Run: 2026-03-12-01KKHYZGNCDEF26CKVEJ42KQ3M

Run Details

Model:: Grok 4.20 (Beta)
Test:: Language Writing
Scenario:: Character dialogue (French) in a story
Duration:: 3.5s
Cost:: $0.003134
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**

Marie sat at a small wrought-iron table outside the cozy café on Main Street, the golden autumn light filtering through the changing leaves. Her camera rested in her lap as she scrolled through the day’s photos, her brow furrowed in concentration. The quiet of Alborn, MN, felt deceptively peaceful.

Hunter approached with his usual purposeful stride, his leather jacket creaking slightly. He stopped beside her table.

**Voice Sheet**

Marie: "..."

Hunter: "Excuse me, miss. I’m Detective Hunter with the Alborn police. Mind if I ask you a few questions about the big town meeting last Thursday? The one where the mayor announced the latest disappearance?"

Marie: "Attends... Je... je ne comprends pas. C’était horrible... tout le monde criait, et puis... la femme a simplement disparu après. J’ai vu quelque chose avec mon appareil, mais je ne sais pas quoi. J’ai peur... très peur."

Hunter: "..."

Marie: "S’il vous plaît, je ne parle pas anglais. Je suis désolée... Je veux aider, mais... tout est confus dans ma tête."

Hunter: "Right. I... don’t speak French. You saw something? With your camera? Look, I’m not trying to scare you, but anything you remember could help us find these people before—"

Marie: "Non, non... pas la police... pas encore. J’ai pris des photos, oui, mais elles sont... étranges. Je ne peux pas expliquer. J’ai vu une ombre près des pommiers..."

Hunter: "I’m getting about one word in ten here. Shadow? Apples? Damn it. Look, miss, I need to—"

Marie’s voice trembled as she continued in rapid French, clearly upset: "Je ne veux pas être la prochaine. Cet endroit... il y a quelque chose qui ne va pas. Les arbres... ils murmurent la nuit."

Hunter rubbed the back of his neck, visibly frustrated by the language barrier, his no-nonsense expression softening slightly with concern.

At that moment, Hunter’s phone rang sharply. He glanced at the screen, his face hardening again.

Hunter: "I’ve gotta take this. Stay safe, miss. We’ll... figure this out somehow."

He gave her a nod and strode away, answering the call as he went.

Marie watched him leave, clutching her camera tightly, her hands still shaking.

Evaluation details

Result

Evaluator

Details

Meta Data

100.00%

Parse dialogue

n/a

dialogue

name	"Marie"
dialogue	"..."
detectedLang	""
heavyLang	""
scores
reliable	false
passes	true

name

"Hunter"

dialogue

"Excuse me, miss. I’m Detective Hunter with the Alborn police. Mind if I ask you a few questions about the big town meeting last Thursday? The one where the mayor announced the latest disappearance?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.8013090229079008
tl	0.6319284064665127
fr	0.5137299771167049
it	0.47724477244772445
nl	0.4613434727503169
da	0.41352345906163757
no	0.4033692091717361
ro	0.4011272898074213
es	0.3965925224798864
pt	0.39458689458689455
sq	0.3864292589027912
sv	0.37713727405959935
ca	0.3631368631368631
hr	0.3541033434650456
de	0.3531202435312024
et	0.34648898001025114
cs	0.3328100470957614
ms	0.33176100628930816
sl	0.2932372505543237
pl	0.2743312464428002
sk	0.2468989958653278
hu	0.2323901264298615
yo	0.22586520947176683
tr	0.17900837089504185
lt	0.15394824153948242
fi	0.14829659318637273
lv	0.14829659318637273
is	0.1431451612903226
az	0.14025623735670936
eu	0.11396803335649758
hi	0.10337552742616034
vi	0.09446022727272727
be	0.05204460966542751
uk	0.04708520179372198

reliable

true

passes

true

name

"Marie"

dialogue

"Attends... Je... je ne comprends pas. C’était horrible... tout le monde criait, et puis... la femme a simplement disparu après. J’ai vu quelque chose avec mon appareil, mais je ne sais pas quoi. J’ai peur... très peur."

