Run: 2026-03-12-01KKHZGMZ83FKYJB0TYSFWVJCV

Run Details

Model:: Grok 4.20 (Beta)
Test:: Language Writing
Scenario:: Character dialogue (Hindi) in a story
Duration:: 2.5s
Cost:: $0.002957
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="Selvi">
Selvi is a 30-year old college student on a study abroad program. Born in India, she is fluent in Hindi 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 Hindi, 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:

Selvi 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 Hindi, and Hunter looks confused.

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

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

Selvi: "..."
Hunter: "..."

Model response

**Scene**

The small café in Alborn, MN smelled of fresh apple cider and warm pastries. Selvi sat alone at a corner table near the window, her DSLR camera resting on the wooden surface. She slowly scrolled through the photos she had taken that morning—golden autumn leaves, the old covered bridge, the quiet river—hoping the peaceful images would calm her racing heart. Her fingers trembled slightly as she zoomed in on one particular shot.

The bell above the door jingled. Hunter, dressed in a dark jacket with a badge clipped to his belt, scanned the room before his gaze settled on the young woman with the camera. He walked over with purposeful steps.

**Voice Sheet**

Selvi: “...”

Hunter: “Excuse me, ma’am. I’m Detective Hunter with the county sheriff’s office. I was told you were near the old mill yesterday afternoon. Did you see or hear anything unusual? Anything at all that might help with the disappearance of the Peterson boy?”

Selvi: “...”

Hunter: “...”

Selvi: “...”

Hunter: “I’m sorry, I don’t understand. Do you speak English? English? Can you tell me what you saw? In English?”

Selvi: “...”

Hunter: “...”

Selvi: “...”

Hunter: “Okay… that’s Hindi, right? I don’t speak a word of it. This is a problem.”

Selvi: “...”

Hunter: “...”

Selvi: “...”

Hunter: “Look, I can see you’re shaken. Something scared you. If you could just write it down or find someone who can translate—wait, hold on.”

Hunter’s phone began to ring loudly. He glanced at the screen, his expression tightening.

Hunter: “This is Hunter… Yeah. I’m on my way.”

He looked back at Selvi, clearly frustrated by the language barrier.

Hunter: “I have to go. But please… if you remember anything, or if you can find someone who speaks English, come find me at the station. Stay safe.”

Selvi: “...”

Hunter gave her a short nod, then turned and strode quickly out of the café, the bell jingling behind him once more.

Selvi stared after him, her hands still gripping the camera tightly, the troubling image still glowing on its small screen.

Evaluation details

Result

Evaluator

Details

Meta Data

100.00%

Parse dialogue

n/a

dialogue

name	"Selvi"
dialogue	"“...”"
detectedLang	""
heavyLang	""
scores
reliable	false
passes	true

name

"Hunter"

dialogue

"“Excuse me, ma’am. I’m Detective Hunter with the county sheriff’s office. I was told you were near the old mill yesterday afternoon. Did you see or hear anything unusual? Anything at all that might help with the disappearance of the Peterson boy?”"

detectedLang

"en"

heavyLang

"en"

scores

en	0.791231732776618
tl	0.6311777723137447
no	0.5052770448548813
nl	0.44629014396456257
da	0.4228549442093113
fr	0.38042131350681535
de	0.3786246893123446
sq	0.3786246893123446
sv	0.3359893758300133
pt	0.313815187557182
it	0.3020009306654258
et	0.2829827915869981
es	0.27466150870406186
ms	0.2690058479532163
yo	0.25999013320177605
ro	0.2416582406471183
ca	0.23430321592649314
sl	0.19224555735056545
cs	0.17672886937431392
sk	0.16060436485730276
hr	0.1501416430594901
is	0.1294254207777133
tr	0.07918968692449356
pl	0.07749077490774908
fi	0.047619047619047616
be	0.0445859872611465
hu	0.042756860242501596
az	0.04030710172744722
lt	0.04030710172744722
lv	0.04030710172744722
uk	0.04030710172744722
vi	0.04030710172744722

reliable

true

passes

true

name	"Selvi"
dialogue	"“...”"
detectedLang	""
heavyLang	""
scores
reliable	false
passes	true

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

name	"Selvi"
dialogue	"“...”"
detectedLang	""
heavyLang	""
scores
reliable	false
passes	true

name

"Hunter"

dialogue

"“I’m sorry, I don’t understand. Do you speak English? English? Can you tell me what you saw? In English?”"

detectedLang

"en"

heavyLang

"en"

scores

en	0.8124786907603136
tl	0.6118560338743825
no	0.5278969957081545
sv	0.4897959183673469
da	0.4821092278719397
it	0.4455645161290322
pl	0.4393476044852191
nl	0.4318181818181818
de	0.42827442827442824
cs	0.42105263157894735
sq	0.4204425711275026
ro	0.4073275862068965
sl	0.39692982456140347
pt	0.38478747203579416
hr	0.37570942111237227
ms	0.37570942111237227
sk	0.3475682087781732
yo	0.3150684931506849
az	0.289405684754522
ca	0.28104575163398693
vi	0.2403314917127072
et	0.2231638418079096
tr	0.2109038737446198
is	0.19941775836972345
es	0.15644171779141106
fr	0.1419656786271451
fi	0.12
be	0.11290322580645161
hu	0.1085899513776337
lt	0.10277324632952692
lv	0.10277324632952692
uk	0.10277324632952692

reliable

true

passes

true

name	"Selvi"
dialogue	"“...”"
detectedLang	""
heavyLang	""
scores
reliable	false
passes	true

