Run: 2026-03-12-01KKHYSPWJ7MM75DY51DZDWVN1

Run Details

Model:: Grok 4.20 (Beta, Reasoning)
Test:: Language Writing
Scenario:: Character dialogue (French) in a story
Duration:: 15.4s
Cost:: $0.020999
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="Marie">
Marie is a 30-year old college student on a study abroad program. Born in France, she is fluent in French 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 French, 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:

Marie 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 French, and Hunter looks confused.

They talk for a while, until Hunter gets a call and has to leave.

Return the dialogue between Marie and Hunter as a voice sheet:

Marie: "..."
Hunter: "..."

Model response

Marie sat at a small cafe table in Alborn, MN, absently scrolling through landscape photos on her camera. The autumn light filtering through the apple trees outside did little to calm her nerves. Hunter approached, his no-nonsense stride cutting through the quiet afternoon.

Hunter: "Excuse me, miss. I'm Detective Hunter. I'm investigating the disappearance at last weekend's apple festival. Did you see anything unusual that day? Anything at all?"

Marie: "Je suis désolée, monsieur, mais je ne parle pas anglais. J'ai vu l'homme disparaître près des pommiers pendant le festival... c'était horrible, il était là et puis plus rien ! J'ai tout photographié sans le vouloir, j'ai encore peur..."

Hunter: "I... don't understand a word. French? Do you speak any English? The missing man in the red jacket—did you see him? Disappearance. Missing."

Marie: "Non, je ne comprends pas l'anglais. La veste rouge, oui ! Il parlait avec quelqu'un et soudain il n'était plus là. C'était comme un mauvais rêve, je suis encore secouée, je ne dors plus la nuit."

Hunter: "This is not working. I'm trying to solve a case here. Maybe slow down? Or point? Do you have information on the disappearance? You look like you saw something."

Marie: "Les photos sur ma caméra... il y avait une silhouette étrange en arrière-plan. Je crois que ce n'est pas un accident. J'ai peur que cela recommence, monsieur, aidez-moi s'il vous plaît !"

Hunter: "Pictures? You're pointing at the camera. Is there evidence on there? I need a translator in this town. Just stay calm and—"

Marie: "Calme ? Comment rester calme après avoir vu quelqu'un s'évaporer ? Je suis une simple étudiante, je prenais des photos de paysages, pas de crimes !"

Hunter's phone suddenly rang, cutting through their strained attempts at communication. He glanced at the screen with a frustrated sigh.

Hunter: "Hold on, I have to take this—it's the station. Don't leave town. We'll... figure this out somehow."

Hunter stepped away to answer the call, leaving Marie still visibly shaken, clutching her camera tightly as she watched him go.

Evaluation details

Result

Evaluator

Details

Meta Data

100.00%

Parse dialogue

n/a

dialogue

name

"Hunter"

dialogue

"Excuse me, miss. I'm Detective Hunter. I'm investigating the disappearance at last weekend's apple festival. Did you see anything unusual that day? Anything at all?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.7777283840853523
tl	0.6532593619972261
nl	0.5468962392387857
fr	0.5395948434622468
it	0.5078740157480316
no	0.5069033530571991
da	0.49443882709807885
pt	0.4890137966274911
es	0.4747899159663866
et	0.4629430719656284
sq	0.46149703823371035
de	0.44781888459414687
ms	0.44659656889872723
ro	0.4246260069044879
sv	0.405116002379536
cs	0.37888198757763975
ca	0.3718592964824121
sl	0.3710691823899371
hr	0.34683213585891576
sk	0.23954372623574144
lt	0.20127795527156547
az	0.19093851132686085
fi	0.164578111946533
yo	0.1423670668953688
pl	0.12203687445127305
is	0.12126537785588754
lv	0.11738746690203002
hu	0.06279287722586692
tr	0.05571293673276676

reliable

true

passes

true

name

"Marie"

dialogue

"Je suis désolée, monsieur, mais je ne parle pas anglais. J'ai vu l'homme disparaître près des pommiers pendant le festival... c'était horrible, il était là et puis plus rien ! J'ai tout photographié sans le vouloir, j'ai encore peur..."

