Run: 2026-02-20-01KHY7RRDENKTF71Z961TD5CTE

Run Details

Model:: Grok 4 Fast
Test:: Language Writing
Scenario:: Character dialogue (Spanish) in a story
Duration:: 8.8s
Cost:: $0.000574
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="Maria">
Maria is a 30-year old college student on a study abroad program. Born in Spain, she is fluent in Spanish 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 Spanish, 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:

Maria 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 Spanish, and Hunter looks confused.

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

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

Maria: "..."
Hunter: "..."

Model response

Maria: *sitting at an outdoor café table in Alborn's town square, fiddling with her camera lens, lost in thought. She looks up as Hunter approaches, his badge glinting in the afternoon sun.*

Hunter: Excuse me, ma'am. I'm Detective Hunter with the Alborn PD. Mind if I ask you a few questions? We're looking into that disturbance at the apple festival last night—folks reported some kind of scuffle near the cider tent. You were there taking photos, right? Saw anything out of the ordinary?

Maria: *eyes widening, she clutches her camera tighter, her voice trembling as she responds in rapid, agitated Spanish, gesturing vaguely toward the festival grounds in the distance* ¡Dios mío! Sí, estuve allí... Vi a un hombre alto, con capucha, arrastrando algo... o alguien... hacia los árboles. Parecía que luchaba. Estaba tan oscuro, y yo solo quería capturar las luces de los faroles, pero... ¡fue horrible! ¿Y si fue uno de esos desaparecidos que mencionan en el periódico?

Hunter: *blinking in confusion, scratching his head as he tries to parse her words, speaking slowly and louder, as if volume will bridge the gap* Uh... lo siento? English? You saw a guy? Hood? Trees? Look, if you witnessed something, I need details. Was it around 10 PM? Near the east side?

Maria: *shaking her head frantically, more distressed now, pointing at her camera and mimicking dragging motions with her hands, her Spanish pouring out faster* No, no entiendo... ¡Por favor! El hombre... él gritó algo, pero no lo oí bien. Corrí, pero mi foto... mira, está borrosa, pero se ve la sombra. ¿La policía no ha encontrado a la chica que faltaba? ¡Tengo miedo! Alborn parece tan tranquilo, pero...

Hunter: *frowning deeply, pulling out his notebook anyway and jotting down fragmented notes, gesturing for her to slow down* Whoa, slow down. Foto? You got a picture? Shadow... girl missing? Okay, that's helpful. Can you show me? *He leans in, trying to peek at her camera screen, but they're both gesturing awkwardly.* Alright, miss, if you could just... describe it again? Tall guy, hood—got it. We'll figure this out.

Maria: *nodding vigorously but still shaken, flipping open her camera to show a blurry night shot, speaking softer now in Spanish with halting attempts at English words she's picked up* Sí, photo... hombre alto. Hood. Drag... arrastra. Missing girl... chica desaparecida. *She points at the screen insistently.* ¿Ayuda? Please, detective...

Hunter: *squinting at the image, nodding thoughtfully despite the language wall* Yeah, that could be something. Blurry, but... we'll get it enhanced. Thanks for this. If you remember more—

*Hunter's phone buzzes loudly in his pocket. He checks it, his expression hardening.*

Hunter: Damn. Duty calls. *He stands, handing her a card.* Call this number if anything else comes to mind. And stick around town—might need a translator next time. Stay safe.

Maria: *watching him go, murmuring worriedly in Spanish* Adiós... Cuidado...

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 Alborn PD. Mind if I ask you a few questions? We're looking into that disturbance at the apple festival last night—folks reported some kind of scuffle near the cider tent. You were there taking photos, right? Saw anything out of the ordinary?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.7793942284760315
tl	0.5964223385689355
fr	0.5380774032459426
no	0.45700029351335486
it	0.44544364508393286
nl	0.4309443248231313
de	0.41988084038883655
pt	0.40800000000000003
es	0.40743113388853297
sv	0.40071266601878847
da	0.396016976820111
ro	0.396016976820111
sq	0.386604774535809
ca	0.35359888190076866
cs	0.2965779467680608
hr	0.2815533980582524
ms	0.27987543791358505
sl	0.2759295499021526
et	0.23836969946480036
yo	0.23204649232046493
sk	0.19565217391304346
lt	0.18430335097001763
pl	0.17777777777777778
hu	0.1696588868940754
is	0.16478555304740408
tr	0.16327453640886475
az	0.14746543778801846
fi	0.1318629751290474
lv	0.12612187057156352
eu	0.075
vi	0.0670700958144226
hi	0.039958484691229895
be	0.03645833333333333
uk	0.032932566649242025

reliable

true

passes

true

name

"Maria"

dialogue

"¡Dios mío! Sí, estuve allí... Vi a un hombre alto, con capucha, arrastrando algo... o alguien... hacia los árboles. Parecía que luchaba. Estaba tan oscuro, y yo solo quería capturar las luces de los faroles, pero... ¡fue horrible! ¿Y si fue uno de esos desaparecidos que mencionan en el periódico?"

