Run: 2026-03-12-01KKHZCFG1C38H25BYXT1MGA3G

Run Details

Model:: Grok 4.20 (Beta, Reasoning)
Test:: Language Writing
Scenario:: Character dialogue (Italian) in a story
Duration:: 17.6s
Cost:: $0.024931
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="Isabella">
Isabella is a 30-year old college student on a study abroad program. Born in Italy, she is fluent in Italian 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 Italian, 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:

Isabella 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 Italian, and Hunter looks confused.

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

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

Isabella: "..."
Hunter: "..."

Model response

**Scene**

In the cozy warmth of "The Apple Grove Cafe" in Alborn, Minnesota, the scent of cinnamon pastries and fresh cider lingered in the air. Isabella, a 30-year-old Italian exchange student, sat near the window with her camera, quietly reviewing golden-hour shots of the town's rolling orchards. Her expression was peaceful until a tall, stern man in a leather jacket approached her table.

Hunter, the no-nonsense detective investigating the recent string of disappearances, had noticed her taking photographs near the apple festival the previous day. He stopped in front of her, his marine-trained posture straight and serious. Isabella looked up, clearly troubled.

They struggled to communicate for several minutes, the language barrier creating visible frustration on Hunter’s face and deepening anxiety on Isabella’s. Eventually, Hunter’s phone rang. He glanced at the screen, muttered an apology, and quickly left the cafe.

**Voice Sheet**

Hunter: "Excuse me, ma'am. I'm Detective Hunter. I need to ask you about the disappearance at the apple festival yesterday. Did you see anything unusual?"

Isabella: "Era terribile! Ho visto un uomo vicino agli alberi di mele... c'è stato un rumore strano e poi è sparito nel nulla! Sono ancora tutta scossa, non riesco a calmarmi!"

Hunter: "I... don't understand a word you're saying. Do you speak English? English? The disappearance—did you see it?"

Isabella: "Non parlo inglese, mi dispiace! Ho paura... La mia macchina fotografica ha scattato delle foto, ma non so cosa mostrano esattamente. Era lì e poi non c'era più!"

Hunter: "This is frustrating. If you witnessed something related to the missing people, I need details. Can you understand anything I'm saying?"

Isabella: "Forse dovrei mostrare le foto alla polizia... ma non so come fare qui. Questo posto mi spaventa adesso!"

Hunter: "Alright, never mind. I think we’re not getting anywhere without a translator. Thank you for your time."

Isabella: "Aspetti! Le mie foto... potrebbe essere importante!"

Hunter: "Sorry, I have to take this. It's the station."

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. I need to ask you about the disappearance at the apple festival yesterday. Did you see anything unusual?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.7787108488424875
tl	0.5418233082706767
no	0.5058286872782565
fr	0.4950802692905231
da	0.4833068362480127
nl	0.47297297297297297
it	0.46808510638297873
sq	0.45101351351351354
es	0.43641618497109824
et	0.41581785500299584
pt	0.40293937538273117
ms	0.4011056511056511
cs	0.3962848297213622
sl	0.375
ca	0.3741976893453145
hr	0.3737957610789981
sv	0.35855263157894735
ro	0.34738955823293177
de	0.3191340782122905
yo	0.2857142857142857
sk	0.2809734513274336
pl	0.2494226327944573
lt	0.23107255520504733
lv	0.20278004905968927
az	0.15657439446366783
fi	0.12398921832884095
hu	0.12082957619477006
tr	0.11684782608695651
be	0.06698564593301436
is	0.06069364161849711
uk	0.06069364161849711
vi	0.06069364161849711

reliable

true

passes

true

name

"Isabella"

dialogue

"Era terribile! Ho visto un uomo vicino agli alberi di mele... c'è stato un rumore strano e poi è sparito nel nulla! Sono ancora tutta scossa, non riesco a calmarmi!"

