Run: 2026-04-24-01KQ06YZJKTDS827D078W9WABX

Run Details

Model:: Z.AI GLM 5.1
Test:: Language Writing
Scenario:: Character dialogue (Italian) in a story
Duration:: 32.9s
Cost:: $0.004968
Provider:: Venice

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

Isabella: *stares at the photos on her camera, murmuring softly* "Non posso credere che sia successo davvero..."

Hunter: *approaches the table, pulling out a chair* "Mind if I sit? I'm Detective Hunter, Alborn PD. I'd like to ask you a few questions about what happened at the orchard two nights ago."

Isabella: *looks up, eyes wide and red-rimmed* "L'orto? Io... io non so nulla. Ero solo lì per le foto. Le mele, il tramonto... Poi quell'uomo, lui—" *her hands tremble slightly* "Lui ha preso quella donna. L'ho visto!"

Hunter: *furrows brow, leaning forward* "Ma'am, I'm gonna need you to slow down. I don't understand a word you're saying. Do you speak English?"

Isabella: *shakes her head quickly, speaking faster* "No inglese! Io non parlo inglese! Per favore, mi deve credere. L'ho visto trascinarla via. Verso il fienile abbandonato. C'era qualcosa... qualcosa nei suoi occhi. Non umano!"

Hunter: *rubs temple, frustrated* "The orchard—can you just... point? Show me what you saw?" *gestures toward the camera*

Isabella: *clutches the camera protectively, then hesitates* "Le foto... sì, le foto. Guardi." *scrolls through and turns the screen toward him* "Qui. Questo uomo. Guardi!"

Hunter: *takes the camera carefully, squinting at the image* "This shadow here—that's the man you saw? Can you tell me which direction he went?"

Isabella: *points emphatically toward the east* "Verso est. Dietro il fienile rosso. La donna piangeva, ma poi... silenzio. Tutto è diventato silenzio." *wraps arms around herself* "Ho troppa paura per tornare."

Hunter: *pulls out a notepad, trying to piece together her gestures* "East, behind the red barn. Okay, I think I'm getting—"

*phone buzzes sharply*

Hunter: *glances at the screen, jaw tightening* "I have to take this. Yeah? ...When? ...I'll be right there." *stands abruptly, looking back at Isabella* "Don't leave town. I'll find someone who speaks... we're not done here."

Isabella: *nods, wiping at her eyes* "Per favore, trovi quella donna. La prego."

Hunter: *pauses, catching the desperation in her tone even if not the words* "Yeah. I will." *exits quickly, phone already at his ear*

Evaluation details

Result

Evaluator

Details

Meta Data

100.00%

Parse dialogue

n/a

dialogue

name

"Isabella"

dialogue

"Non posso credere che sia successo davvero..."

detectedLang

"it"

heavyLang

"it"

scores

it	0.8370450841933732
pt	0.6539792387543253
en	0.608355091383812
fr	0.5620437956204379
ro	0.49238578680203043
da	0.46619217081850534
ca	0.4594594594594595
nl	0.39879759519038077
sv	0.3273542600896861
lv	0.2857142857142857
de	0.2555831265508685
ms	0.25
no	0.24623115577889448
eu	0.2248062015503876
tr	0.19786096256684493

reliable

true

passes

true

name

"Hunter"

dialogue

"Mind if I sit? I'm Detective Hunter, Alborn PD. I'd like to ask you a few questions about what happened at the orchard two nights ago."

detectedLang

"en"

heavyLang

"en"

scores

en	0.8030657866723441
tl	0.6157041960947237
no	0.5270961145194274
fr	0.48838495575221236
da	0.4829513694801565
it	0.4690011481056257
ca	0.41455696202531644
ro	0.4089456869009585
pt	0.37160326086956524
cs	0.358974358974359
sv	0.3580846634281749
nl	0.33881343817012155
yo	0.32727272727272727
sq	0.3203526818515797
hr	0.3193524650478293
es	0.29443173150266966
pl	0.28350116189000774
sl	0.26703645007923926
sk	0.2652899126290707
de	0.25343018563357544
hu	0.2516181229773463
lv	0.21610169491525424
lt	0.2120954003407155
et	0.1878841088674276
tr	0.18213969938107868
ms	0.17777777777777778
is	0.12982126058325494
az	0.12570888468809074
vi	0.12570888468809074
be	0.07035175879396985
eu	0.07035175879396985
fi	0.06376518218623482
uk	0.06376518218623482

reliable

true

passes

true

name

"Isabella"

dialogue

"Lui ha preso quella donna. L'ho visto!"