detectedLang

"es"

heavyLang

"es"

scores

es	0.7942844434560213
ca	0.6381771953843145
pt	0.5993069092484298
it	0.5157068062827225
fr	0.45071258907363415
tl	0.4358035986581275
ro	0.4295405488744989
en	0.354050279329609
yo	0.3465206640762981
no	0.312778603268945
sv	0.312778603268945
eu	0.3055555555555556
ms	0.28377855207123504
sq	0.25970388155262103
da	0.2522231204527081
sk	0.24827305973181632
nl	0.22948771345272803
lv	0.22561741314357475
sl	0.22072451558550968
tr	0.21576939381093682
lt	0.21477079796264856
cs	0.19001751313485116
vi	0.17741218319253002
pl	0.17631344612644703
et	0.17336907953529937
is	0.1718889883616831
hu	0.1696588868940754
fi	0.16891284815813118
hr	0.1318629751290474
az	0.1139846743295019
de	0.10281280310378274

reliable

true

passes

true

name

"Hunter"

dialogue

"Uh... lo siento? English? You saw a guy? Hood? Trees? Look, if you witnessed something, I need details. Was it around 10 PM? Near the east side?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.7936392328235008
tl	0.536279323513366
es	0.44115713346482577
yo	0.419002050580998
pt	0.4064245810055866
it	0.40559440559440557
no	0.39155332856120256
ca	0.38226744186046513
da	0.37774524158125916
sv	0.37591776798825255
ms	0.3545937737281701
sq	0.33645589383294305
nl	0.3338557993730407
lt	0.3285939968404423
cs	0.32486100079428115
de	0.3178170144462279
hr	0.3111831442463533
et	0.3004115226337448
ro	0.29867986798679863
fr	0.2910758965804838
sk	0.26406926406926406
pl	0.21369102682701202
vi	0.2085661080074488
hu	0.20782851817334574
lv	0.2048643592142189
tr	0.19659735349716445
fi	0.15
is	0.13967611336032387
az	0.1353001017293998
hi	0.09766454352441614
sl	0.09574468085106383
be	0.07608695652173912
eu	0.07608695652173912
uk	0.06900328587075576

reliable

true

passes

true

name

"Maria"

dialogue

"No, no entiendo... ¡Por favor! El hombre... él gritó algo, pero no lo oí bien. Corrí, pero mi foto... mira, está borrosa, pero se ve la sombra. ¿La policía no ha encontrado a la chica que faltaba? ¡Tengo miedo! Alborn parece tan tranquilo, pero..."

detectedLang

"es"

heavyLang

"es"

scores

es	0.7908717346639272
pt	0.6692200557103064
ca	0.6371275783040489
it	0.5850320326150262
fr	0.5293923381770145
ro	0.43227091633466136
tl	0.39695302581464237
en	0.391025641025641
cs	0.3769129864451246
sl	0.35079726651480636
no	0.34210526315789475
hr	0.33997220935618344
sq	0.33286516853932585
sk	0.33098591549295775
hu	0.3099273607748184
tr	0.30758017492711365
yo	0.3062317429406037
lv	0.2945544554455446
nl	0.28678678678678676
eu	0.28211586901763225
sv	0.2770167427701674
pl	0.2515756302521009
da	0.2408098028769313
et	0.23469387755102045
fi	0.22847861396859775
lt	0.22680412371134018
ms	0.21832144816236973
vi	0.18941979522184302
az	0.1700640652300524
de	0.16274970622796708
is	0.11490683229813664

reliable

true

passes

true

name

"Hunter"

dialogue

"Whoa, slow down. Foto? You got a picture? Shadow... girl missing? Okay, that's helpful. Can you show me? Alright, miss, if you could just... describe it again? Tall guy, hood—got it. We'll figure this out."

