Run: 2026-02-11-01KH7GS8G50C6WQVKWSQ6Q41T0

Run Details

Model:: Z.AI GLM 5
Test:: Language Writing
Scenario:: Character dialogue (Italian) in a story
Duration:: 1m 29s
Cost:: $0.009033
Provider:: Novita

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:** "Queste foto... non dovrebbero essere possibili. Cosa sta succedendo in questo paese?"

**Hunter:** "Excuse me, miss? I'm Detective Hunter. I need to ask you a few questions about the disturbance at the apple orchard last night. You were seen in the area."

**Isabella:** "Oh! Scusi... io non parlo inglese. Mi dispiace tanto. Era tutto così confuso, c'era la nebbia e... e quell'uomo è sparito nel nulla!"

**Hunter:** "Right. Italian. That's just great. Look, ma'am, I don't have time for a language barrier. Did you see the suspect? North exit? South exit?"

**Isabella:** "Non capisco... per favore, sto cercando di aiutare. Ho scattato una foto, guardi qui! C'è qualcosa tra gli alberi. Qualcosa che non è umano."

**Hunter:** "Are you pointing at the camera? Okay, show me the camera. Can I see the screen?"

**Isabella:** "Sì, sì, guardi. La figura scura... l'ho vista trascinare qualcosa. È stato orribile. Tremo solo a pensarci."

**Hunter:** "I see the trees in the picture, but I can't read your expressions. You look shaken up. Did you see a vehicle? A license plate? (Gestures with hands) Vroom vroom?"

**Isabella:** "No, no macchina. A piedi. È entrato nel bosco e... *puf*, sparito. Ho tanta paura. Voglio solo tornare a casa."

**Hunter:** "Okay, you're trembling. That tells me enough. You saw something bad. Look, stay here in town. Don't leave Alborn. I'll get a translator. *Stay.*"

**Isabella:** "Resto qui. Va bene. Per favore, risolva questo mistero. Non mi sento al sicuro."

**Hunter:** (Phone rings sharply) "Hunter. ... What? Another one? ... At the mill? Damn it. I'm on my way."

**Hunter:** "Ma'am, stay put. I have to go."

Evaluation details

Result

Evaluator

Details

Meta Data

100.00%

Parse dialogue

n/a

dialogue

name

"Isabella"

dialogue

"Queste foto... non dovrebbero essere possibili. Cosa sta succedendo in questo paese?"

detectedLang

"it"

heavyLang

"it"

scores

it	0.8245907116605412
pt	0.6061515378844711
en	0.5703764320785597
fr	0.5438748913987836
ro	0.541083916083916
sl	0.5386643233743409
ca	0.5196706312900274
es	0.4842829076620825
de	0.4659206510681587
tl	0.4432661717921527
hr	0.4360902255639098
nl	0.41731409544950054
sk	0.38739789964994165
da	0.38596491228070173
eu	0.35503685503685506
no	0.33962264150943394
yo	0.2827868852459016
sv	0.25426136363636365
lt	0.24132947976878616
pl	0.21875
cs	0.20933734939759033
et	0.20933734939759033
az	0.13793103448275862
ms	0.125
tr	0.125
is	0.12060301507537688
lv	0.10714285714285714

reliable

true

passes

true

name

"Hunter"

dialogue

"Excuse me, miss? I'm Detective Hunter. I need to ask you a few questions about the disturbance at the apple orchard last night. You were seen in the area."

detectedLang

"en"

heavyLang

"en"

scores

en	0.799547697368421
tl	0.6475054229934923
fr	0.6051032806804374
it	0.5598194130925508
no	0.5341614906832298
nl	0.48657187993680884
da	0.471830985915493
de	0.4657534246575343
es	0.44790486976217436
pt	0.44507683551508254
ro	0.4399770246984492
ca	0.4298245614035088
sq	0.42136498516320475
yo	0.40765492102065615
sv	0.4051250762660159
sl	0.3970315398886827
cs	0.375
hr	0.3648208469055375
pl	0.3157894736842105
et	0.3094900849858357
sk	0.2872807017543859
ms	0.26911544227886053
lv	0.2073170731707317
lt	0.2034313725490196
hu	0.18614357262103506
az	0.1820469798657718
tr	0.17442845046570704
fi	0.12398921832884095
is	0.12398921832884095
vi	0.12003610108303249
be	0.06698564593301436
eu	0.06698564593301436
uk	0.06069364161849711

reliable

true

passes

true

name

"Isabella"

dialogue

"Oh! Scusi... io non parlo inglese. Mi dispiace tanto. Era tutto così confuso, c'era la nebbia e... e quell'uomo è sparito nel nulla!"

