Run: 2026-02-20-01KHY9Z1AGYTKRK4Q51ZFJEZNS

Run Details

Model:: Grok 4
Test:: Language Writing
Scenario:: Character dialogue (French) in a story
Duration:: 36.7s
Cost:: $0.017269
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: (looking up from her camera, startled but continuing to fiddle with it nervously)

Hunter: "Excuse me, ma'am. I'm Detective Hunter with the local PD. Mind if I ask you a few questions? We've had some strange disappearances around town lately—folks vanishing without a trace. You look like you've been out with that camera a lot. Seen anything unusual?"

Marie: (troubled and shaken, speaking rapidly in French, her voice trembling) "Oh, mon Dieu, c'était affreux! J'ai vu cet homme près du lac, et puis... poof! Il a disparu comme par magie. J'ai pris une photo, mais elle est floue. Qu'est-ce qui se passe dans cette ville?"

Hunter: (frowning in confusion, scratching his head) "Whoa, hold on. That sounds... intense, but I didn't catch a word of it. You speak English? Anglais? No? Uh, okay... disappearances? People gone?" (He gestures with his hands, mimicking something vanishing.)

Marie: (shaking her head, still in French, more agitated, pointing at her camera) "Non, non, je ne comprends pas! Mais regardez, ici sur l'appareil photo. Il y avait une ombre bizarre, comme un fantôme. J'ai peur, vous comprenez? Peur!"

Hunter: "Shadow? Ghost? Wait, you're pointing at the camera—did you photograph something? Let me see... uh, photo? Picture?" (He leans in, trying to peer at the camera screen, clearly frustrated.) "Man, this language barrier is a killer. Alright, let's try this: yes or no—did you see someone disappear? Oui or non?"

Marie: (nodding vigorously, in French, her voice rising) "Oui! Oui, j'ai vu! C'était hier soir, près du festival des pommes. Une femme, elle criait, et puis rien! Appelez la police française, s'il vous plaît!"

Hunter: "Okay, 'oui' means yes, I think. Festival? Apples? That's the annual thing here in Alborn. So you saw a woman at the apple festival? Screaming? This could be a lead..." (His phone suddenly rings; he pulls it out and glances at the screen.) "Hang on, I gotta take this. It's the station." (Answering the phone briefly.) "Hunter here. Yeah? Another one? Alright, I'm on my way." (Hanging up, turning back to Marie.) "Look, miss, I have to go—emergency. But stay put, okay? I'll find a translator and come back. Thanks for... whatever that was."

Marie: (in French, waving her hands desperately as he leaves) "Attendez! Ne partez pas! J'ai plus d'informations!"

Evaluation details

Result

Evaluator

Details

Meta Data

100.00%

Parse dialogue

n/a

dialogue

name

"Hunter"

dialogue

"Excuse me, ma'am. I'm Detective Hunter with the local PD. Mind if I ask you a few questions? We've had some strange disappearances around town lately—folks vanishing without a trace. You look like you've been out with that camera a lot. Seen anything unusual?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.7843419160894001
tl	0.5015105740181268
fr	0.49556710486089883
it	0.4577719355898784
nl	0.43201376936316693
ca	0.41983122362869196
pt	0.3947175348495965
ro	0.3938280675973549
no	0.3723849372384937
es	0.3607129019759783
sq	0.3319838056680162
sv	0.3176178660049628
da	0.3150684931506849
ms	0.3125
cs	0.25474254742547425
de	0.25271739130434784
et	0.2227979274611399
pl	0.21911973497397066
hr	0.19786096256684493
sl	0.19196865817825662
sk	0.1823587710604559
yo	0.1594498217014773
hu	0.15859255481896992
lv	0.14374675661650235
tr	0.13838120104438645
fi	0.11575562700964631
lt	0.11385606874328678
is	0.1105121293800539
az	0.10423452768729642
vi	0.07459338194054964
hi	0.044032444959443806
be	0.04069767441860465
eu	0.04069767441860465
uk	0.03677758318739054

reliable

true

passes

true

name

"Marie"

dialogue

"Oh, mon Dieu, c'était affreux! J'ai vu cet homme près du lac, et puis... poof! Il a disparu comme par magie. J'ai pris une photo, mais elle est floue. Qu'est-ce qui se passe dans cette ville?"

