Run: 2026-02-08-01KGYZ2K1RDYVZJ5B50MKJBG9J

Run Details

Model:: Z.AI GLM 4.5
Test:: Language Writing
Scenario:: Character dialogue (Italian) in a story
Duration:: 10.7s
Cost:: $0.001309
Provider:: Novita

Evaluation summary

Score	Evaluator	Details Link
91.67%	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: [Muttering to herself in Italian while examining her camera] "Perfetta... la luce è perfetta oggi."

Hunter: [Approaching her table] "Excuse me, miss. I'm Detective Hunter with the Alborn Police Department. I'm investigating some recent events in town and was hoping you might have seen something unusual yesterday evening near the old mill."

Isabella: [Looking up, startled] "Io... io non capisco. Non parlo inglese." [She looks troubled and begins to shake slightly]

Hunter: [Confused] "Ma'am? I don't understand what you're saying. Do you speak English at all?"

Isabella: [Speaking rapidly in Italian, voice trembling] "Ho visto qualcosa... qualcosa di spaventoso. Un uomo, ha trascinato una borsa grande nel bosco. Era buio, ma ho visto con il mio teleobiettivo dalla mia finestra." [She gestures animatedly, looking increasingly distressed]

Hunter: [Holding up his hands to calm her] "Whoa, slow down. I can't understand you. Are you a tourist? Do you have identification?"

Isabella: [Frustrated and scared, switching to broken English with a heavy Italian accent] "No... no understand. I... studente. Italia. Foto!" [She points to her camera]

Hunter: [Sighing, frustrated by the communication barrier] "Look, I don't have time for this. There's been another disappearance, and I need information. Did you see anything unusual or not?"

Isabella: [Eyes widening with fear, responding in Italian] "Sparizioni? Oh mio Dio, è per questo che sono qui? Sì, ho visto qualcosa. Un uomo con un cappuccio scuro. Era vicino al fiume ieri sera. Era con una donna, e poi... lei non c'era più." [She makes a disappearing gesture with her hands]

Hunter: [Pulling out his phone as it rings] "Just a minute... Hunter here." [Listens intently] "Another one? When? ...Alright, I'm on my way." [Ends call and looks back at Isabella] "I'm sorry, I have to go. There's been an emergency. Please, stay in town. I'll find someone who can translate."

Isabella: [Reaching out to grab his arm, speaking desperately in Italian] "Aspetti! Per favore, ascoltami! Potrebbe essere in pericolo! Ho le prove!" [She points to her camera again]

