Run: 2026-02-08-01KGZ091XVX5KFM6SYXFJ7CD11

Run Details

Model:
Z.AI GLM 4.5
Test:
Language Writing
Scenario:
Character dialogue (Italian) in a story
Duration:
8.4s
Cost:
$0.000985
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

AI
``` Isabella: [Staring intently at her camera screen, flipping through photos] Hunter: [Approaching the table] Excuse me, miss. I'm Detective Hunter. I'm investigating some recent events in town. I was wondering if you might have seen anything unusual around here? Isabella: [Looks up, startled] Mi dispiace, non capisco. Che evento? Hunter: [Takes out his notebook] I'm asking about the disappearances. Have you noticed anything strange? Anyone following you or watching you? Isabella: [Eyes widen with fear] Scomparsi? Non lo sapevo. Ho visto qualcuno che mi seguiva, ma pensavo... pensavo fosse la mia immaginazione. Hunter: [Leans in slightly] When? Where did you see this person? Isabella: [Shaking her head] Ieri sera. Vicino al mio alloggio. Era un uomo alto, con un cappuccio. Non ho visto il suo volto. Hunter: [Frustrated, trying to understand] Can you describe him better? What color clothes was he wearing? Isabella: [Trembling slightly] Non posso aiutarti. Non parlo inglese. Non voglio problemi. Hunter: [Sighs, realizing the language barrier] Look, I'm trying to help. There's a translator at the station. Could you come with me? Isabella: [Clutching her camera to her chest] No, devo andare. Ho paura. Hunter: [Phone rings] Hold on. [Answers phone] Detective Hunter... Yeah, I'm talking to someone now... No, she doesn't speak English... I understand... I'll be right there. [Hangs up] I have to go. Please be careful. Isabella: [Nods, still looking troubled] Attento. Ci sono persone pericolose qui. Hunter: [Confused expression] What? I don't... never mind. Stay safe. Isabella: [Watches as Hunter hurries out of the cafe] ```
created_at"2026-02-08T16:10:19.304142+00:00" 2/8/2026, 4:10:19 PM
model"z-ai/glm-4.5" 4/5/2001, 12:00:00 AM
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency1502
moderation_latency(null)
generation_time8353
tokens_prompt261
tokens_completion425
native_tokens_prompt273
native_tokens_completion434
native_tokens_completion_images0
native_tokens_reasoning0
native_tokens_cached272
num_media_prompt(null)
num_input_audio_prompt(null)
num_media_completion0
num_search_results(null)
origin"https://ncbench.com/"
is_byokfalse
finish_reason"stop"
native_finish_reason"stop"
usage0.00098532
router(null)
provider_responses
0
id"3db40be4433cc5e0720066b2bed43014"
status200
is_byokfalse
latency1502
endpoint_id"e4ada6ec-12e7-49c9-837c-398dee612403"
provider_name"Novita"
model_permaslug"z-ai/glm-4.5" 4/5/2001, 12:00:00 AM
api_type"completions"
id"gen-1770567010-qvCNl9piqcZSoQyXwQbc"
upstream_id"3db40be4433cc5e0720066b2bed43014"
total_cost0.00098532
cache_discount0.00013328
upstream_inference_cost0
provider_name"Novita"

Evaluation details

Result Evaluator Details Meta Data
100.00% Parse dialogue n/a
dialogue
0
name"Hunter"
dialogue"Excuse me, miss. I'm Detective Hunter. I'm investigating some recent events in town. I was wondering if you might have seen anything unusual around here?"
detectedLang"en"
heavyLang"en"
scores
en0.8065764023210832
tl0.6214988644965935
nl0.56691208315288
ro0.5187680461982676
sv0.5085995085995086
da0.5066600888011841
it0.4863893168977915
no0.4834710743801653
fr0.4791666666666667
pt0.4686503719447397
de0.4649545211342964
ca0.44320712694877507
sq0.4292237442922375
es0.3924665856622114
ms0.38233477455219267
sl0.35773924213230573
cs0.3464052287581699
hr0.32111337406653084
et0.2816091954022989
sk0.2647058823529412
yo0.251497005988024
pl0.21813917122752147
az0.20948616600790515
lt0.20127795527156547
lv0.18699186991869918
is0.16736053288925898
fi0.11816578483245149
tr0.11426040744021257
be0.06542056074766354
hu0.06279287722586692
uk0.059266227657572904
vi0.059266227657572904
reliabletrue
passestrue
1
name"Isabella"
dialogue"Mi dispiace, non capisco. Che evento?"