detectedLang

"fr"

heavyLang

"fr"

scores

fr	0.8105330764290303
ca	0.5179738562091504
en	0.4333461390703035
it	0.38745847176079734
ro	0.38413361169102295
es	0.38155136268343814
sl	0.37868576242628477
sq	0.35785807575097955
pt	0.3319746376811594
da	0.30718647252231096
cs	0.2986210175939134
lt	0.2976190476190476
nl	0.27268244575936884
hr	0.2708848245180425
et	0.2621310655327664
de	0.2516489091831558
no	0.2432016418676244
sk	0.24281314168377827
ms	0.23495850622406642
tl	0.21500798296966472
lv	0.21038543897216275
yo	0.20183982683982682
sv	0.18282548476454294
hu	0.17551704863051984
pl	0.17088251826869025
az	0.1704161979752531
tr	0.13843457943925233
eu	0.10929951690821256
vi	0.09620098039215685
fi	0.09286592865928658
hi	0.049613402061855674

reliable

true

passes

true

name

"Hunter"

dialogue

"I... don't understand a word. French? Do you speak any English? The missing man in the red jacket—did you see him? Disappearance. Missing."

detectedLang

"en"

heavyLang

"en"

scores

en	0.8116317400518013
tl	0.6025832091405862
da	0.5717344753747323
sv	0.5594713656387665
nl	0.5370370370370371
no	0.5362318840579711
de	0.477124183006536
it	0.4576271186440678
cs	0.4281629735525375
hr	0.4190268700072622
yo	0.4020926756352765
pl	0.40119760479041916
ro	0.3925588458618071
pt	0.3907083015993907
sl	0.38556067588325654
ms	0.38271604938271603
sk	0.37597503900156004
ca	0.3745113369820172
sq	0.36507936507936506
fr	0.3563958165728077
es	0.32030586236193714
is	0.3127147766323024
et	0.31093884582256676
az	0.26062846580406657
vi	0.23371647509578544
lv	0.23150816522574447
lt	0.2300288739172281
hu	0.2179863147605083
tr	0.15522703273495247
fi	0.14984059511158343
be	0.08045977011494253
eu	0.08045977011494253
uk	0.07300115874855156

reliable

true

passes

true

name

"Marie"

dialogue

"Non, je ne comprends pas l'anglais. La veste rouge, oui ! Il parlait avec quelqu'un et soudain il n'était plus là. C'était comme un mauvais rêve, je suis encore secouée, je ne dors plus la nuit."

detectedLang

"fr"

heavyLang

"fr"

scores

fr	0.7992825418517253
it	0.5751988430947217
ca	0.4862264975951027
ro	0.4629798903107861
es	0.4110275689223058
en	0.3961973278520041
nl	0.36895810955961333
lt	0.3365330321852061
da	0.3274184315970235
no	0.32041642567958356
sl	0.2985074626865672
sq	0.28266178266178266
pt	0.2791411042944785
yo	0.2764778325123153
et	0.27513880320789635
tl	0.2733457019171305
cs	0.26654182272159804
lv	0.2647058823529412
hr	0.25773847125710675
de	0.23701298701298698
sk	0.19959128065395096
vi	0.17019774011299435
tr	0.16784702549575073
eu	0.14108187134502925
az	0.13602941176470587
pl	0.11852963240810202
hu	0.11253776435045316
ms	0.11119515885022693
sv	0.10373760488176964
fi	0.06967537608867774
is	0.06893819334389857

reliable

true

passes

true

name

"Hunter"

dialogue

"This is not working. I'm trying to solve a case here. Maybe slow down? Or point? Do you have information on the disappearance? You look like you saw something."

detectedLang

"en"

heavyLang

"en"

scores

en	0.8235709244883558
tl	0.6408045977011495
fr	0.5543672014260249
da	0.4921279837480955
nl	0.46524064171123
yo	0.4640943193997856
pt	0.4337485843714609
cs	0.43214082907438955
no	0.4275901545506583
pl	0.4172494172494172
sk	0.4001199760047991
hr	0.38837920489296635
sq	0.3849938499384994
de	0.3654822335025381
sv	0.3564993564993565
sl	0.3438320209973753
it	0.32795698924731176
ms	0.32432432432432434
es	0.299719887955182
ca	0.27641099855282203
hu	0.27166788055353236
ro	0.2647058823529412
et	0.2531740104555638
lv	0.25037481259370314
lt	0.24981245311327827
fi	0.2277992277992278
is	0.19224555735056545
tr	0.1836734693877551
eu	0.16943521594684383
az	0.1638795986622074
vi	0.15325994919559696
hi	0.07749077490774908
zh	0.07149489322191271

reliable

true

passes

true

name

"Marie"

dialogue

"Les photos sur ma caméra... il y avait une silhouette étrange en arrière-plan. Je crois que ce n'est pas un accident. J'ai peur que cela recommence, monsieur, aidez-moi s'il vous plaît !"