Hunter: [Gently removing her hand] "I'm sorry, I really have to go. We'll talk later, with a translator." [Hurries out of the cafe]
```

Evaluation details

Result

Evaluator

Details

Meta Data

91.67%

Parse dialogue

n/a

dialogue

name

"Isabella"

dialogue

"Perfetta... la luce è perfetta oggi."

detectedLang

"it"

heavyLang

"it"

scores

it	0.8322147651006712
ca	0.6464646464646464
es	0.5813397129186603
fr	0.5742092457420924
yo	0.5679012345679012
ro	0.5668316831683169
sv	0.4942196531791907
sq	0.4582043343653251
tl	0.45652173913043476
is	0.4336569579288026
fi	0.38162544169611307
en	0.32432432432432434
no	0.32432432432432434
vi	0.32432432432432434
da	0.2857142857142857
de	0.2857142857142857
pt	0.2857142857142857
nl	0.2647058823529412
tr	0.2647058823529412

reliable

true

passes

true

name

"Hunter"

dialogue

"Excuse me, miss. I'm Detective Hunter with the Alborn Police Department. I'm investigating some recent events in town and was hoping you might have seen something unusual yesterday evening near the old mill."

detectedLang

"en"

heavyLang

"en"

scores

en	0.7924128948225334
tl	0.6490503715937241
nl	0.5524745524745525
fr	0.5146555005709935
ro	0.5092378752886837
pt	0.47831423895253683
sv	0.4691923397169026
da	0.4645107097858043
no	0.4645107097858043
it	0.4390673119225693
de	0.42489851150202973
ms	0.42176870748299317
ca	0.41833941605839414
es	0.40503966402239855
sl	0.36058174523570713
sq	0.358974358974359
cs	0.3444730077120822
hr	0.3070652173913043
yo	0.28890128276631344
sk	0.284913067863152
et	0.27680090754395914
az	0.242874109263658
lt	0.21296296296296297
pl	0.19456727732154136
lv	0.16721097322011758
is	0.16283650689428758
fi	0.14601473543201607
hu	0.09766454352441614
tr	0.09317211948790896
eu	0.06866325785244703

reliable

true

passes

true

name

"Isabella"

dialogue

"Io... io non capisco. Non parlo inglese."

detectedLang

"it"

heavyLang

"it"

scores

it	0.8073217726396917
es	0.6845425867507886
pt	0.6153846153846154
fr	0.5726495726495726
en	0.54337899543379
yo	0.494949494949495
ca	0.44751381215469616
ro	0.44751381215469616
tl	0.42528735632183906
et	0.4117647058823529
eu	0.30313588850174217
az	0.25925925925925924
sk	0.25925925925925924
hu	0.250936329588015
pl	0.250936329588015
cs	0.23954372623574144
de	0.23954372623574144
hr	0.23954372623574144
lt	0.23954372623574144
ms	0.23954372623574144
nl	0.23954372623574144
sl	0.23954372623574144
da	0.2277992277992278
lv	0.2277992277992278
no	0.2277992277992278
sq	0.2277992277992278
sv	0.2277992277992278
tr	0.2277992277992278

reliable

true

passes

true

name

"Hunter"

dialogue

"Ma'am? I don't understand what you're saying. Do you speak English at all?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.8043964232488823
no	0.5914396887159533
da	0.5668316831683169
tl	0.5625
sv	0.4842829076620825
cs	0.4324324324324324
pl	0.3979357798165138
de	0.39095127610208813
hr	0.38668224299065423
sq	0.38089622641509435
sk	0.3581907090464548
ro	0.3101182654402102
it	0.26264044943820225
nl	0.2532005689900427
vi	0.24892703862660948
tr	0.2446043165467626
yo	0.2391304347826087
pt	0.2290748898678414
et	0.22337278106508876
ca	0.2081447963800905
is	0.20694864048338368
sl	0.18604651162790697
ms	0.12060301507537688
be	0.11764705882352942
hu	0.11317567567567569
az	0.10714285714285714
lt	0.10714285714285714
lv	0.10714285714285714
uk	0.10714285714285714

reliable

true

passes

true

name

"Isabella"

dialogue

"Ho visto qualcosa... qualcosa di spaventoso. Un uomo, ha trascinato una borsa grande nel bosco. Era buio, ma ho visto con il mio teleobiettivo dalla mia finestra."

detectedLang

"it"

heavyLang

"it"

scores

