Run: 2026-03-12-01KKHZFH5Z4SSN318C876VXAW4

Run Details

Model:: Grok 4.20 (Beta, Reasoning)
Test:: Language Writing
Scenario:: Character dialogue (French) in a story
Duration:: 18.0s
Cost:: $0.025608
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

**Scene**

In the warm, cinnamon-scented café in tiny Alborn, Minnesota, Marie sat tucked in the corner booth, sunlight slanting across her dark hair as she scrolled through the photos on her camera. The annual apple festival images usually soothed her, but today her fingers trembled slightly on the dial.

Heavy footsteps approached. Hunter, still in his worn leather jacket, stopped at her table. Marie looked up, sensing the gravity in the man’s posture. He began speaking, and her eyes widened in troubled confusion.

**Voice Sheet**

Hunter: "Ma’am, I’m Detective Hunter. I understand you were taking pictures at the apple festival last Saturday. We’re investigating a disappearance that happened that day. Did you see anything unusual?"

Marie: "Je… je ne parle pas anglais ! Au festival… j’ai vu une femme disparaître ! Elle était là, devant moi, et puis plus rien ! J’ai tout vu dans mon objectif, c’était terrifiant !"

Hunter: "I’m sorry… I don’t understand a word you’re saying. Do you speak English at all? English?"

Marie: "Non, seulement français ! J’étais en train de photographier les pommiers et soudain elle n’était plus là ! J’ai eu tellement peur, je n’ai pas dormi depuis !"

Hunter: "French… of course. Look, this is important. Missing person. Disappeared. Did you see something? Anything at all?"

Marie: "Disparu, oui ! La femme a juste disparu ! Je ne sais pas comment vous expliquer… Regardez, sur cette photo, il y a une ombre bizarre que je ne comprends pas !"

Hunter: "I can’t… I don’t speak French. Camera? Photo? Can you show me the picture?"

Marie: "La photo ? Vous voulez voir ? Voilà… mais je ne sais pas si vous verrez la même chose que moi. J’ai peur de rester ici plus longtemps…"

Hunter: "This isn’t working. I’ll have to find someone who can translate. Thank you anyway, miss."

**End of Voice Sheet**

They continued gesturing at the camera and repeating simple words for several more minutes, growing equally frustrated, until Hunter’s phone buzzed loudly. He glanced at the screen, his no-nonsense expression tightening.

“I have to take this,” he told her, though he knew she couldn’t understand. With one last apologetic nod, Hunter strode out of the café, leaving Marie alone with her camera and her unspoken fear.

Evaluation details

Result

Evaluator

Details

Meta Data

100.00%

Parse dialogue

n/a

dialogue

name

"Hunter"

dialogue

"Ma’am, I’m Detective Hunter. I understand you were taking pictures at the apple festival last Saturday. We’re investigating a disappearance that happened that day. Did you see anything unusual?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.7965028640337655
tl	0.6472432714920303
no	0.5304347826086957
fr	0.5197438633938101
nl	0.5060373216245884
da	0.5053133015756688
ro	0.48473282442748095
sv	0.4630071599045346
it	0.4534412955465587
pt	0.4444444444444444
de	0.443298969072165
ca	0.4341994970662196
es	0.4089316987740806
sq	0.40371024734982336
et	0.39946619217081847
ms	0.38996836873023044
cs	0.3877551020408163
hr	0.36679174484052535
sk	0.3339911198815984
sl	0.3293591654247392
pl	0.2614879649890591
lv	0.2398648648648649
is	0.23771880293619424
lt	0.22724670864338864
yo	0.21602787456445993
az	0.21465968586387435
tr	0.17783191230207065
hu	0.17682926829268292
fi	0.16408668730650156
vi	0.08968307484828052
be	0.04929577464788732
eu	0.04929577464788732
uk	0.0445859872611465

reliable

true

passes

true

name

"Marie"

dialogue

"Je… je ne parle pas anglais ! Au festival… j’ai vu une femme disparaître ! Elle était là, devant moi, et puis plus rien ! J’ai tout vu dans mon objectif, c’était terrifiant !"