detectedLang

"fr"

heavyLang

"fr"

scores

fr	0.8091603053435115
it	0.570476858345021
ca	0.5192307692307693
en	0.5135027799841144
es	0.4703847816688284
ro	0.4411496350364963
pt	0.4240714621532675
nl	0.38565697091273826
tl	0.3381955699621826
sq	0.32469680264608597
sl	0.3186874304783093
yo	0.3133408071748879
da	0.30239179954441914
hr	0.2995997712978845
no	0.29759174311926606
hu	0.2959770114942529
sk	0.2877906976744186
cs	0.2869615832363213
de	0.26690604428485937
lt	0.23197492163009403
pl	0.17674731182795697
eu	0.1700542005420054
lv	0.1689280868385346
fi	0.16609938733832538
et	0.1522491349480969
ms	0.15166204986149584
sv	0.14035087719298248
tr	0.12249283667621777
is	0.11743515850144091
vi	0.1116751269035533
az	0.0979381443298969
hi	0.059861857252494245

reliable

true

passes

true

name	"Hunter"
dialogue	"..."
detectedLang	""
heavyLang	""
scores
reliable	false
passes	true

name

"Marie"

dialogue

"S’il vous plaît, je ne parle pas anglais. Je suis désolée... Je veux aider, mais... tout est confus dans ma tête."

detectedLang

"fr"

heavyLang

"fr"

scores

fr	0.8117773595052434
ca	0.4883040935672514
ro	0.4590417310664606
sq	0.4290375203915171
sl	0.4266994266994267
lt	0.41077441077441074
it	0.40119760479041916
nl	0.3794326241134752
cs	0.34701492537313433
sk	0.3445692883895131
hr	0.3314231136580707
pt	0.328214971209213
en	0.3076162215628091
pl	0.27461139896373055
lv	0.2677824267782427
es	0.2631578947368421
tl	0.2576882290562036
da	0.25611052072263546
yo	0.25611052072263546
hu	0.24812030075187969
de	0.24324324324324328
tr	0.24078091106290672
ms	0.2324561403508772
et	0.18887601390498263
no	0.16765755053507728
az	0.16567342073897498
sv	0.16267942583732056
fi	0.1116751269035533
vi	0.10025706940874037

reliable

true

passes

true

name

"Hunter"

dialogue

"Right. I... don’t speak French. You saw something? With your camera? Look, I’m not trying to scare you, but anything you remember could help us find these people before—"

detectedLang

"en"

heavyLang

"en"

scores

en	0.8249522597071929
tl	0.6327212020033389
da	0.3760635280771412
it	0.37034917000572415
no	0.3475682087781732
ms	0.34484812388326386
yo	0.3068683049779458
fr	0.29032258064516125
sv	0.28848641655886154
ro	0.28617780661907855
de	0.2632283991962492
es	0.2413793103448276
sq	0.2329149232914923
sk	0.23184357541899442
hu	0.22535211267605632
ca	0.22261484098939932
cs	0.22206506364922204
nl	0.19236417033773862
pl	0.19177075679647318
hr	0.1881918819188192
sl	0.18458117123795403
pt	0.18276374442793464
is	0.16476841305998483
lv	0.14396887159533073
lt	0.13180741910023677
tr	0.1185897435897436
et	0.11361804995970992
be	0.05982905982905983
az	0.05417024935511608
uk	0.05417024935511608
vi	0.05417024935511608

reliable

true

passes

true

name

"Marie"

dialogue

"Non, non... pas la police... pas encore. J’ai pris des photos, oui, mais elles sont... étranges. Je ne peux pas expliquer. J’ai vu une ombre près des pommiers..."