it	0.8004390341249251
es	0.6370235934664247
ca	0.5991983967935872
pt	0.5136186770428015
ro	0.47943779281624155
fr	0.4603345925526173
no	0.45054945054945056
da	0.37694704049844235
sk	0.375
tl	0.36386768447837153
pl	0.3564993564993565
sq	0.3476842791911285
sv	0.3394980184940555
nl	0.3328885923949299
yo	0.3084370677731674
en	0.27166788055353236
cs	0.27060539752005836
lt	0.2690058479532163
ms	0.2690058479532163
lv	0.2673992673992674
tr	0.2587101556708673
et	0.24357034795764
vi	0.23430321592649314
de	0.22118380062305293
sl	0.21935987509758004
hu	0.21813917122752147
fi	0.21752738654147105
hr	0.21383647798742136
is	0.1823385118560916
az	0.15754001684919966
eu	0.13644214162348878

reliable

true

passes

true

name

"Hunter"

dialogue

"Whoa, slow down. I can't understand you. Are you a tourist? Do you have identification?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.800834597875569
da	0.6564136125654451
sv	0.5879120879120879
ro	0.5846518987341772
no	0.5776347546259051
fr	0.5717781402936378
de	0.5679012345679012
cs	0.5295698924731184
tl	0.5295698924731184
pt	0.506578947368421
sq	0.5014245014245015
hr	0.4878048780487805
ca	0.48173741362290223
sk	0.47864945382323737
nl	0.4712990936555891
yo	0.46428571428571425
it	0.4637385086823289
pl	0.4626407369498465
es	0.39999999999999997
sl	0.39236111111111116
is	0.3558282208588957
vi	0.31729518855656696
hu	0.2981283422459893
et	0.29340511440107675
tr	0.29245283018867924
fi	0.2164179104477612
lt	0.2164179104477612
az	0.20212765957446807
lv	0.20212765957446807
ms	0.18856259659969088
zh	0.12790697674418602
be	0.11764705882352942
eu	0.11764705882352942
uk	0.10714285714285714

reliable

true

passes

true

name

"Isabella"

dialogue

"No... no understand. I... studente. Italia. Foto!"

detectedLang

"no"

heavyLang

"en"

scores

no	0.7803514376996805
da	0.7365900383141762
en	0.736084452975048
it	0.7199592668024439
ro	0.6849942726231385
sv	0.6613300492610839
de	0.6583850931677018
nl	0.6579601990049752
pt	0.6536523929471032
sk	0.6527777777777778
es	0.6523388116308471
hr	0.6442432082794307
sq	0.6419270833333334
ca	0.6248294679399727
cs	0.6201657458563536
tl	0.6159217877094972
pl	0.597953216374269
lv	0.5889387144992526
lt	0.5513866231647635
fr	0.5053956834532374
yo	0.4607843137254902
tr	0.4410569105691057
sl	0.42827442827442824
et	0.40217391304347827
is	0.3325242718446602
fi	0.3193069306930693
ms	0.3193069306930693
az	0.30730478589420657
eu	0.22096317280453256
be	0.20289855072463767
hu	0.19590643274853803
uk	0.1863905325443787
vi	0.1863905325443787

reliable

true

passes

false

name

"Hunter"

dialogue

"Look, I don't have time for this. There's been another disappearance, and I need information. Did you see anything unusual or not?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.8256182625237792
tl	0.6157428970656731
da	0.5511425462459195
fr	0.44630872483221473
no	0.4368600682593857
et	0.4206460674157303
de	0.3906942392909897
sq	0.374051593323217
sv	0.367816091954023
pt	0.36194895591647336
nl	0.35546874999999994
hr	0.33841218925421007
yo	0.3352135374697824
it	0.3270799347471452
cs	0.32377049180327866
es	0.32377049180327866
ms	0.27695004382120947
ca	0.25675675675675674
pl	0.25541516245487367
sk	0.24657534246575344
ro	0.22096317280453256
tr	0.2090124640460211
lt	0.20289855072463767
lv	0.19902912621359223
sl	0.18958742632612968
az	0.1863905325443787
eu	0.1397288842544317
hu	0.13612565445026178
fi	0.09040793825799338
zh	0.08536585365853659
be	0.0782122905027933
is	0.07094594594594594
uk	0.07094594594594594
vi	0.07094594594594594

reliable

true

passes

true

name

"Isabella"

dialogue