detectedLang

"fr"

heavyLang

"fr"

scores

fr	0.8210123210123209
ca	0.5289219982471516
ro	0.4960150023441162
en	0.46808510638297873
it	0.4616925388082123
da	0.430614406779661
cs	0.4217321140398063
sl	0.4189189189189189
es	0.40640530093870786
sq	0.4021134593993326
lt	0.39708356702187325
pt	0.38885730528709495
hr	0.36390532544378695
nl	0.3635287152161042
no	0.3608799048751486
sk	0.33600988264360715
et	0.30240103828682674
de	0.274139095205942
ms	0.2647058823529412
lv	0.26420260095824777
tl	0.23104434907010016
sv	0.22772988505747124
fi	0.21988388969521042
pl	0.2066420664206642
hu	0.20605612998522896
tr	0.19415292353823088
az	0.18929110105580693
yo	0.18929110105580693
vi	0.12743506493506493
hi	0.06764960971379011

reliable

true

passes

true

name

"Hunter"

dialogue

"I’m sorry… I don’t understand a word you’re saying. Do you speak English at all? English?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.8153073286052008
tl	0.6571585298957762
no	0.570446735395189
da	0.5484104046242775
sv	0.4707874682472481
cs	0.45980985306828004
pl	0.4196843082636954
hr	0.41479400749063666
sk	0.4036259541984733
it	0.39729990356798456
de	0.3926141885325559
pt	0.38785504407443677
sq	0.3872549019607844
ro	0.375
yo	0.3124312431243124
ca	0.3047830923248054
nl	0.284077892325315
tr	0.28325688073394495
vi	0.2807825086306099
hu	0.26297169811320753
et	0.2550655542312277
is	0.2532855436081242
sl	0.251497005988024
lt	0.1883116883116883
ms	0.17763157894736845
az	0.17546174142480211
lv	0.17546174142480211
es	0.17437252311756934
fr	0.15768194070080863
be	0.10071942446043164
eu	0.10071942446043164
fi	0.09156976744186046
uk	0.09156976744186046

reliable

true

passes

true

name

"Marie"

dialogue

"Non, seulement français ! J’étais en train de photographier les pommiers et soudain elle n’était plus là ! J’ai eu tellement peur, je n’ai pas dormi depuis !"

detectedLang

"fr"

heavyLang

"fr"

scores

fr	0.8029556650246306
en	0.5479204339963833
ca	0.5249406175771971
nl	0.49949949949949946
ro	0.44751381215469616
da	0.43630214205186024
no	0.42857142857142855
pt	0.4282447112635792
es	0.3585631815266196
tl	0.35442220787604906
de	0.35275080906148865
sv	0.35233160621761656
yo	0.32795698924731176
cs	0.3270524899057874
sl	0.31880108991825606
et	0.3103448275862069
eu	0.302649930264993
sq	0.2857142857142857
hr	0.2784992784992785
it	0.27007299270072993
tr	0.2673992673992674
sk	0.2542878448918718
lv	0.24585218702865763
pl	0.2372234935163997
hu	0.22898997686969932
is	0.22660479505027067
az	0.21568627450980393
lt	0.1755976916735367
ms	0.17081260364842457
vi	0.13569576490924803
fi	0.1341991341991342
hi	0.07149489322191271

reliable

true

passes

true

name

"Hunter"

dialogue

"French… of course. Look, this is important. Missing person. Disappeared. Did you see something? Anything at all?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.8169654127745518
tl	0.655581947743468
fr	0.5024021962937544
nl	0.49547668754349344
no	0.4944211994421199
da	0.4528301886792453
it	0.4461420932009167
pt	0.44058641975308643
sq	0.4003308519437552
is	0.3917785234899329
es	0.38870151770657674
ca	0.38818565400843885
ro	0.3803418803418803
sv	0.35669920141969835
et	0.34507678410117437
ms	0.3403093721565059
de	0.3397085610200365
yo	0.2432150313152401
hu	0.23036093418259024
tr	0.16857798165137614
lt	0.16474654377880185
eu	0.16087962962962962
cs	0.15893271461716937
az	0.14605418138987042
fi	0.09713574097135741
lv	0.09375000000000001
hr	0.07525510204081631
pl	0.07525510204081631
sk	0.07525510204081631

reliable

true

passes

true

name

"Marie"

dialogue

"Disparu, oui ! La femme a juste disparu ! Je ne sais pas comment vous expliquer… Regardez, sur cette photo, il y a une ombre bizarre que je ne comprends pas !"

