Run: 2026-05-01-01KQHSJ6DBXQMBY820VXPJ2HRA

Run Details

Model:: Grok 4.20 (Reasoning)
Test:: Language Writing
Scenario:: Character dialogue (German) in a story
Duration:: 36.1s
Cost:: $0.006199
Provider:: xAI

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

**Scene:**

Melanie sat in the sunlit window of the little café on Main Street in Alborn, MN, absently scrolling through the landscape photos on her camera. The apple festival banners still fluttered outside, though the cheerful atmosphere of the previous weekend now felt tainted.

Heavy footsteps approached. Hunter stopped at her table, his expression serious.

Hunter: "Afternoon, ma'am. Detective Hunter. I understand you were taking pictures all over town last weekend. Did you notice anything unusual at the apple festival? We've had a disappearance, and I'm hoping your camera might have caught something the rest of us missed."

Melanie looked up, visibly shaken. Her hands trembled slightly around the camera as she answered in rapid, anxious German.

Melanie: "Es war schrecklich... Ich habe durch den Sucher geschaut und plötzlich war die Frau einfach weg. Wie vom Erdboden verschluckt. Ich dachte, ich hätte Schatten gesehen, aber das Licht war so seltsam und jetzt kann ich nicht mehr schlafen."

Hunter stared at her, brow furrowed in confusion.

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

Melanie: "Nein, kein Englisch... nur Deutsch. Schauen Sie hier — auf dem Display. Sehen Sie die unscharfe Stelle? Das war genau in dem Moment, als sie verschwand. Ich habe solche Angst."

Hunter: "Slow down. Camera. Photos. Missing woman. You saw her?"

Melanie: "Ja, die Frau mit dem roten Schal. Und dann war da dieser Mann... ich glaube, er hat sie beobachtet. Alles ist so verschwommen in meinem Kopf. Ich wollte nur schöne Landschaftsfotos machen, nicht das hier."

Hunter: "I can see you're upset. If you could just point at the pictures and show me what—"

Melanie: "Hier, sehen Sie selbst. Aber bitte seien Sie vorsichtig. Ich spüre, dass etwas Böses in dieser Stadt ist."

The two continued for several minutes—Hunter trying to read her expressions and gestures while Melanie grew more agitated, flipping through photos and repeating key German phrases. Hunter was clearly frustrated by the language barrier but remained patient, leaning in to study the images she showed him.

Suddenly his phone buzzed. He glanced at the screen and his posture stiffened.

Hunter: "This is important. I have to take this call. Stay in town. We'll find a translator and speak again soon. Don't go anywhere alone."

Hunter gave her one last nod, then turned and strode quickly out of the café, phone already to his ear, leaving Melanie alone with her camera and her unspoken fears.

Evaluation details

Result

Evaluator

Details

Meta Data

100.00%

Parse dialogue

n/a

dialogue

name

"Hunter"

dialogue

"Afternoon, ma'am. Detective Hunter. I understand you were taking pictures all over town last weekend. Did you notice anything unusual at the apple festival? We've had a disappearance, and I'm hoping your camera might have caught something the rest of us missed."

detectedLang

"en"

heavyLang

"en"

scores

en	0.7883175849797521
tl	0.6245102307357423
nl	0.5468873128447597
da	0.5364149422198333
no	0.5181564245810056
fr	0.49561403508771934
de	0.4359058207979072
sv	0.4278606965174129
it	0.4272908366533864
pt	0.4140625
es	0.41065937820293813
ro	0.39811584089323104
ca	0.3974851554313657
sq	0.3347473968376398
ms	0.33268858800773693
et	0.32273262661955243
cs	0.319258089976322
sk	0.3072289156626506
hr	0.27733556765814826
yo	0.2761225346202266
pl	0.2430890741553313
sl	0.2374005305039788
is	0.20689655172413793
lv	0.18747056052755534
az	0.15482606565409113
tr	0.14476945959345563
hu	0.14392059553349876
fi	0.141363862618218
lt	0.13577154308617234
vi	0.07158234660925726
be	0.03899721448467967
eu	0.03899721448467967
uk	0.03523489932885906

reliable

true

passes

true

name

"Melanie"

dialogue

"Es war schrecklich... Ich habe durch den Sucher geschaut und plötzlich war die Frau einfach weg. Wie vom Erdboden verschluckt. Ich dachte, ich hätte Schatten gesehen, aber das Licht war so seltsam und jetzt kann ich nicht mehr schlafen."