detectedLang

"fr"

heavyLang

"fr"

scores

fr	0.8145993892685764
ca	0.5648464163822525
es	0.5307324254692676
en	0.4553609568560444
nl	0.4532590051457976
it	0.40281030444964877
ro	0.4011272898074213
no	0.3902439024390244
da	0.33766233766233766
pt	0.33176100628930816
tl	0.3314105925537494
de	0.3055555555555556
sq	0.2735042735042735
cs	0.2587209302325581
sk	0.2582897033158813
sv	0.2582897033158813
yo	0.24511545293072823
tr	0.24466824644549764
sl	0.23053711526855764
pl	0.2263349514563107
lv	0.1930379746835443
hr	0.1904761904761905
lt	0.1878980891719745
eu	0.17635658914728683
hu	0.16938110749185667
et	0.15226063829787234
az	0.1296928327645051
vi	0.12129565816678153
ms	0.10463483146067415
is	0.09510290986515259
fi	0.06181015452538631
hi	0.05695266272189349

reliable

true

passes

true

name

"Hunter"

dialogue

"Pictures? You're pointing at the camera. Is there evidence on there? I need a translator in this town. Just stay calm and—"

detectedLang

"en"

heavyLang

"en"

scores

en	0.8154555940023068
tl	0.658994032395567
ro	0.5691976305869683
fr	0.5415472779369628
nl	0.5337995337995338
ca	0.5206710605152786
sv	0.51278928136419
it	0.5101041028781383
no	0.5034140285536933
yo	0.4878361075544174
de	0.4838709677419355
et	0.4801819363222872
da	0.4791666666666667
pl	0.43977591036414565
sq	0.4186046511627907
pt	0.413059427732942
hr	0.39849624060150374
cs	0.3971363978899774
ms	0.38414164742109314
es	0.36808846761453395
sl	0.354317998385795
lv	0.3474714518760196
sk	0.33993399339933994
hu	0.32030586236193714
is	0.27601809954751133
lt	0.27140255009107467
tr	0.25719591457753016
az	0.25650557620817843
vi	0.21645445641527913
fi	0.2102665350444225
eu	0.14621131270010673
hi	0.09502262443438914
be	0.08045977011494253
uk	0.07300115874855156

reliable

true

passes

true

name

"Marie"

dialogue

"Calme ? Comment rester calme après avoir vu quelqu'un s'évaporer ? Je suis une simple étudiante, je prenais des photos de paysages, pas de crimes !"

detectedLang

"fr"

heavyLang

"fr"

scores

fr	0.8053278688524589
ca	0.5747538048343778
en	0.5463228271251194
pt	0.5120698510529019
nl	0.5057232049947971
de	0.48425624321389793
es	0.4800218938149972
tl	0.45181765724177725
ro	0.44216089254257196
it	0.4314781567923399
da	0.40736119775421087
hr	0.38788659793814434
sq	0.3572395128552098
sv	0.34027777777777785
no	0.33473389355742295
sl	0.3238434163701068
sk	0.31948424068767906
ms	0.31358381502890176
yo	0.25196850393700787
lt	0.250197316495659
tr	0.23448831587429494
cs	0.223221586263287
lv	0.1935483870967742
pl	0.19148936170212766
hu	0.19011082693947143
az	0.16299559471365638
et	0.1252302025782689
fi	0.08477842003853564
is	0.08477842003853564
hi	0.07497565725413825
eu	0.06862745098039216

reliable

true

passes

true

name

"Hunter"

dialogue

"Hold on, I have to take this—it's the station. Don't leave town. We'll... figure this out somehow."

detectedLang

"en"

heavyLang

"en"

scores

en	0.8121528912120222
da	0.5921985815602837
tl	0.587221823402728
no	0.5
yo	0.49428320140721194
fr	0.4870651204281891
pl	0.4150559511698881
hr	0.4138634046890927
sv	0.40843621399176955
cs	0.3940990516332982
sq	0.3823845327604726
sk	0.3702081051478641
ca	0.3532058492688414
ro	0.3532058492688414
it	0.3329466357308584
et	0.32432432432432434
sl	0.31302270011947436
de	0.3097238895558223
lv	0.30133657351154314
lt	0.2962056303549572
fi	0.2874845105328377
nl	0.2866004962779156
es	0.203601108033241
pt	0.203601108033241
ms	0.19241573033707865
tr	0.18323863636363635
az	0.1797432239657632
hi	0.1274658573596358
zh	0.11809815950920245
be	0.10852713178294573
hu	0.1043613707165109
is	0.0987460815047022
uk	0.0987460815047022
vi	0.0987460815047022

reliable

true

passes

true