detectedLang

"fr"

heavyLang

"fr"

scores

fr	0.8116200674201864
ca	0.627304825421734
es	0.5986480777355302
it	0.5840630472854641
en	0.5310957551826259
ro	0.5160468670402445
pt	0.490343347639485
tl	0.48787061994609165
nl	0.47773501924134143
sq	0.4341870160810006
de	0.3823146944083225
cs	0.3794905290659699
no	0.343015214384509
hr	0.3257629524485451
yo	0.3150684931506849
hu	0.3065693430656934
da	0.3014705882352941
sk	0.2999263080324245
sl	0.29157345264727813
lt	0.2803030303030303
pl	0.27921092564491656
tr	0.2618492618492619
sv	0.21357615894039736
et	0.2096505823627288
vi	0.2096505823627288
az	0.2070116861435726
fi	0.20435510887772196
ms	0.18384879725085912
lv	0.15405164737310773
eu	0.12923923006416133
hi	0.07497565725413825
is	0.07317073170731707

reliable

true

passes

true

name

"Hunter"

dialogue

"I can’t… I don’t speak French. Camera? Photo? Can you show me the picture?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.804847986852917
tl	0.6816353887399463
fr	0.5352250489236791
it	0.520686175580222
sq	0.4757174392935982
no	0.41066997518610426
ro	0.4069912609238452
nl	0.4032663316582915
ca	0.40025252525252525
es	0.3863049095607235
sv	0.38551099611901685
cs	0.3632707774798928
yo	0.3581081081081081
pt	0.35197817189631647
ms	0.3300423131170663
hr	0.32142857142857145
da	0.31358381502890176
sl	0.26127527216174184
et	0.24960505529225907
tr	0.23633440514469453
de	0.2313915857605178
az	0.22764227642276424
pl	0.2096505823627288
hi	0.1394927536231884
fi	0.13636363636363635
sk	0.1316270566727605
be	0.12844036697247707
hu	0.12361623616236161
is	0.1171003717472119
lt	0.1171003717472119
lv	0.1171003717472119
uk	0.1171003717472119
vi	0.1171003717472119

reliable

true

passes

true

name

"Marie"

dialogue

"La photo ? Vous voulez voir ? Voilà… mais je ne sais pas si vous verrez la même chose que moi. J’ai peur de rester ici plus longtemps…"

detectedLang

"fr"

heavyLang

"fr"

scores

fr	0.8186086214255229
ca	0.5490716180371353
ro	0.4720496894409938
es	0.4657448145820238
pt	0.4585987261146497
en	0.4533762057877813
it	0.4378306878306878
sq	0.4229463679565512
tl	0.419002050580998
nl	0.415807560137457
sl	0.3876080691642651
cs	0.36990363232023726
yo	0.35703479576399394
no	0.33541829554339325
hr	0.3210862619808307
de	0.29983525535420097
da	0.2928452579034942
sv	0.2863140218303946
sk	0.28451178451178455
lt	0.28148774302620455
tr	0.2697594501718213
ms	0.24039320822162644
hu	0.2216117216117216
eu	0.18660287081339713
fi	0.17475728155339806
lv	0.1600790513833992
pl	0.15674603174603174
et	0.13793103448275862
az	0.12551440329218108
vi	0.08993576017130622
hi	0.08306364617044228

reliable

true

passes

true

name

"Hunter"

dialogue

"This isn’t working. I’ll have to find someone who can translate. Thank you anyway, miss."

detectedLang

"en"

heavyLang

"en"

scores

en	0.8231857318573186
tl	0.67292377701934
da	0.4186046511627907
no	0.36674008810572684
cs	0.3179122182680902
hr	0.30639324487334135
vi	0.28836633663366334
pt	0.2848258706467662
pl	0.26282051282051283
sk	0.2532467532467532
lv	0.24738219895287958
sl	0.23841059602649006
lt	0.2292225201072386
ro	0.22506738544474394
nl	0.222972972972973
es	0.21232876712328766
ca	0.20907840440165062
fr	0.20798898071625344
de	0.203601108033241
tr	0.1958041958041958
it	0.1935483870967742
yo	0.19241573033707865
az	0.19127988748241914
sv	0.1843971631205674
sq	0.11128284389489954
is	0.10990712074303406
eu	0.1043613707165109
et	0.09305993690851734
ms	0.09305993690851734

reliable

true

passes

true