detectedLang

"en"

heavyLang

"en"

scores

en	0.7729618163054696
tl	0.5202791103358047
fr	0.42074776197998953
nl	0.40796555435952636
es	0.3767705382436261
pt	0.3533215755437978
ca	0.3525603296056504
it	0.3381468110709988
sq	0.3349455864570738
ro	0.3251533742331288
no	0.29891650732950925
da	0.27821522309711283
de	0.2744063324538259
et	0.25876010781671155
sv	0.24709103353867218
yo	0.23611111111111113
sl	0.2334494773519164
fi	0.22261484098939932
cs	0.19649379108838566
hr	0.18938835666912307
ms	0.18938835666912307
is	0.1710625470987189
lv	0.16603487490523125
az	0.16158536585365854
sk	0.15708812260536398
pl	0.13249211356466878
hu	0.12420382165605094
tr	0.12280701754385964
lt	0.06937394247038917
eu	0.05982905982905983
vi	0.05982905982905983

reliable

true

passes

true

name

"Maria"

dialogue

"Sí, photo... hombre alto. Hood. Drag... arrastra. Missing girl... chica desaparecida. ¿Ayuda? Please, detective..."

detectedLang

"es"

heavyLang

"en"

scores

es	0.7015915119363396
en	0.6531346351490237
pt	0.5667522464698331
ca	0.5344827586206896
tl	0.5083758193736344
fr	0.48591012947448586
it	0.46086261980830673
ro	0.41760138050043144
da	0.3515850144092219
sv	0.3515850144092219
nl	0.31955645161290325
no	0.3091095189355169
cs	0.3019648397104447
sq	0.3019648397104447
sk	0.24412094064949608
is	0.23814898419864558
eu	0.22945205479452058
sl	0.22413793103448276
ms	0.21693735498839908
de	0.18772563176895307
yo	0.17982989064398544
hr	0.16149068322981366
pl	0.15940224159402241
fi	0.10358565737051792
hi	0.10239361702127658
tr	0.10239361702127658
az	0.08783783783783784
et	0.08783783783783784
lv	0.08038147138964578

reliable

true

passes

true

name

"Hunter"

dialogue

"Yeah, that could be something. Blurry, but... we'll get it enhanced. Thanks for this. If you remember more—"

detectedLang

"en"

heavyLang

"en"

scores

en	0.8101952277657266
tl	0.5215311004784688
fr	0.37163375224416517
yo	0.3488372093023256
no	0.32038834951456313
da	0.31305201177625125
nl	0.2985971943887776
hu	0.29577464788732394
is	0.26624737945492666
ms	0.2639327024185068
pt	0.2639327024185068
sv	0.2631578947368421
sl	0.23580786026200873
de	0.1822429906542056
vi	0.17159763313609466
sk	0.15458937198067632
lt	0.13793103448275862
lv	0.10941475826972011
sq	0.10941475826972011
cs	0.10025706940874037
es	0.10025706940874037
et	0.10025706940874037
hr	0.10025706940874037
ca	0.0990990990990991

reliable

true

passes

true

name

"Hunter"

dialogue

"Damn. Duty calls. Call this number if anything else comes to mind. And stick around town—might need a translator next time. Stay safe."

detectedLang

"en"

heavyLang

"en"

scores

en	0.8054029304029304
tl	0.5963912630579297
et	0.43029490616621985
de	0.4256756756756757
pt	0.40056417489421725
no	0.38804895608351336
da	0.38450398262128893
yo	0.3813682678311499
ca	0.37037037037037035
hr	0.33903576982892686
es	0.32965299684542587
nl	0.32324840764331214
ro	0.32270916334661354
sl	0.3167202572347267
sk	0.3134087237479806
pl	0.30725346373268136
lv	0.2992580379225062
sv	0.2981007431874484
ms	0.2928452579034942
hu	0.28148774302620455
cs	0.2747440273037543
sq	0.2728828058169376
fr	0.24174843889384479
lt	0.22937443336355398
it	0.18111753371868977
vi	0.15674603174603174
is	0.15590863952333664
tr	0.1414141414141414
eu	0.1388044579533941
az	0.1317671092951992
fi	0.06900328587075576

reliable

true

passes

true

name

"Maria"

dialogue

"Adiós... Cuidado..."

detectedLang

"pt"

heavyLang

"es"

scores

pt	0.6987951807228916
es	0.6923076923076923
hu	0.5708154506437768
ca	0.5

reliable

true

passes

true