detectedLang"it"
heavyLang"it"
scores
it0.8052959501557633
es0.6962332928311057
pt0.672346002621232
ro0.5901639344262295
fr0.5874587458745875
sk0.5860927152317881
en0.5854063018242123
tl0.5697074010327022
cs0.494949494949495
ca0.48665297741273095
yo0.3961352657004831
de0.3556701030927836
ms0.2857142857142857
lt0.2816091954022989
sl0.2690058479532163
eu0.258160237388724
nl0.258160237388724
hu0.2537313432835821
hr0.2378048780487805
pl0.2378048780487805
tr0.22360248447204967
da0.2163009404388715
no0.2163009404388715
sq0.2163009404388715
sv0.2163009404388715
reliabletrue
passestrue
2
name"Hunter"
dialogue"I'm asking about the disappearances. Have you noticed anything strange? Anyone following you or watching you?"
detectedLang"en"
heavyLang"en"
scores
en0.8122317596566524
tl0.5830851697438952
fr0.5218579234972678
nl0.4331983805668016
it0.37777777777777777
da0.37555753791257807
no0.3464052287581699
de0.3197278911564626
ms0.31170108161258603
pt0.30417495029821073
lv0.2731048805815161
sq0.25293489861259333
sv0.23995656894679696
es0.20273348519362186
sk0.18793503480278423
cs0.18699186991869918
ca0.1774383078730905
is0.16467780429594273
yo0.1325898389095415
hr0.11280101394169835
sl0.1116751269035533
pl0.10025706940874037
ro0.0967741935483871
lt0.08735332464146023
az0.077733860342556
et0.077733860342556
tr0.077733860342556
reliabletrue
passestrue
3
name"Isabella"
dialogue"Scomparsi? Non lo sapevo. Ho visto qualcuno che mi seguiva, ma pensavo... pensavo fosse la mia immaginazione."
detectedLang"it"
heavyLang"it"
scores
it0.8063087991145546
ca0.542782495101241
es0.5221843003412969
pt0.5169082125603864
fr0.4890510948905109
lt0.4668697638994669
no0.37275985663082434
yo0.3607305936073059
ro0.35720844811753905
pl0.35125115848007415
sk0.3314231136580707
tl0.3137254901960784
en0.27083333333333337
vi0.2654774396642183
et0.2608236536430834
sq0.25293489861259333
ms0.24406047516198706
cs0.21171171171171171
eu0.2081447963800905
sl0.20454545454545453
hu0.19261822376009227
de0.18604651162790697
is0.18414918414918416
lv0.16963226571767495
da0.15966386554621848
fi0.1116751269035533
hr0.10025706940874037
tr0.09326424870466321
az0.08015768725361366
nl0.08015768725361366
sv0.08015768725361366
reliabletrue
passestrue
4
name"Hunter"
dialogue"When? Where did you see this person?"
detectedLang"en"
heavyLang"en"
scores
en0.8391708363116512
tl0.5841035120147875
et0.5044052863436124
sq0.5011086474501109
de0.49888641425389757
sv0.4260204081632653
no0.412532637075718
da0.3967828418230563
pt0.38016528925619836
cs0.3784530386740331
is0.3732590529247911
ca0.2857142857142857
es0.281150159744409
it0.281150159744409
ms0.281150159744409
fr0.27184466019417475
ro0.27184466019417475
lv0.25
nl0.25
lt0.24242424242424243
tr0.22945205479452058
hu0.21875
az0.2077464788732394
hr0.2077464788732394
pl0.2077464788732394
sk0.2077464788732394
reliabletrue
passestrue
5
name"Isabella"
dialogue"Ieri sera. Vicino al mio alloggio. Era un uomo alto, con un cappuccio. Non ho visto il suo volto."
detectedLang"it"
heavyLang"it"
scores
it0.8200921128382269
es0.5917700849118224
ca0.5532523230879199
fr0.4951534733441034
ro0.48601973684210525
pt0.4228993536472761
eu0.3024553571428571
en0.30011198208286677
da0.28815489749430523
lv0.27662037037037035
no0.23594132029339854
sk0.2264851485148515
ms0.21185372005044137
vi0.17328042328042328
nl0.16331994645247658
az0.15540540540540537
cs0.14500683994528044
yo0.14500683994528044
hu0.1355463347164592
fi0.12342215988779803
lt0.12342215988779803
sl0.12342215988779803
tr0.11847672778561354
de0.11095305832147938
is0.10329985652797705
tl0.10329985652797705
reliabletrue
passestrue
6
name"Hunter"
dialogue"Can you describe him better? What color clothes was he wearing?"
detectedLang"en"
heavyLang"en"
scores
en0.8047772163527791
es0.569838056680162
tl0.541036717062635
ca0.5017584994138335
de0.480440097799511
nl0.44733420026007803
sv0.40807799442896936
ro0.3786549707602339
no0.37407952871870404
it0.35703479576399394
da0.356060606060606
fr0.3550834597875569
pt0.3189102564102564
yo0.3078175895765472
ms0.17794970986460348
fi0.17635658914728683
cs0.1550695825049702
az0.1533864541832669
tr0.1533864541832669
reliabletrue
passestrue
7
name"Isabella"
dialogue"Non posso aiutarti. Non parlo inglese. Non voglio problemi."
