Run: 2026-05-10-01KR93JKEJBS453NFSC3DKVXXQ

Run Details

Model:: Gemma 4 31B (Reasoning)
Test:: Language Writing
Scenario:: Character dialogue (Spanish) in a story
Duration:: 1m 7s
Cost:: $0.000577
Provider:: DeepInfra

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

Hunter: "Excuse me. Ma'am? I'm Detective Hunter. You're the exchange student from the university, right?"

Maria: "¿Perdone? No... no entiendo. ¿Quién es usted?"

Hunter: "Look, I'll keep this brief. I'm investigating the disappearance of a local girl. You're always carrying that camera—were you taking landscapes near the north orchards last night around ten?"

Maria: (Her voice trembling) "¡Sí! ¡Estaba allí! Vi algo... algo horrible. Había un hombre, y una mujer... ¡la estaba obligando a subir a un coche!"

Hunter: (Frowning) "I have no idea what you just said. Do you speak English? Even a little bit?"

Maria: (Gesturing frantically toward her camera) "¡Aquí! ¡Mire! ¡Tengo las fotos! ¡Vi al hombre! ¡Tengo que mostrarle esto ahora mismo!"

Hunter: "Slow down. I don't speak Spanish, and you clearly don't speak English. Are you trying to tell me you saw something? Yes or no?"

Maria: (Tearfully) "¡Sí! ¡Sí! ¡Por favor, escúcheme! ¡Es peligroso! ¡Ese hombre es un monstruo!"

Hunter: (Sighing, rubbing his temple) "Great. Just great. I can't tell if you're a witness or if you're having a panic attack. Look, just stay here. I'll see if I can find someone at the station who can translate."

Maria: (Desperate) "¡No me deje! ¡Él podría estar mirando! ¡Necesito ayuda!"

Hunter: (Phone rings; he answers) "Hunter here. What? A second sighting near the mill? I'm on my way. I'll be there in five."

Hunter: (To Maria) "Sorry, kid. Duty calls. Don't leave town."

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. You're the exchange student from the university, right?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.7795414462081128
tl	0.6410109132682367
fr	0.6029224904701398
no	0.5871862615587847
nl	0.5451237263464338
da	0.5268735806207419
sq	0.5139968895800934
de	0.48937908496732024
ro	0.48559670781893005
it	0.44836716681376876
sv	0.4292237442922375
pt	0.4281793229643184
ca	0.42075996292863765
es	0.4030563514804203
yo	0.38665358194308147
ms	0.36612576064908725
sl	0.34963579604578565
cs	0.30709534368070956
lt	0.25059952038369304
az	0.2433414043583535
lv	0.2350061199510404
sk	0.23124231242312424
et	0.20886075949367086
tr	0.19562419562419564
hr	0.18725617685305593
pl	0.17979002624671916
fi	0.10714285714285714
hu	0.08625730994152046
is	0.08625730994152046

reliable

true

passes

true

name

"Maria"

dialogue

"¿Perdone? No... no entiendo. ¿Quién es usted?"

detectedLang

"es"

heavyLang

"es"

scores

es	0.8063380281690141
ca	0.6248294679399727
pt	0.6148459383753502
en	0.5258620689655172
it	0.5089285714285715
lv	0.47718631178707227
fr	0.46911196911196906
no	0.38752783964365256
lt	0.3861607142857143
de	0.34210526315789475
eu	0.32598039215686275
hu	0.27055702917771884
ms	0.27055702917771884
hr	0.26861702127659576
da	0.25271739130434784
fi	0.2486338797814208
sk	0.2486338797814208
tr	0.24242424242424243
tl	0.22535211267605632
et	0.21875
nl	0.21875
pl	0.21428571428571427
sq	0.207492795389049

reliable

true

passes

true

name

"Hunter"

dialogue

"Look, I'll keep this brief. I'm investigating the disappearance of a local girl. You're always carrying that camera—were you taking landscapes near the north orchards last night around ten?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.7912840207046251
tl	0.6519075466443888
nl	0.5399337504600662
fr	0.4653550042771599
pt	0.43336355394378967
no	0.4292237442922375
it	0.3961352657004831
de	0.39379243452958296
ro	0.39172749391727496
es	0.3905411994149196
ca	0.3503118503118503
sv	0.32432432432432434
da	0.32249322493224936
ms	0.299719887955182
cs	0.28815489749430523
sk	0.28448769318832284
is	0.2803684513529073
yo	0.27409988385598144
sq	0.24150485436893204
hr	0.23076923076923078
sl	0.21875
et	0.21383647798742136
pl	0.20382165605095542
lt	0.19510624597553122
lv	0.14850136239782016
fi	0.1391184573002755
az	0.13073713490959665
tr	0.11535739561217269
hu	0.11095305832147938
eu	0.10968660968660969
vi	0.05303030303030303

reliable

true

passes

true

name

"Maria"

dialogue

"¡Sí! ¡Estaba allí! Vi algo... algo horrible. Había un hombre, y una mujer... ¡la estaba obligando a subir a un coche!"