detectedLang

"de"

heavyLang

"de"

scores

de	0.8305387085265786
nl	0.5697463768115942
no	0.31654676258992803
sv	0.31292189006750243
en	0.2864296444667
da	0.25275301520713167
fi	0.22003284072249588
is	0.1940045248868778
et	0.18757126567844926
ca	0.17295414973882764
cs	0.17102966841186737
ro	0.15530527563722585
eu	0.1436298076923077
sk	0.13897280966767372
pt	0.13845223700120918
it	0.13793103448275862
yo	0.1305674191580232
es	0.12844036697247707
pl	0.11928306551297899
hu	0.10881801125703565
lt	0.10546139359698682
tl	0.10094637223974762
fr	0.10037878787878787
sl	0.09581218274111675
lv	0.07766990291262135
vi	0.06496062992125985
ms	0.04809619238476954
tr	0.04809619238476954
az	0.03975741239892184
sq	0.03975741239892184

reliable

true

passes

true

name

"Hunter"

dialogue

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

detectedLang

"en"

heavyLang

"en"

scores

en	0.8211852861035424
tl	0.6488294314381271
no	0.5442708333333333
it	0.48122529644268774
da	0.4659206510681587
cs	0.460431654676259
hr	0.45764462809917356
sv	0.45369406867845996
ca	0.4366952789699571
yo	0.43058568329718006
pt	0.4299674267100977
sq	0.42934782608695654
pl	0.4160177975528365
de	0.41275167785234906
sk	0.38882421420256114
ro	0.3644067796610169
vi	0.31729518855656696
is	0.3018617021276596
hu	0.2981283422459893
et	0.2895805142083897
sl	0.2857142857142857
fr	0.2837653478854025
nl	0.27184466019417475
tr	0.21875
lt	0.2164179104477612
ms	0.20454545454545453
az	0.20212765957446807
lv	0.20212765957446807
es	0.2009132420091324
be	0.11764705882352942
eu	0.11764705882352942
fi	0.10714285714285714
uk	0.10714285714285714

reliable

true

passes

true

name

"Melanie"

dialogue

"Nein, kein Englisch... nur Deutsch. Schauen Sie hier — auf dem Display. Sehen Sie die unscharfe Stelle? Das war genau in dem Moment, als sie verschwand. Ich habe solche Angst."

detectedLang

"de"

heavyLang

"de"

scores

de	0.8234584912159834
nl	0.5871929118002417
en	0.4318181818181818
it	0.4172825469016486
fr	0.40579710144927533
ro	0.3787878787878788
ca	0.36256218905472637
no	0.3229854689564069
pl	0.3050847457627119
da	0.29746401644962306
pt	0.28769979152189024
sv	0.28521617852161785
sk	0.24242424242424243
tl	0.20726991492652744
sq	0.206656346749226
es	0.19418238993710693
ms	0.19418238993710693
yo	0.18908227848101267
fi	0.16801948051948054
az	0.16734362307067424
cs	0.16121112929623568
sl	0.1306191687871077
is	0.12243150684931507
hr	0.11637931034482758
hu	0.11637931034482758
et	0.10558464223385688
eu	0.10087719298245613
lt	0.06987295825771324

reliable

true

passes

true

name

"Hunter"

dialogue

"Slow down. Camera. Photos. Missing woman. You saw her?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.7724089635854342
tl	0.5511049723756907
nl	0.5479833101529903
fr	0.5038167938931297
ms	0.4645799011532125
no	0.4519392917369309
da	0.44539249146757676
ca	0.4298245614035088
ro	0.4227353463587922
it	0.40693430656934304
de	0.3981481481481482
es	0.3551587301587301
sv	0.3538767395626242
fi	0.3271221532091097
is	0.3186582809224318
cs	0.3143459915611814
pt	0.30851063829787234
tr	0.2777777777777778
lt	0.19753086419753088
hi	0.19154228855721395
hr	0.1792929292929293
lv	0.1792929292929293
sq	0.1792929292929293
az	0.16666666666666666
et	0.16666666666666666

reliable

true

passes

true

name

"Melanie"

dialogue

"Ja, die Frau mit dem roten Schal. Und dann war da dieser Mann... ich glaube, er hat sie beobachtet. Alles ist so verschwommen in meinem Kopf. Ich wollte nur schöne Landschaftsfotos machen, nicht das hier."