detectedLang

"fr"

heavyLang

"fr"

scores

fr	0.815456462789997
da	0.5335110434120335
it	0.518095987411487
ca	0.4624835454146556
no	0.4550711743772242
en	0.3989205103042198
pt	0.3917576961271102
ro	0.3822491174987393
sv	0.3800607287449393
et	0.36823104693140796
de	0.31525992174399103
tl	0.29799426934097417
nl	0.2963813900057438
es	0.2894431554524362
cs	0.28820453224869264
fi	0.2620481927710843
hu	0.21625079974408187
sq	0.2091672046481601
sk	0.1806020066889632
hr	0.16666666666666666
tr	0.16553133514986376
yo	0.15575465196416266
lv	0.15517241379310345
sl	0.15342087076710437
eu	0.14752957550452334
is	0.14215686274509806
az	0.13120567375886524
lt	0.12687099073414113
vi	0.1212338593974175
hi	0.11231884057971016
ms	0.09460458240946046
pl	0.07894736842105263

reliable

true

passes

true

name

"Hunter"

dialogue

"Whoa, hold on. That sounds... intense, but I didn't catch a word of it. You speak English? Anglais? No? Uh, okay... disappearances? People gone?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.7986577181208053
tl	0.6170212765957448
fr	0.54337899543379
ca	0.5068493150684932
it	0.4186046511627907
no	0.41482444733420026
pt	0.40789473684210525
lv	0.4015957446808511
hr	0.3979933110367893
da	0.37888198757763975
cs	0.3780234968901175
es	0.3745656706045865
sv	0.36619718309859156
sk	0.3635077793493635
pl	0.3440233236151603
ro	0.3430656934306569
yo	0.3430656934306569
nl	0.3387215282880235
sq	0.3382352941176471
de	0.2996108949416343
lt	0.296875
et	0.27999999999999997
tr	0.25434962717481363
ms	0.25
hu	0.24559932942162618
sl	0.2173913043478261
is	0.20141969831410825
fi	0.19137466307277629
az	0.1818181818181818
vi	0.17883211678832117
be	0.15887850467289721
eu	0.14448669201520914
hi	0.08536585365853659
uk	0.06542056074766354

reliable

true

passes

true

name

"Marie"

dialogue

"Non, non, je ne comprends pas! Mais regardez, ici sur l'appareil photo. Il y avait une ombre bizarre, comme un fantôme. J'ai peur, vous comprenez? Peur!"

detectedLang

"fr"

heavyLang

"fr"

scores

fr	0.8087262200165426
it	0.5659314875645237
en	0.48951434878587197
ca	0.482662192393736
es	0.46808510638297873
tl	0.3914473684210526
nl	0.38209752839011357
ro	0.3620689655172413
sq	0.3554006968641115
cs	0.293353705118411
sl	0.2890084550345888
pt	0.2801556420233463
lt	0.23742786479802147
hr	0.23490488006617036
lv	0.22594142259414227
yo	0.2252931323283082
eu	0.19774501300954034
de	0.1949521322889469
pl	0.17484388938447815
fi	0.16891284815813118
da	0.16666666666666666
tr	0.1613780598368087
no	0.14746543778801846
sk	0.13551401869158877
az	0.11057692307692307
vi	0.09579667644183773
ms	0.08325074331020813
hu	0.0814299900695134
et	0.07684630738522955
hi	0.07684630738522955
sv	0.06754032258064516

reliable

true

passes

true

name

"Hunter"