detectedLang

"es"

heavyLang

"es"

scores

es	0.805230940456316
ca	0.6384297520661157
fr	0.6288441145281017
it	0.6089385474860335
ro	0.5028409090909091
tl	0.4668697638994669
pt	0.4640122511485452
yo	0.3991416309012875
en	0.3670886075949367
eu	0.34210526315789475
vi	0.3346007604562738
lv	0.3055555555555556
pl	0.2864424057084608
no	0.2857142857142857
da	0.23413566739606126
sv	0.22394678492239467
hr	0.21524663677130043
sl	0.2009132420091324
hu	0.1822429906542056
de	0.18032786885245902
sq	0.1764705882352941
cs	0.15865384615384615
sk	0.1566265060240964
lt	0.10485933503836317
tr	0.0990990990990991
is	0.0967741935483871
az	0.09090909090909091
nl	0.09090909090909091
et	0.08256880733944955
fi	0.08256880733944955
ms	0.08256880733944955

reliable

true

passes

true

name

"Hunter"

dialogue

"I have no idea what you just said. Do you speak English? Even a little bit?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.824970828471412
hr	0.5863970588235294
ca	0.5557749259624877
sv	0.5403472931562819
da	0.5292887029288702
tl	0.5287958115183247
no	0.5161290322580645
pl	0.4994438264738598
cs	0.49888641425389757
pt	0.49095022624434387
sk	0.48571428571428565
es	0.44168734491315137
et	0.43037974683544306
sq	0.4178525226390685
it	0.4155844155844156
ro	0.4007989347536618
yo	0.3869209809264305
lv	0.3697478991596639
vi	0.3515850144092219
tr	0.3430656934306569
hu	0.33135215453194655
ms	0.3202416918429003
sl	0.3181818181818182
fr	0.3001555209953344
nl	0.296875
lt	0.24369747899159663
de	0.23599320882852293
is	0.23469387755102045
az	0.22813036020583194
be	0.1346153846153846
eu	0.1346153846153846
fi	0.12280701754385964
uk	0.12280701754385964

reliable

true

passes

true

name

"Maria"

dialogue

"¡Aquí! ¡Mire! ¡Tengo las fotos! ¡Vi al hombre! ¡Tengo que mostrarle esto ahora mismo!"

detectedLang

"es"

heavyLang

"es"

scores

es	0.8054835124120044
ca	0.6873138773079214
it	0.6131171702284451
pt	0.5565878378378378
fr	0.4444444444444444
tl	0.3979357798165138
da	0.3502475247524753
nl	0.32778489116517284
lt	0.3064729194187582
sl	0.3018617021276596
hr	0.29624664879356566
eu	0.2827868852459016
is	0.2738589211618257
ms	0.2738589211618257
sv	0.2738589211618257
ro	0.26160337552742613
no	0.2605633802816902
sq	0.24242424242424243
hu	0.23020527859237538
cs	0.21875
en	0.2128935532233883
sk	0.2081447963800905
de	0.2033383915022762
lv	0.2033383915022762
vi	0.16
tr	0.11764705882352942
et	0.10714285714285714
az	0.10102739726027396
pl	0.10102739726027396

reliable

true

passes

true

name

"Hunter"

dialogue

"Slow down. I don't speak Spanish, and you clearly don't speak English. Are you trying to tell me you saw something? Yes or no?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.8222447943118334
tl	0.5376486129458389
no	0.4631901840490798
hr	0.3794326241134752
ro	0.35779816513761464
da	0.3554327808471455
sq	0.3408662900188324
pl	0.32432432432432434
ms	0.3230174081237911
yo	0.3157380254154448
es	0.31170108161258603
lv	0.3110236220472441
cs	0.30966469428007887
pt	0.3027888446215139
sk	0.2964824120603015
sv	0.29292929292929293
it	0.28205128205128205
ca	0.2805755395683453
sl	0.2299229922992299
fr	0.19447640966628307
lt	0.19261822376009227
nl	0.1898148148148148
de	0.18414918414918416
et	0.18414918414918416
tr	0.18414918414918416
hu	0.16467780429594273
fi	0.0967741935483871
be	0.09090909090909091
az	0.08256880733944955
is	0.08256880733944955
uk	0.08256880733944955
vi	0.08256880733944955

reliable

true

passes

true

name

"Maria"

dialogue

"¡Sí! ¡Sí! ¡Por favor, escúcheme! ¡Es peligroso! ¡Ese hombre es un monstruo!"

