
da	0.3902439024390244
sk	0.3890977443609023
sq	0.3873704052780396
lv	0.34804413239719156
no	0.34343434343434337
it	0.34277047522750254
nl	0.3374108053007136
hr	0.336734693877551
de	0.32150313152400833
ro	0.3186582809224318
cs	0.27455357142857145
fr	0.2511520737327189
fi	0.2450638792102207
pl	0.236192714453584
tr	0.19554455445544552
ms	0.19254658385093168
sl	0.12162162162162163
yo	0.11804613297150611
be	0.09722222222222222
hu	0.09344490934449094
az	0.08835904628330996
is	0.08835904628330996
lt	0.08835904628330996
uk	0.08835904628330996
vi	0.08835904628330996

reliable

true

passes

true

name

"Melanie"

dialogue

"Ja! Verschwunden! Einfach verschwunden! Wie die anderen, von denen alle reden!"

detectedLang

"de"

heavyLang

"de"

scores

de	0.8163353500432152
nl	0.7282608695652174
da	0.6550324675324676
no	0.6215494211932324
tr	0.5449678800856531
sv	0.5319383259911894
es	0.5283018867924528
ca	0.4897959183673469
fi	0.47595561035758327
eu	0.41460055096418735
is	0.38405797101449274
pl	0.3609022556390977
sq	0.3348982785602504
it	0.31006493506493504
hu	0.2928452579034942
sk	0.28087986463620984
yo	0.2772108843537415
sl	0.27597955706984667
et	0.2659758203799654
pt	0.24645390070921988
ro	0.24645390070921988
lv	0.21296296296296297
cs	0.16173570019723865
lt	0.1533864541832669
en	0.1290983606557377
fr	0.1290983606557377
az	0.121900826446281

reliable

true

passes

true

name

"Hunter"

dialogue

"Did someone disappear?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.7838616714697406
nl	0.4117647058823529
ms	0.3951612903225807
it	0.3670886075949367
es	0.34210526315789475
pt	0.34210526315789475
fr	0.33920704845814975

reliable

true

passes

true

name

"Melanie"

dialogue

"—und auf dem nächsten Bild ist niemand mehr da!"

detectedLang

"de"

heavyLang

"de"

scores

de	0.841855561412757
da	0.5821727019498607
sv	0.511400651465798
no	0.5016611295681063
nl	0.4983277591973244
eu	0.44547134935304994
fi	0.402390438247012
tr	0.3939393939393939
pl	0.36575052854122625
ro	0.3212669683257918
pt	0.29577464788732394
sl	0.2907801418439716
hr	0.2822966507177033
it	0.2647058823529412
az	0.26108374384236455
hi	0.26108374384236455
lv	0.2227979274611399
en	0.21875
hu	0.21052631578947367
fr	0.2
yo	0.2
es	0.17355371900826447
tl	0.17355371900826447
vi	0.17355371900826447

reliable

true

passes

true

name

"Hunter"

dialogue

"Hold on, let me see that again. There's a figure here, and on the next shot... nothing. When did you take these?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.836230788611741
tl	0.5581237253569
sq	0.4693877551020409
fr	0.4546979865771812
et	0.4257950530035336
nl	0.4025735294117647
da	0.385633270321361
yo	0.38095238095238093
cs	0.37917860553963706
it	0.365234375
sl	0.35707220573689413
no	0.3333333333333333
ca	0.32432432432432434
es	0.3179433368310598
ms	0.3179433368310598
pt	0.31362196409714893
fi	0.30703624733475476
ro	0.3055555555555556
de	0.26636568848758463
sk	0.23976608187134502
hr	0.23529411764705882
pl	0.22526817640047678
hu	0.1935483870967742
sv	0.17825537294563845
hi	0.11444141689373298
lt	0.11202185792349727
tr	0.10591471801925723
is	0.10344827586206896
az	0.09722222222222222
eu	0.09722222222222222
lv	0.09722222222222222
vi	0.09722222222222222

reliable

true

passes

true

name

"Melanie"

dialogue

"Gestern Abend. Gegen sechs Uhr. Ich schwöre, ich habe nichts angefasst, ich habe nur fotografiert—"

detectedLang

"de"

heavyLang

"de"

scores

de	0.8043052837573386
nl	0.5085995085995086
sv	0.45750452079566006
no	0.38837920489296635
sk	0.34711643090315564
ca	0.3428258488499452
it	0.31584948688711517
tr	0.3135011441647597
es	0.3079584775086505
ro	0.3006993006993007
pl	0.2831541218637993
cs	0.2805755395683453
en	0.26560587515299877
pt	0.26199261992619927
fr	0.2537313432835821
hr	0.2518703241895262
sl	0.2518703241895262
ms	0.20948616600790515
tl	0.20948616600790515
sq	0.1836734693877551
lt	0.17355371900826447
et	0.16897506925207756
lv	0.16897506925207756
da	0.16434540389972147
yo	0.12790697674418602
is	0.11764705882352942
az	0.08952959028831564

reliable

true

passes

true

name

"Hunter"

dialogue

"No delete. Understand?"