dialogue

"Man, this language barrier is a killer. Alright, let's try this: yes or no—did you see someone disappear? Oui or non?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.7869526888039965
fr	0.5488487865588052
tl	0.5084745762711865
nl	0.4915848527349229
no	0.4676945668135095
da	0.44656488549618323
de	0.41813804173354735
it	0.41532258064516125
sv	0.40427280197206245
ca	0.3835034013605442
yo	0.3813993174061433
pt	0.3787489288774636
es	0.3739205526770294
eu	0.3160377358490566
ro	0.3101807802093245
et	0.30019305019305015
hu	0.2995169082125604
lv	0.2988394584139265
is	0.257172131147541
tr	0.257172131147541
ms	0.25488180883864336
lt	0.2479253112033195
sk	0.23361522198731502
hr	0.22707889125799574
cs	0.22459893048128343
pl	0.19889502762430938
sl	0.11042944785276074
sq	0.0903387703889586
az	0.0880503144654088
vi	0.0880503144654088
fi	0.0799492385786802

reliable

true

passes

true

name

"Marie"

dialogue

"Oui! Oui, j'ai vu! C'était hier soir, près du festival des pommes. Une femme, elle criait, et puis rien! Appelez la police française, s'il vous plaît!"

detectedLang

"fr"

heavyLang

"fr"

scores

fr	0.8078478964401294
ca	0.5569029850746269
da	0.4788809654415798
it	0.4552752293577982
no	0.44476914085330216
en	0.4164619164619165
de	0.38351719662556777
pt	0.37786509495743287
tl	0.37582128777923784
et	0.3670886075949367
ro	0.35505770536320436
es	0.346180316586373
nl	0.3209435310936383
hr	0.31948424068767906
cs	0.31605471562275017
sl	0.30858806404657935
sv	0.2905153099327856
sq	0.27756653992395436
sk	0.26754047802621433
ms	0.25196850393700787
eu	0.24960505529225907
lt	0.24543288324066717
az	0.2122719734660033
fi	0.20168067226890754
pl	0.18872758326216907
hu	0.18244406196213425
lv	0.181739879414298
vi	0.1615180935569285
yo	0.1532976827094474
tr	0.12442396313364056
is	0.058473736372646176

reliable

true

passes

true

name

"Hunter"

dialogue

"Look, miss, I have to go—emergency. But stay put, okay? I'll find a translator and come back. Thanks for... whatever that was."

detectedLang

"en"

heavyLang

"en"

scores

en	0.8187092095721538
tl	0.635036496350365
da	0.5743473325766175
pl	0.48168624740843125
no	0.4806094182825485
it	0.4549418604651163
hr	0.4509516837481699
nl	0.44812362030905084
yo	0.4469026548672566
pt	0.40711462450592883
fr	0.3654822335025381
cs	0.36278674596431604
sv	0.3528904227782571
sk	0.34612031386224934
ro	0.34210526315789475
vi	0.32795698924731176
es	0.32432432432432434
sq	0.32003626473254765
ca	0.3175614194722475
sl	0.30619796484736356
lv	0.30037313432835816
de	0.29906542056074764
lt	0.2964352720450282
et	0.24698795180722888
hu	0.2291880781089414
tr	0.21875
az	0.20382165605095542
ms	0.19614147909967844
is	0.15540540540540537
eu	0.1544532130777903
be	0.08536585365853659
fi	0.07749077490774908
uk	0.07749077490774908

reliable

true

passes

true

name

"Marie"

dialogue

"Attendez! Ne partez pas! J'ai plus d'informations!"

detectedLang

"fr"

heavyLang

"fr"

scores

fr	0.799081515499426
ca	0.6924428822495607
en	0.6304118268215418
it	0.5958429561200923
ro	0.5098039215686274
es	0.48755490483162517
tl	0.4845360824742268
da	0.4791666666666667
nl	0.4720965309200603
sq	0.4696969696969697
sv	0.4696969696969697
lt	0.44178628389154706
de	0.42434210526315785
ms	0.42052980132450335
lv	0.4176372712146422
tr	0.39236111111111116
no	0.3783303730017762
sl	0.35779816513761464
pt	0.34210526315789475
hr	0.33962264150943394
pl	0.317738791423002
fi	0.3069306930693069
cs	0.29292929292929293
hu	0.29292929292929293
et	0.27835051546391754
az	0.18604651162790697
eu	0.18604651162790697
sk	0.15254237288135594
yo	0.14425427872860636

reliable

true

passes

true