detectedLang

"it"

heavyLang

"it"

scores

it	0.8052622468409208
es	0.5241116751269036
pt	0.46504992867332384
fr	0.45678416224046353
en	0.44306930693069313
ca	0.4230769230769231
ro	0.4137571651902032
fi	0.39581095596133187
no	0.38254665203073546
yo	0.37395659432387307
lt	0.35270425776754893
sq	0.34478741991846246
de	0.33667452830188677
da	0.33510638297872336
sl	0.33115338882282996
ms	0.32432432432432434
tl	0.3194192377495462
lv	0.3098159509202454
sv	0.3029739776951673
hr	0.30254184748915064
et	0.294228356336261
sk	0.2902208201892744
cs	0.2875237492083597
nl	0.2723156532988357
az	0.258893280632411
pl	0.25595238095238093
hu	0.25447316103379725
is	0.2419137466307278
tr	0.1906474820143885
eu	0.17883211678832117
vi	0.12925696594427244

reliable

true

passes

true

name

"Hunter"

dialogue

"I... don't understand a word you're saying. Do you speak English? English? The disappearance—did you see it?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.8158640226628895
no	0.5350500715307582
tl	0.5340501792114696
da	0.5272727272727272
cs	0.47958366693354687
sv	0.46369636963696376
sq	0.45652173913043476
yo	0.4472789115646259
hr	0.4357638888888889
nl	0.4328097731239092
sk	0.4257950530035336
pl	0.41016333938294003
de	0.37799043062200954
it	0.3725868725868726
ro	0.3658536585365854
fr	0.36336924583741426
pt	0.35323383084577115
ms	0.3236212278876171
et	0.3128964059196617
ca	0.29653679653679654
sl	0.29577464788732394
tr	0.2753623188405797
vi	0.27293064876957496
hu	0.2554410080183276
lv	0.2520138089758343
is	0.2459396751740139
es	0.23076923076923078
lt	0.18238993710691823
az	0.1698595146871009
be	0.09722222222222222
eu	0.09722222222222222
fi	0.08835904628330996
uk	0.08835904628330996

reliable

true

passes

true

name

"Isabella"

dialogue

"Non parlo inglese, mi dispiace! Ho paura... La mia macchina fotografica ha scattato delle foto, ma non so cosa mostrano esattamente. Era lì e poi non c'era più!"

detectedLang

"it"

heavyLang

"it"

scores

it	0.8078237102835667
es	0.6048472075869336
ca	0.5400654129190515
pt	0.520460358056266
ro	0.512987012987013
fr	0.4950628366247756
sk	0.49415467625899284
no	0.4837081229921983
de	0.4496086105675147
en	0.43524096385542166
sl	0.41709844559585496
sq	0.40975865687303253
cs	0.39156300703082747
hr	0.3811881188118812
et	0.3784530386740331
pl	0.3774211400110681
yo	0.37569367369589346
tl	0.3604320636725412
hu	0.33862433862433866
da	0.33510638297872336
nl	0.32432432432432434
sv	0.30683918669131244
lt	0.29555416405760804
eu	0.29066834804539726
fi	0.2593811718235681
tr	0.2569352708058124
lv	0.2474916387959866
ms	0.23365122615803816
vi	0.1883116883116883
az	0.14578587699316628
is	0.05620805369127517

reliable

true

passes

true

name

"Hunter"

dialogue

"This is frustrating. If you witnessed something related to the missing people, I need details. Can you understand anything I'm saying?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.8158670033670034
tl	0.6033544877606528
no	0.5323356493853554
nl	0.5239390642002176
da	0.5179063360881543
sv	0.50199203187251
de	0.4071815718157181
cs	0.37275985663082434
is	0.37050359712230213
hr	0.36594202898550726
sq	0.3613138686131387
ca	0.3570903747244673
pl	0.34701492537313433
it	0.34358589647411847
yo	0.3401206636500754
fr	0.3340943683409437
ro	0.3330792682926829
pt	0.3269230769230769
sk	0.3217054263565891
lt	0.2988782051282051
ms	0.28977272727272724
et	0.2827868852459016
tr	0.26035502958579887
es	0.24828178694158076
az	0.23178226514486389
lv	0.22083704363312553
hu	0.20164233576642335
sl	0.17061611374407584
fi	0.15865384615384615
hi	0.10531697341513294
be	0.07407407407407407
eu	0.06716417910447761
uk	0.06716417910447761
vi	0.06716417910447761

reliable

true

passes

true

name

"Isabella"

dialogue

"Forse dovrei mostrare le foto alla polizia... ma non so come fare qui. Questo posto mi spaventa adesso!"