detectedLang

"it"

heavyLang

"it"

scores

it	0.8
es	0.6768507638072855
ca	0.6148459383753502
fr	0.6008708272859216
fi	0.5949926362297496
pt	0.5585874799357945
sv	0.5217391304347826
et	0.5089285714285715
no	0.5027124773960217
tl	0.4731800766283525
de	0.45436507936507936
ro	0.43064182194616984
sl	0.3834080717488789
sq	0.36046511627906974
sk	0.3559718969555035
da	0.3357487922705314
lv	0.32926829268292684
hu	0.30730478589420657
en	0.2445054945054945
lt	0.24242424242424243
eu	0.23822714681440443
ms	0.21428571428571427
nl	0.21428571428571427
hr	0.207492795389049
is	0.207492795389049
yo	0.1863905325443787
az	0.17664670658682635
cs	0.17664670658682635

reliable

true

passes

true

name

"Hunter"

dialogue

"Ma'am, I'm gonna need you to slow down. I don't understand a word you're saying. Do you speak English?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.7887323943661971
no	0.5101596516690856
da	0.5047688921496698
cs	0.4955156950672646
pl	0.46513470681458
tl	0.46343402225755165
hr	0.452998379254457
sk	0.45121951219512196
sv	0.41760138050043144
yo	0.3841240875912409
et	0.36320754716981135
ro	0.3571428571428572
it	0.33102081268582756
de	0.32969215491559084
sl	0.3290258449304175
sq	0.3236472945891784
pt	0.3048403707518023
ca	0.2887249736564805
lv	0.2741935483870968
lt	0.2694805194805195
nl	0.2686890574214518
tr	0.26789587852494573
vi	0.26550598476605003
hu	0.24832962138084633
is	0.23900789177001125
fi	0.20867526377491208
ms	0.16666666666666666
az	0.1646039603960396
es	0.16356877323420074
fr	0.14772727272727273
be	0.09395973154362416
eu	0.09395973154362416
uk	0.08536585365853659

reliable

true

passes

true

name

"Isabella"

dialogue

"No inglese! Io non parlo inglese! Per favore, mi deve credere. L'ho visto trascinarla via. Verso il fienile abbandonato. C'era qualcosa... qualcosa nei suoi occhi. Non umano!"

detectedLang

"it"

heavyLang

"it"

scores

it	0.7916253224846199
pt	0.5364238410596026
es	0.5333333333333334
ca	0.5051837888784166
ro	0.4626407369498465
no	0.45255474452554745
lt	0.41242305540011187
en	0.4101123595505618
fr	0.3951612903225807
tl	0.34127979924717694
nl	0.3286445012787723
az	0.3230174081237911
tr	0.3132766514061478
sq	0.3069306930693069
sk	0.30601454064771977
sl	0.3055555555555556
de	0.2866847826086956
hr	0.2778541953232462
is	0.27735719201651754
da	0.26212227687983136
pl	0.2595204513399154
sv	0.25213675213675213
hu	0.2290748898678414
cs	0.21524663677130043
lv	0.19969512195121952
et	0.18160561184723303
yo	0.16534181240063595
fi	0.07732864674868191
eu	0.07651715039577836
ms	0.05660377358490566

reliable

true

passes

true

name

"Hunter"

dialogue

"The orchard—can you just... point? Show me what you saw?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.8095238095238095
tl	0.6535796766743649
fr	0.5989304812834225
nl	0.5161290322580645
ms	0.46619217081850534
no	0.46524064171123
da	0.4350282485875706
sq	0.4296577946768061
et	0.3963782696177062
sv	0.375
pt	0.3548387096774194
ca	0.33920704845814975
yo	0.2628992628992629
es	0.2537313432835821
pl	0.23469387755102045
sl	0.22680412371134018
it	0.21052631578947367
cs	0.20634920634920634
az	0.20424403183023873
tr	0.20424403183023873
de	0.2
fi	0.2

reliable

true

passes

true

name

"Isabella"

dialogue

"Qui. Questo uomo. Guardi!"