detectedLang

"fr"

heavyLang

"fr"

scores

fr	0.8149671052631579
ca	0.592391304347826
en	0.49209932279909707
it	0.45255474452554745
pt	0.4485294117647059
es	0.44581280788177335
nl	0.4106090373280943
ro	0.40672379696769945
de	0.4051553205551884
da	0.37931034482758624
sl	0.3736951983298539
sq	0.35064935064935066
no	0.33774834437086093
hr	0.3343195266272189
sv	0.3258426966292135
tl	0.3176648976497347
cs	0.3135011441647597
et	0.29411764705882354
lt	0.2907801418439716
lv	0.2724333063864187
sk	0.25124792013311154
hu	0.23728813559322032
pl	0.225473321858864
yo	0.22077922077922074
eu	0.16743755781683625
fi	0.16044776119402984
ms	0.15572232645403375
tr	0.15572232645403375
vi	0.08536585365853659
hi	0.07881269191402251
az	0.07692307692307693

reliable

true

passes

true

name

"Hunter"

dialogue

"I’m getting about one word in ten here. Shadow? Apples? Damn it. Look, miss, I need to—"

detectedLang

"en"

heavyLang

"en"

scores

en	0.8100828729281769
tl	0.6048850574712644
pl	0.4958753437213565
it	0.4821092278719397
nl	0.434737923946557
hr	0.4264859228362878
sv	0.4204425711275026
yo	0.4136460554371002
no	0.3806306306306307
cs	0.3785310734463277
sq	0.367816091954023
sk	0.3552168815943728
de	0.35370152761457113
ro	0.35217903415783275
sl	0.3333333333333333
lv	0.33008526187576126
lt	0.3226600985221675
da	0.3064312736443884
ca	0.28104575163398693
et	0.26861702127659576
fr	0.24242424242424243
ms	0.23184357541899442
az	0.2109038737446198
pt	0.207492795389049
is	0.2005813953488372
es	0.1185897435897436
be	0.11290322580645161
tr	0.11290322580645161
hu	0.1085899513776337
uk	0.10277324632952692
vi	0.10277324632952692

reliable

true

passes

true

name

"Marie"

dialogue

"Je ne veux pas être la prochaine. Cet endroit... il y a quelque chose qui ne va pas. Les arbres... ils murmurent la nuit."

detectedLang

"fr"

heavyLang

"fr"

scores

fr	0.8174738379167681
ca	0.6435361216730039
it	0.5543672014260249
ro	0.5353159851301116
es	0.5309568480300189
en	0.4592645998558039
hr	0.3842364532019704
no	0.37810945273631835
sq	0.3775933609958506
sl	0.375
nl	0.36921783010933557
cs	0.3686868686868687
yo	0.33274021352313166
pl	0.33095450490633366
lt	0.3206521739130435
sk	0.31066176470588236
de	0.2857142857142857
pt	0.2857142857142857
tr	0.2537313432835821
vi	0.251497005988024
lv	0.24849699398797598
hu	0.24089068825910928
fi	0.23155737704918034
tl	0.2227979274611399
az	0.19786096256684493
et	0.17035398230088497
sv	0.1657397107897664
ms	0.1638795986622074
da	0.1610738255033557
is	0.09090909090909091
eu	0.08536585365853659

reliable

true

passes

true

name

"Hunter"

dialogue

"I’ve gotta take this. Stay safe, miss. We’ll... figure this out somehow."

detectedLang

"en"

heavyLang

"en"

scores

en	0.7848305540613233
tl	0.5444191343963554
it	0.4002998500749625
es	0.2687385740402194
fr	0.2687385740402194
pt	0.2687385740402194
ro	0.2687385740402194
fi	0.21875
hu	0.2125984251968504
sl	0.16317991631799164
ca	0.16142557651991615
sq	0.16142557651991615
sv	0.16142557651991615
da	0.14712153518123666
de	0.14712153518123666
no	0.14712153518123666

reliable

true

passes

true