detectedLang

"it"

heavyLang

"it"

scores

it	0.7990004345936549
es	0.5616113744075829
pt	0.490077177508269
fr	0.46469907407407407
ro	0.45652173913043476
ca	0.4523386619301362
yo	0.37373053486797564
en	0.3728813559322034
et	0.32234432234432236
de	0.3193524650478293
sq	0.31784660766961653
tl	0.2992424242424242
nl	0.25821972734562953
sk	0.25762439807383625
cs	0.23490488006617036
no	0.23490488006617036
lt	0.22980849292256453
sv	0.22916666666666666
fi	0.2154368108566582
hu	0.19844020797227038
pl	0.1970486111111111
sl	0.1935483870967742
az	0.18358340688437777
hr	0.18069087688219662
tr	0.17850799289520428
da	0.17777777777777778
lv	0.17631344612644703
eu	0.1590909090909091
is	0.13551401869158877
ms	0.12735849056603774
vi	0.08325074331020813

reliable

true

passes

true

name

"Hunter"

dialogue

"Right. Italian. That's just great. Look, ma'am, I don't have time for a language barrier. Did you see the suspect? North exit? South exit?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.8104419410745233
tl	0.6162280701754387
da	0.5285560344827587
no	0.5157719977863863
ro	0.48740480374926776
fr	0.479476502082094
pt	0.4182180851063829
yo	0.40313778990450205
sq	0.37766714082503555
ca	0.3714080459770115
sv	0.37050359712230213
et	0.35233160621761656
cs	0.3504083147735709
ms	0.33962264150943394
es	0.3340943683409437
it	0.3121069182389937
hr	0.31048069345941687
nl	0.303343949044586
de	0.29492344883158744
lt	0.23647469458987785
eu	0.22083704363312553
pl	0.20886075949367086
hu	0.20309653916211293
is	0.2023701002734731
tr	0.19056429232192415
sk	0.1875580315691736
fi	0.18376865671641793
az	0.17994376757263356
sl	0.15458937198067632
lv	0.13194444444444445
vi	0.13194444444444445
be	0.07407407407407407
uk	0.06716417910447761

reliable

true

passes

true

name

"Isabella"

dialogue

"Non capisco... per favore, sto cercando di aiutare. Ho scattato una foto, guardi qui! C'è qualcosa tra gli alberi. Qualcosa che non è umano."

detectedLang

"it"

heavyLang

"it"

scores

it	0.8223615464994775
ca	0.5769039323046291
pt	0.5523959978936283
es	0.545211342964152
tl	0.494949494949495
ro	0.4186046511627907
fr	0.41460055096418735
en	0.4064245810055866
no	0.3269992082343626
ms	0.31062449310624496
sl	0.30327868852459017
yo	0.2892976588628763
sk	0.28451178451178455
nl	0.2563429571303587
sq	0.25438596491228066
sv	0.23423423423423423
cs	0.22018348623853207
vi	0.21731123388581952
de	0.2107706592386258
hr	0.20782851817334574
da	0.19735599622285174
lt	0.19507575757575757
et	0.13793103448275862
hu	0.09381663113006397
eu	0.09284951974386339
lv	0.06900328587075576
pl	0.06900328587075576

reliable

true

passes

true

name

"Hunter"