detectedLang

"it"

heavyLang

"it"

scores

it	0.8175182481751825
fr	0.6963562753036436
pt	0.6277915632754343
es	0.5508982035928144
en	0.5481927710843374
ca	0.5468277945619335
hr	0.5468277945619335
tl	0.5253164556962026
lt	0.39999999999999997
sk	0.39271255060728744
sl	0.39271255060728744
cs	0.34782608695652173
et	0.33920704845814975

reliable

true

passes

true

name

"Hunter"

dialogue

"This shadow here—that's the man you saw? Can you tell me which direction he went?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.8214285714285714
tl	0.5891536565324569
fr	0.49849548645937813
nl	0.49849548645937813
sq	0.49238578680203043
no	0.45652173913043476
da	0.4369369369369369
sv	0.4324631101021567
es	0.40828402366863903
ca	0.3997599039615846
ms	0.3909866017052376
yo	0.3765586034912718
de	0.375
pt	0.33862433862433866
fi	0.3315508021390375
lv	0.25925925925925924
ro	0.25595238095238093
lt	0.24698795180722888
et	0.2401215805471125
it	0.2401215805471125
sl	0.2366412213740458
tr	0.21875
az	0.21383647798742136
eu	0.15966386554621848
cs	0.13494809688581316
zh	0.1334488734835355
hr	0.11190053285968028

reliable

true

passes

true

name

"Isabella"

dialogue

"Ho troppa paura per tornare."

detectedLang

"it"

heavyLang

"it"

scores

it	0.8114985862393967
ca	0.6563573883161512
no	0.6363636363636364
sv	0.6062992125984252
sq	0.5495495495495496
es	0.44598337950138506
de	0.43661971830985913
tl	0.4301994301994302
lt	0.3710691823899371
sk	0.35691318327974275
cs	0.3464052287581699
pt	0.3265993265993266
ro	0.3220338983050847
nl	0.3127147766323024
en	0.3006993006993007
hr	0.2727272727272727

reliable

true

passes

true

name

"Hunter"

dialogue

"East, behind the red barn. Okay, I think I'm getting—"

detectedLang

"en"

heavyLang

"en"

scores

en	0.8020706455542022
tl	0.6416758544652701
no	0.5619946091644205
sv	0.5504840940525588
da	0.5383522727272727
nl	0.46808510638297873
it	0.4645799011532125
hr	0.46369636963696376
is	0.3981481481481482
sq	0.39478584729981375
yo	0.3737957610789981
ms	0.34210526315789475
ro	0.3257261410788381
eu	0.30257510729613735
ca	0.29805615550755943
pl	0.2793791574279379
cs	0.24418604651162787
es	0.20537897310513448
de	0.19753086419753088
fr	0.1935483870967742
sl	0.1875
sk	0.181360201511335
be	0.17721518987341772
tr	0.17721518987341772
hu	0.1709183673469388
pt	0.1709183673469388
az	0.16237113402061853
et	0.16237113402061853
lt	0.16237113402061853
lv	0.16237113402061853
uk	0.16237113402061853
vi	0.16237113402061853

reliable

true

passes

true

name

"Hunter"

dialogue

"Don't leave town. I'll find someone who speaks... we're not done here."

detectedLang

"en"

heavyLang

"en"

scores

en	0.8147340889276373
tl	0.2951907131011609
et	0.24645390070921988
da	0.1904761904761905
sq	0.1904761904761905
es	0.1550695825049702
pt	0.1550695825049702
tr	0.1550695825049702

reliable

true

passes

true

name

"Isabella"

dialogue

"Per favore, trovi quella donna. La prego."

detectedLang

"it"

heavyLang

"it"

scores

it	0.7952218430034129
ca	0.6655518394648829
fr	0.6052631578947368
es	0.5850622406639004
ro	0.52
sq	0.5161290322580645
no	0.5024875621890548
sv	0.4614003590664273
de	0.45054945054945056
fi	0.45054945054945056
sl	0.4350282485875706
et	0.40357852882703776
sk	0.38650306748466257
pt	0.38016528925619836
hr	0.3617021276595745
en	0.34497816593886466
nl	0.34210526315789475
pl	0.29411764705882354
lt	0.2822966507177033
cs	0.25
yo	0.23469387755102045
tl	0.21875
vi	0.21875
da	0.1780821917808219

reliable

true

passes

true

name

"Hunter"

dialogue

"Yeah. I will."

detectedLang

"en"

heavyLang

"en"

scores

en	0.7603833865814696
tl	0.6710526315789473
no	0.6590909090909091
da	0.6495327102803737
hr	0.6495327102803737
ca	0.647887323943662
sv	0.647887323943662
sq	0.6411483253588517
pl	0.6268656716417911
it	0.6052631578947368
de	0.5856353591160222
cs	0.5833333333333334
ro	0.5454545454545454
yo	0.5370370370370371
sk	0.4897959183673469
be	0.4827586206896552
tr	0.4827586206896552
hu	0.471830985915493
az	0.45652173913043476
et	0.45652173913043476
is	0.45652173913043476
lt	0.45652173913043476
lv	0.45652173913043476
uk	0.45652173913043476
vi	0.45652173913043476

reliable

true

passes

true