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

name	"Selvi"
dialogue	"“...”"
detectedLang	""
heavyLang	""
scores
reliable	false
passes	true

name

"Hunter"

dialogue

"“Okay… that’s Hindi, right? I don’t speak a word of it. This is a problem.”"

detectedLang

"en"

heavyLang

"en"

scores

en	0.8138957816377173
tl	0.739454094292804
yo	0.5287253141831239
sq	0.5098039215686274
nl	0.5018975332068311
no	0.4980879541108987
it	0.4961612284069098
hu	0.45595854922279794
da	0.45426195426195426
is	0.44267515923566875
hr	0.4360902255639098
pl	0.421806167400881
de	0.41731409544950054
sv	0.4094488188976378
ca	0.39724454649827784
cs	0.37796208530805686
ro	0.37275985663082434
lv	0.358974358974359
et	0.3574051407588739
az	0.34944237918215615
sk	0.34701492537313433
fr	0.33375634517766495
sl	0.3027888446215139
lt	0.2905405405405405
pt	0.28765264586160105
tr	0.2857142857142857
es	0.284741144414169
vi	0.20212765957446807
hi	0.12935323383084577
be	0.11764705882352942
eu	0.11764705882352942
fi	0.10714285714285714
ms	0.10714285714285714
uk	0.10714285714285714

reliable

true

passes

true

name	"Selvi"
dialogue	"“...”"
detectedLang	""
heavyLang	""
scores
reliable	false
passes	true

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

name	"Selvi"
dialogue	"“...”"
detectedLang	""
heavyLang	""
scores
reliable	false
passes	true

name

"Hunter"

dialogue

"“Look, I can see you’re shaken. Something scared you. If you could just write it down or find someone who can translate—wait, hold on.”"

detectedLang

"en"

heavyLang

"en"

scores

en	0.8255813953488372
tl	0.4704749679075738
et	0.4368600682593857
sv	0.3707093821510297
ca	0.3609604957397366
fr	0.35344827586206895
ro	0.33894230769230765
da	0.3341404358353511
it	0.3336025848142165
no	0.3159203980099502
hr	0.3067226890756302
cs	0.2775831873905429
sk	0.26141450313339304
sq	0.26141450313339304
pl	0.25339366515837103
yo	0.22389463781749766
lv	0.207492795389049
tr	0.20289855072463767
lt	0.19668938656280427
az	0.1943359375
nl	0.18397626112759644
pt	0.1607324516785351
es	0.15816326530612246
vi	0.15471311475409835
fi	0.15384615384615385
ms	0.1424116424116424
sl	0.13702928870292888
hi	0.0924092409240924
be	0.0782122905027933
de	0.07511210762331838
eu	0.07511210762331838
hu	0.07511210762331838
is	0.07094594594594594
uk	0.07094594594594594

reliable

true

passes

true

name

"Hunter"

dialogue

"“This is Hunter… Yeah. I’m on my way.”"

detectedLang

"en"

heavyLang

"en"

scores

en	0.8185776487663279
tl	0.6782496782496783
nl	0.4703389830508474
yo	0.43820224719101125
fr	0.419953596287703
pl	0.4131455399061033
cs	0.39172749391727496
sk	0.39172749391727496
ca	0.3872549019607844
et	0.3811881188118812
hu	0.3811881188118812
fi	0.375
is	0.2690058479532163
de	0.26035502958579887
hr	0.26035502958579887
hi	0.251497005988024
da	0.24698795180722888
no	0.2378048780487805
sv	0.21875
it	0.20127795527156547
pt	0.20127795527156547
ms	0.19093851132686085
ro	0.19093851132686085
sl	0.19093851132686085
sq	0.19093851132686085
tr	0.19093851132686085

reliable

true

passes

true

name

"Hunter"

dialogue

"“I have to go. But please… if you remember anything, or if you can find someone who speaks English, come find me at the station. Stay safe.”"

detectedLang

"en"

heavyLang

"en"

scores

en	0.828838174273859
tl	0.6260199456029013
da	0.5845921450151057
no	0.5491803278688524
yo	0.47718631178707227
sv	0.46567357512953367
fr	0.4395380434782608
ms	0.39737034331628923
sq	0.389792899408284
nl	0.3778280542986425
it	0.35797665369649806
et	0.34471803018268465
pl	0.3436754176610978
de	0.3357487922705314
sl	0.32653061224489793
sk	0.321546052631579
hr	0.32098765432098764
cs	0.3136439267886855
ro	0.2912371134020619
lv	0.23112767940354148
hu	0.2282507015902713
lt	0.22680412371134018
is	0.20825335892514396
ca	0.20673076923076925
tr	0.19980601357904945
az	0.19747081712062256
es	0.1791044776119403
pt	0.16750756811301715
fi	0.159877800407332
zh	0.08536585365853659
be	0.0782122905027933
uk	0.07094594594594594
vi	0.07094594594594594

reliable

true

passes

true

name	"Selvi"
dialogue	"“...”"
detectedLang	""
heavyLang	""
scores
reliable	false
passes	true