detectedLang

"it"

heavyLang

"it"

scores

it	0.798154555940023
pt	0.5965417867435159
es	0.5686999383857055
fr	0.5589161940768745
sl	0.5512820512820513
ro	0.5504174694926139
en	0.5339547270306259
sk	0.5225102319236016
hr	0.5221843003412969
no	0.5128740431454419
ca	0.4740796393688956
cs	0.4728915662650602
tl	0.47049924357034795
pl	0.4142259414225941
sv	0.40119760479041916
da	0.3843447669305189
et	0.38271604938271603
hu	0.375
yo	0.37163375224416517
de	0.36823104693140796
lt	0.3536472760849492
sq	0.34579439252336447
nl	0.3371212121212121
eu	0.28205128205128205
lv	0.24731182795698922
tr	0.22822491730981256
is	0.2222222222222222
vi	0.20182440136830104
ms	0.17355371900826447
fi	0.16963226571767495
az	0.1606714628297362

reliable

true

passes

true

name

"Hunter"

dialogue

"Alright, never mind. I think we’re not getting anywhere without a translator. Thank you for your time."

detectedLang

"en"

heavyLang

"en"

scores

en	0.8131340096102511
tl	0.6100278551532032
no	0.538866930171278
da	0.5121951219512195
nl	0.45736434108527135
pt	0.45736434108527135
hr	0.4290375203915171
sv	0.41126997476871324
it	0.40170940170940167
ro	0.3949870354364737
de	0.38217122683142096
sq	0.381078691423519
hu	0.3670886075949367
cs	0.3482309124767225
pl	0.3445692883895131
vi	0.3433395872420263
sk	0.3371212121212121
ms	0.3346007604562738
ca	0.33269780743565297
fr	0.3288590604026846
et	0.3230174081237911
tr	0.29149797570850206
lt	0.2907801418439716
sl	0.2893401015228426
yo	0.2857142857142857
lv	0.28205128205128205
is	0.23329682365826945
es	0.2299229922992299
az	0.21524663677130043
eu	0.16367980884109917
be	0.09090909090909091
fi	0.08256880733944955
uk	0.08256880733944955

reliable

true

passes

true

name

"Isabella"

dialogue

"Aspetti! Le mie foto... potrebbe essere importante!"

detectedLang

"it"

heavyLang

"it"

scores

it	0.8188405797101449
ro	0.6942615239887111
fr	0.6497844827586207
es	0.6360582306830908
pt	0.6247113163972287
ca	0.5479833101529903
en	0.5083207261724659
de	0.4992295839753467
no	0.4897959183673469
sl	0.48899371069182396
tl	0.44821731748726656
yo	0.4257950530035336
sq	0.4133574007220217
da	0.40693430656934304
sk	0.35770750988142297
hr	0.34210526315789475
pl	0.3380855397148676
tr	0.3257261410788381
cs	0.30406852248394006
hu	0.2316784869976359
fi	0.2111650485436893
ms	0.19753086419753088
is	0.19154228855721395
sv	0.1709183673469388
lv	0.16237113402061853
nl	0.16237113402061853
et	0.15364583333333331

reliable

true

passes

true

name

"Hunter"

dialogue

"Sorry, I have to take this. It's the station."

detectedLang

"en"

heavyLang

"en"

scores

en	0.8328267477203647
tl	0.7274529236868187
da	0.7039827771797632
no	0.647887323943662
yo	0.6391076115485563
sv	0.5907738095238095
pl	0.5409015025041736
hr	0.5362563237774031
it	0.5362563237774031
cs	0.5209059233449477
fr	0.5132743362831859
sq	0.5036101083032491
sk	0.4888475836431227
sl	0.4878957169459963
lv	0.47418738049713194
lt	0.46808510638297873
nl	0.45652173913043476
de	0.4073275862068965
ro	0.3778280542986425
ca	0.3341404358353511
ms	0.3325242718446602
tr	0.3193069306930693
az	0.314214463840399
et	0.30730478589420657
pt	0.26666666666666666
fi	0.22969187675070027
zh	0.21875
be	0.20289855072463767
hu	0.19590643274853803
is	0.1863905325443787
uk	0.1863905325443787
vi	0.1863905325443787

reliable

true

passes

true