dialogue

"Are you pointing at the camera? Okay, show me the camera. Can I see the screen?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.8054029304029304
tl	0.735202492211838
no	0.6024321796071095
ro	0.5591286307053942
nl	0.5493107104984093
it	0.5385450597176982
da	0.5240761478163494
sv	0.47073474470734744
sq	0.4585987261146497
fr	0.452319587628866
et	0.43559096945551123
ms	0.43333333333333335
ca	0.4272237196765499
es	0.39372325249643364
pt	0.3531202435312024
pl	0.33903576982892686
hr	0.3264659270998415
yo	0.3134087237479806
cs	0.30098684210526316
fi	0.2722602739726028
de	0.26343154246100525
lt	0.2595818815331011
tr	0.256993006993007
az	0.247787610619469
is	0.24511545293072823
sl	0.17153996101364524
sk	0.1448692152917505
be	0.1414141414141414
hu	0.1361788617886179
lv	0.1290983606557377
uk	0.1290983606557377
vi	0.1290983606557377

reliable

true

passes

true

name

"Isabella"

dialogue

"Sì, sì, guardi. La figura scura... l'ho vista trascinare qualcosa. È stato orribile. Tremo solo a pensarci."

detectedLang

"it"

heavyLang

"it"

scores

it	0.7783032811114395
es	0.609375
ro	0.6033844526705446
ca	0.6012759170653907
pt	0.5872317006053935
fr	0.5525059665871122
no	0.44485566247224284
sq	0.4398805078416729
yo	0.4360902255639098
hr	0.4331065759637188
en	0.4235203689469639
sl	0.3907392363931763
tl	0.3765586034912718
sv	0.33274021352313166
lt	0.33095450490633366
de	0.32795698924731176
da	0.3175614194722475
lv	0.3112947658402204
et	0.30747922437673125
cs	0.3049119555143651
sk	0.30102516309412863
pl	0.2870722433460076
hu	0.23155737704918034
is	0.21875
nl	0.21135646687697163
az	0.20550847457627117
ms	0.19614147909967844
fi	0.19093851132686085
vi	0.17035398230088497
eu	0.1648106904231626
tr	0.15349887133182843

reliable

true

passes

true

name

"Hunter"

dialogue

"I see the trees in the picture, but I can't read your expressions. You look shaken up. Did you see a vehicle? A license plate? Vroom vroom?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.8076923076923077
tl	0.6197718631178707
ca	0.5782814971006853
fr	0.5719636169074371
ro	0.5274660366213821
it	0.517490952955368
nl	0.5021779713752333
sv	0.4952681388012618
no	0.4598244429439568
et	0.427344309234073
pt	0.42528735632183906
sq	0.41002949852507375
pl	0.3893129770992366
es	0.38791124713083397
de	0.38176197836166925
da	0.3803253292021689
hr	0.37254901960784315
yo	0.3710691823899371
sk	0.34587080948487325
cs	0.32603201347935973
sl	0.3237531699070161
ms	0.3061578490893322
az	0.25650557620817843
lv	0.24170616113744076
hu	0.2179863147605083
tr	0.2047713717693837
lt	0.20318725099601595
is	0.14712153518123666
vi	0.14255091103965703
fi	0.13793103448275862
be	0.08045977011494253
eu	0.08045977011494253
uk	0.07300115874855156

reliable

true

passes

true

name

"Isabella"

dialogue

"No, no macchina. A piedi. È entrato nel bosco e... puf, sparito. Ho tanta paura. Voglio solo tornare a casa."

detectedLang

"it"

heavyLang

"it"

scores

it	0.8072156430735333
es	0.6464646464646464
pt	0.6240601503759399
ca	0.5963091118800461
en	0.496040316774658
ro	0.47761194029850745
tl	0.4648318042813456
sq	0.4363929146537842
no	0.4181213632585204
lv	0.39130434782608703
de	0.3854258121158911
lt	0.38271604938271603
hr	0.37163375224416517
fr	0.3613138686131387
sv	0.34701492537313433
yo	0.3464052287581699
sk	0.3217054263565891
cs	0.3055555555555556
nl	0.2864424057084608
pl	0.2723492723492723
tr	0.25133689839572193
hu	0.2497320471596999
is	0.2391304347826087
sl	0.2391304347826087
da	0.23329682365826945
et	0.22308546059933407
fi	0.21875
ms	0.17355371900826447
az	0.15966386554621848
eu	0.09090909090909091
vi	0.09090909090909091

reliable

true

passes

true

name

"Hunter"

dialogue

"Okay, you're trembling. That tells me enough. You saw something bad. Look, stay here in town. Don't leave Alborn. I'll get a translator. Stay."