"Sparizioni? Oh mio Dio, è per questo che sono qui? Sì, ho visto qualcosa. Un uomo con un cappuccio scuro. Era vicino al fiume ieri sera. Era con una donna, e poi... lei non c'era più."

detectedLang

"it"

heavyLang

"it"

scores

it	0.8115680812715059
es	0.5170096598068039
ca	0.5114698385726423
ro	0.46361940298507465
fr	0.44684944684944683
pt	0.40506983962752197
en	0.33526011560693636
yo	0.31384248210023863
de	0.29012345679012347
lt	0.2780916509730069
no	0.2647058823529412
nl	0.2585428755641522
da	0.2551813471502591
eu	0.2498369210697978
sq	0.23486360612109117
tl	0.21928038017651053
lv	0.20798898071625344
sk	0.1958041958041958
hr	0.18957011980267793
ms	0.18899858956276447
fi	0.18785310734463279
et	0.184975194897236
cs	0.18207681365576103
sl	0.1797432239657632
sv	0.1678726483357453
is	0.15874177029992684
vi	0.10226385636221702
pl	0.06655844155844157
hu	0.06275468622656886
tr	0.05737704918032788
az	0.05193734542456719

reliable

true

passes

true

name

"Hunter"

dialogue

"I'm sorry, I have to go. There's been an emergency. Please, stay in town. I'll find someone who can translate."

detectedLang

"en"

heavyLang

"en"

scores

en	0.8153034300791557
tl	0.5241332426920462
it	0.4856722997795738
da	0.4728915662650602
pl	0.46524064171123
ro	0.45987654320987653
yo	0.40828402366863903
de	0.38704028021015763
hr	0.3595608417200366
no	0.358974358974359
pt	0.3230174081237911
sl	0.3230174081237911
es	0.30417495029821073
sv	0.3027888446215139
cs	0.2964824120603015
nl	0.29577464788732394
ca	0.29292929292929293
az	0.28789420142421157
tr	0.2864424057084608
sk	0.27611168562564636
vi	0.27083333333333337
lv	0.2647058823529412
fr	0.25133689839572193
lt	0.2505353319057816
ms	0.23413566739606126
sq	0.2273730684326711
eu	0.19632606199770378
et	0.1484184914841849
be	0.09090909090909091
hu	0.08735332464146023
is	0.08256880733944955
uk	0.08256880733944955

reliable

true

passes

true

name

"Isabella"

dialogue

"Aspetti! Per favore, ascoltami! Potrebbe essere in pericolo! Ho le prove!"

detectedLang

"it"

heavyLang

"it"

scores

it	0.8098515030785948
ro	0.6244635193133047
ca	0.5846518987341772
en	0.570727718724448
sl	0.5287253141831239
fr	0.5028409090909091
no	0.4760479041916168
de	0.470766129032258
nl	0.4570837642192347
sk	0.45595854922279794
es	0.4414893617021277
hr	0.43790149892933616
sv	0.42560175054704596
sq	0.4160177975528365
pt	0.41471571906354515
cs	0.3951612903225807
yo	0.38524590163934425
pl	0.34782608695652173
da	0.34210526315789475
ms	0.3110236220472441
lt	0.3101182654402102
tl	0.2866847826086956
fi	0.23020527859237538
lv	0.20574886535552195
tr	0.20574886535552195
hu	0.15730337078651685
az	0.13793103448275862
is	0.12790697674418602
et	0.10102739726027396

reliable

true

passes

true

name

"Hunter"

dialogue

"I'm sorry, I really have to go. We'll talk later, with a translator."

detectedLang

"en"

heavyLang

"en"

scores

en	0.7930283224400871
tl	0.6694502435629784
pl	0.6135069161920261
da	0.6087314662273476
no	0.5573159366262814
hr	0.5383867832847424
pt	0.5301681503461919
cs	0.5077720207253886
it	0.5015739769150053
nl	0.496288441145281
ro	0.4946808510638298
sk	0.49414270500532487
sq	0.4710467706013363
ca	0.4698660714285714
de	0.4692737430167597
yo	0.4692737430167597
sv	0.46145124716553293
sl	0.4533947065592635
lv	0.4476744186046512
lt	0.44379391100702575
ms	0.4025157232704403
es	0.3807040417209909
fr	0.3606998654104979
az	0.3493150684931507
et	0.34119278779472956
hu	0.31948424068767906
vi	0.31752873563218387
tr	0.3065693430656934
is	0.22512234910277326
eu	0.2238562091503268
hi	0.13793103448275862
be	0.12844036697247707
fi	0.1171003717472119
uk	0.1171003717472119

reliable

true

passes

true