detectedLang

"no"

heavyLang

"en"

scores

no	0.786628733997155
en	0.7819767441860466
da	0.7104247104247103
sv	0.6495327102803737
nl	0.620253164556962
pt	0.592391304347826
ro	0.5901639344262295
es	0.576271186440678
ca	0.5738636363636364
de	0.5626822157434402
sk	0.5454545454545454
tr	0.5207667731629393
pl	0.504950495049505
tl	0.5
it	0.494949494949495
lv	0.46619217081850534
hr	0.402390438247012
cs	0.358974358974359
hu	0.358974358974359
et	0.3333333333333333
sl	0.3333333333333333
is	0.33035714285714285
sq	0.3087557603686636

reliable

true

passes

true

name

"Melanie"

dialogue

"Nicht löschen. Ja. Verstanden. Ich lösche nichts."

detectedLang

"de"

heavyLang

"de"

scores

de	0.839142091152815
nl	0.7177798682972718
sv	0.6677740863787376
da	0.5391705069124424
sq	0.4800693240901213
sk	0.4708994708994709
pl	0.46619217081850534
ca	0.4350282485875706
no	0.42748091603053434
et	0.41972920696324956
fi	0.4140625
it	0.4106090373280943
es	0.40711462450592883
tr	0.375
hu	0.3697478991596639
cs	0.3464052287581699
sl	0.3227990970654628
ro	0.3212669683257918
lt	0.3181818181818182
en	0.3023255813953488
fr	0.29577464788732394
is	0.29577464788732394
pt	0.29577464788732394
lv	0.27710843373493976
yo	0.2
az	0.16434540389972147
hr	0.16434540389972147

reliable

true

passes

true

name

"Hunter"

dialogue

"I'll be there in five."

detectedLang

"en"

heavyLang

"en"

scores

en	0.8269896193771626
de	0.6842105263157895
yo	0.5689655172413793
nl	0.5098039215686274
sl	0.506578947368421
it	0.494949494949495
ro	0.4863013698630137
hu	0.43820224719101125
lt	0.42748091603053434
sv	0.4163424124513619
tl	0.38271604938271603
az	0.358974358974359
pl	0.358974358974359
sq	0.34210526315789475
ms	0.3333333333333333

reliable

true

passes

true

name

"Melanie"

dialogue

"Was ist los? Ist etwas passiert? Bitte, gehen Sie nicht—"

detectedLang

"de"

heavyLang

"de"

scores

de	0.8431618569636136
nl	0.5932754880694143
it	0.4221879815100154
no	0.4028662420382166
en	0.3822075782537067
ca	0.3466898954703833
et	0.3218806509945751
es	0.3093922651933701
da	0.2951127819548872
eu	0.23469387755102045
pl	0.2299794661190965
hi	0.2203742203742204
pt	0.21711899791231734
cs	0.21052631578947367
fr	0.20718816067653278
tr	0.20042643923240938
fi	0.19006479481641467
yo	0.1883116883116883
sv	0.17218543046357618
is	0.14772727272727273
ms	0.14772727272727273

reliable

true

passes

true

name

"Hunter"

dialogue

"Stay. I'll bring back someone who can talk to you. Don't move."

detectedLang

"en"

heavyLang

"en"

scores

en	0.8186653771760154
tl	0.5572609208972845
da	0.44362017804154297
no	0.37913907284768217
cs	0.3578767123287671
hr	0.336283185840708
sv	0.3339253996447602
de	0.3131868131868132
es	0.28842504743833014
pt	0.28842504743833014
yo	0.267578125
pl	0.2647058823529412
sk	0.26035502958579887
lv	0.2454728370221328
sl	0.24395161290322584
nl	0.23935091277890466
lt	0.21711899791231734
ms	0.19700214132762314
az	0.17035398230088497
ca	0.17035398230088497
tr	0.17035398230088497

reliable

true

passes

true

name

"Melanie"

dialogue

"Sie kommen wieder? Bitte sagen Sie mir, dass Sie wiederkommen."

detectedLang

"de"

heavyLang

"de"

scores

de	0.8236570808464461
da	0.6922348484848485
no	0.6451965065502184
sv	0.6079613992762364
nl	0.5435393258426966
et	0.481658692185008
pl	0.41651705565529623
es	0.32432432432432434
fi	0.2459396751740139
hr	0.23529411764705882
hu	0.2034313725490196
it	0.1875
lv	0.181360201511335
pt	0.181360201511335

reliable

true

passes

true

name

"Hunter"

dialogue

"That camera. Keep it safe."

detectedLang

"en"

heavyLang

"en"

scores

en	0.8076923076923077
tl	0.6231155778894472
it	0.512987012987013
ro	0.512987012987013
ca	0.40476190476190477
es	0.39759036144578314
lv	0.3644067796610169
sq	0.3644067796610169
sv	0.35344827586206895
fr	0.336283185840708
nl	0.336283185840708
yo	0.336283185840708
de	0.32432432432432434
ms	0.32432432432432434

reliable

true

passes

true

name

"Melanie"

dialogue

"...Bitte beeil dich."

detectedLang

"de"

heavyLang

"de"

scores

de	0.7895622895622896
et	0.4747899159663866
nl	0.40191387559808617
da	0.375
it	0.375
no	0.375

reliable

true

passes

true