detectedLang

"es"

heavyLang

"es"

scores

es	0.7744360902255639
ca	0.6500777604976672
fr	0.5346432264736298
pt	0.5033112582781457
it	0.48156682027649766
ro	0.3967828418230563
lv	0.3894165535956581
sq	0.3644067796610169
yo	0.36079545454545453
en	0.35437589670014347
de	0.31402439024390244
tl	0.296875
lt	0.2549668874172185
da	0.2214532871972318
no	0.2214532871972318
sl	0.2214532871972318
hu	0.1847826086956522
fi	0.17883211678832117
ms	0.14611005692599618
nl	0.1262135922330097
sv	0.1262135922330097
cs	0.12280701754385964
hr	0.12280701754385964

reliable

true

passes

true

name

"Hunter"

dialogue

"Great. Just great. I can't tell if you're a witness or if you're having a panic attack. Look, just stay here. I'll see if I can find someone at the station who can translate."

detectedLang

"en"

heavyLang

"en"

scores

en	0.8115705846404563
tl	0.5492202729044834
sv	0.49259462424574874
da	0.4897959183673469
no	0.4776962168266516
fr	0.4134432466708941
ca	0.40051847051198963
ro	0.3825100133511349
it	0.3804420629604822
cs	0.3660041124057573
sq	0.3611878453038674
et	0.3580846634281749
yo	0.336441893830703
pl	0.33405327573794097
nl	0.3330930064888248
hr	0.32824981844589685
de	0.3008314436885865
pt	0.2976461655277145
tr	0.2722265932336742
lv	0.26761678543151224
az	0.26412092283214
sk	0.2594075260208166
es	0.2367986798679868
lt	0.2367986798679868
ms	0.21875
hu	0.19425087108013936
vi	0.19284467713787085
sl	0.1864555848724714
fi	0.13551401869158877
is	0.12982126058325494
eu	0.1290018832391714
zh	0.07684630738522955
be	0.07035175879396985
uk	0.06376518218623482

reliable

true

passes

true

name

"Maria"

dialogue

"¡No me deje! ¡Él podría estar mirando! ¡Necesito ayuda!"

detectedLang

"es"

heavyLang

"es"

scores

es	0.81089258698941
pt	0.6783876500857633
ca	0.6615523465703971
it	0.5928338762214984
en	0.49528936742934054
hr	0.4427934621099554
no	0.416796267496112
tl	0.38825448613376834
sq	0.37395659432387307
ro	0.33745583038869253
sl	0.3267504488330341
yo	0.3169398907103825
sk	0.3055555555555556
is	0.3029739776951673
pl	0.2964352720450282
lv	0.258893280632411
eu	0.23155737704918034
et	0.20212765957446807
fr	0.19527896995708155
tr	0.19006479481641467
ms	0.1830065359477124
nl	0.1830065359477124
sv	0.1758241758241758
fi	0.16666666666666666
cs	0.1648106904231626
de	0.1591928251121076

reliable

true

passes

true

name

"Hunter"

dialogue

"Hunter here. What? A second sighting near the mill? I'm on my way. I'll be there in five."

detectedLang

"en"

heavyLang

"en"

scores

en	0.8148148148148148
tl	0.5790629575402635
nl	0.5381526104417671
de	0.4933920704845815
fr	0.4866071428571428
it	0.4734432234432235
yo	0.46461824953445063
ro	0.45600756859035
sv	0.40904419321685515
sq	0.40228690228690234
ms	0.3889479277364506
pl	0.3882978723404255
no	0.36252771618625274
sl	0.3451025056947608
ca	0.33831990794016115
cs	0.33755760368663595
sk	0.3360277136258661
hu	0.32193396226415094
pt	0.31952662721893493
hr	0.31710213776722085
da	0.2874845105328377
et	0.27398989898989895
fi	0.2703045685279188
lt	0.25227568270481143
az	0.21124828532235942
is	0.20689655172413793
tr	0.19127988748241914
es	0.18670438472418668
hi	0.1274658573596358
eu	0.10852713178294573
lv	0.10852713178294573
vi	0.10852713178294573

reliable

true

passes

true

name

"Hunter"

dialogue

"Sorry, kid. Duty calls. Don't leave town."

detectedLang

"en"

heavyLang

"en"

scores

en	0.7591943957968477
de	0.39159292035398224
it	0.26666666666666666
pt	0.26666666666666666
tl	0.26666666666666666
es	0.25474254742547425
ca	0.24242424242424243

reliable

true

passes

true