detectedLang

"en"

heavyLang

"en"

scores

en	0.7932908103000236
tl	0.4769874476987448
ms	0.41432396251673365
nl	0.3889664804469274
sl	0.3868255080588648
de	0.37722419928825623
fr	0.35233160621761656
sq	0.34798807749627425
pt	0.338124054462935
ro	0.3356112376613516
it	0.3217054263565891
no	0.3110236220472441
es	0.307753164556962
sv	0.307753164556962
et	0.29492344883158744
ca	0.28042763157894735
pl	0.2714404662781016
da	0.2597292724196278
cs	0.23513986013986016
hr	0.21242124212421243
az	0.1957720588235294
yo	0.1913123844731978
sk	0.18071161048689138
is	0.16666666666666666
vi	0.15295256534365925
hu	0.15130940834141612
lt	0.1455078125
tr	0.13793103448275862
fi	0.1362290227048371
eu	0.13537549407114624
lv	0.13537549407114624

reliable

true

passes

true

name

"Isabella"

dialogue

"Resto qui. Va bene. Per favore, risolva questo mistero. Non mi sento al sicuro."

detectedLang

"it"

heavyLang

"it"

scores

it	0.8091603053435115
es	0.6374184191443075
ca	0.6320824135393672
fr	0.5983935742971888
ro	0.5519713261648745
pt	0.5458673932788375
en	0.5210727969348659
sl	0.4887525562372188
cs	0.43883277216610556
tl	0.43883277216610556
lt	0.42857142857142855
no	0.4279176201372997
sk	0.41792782305005816
nl	0.4026284348864994
hr	0.3961352657004831
da	0.36386768447837153
sq	0.36143039591315457
eu	0.34810951760104303
ms	0.32157394843962006
sv	0.3045897079276773
tr	0.2795389048991354
pl	0.251497005988024
de	0.21752738654147105
fi	0.2125984251968504
et	0.19871794871794873
az	0.19614147909967844
yo	0.14965986394557826
hu	0.1452991452991453
is	0.11504424778761062
lv	0.10554561717352416

reliable

true

passes

true

name

"Hunter"

dialogue

"Hunter. ... What? Another one? ... At the mill? Damn it. I'm on my way."

detectedLang

"en"

heavyLang

"en"

scores

en	0.8183139534883721
tl	0.6704745166959578
da	0.5241116751269036
no	0.4658119658119659
pl	0.41222570532915365
fr	0.4085173501577287
yo	0.4075829383886255
sq	0.37290969899665555
hr	0.3181818181818182
cs	0.30037313432835816
sk	0.30037313432835816
ca	0.2964352720450282
et	0.29111531190926276
fi	0.2857142857142857
sv	0.2829827915869981
nl	0.2816091954022989
ms	0.267578125
es	0.21052631578947367
de	0.19006479481641467
lv	0.18655097613882862
hi	0.1830065359477124
it	0.14383561643835618
pt	0.14383561643835618
ro	0.1359447004608295
sl	0.1359447004608295
tr	0.1359447004608295

reliable

true

passes

true

name

"Hunter"

dialogue

"Ma'am, stay put. I have to go."

detectedLang

"en"

heavyLang

"en"

scores

en	0.7896950578338591
da	0.6610169491525424
hr	0.6551724137931034
pl	0.648506151142355
yo	0.6007984031936128
no	0.5594713656387665
tl	0.5454545454545454
cs	0.5412844036697247
sk	0.504950495049505
lv	0.4805194805194805
lt	0.4550408719346049
ca	0.40828402366863903
sv	0.40828402366863903
sq	0.40119760479041916
sl	0.37694704049844235
it	0.36507936507936506
ro	0.3103448275862069
be	0.25925925925925924
tr	0.25925925925925924
hu	0.250936329588015
az	0.23954372623574144
et	0.23954372623574144
is	0.23954372623574144
uk	0.23954372623574144
vi	0.23954372623574144

reliable

true

passes

true