detectedLang

"de"

heavyLang

"de"

scores

de	0.8324481537683358
nl	0.5595079787234043
no	0.4668008048289738
da	0.4383213225943196
en	0.3626743626743627
sv	0.35176125244618395
sl	0.3051914001048768
fr	0.284943335132218
sk	0.279499728113105
pt	0.2779291553133515
is	0.2755604155276107
it	0.26876379690949226
tl	0.25728699551569506
pl	0.2551995503091624
yo	0.2543612830613393
ro	0.2173656231541642
et	0.20515896820635873
ca	0.20228777844671883
fi	0.19059254734270004
eu	0.1856177012907191
es	0.17752948479205463
tr	0.17083854818523153
sq	0.16086130462317924
az	0.15819567979669633
hu	0.15766052129688493
ms	0.15605095541401276
cs	0.13793103448275862
lv	0.12309728656518862
vi	0.10894418291862812
lt	0.10593792172739541
hr	0.08177408177408177
hi	0.07407407407407407

reliable

true

passes

true

name

"Hunter"

dialogue

"I can see you're upset. If you could just point at the pictures and show me what—"

detectedLang

"en"

heavyLang

"en"

scores

en	0.8185547491322183
tl	0.62998712998713
fr	0.5407348242811502
da	0.5176174496644296
no	0.49204946996466425
et	0.47869446962828643
sv	0.46009389671361506
ca	0.4455159112825458
sq	0.3850267379679145
nl	0.35538116591928254
yo	0.33755760368663595
ro	0.2962056303549572
pl	0.27490542244640603
it	0.2532467532467532
cs	0.2414248021108179
fi	0.23841059602649006
pt	0.222972972972973
ms	0.21981004070556312
tr	0.203601108033241
lv	0.20249653259361997
az	0.1958041958041958
hr	0.19467787114845939
es	0.15066469719350073
sl	0.13273001508295626
de	0.11128284389489954
sk	0.11128284389489954
be	0.10852713178294573
hu	0.1043613707165109
is	0.0987460815047022
lt	0.0987460815047022
uk	0.0987460815047022
vi	0.0987460815047022

reliable

true

passes

true

name

"Melanie"

dialogue

"Hier, sehen Sie selbst. Aber bitte seien Sie vorsichtig. Ich spüre, dass etwas Böses in dieser Stadt ist."

detectedLang

"de"

heavyLang

"de"

scores

de	0.827755905511811
nl	0.46564885496183206
no	0.3554327808471455
pl	0.3536472760849492
it	0.2907801418439716
tr	0.24324324324324328
sl	0.23830250272034822
ro	0.23413566739606126
sv	0.20903954802259886
da	0.18887601390498263
en	0.18128654970760233
fr	0.17936694021101993
ms	0.16666666666666666
sk	0.15048543689320387
eu	0.1411042944785276
et	0.13899138991389914
hi	0.1315136476426799
tl	0.11727616645649433
fi	0.1116751269035533
yo	0.1116751269035533
az	0.10714285714285714
ca	0.0990990990990991
hr	0.08496732026143791
sq	0.08496732026143791

reliable

true

passes

true

name

"Hunter"

dialogue

"This is important. I have to take this call. Stay in town. We'll find a translator and speak again soon. Don't go anywhere alone."

detectedLang

"en"

heavyLang

"en"

scores

en	0.8128989654413383
tl	0.5969653864390707
da	0.49223416965352446
ro	0.48702474351237174
nl	0.480440097799511
pl	0.47595561035758327
it	0.4627054361567636
yo	0.461001902346227
ca	0.43219772879091517
no	0.40807799442896936
fr	0.40308988764044945
sl	0.3984430290162774
sq	0.3694362017804154
sv	0.36802973977695164
hr	0.366144668158091
pt	0.35993975903614456
cs	0.3343774471417384
de	0.3338557993730407
es	0.32324840764331214
sk	0.318364073777065
lt	0.3128536782538399
hu	0.30725346373268136
lv	0.2747440273037543
tr	0.25438596491228066
az	0.24511545293072823
ms	0.2328519855595668
et	0.22445255474452555
is	0.21296296296296297
vi	0.20634920634920634
eu	0.1388044579533941
ja	0.10526315789473685
be	0.07608695652173912
fi	0.06900328587075576
uk	0.06900328587075576

reliable

true

passes

true