detectedLang"it"
heavyLang"it"
scores
it0.7996794871794872
pt0.584717607973422
fr0.5654692931633836
sq0.5437956204379563
es0.5192307692307693
en0.5123537061118335
tr0.4762569832402235
ca0.46197991391678617
cs0.4477172312223858
az0.4444444444444444
ro0.44362017804154297
et0.42835365853658536
da0.4257274119448699
lt0.4204018547140649
sv0.41222570532915365
no0.4075829383886255
hu0.39222042139384117
pl0.35456110154905335
sk0.35456110154905335
hr0.35344827586206895
nl0.34895833333333337
de0.34554973821989526
sl0.33510638297872336
ms0.2857142857142857
tl0.2816091954022989
lv0.2632612966601179
yo0.24242424242424243
eu0.1883116883116883
reliabletrue
passestrue
8
name"Hunter"
dialogue"Look, I'm trying to help. There's a translator at the station. Could you come with me?"
detectedLang"en"
heavyLang"en"
scores
en0.8353786291529481
tl0.6472097498396407
no0.5925925925925926
da0.5733126454615981
fr0.5564516129032259
it0.492151431209603
yo0.48550046772684746
nl0.48356807511737093
sq0.4821092278719397
de0.47115384615384615
ms0.4670542635658915
sl0.4670542635658915
cs0.4570582428430405
sv0.4455645161290322
pl0.4444444444444444
hr0.4300518134715026
sk0.41113490364025695
ro0.4066882416396979
pt0.4015233949945593
et0.3799323562570462
lt0.3735763097949886
lv0.3692660550458715
es0.3612078977932636
fi0.2857142857142857
ca0.27726675427069647
tr0.26568758344459276
az0.25876010781671155
vi0.2231638418079096
hu0.22096317280453256
eu0.19941775836972345
zh0.12280701754385964
is0.12
reliabletrue
passestrue
9
name"Isabella"
dialogue"No, devo andare. Ho paura."
detectedLang"it"
heavyLang"it"
scores
it0.7736093143596378
ca0.6548323471400395
no0.6268656716417911
pt0.5625
es0.5501285347043702
sk0.5358090185676392
tr0.48377581120943947
lv0.4281045751633987
sv0.38811188811188807
cs0.37722419928825623
en0.37275985663082434
hr0.36594202898550726
ro0.32950191570881227
tl0.3137254901960784
pl0.3
reliabletrue
passestrue
10
name"Hunter"
dialogue"Hold on. Detective Hunter... Yeah, I'm talking to someone now... No, she doesn't speak English... I understand... I'll be right there. I have to go. Please be careful."
detectedLang"en"
heavyLang"en"
scores
en0.8148851338522879
tl0.5836891545687447
da0.5334928229665072
no0.5180425111220959
ro0.4613259668508287
de0.4409403669724771
sv0.39214463840399005
ca0.38524590163934425
pl0.38330170777988615
fr0.37898089171974525
hr0.3741976893453145
yo0.3648208469055375
pt0.34782608695652173
es0.324792243767313
cs0.3238557558945908
sk0.3200836820083682
it0.3065433854907539
nl0.3035714285714286
sq0.27184466019417475
lv0.2447714949651433
lt0.22248803827751198
sl0.20212765957446807
et0.1820469798657718
tr0.1820469798657718
is0.1758241758241758
hu0.15875754961173424
fi0.13333333333333333
ms0.11844484629294756
hi0.07932011331444759
be0.06698564593301436
az0.06069364161849711
uk0.06069364161849711
vi0.06069364161849711
reliabletrue
passestrue
11
name"Isabella"
dialogue"Attento. Ci sono persone pericolose qui."
detectedLang"it"
heavyLang"it"
scores
it0.8066511987625676
fr0.6701846965699209
ro0.5874587458745875
en0.5733788395904437
tl0.5519713261648745
lt0.5495495495495496
es0.5387453874538745
pt0.5219885277246654
ca0.5155038759689923
sk0.48665297741273095
no0.47257383966244726
lv0.45652173913043476
az0.40476190476190477
ms0.40476190476190477
de0.4004796163069544
pl0.3811881188118812
sq0.3811881188118812
cs0.3796526054590571
sv0.375
da0.358974358974359
nl0.3556701030927836
tr0.33510638297872336
et0.3206521739130435
hr0.3206521739130435
zh0.2331288343558282
fi0.21875
hu0.20127795527156547
is0.20127795527156547
reliabletrue
passestrue
12
name"Hunter"
dialogue"What? I don't... never mind. Stay safe."
detectedLang"en"
heavyLang"en"
scores
en0.8134328358208955
hu0.5263157894736842
no0.5087336244541485
da0.506578947368421
sv0.5011086474501109
sk0.4201030927835051
et0.4015957446808511
tl0.3951612903225807
hr0.3818681318681319
ca0.38016528925619836
lt0.38016528925619836
lv0.38016528925619836
sq0.3732590529247911
pl0.358974358974359
it0.3382352941176471
cs0.3181818181818182
ro0.2857142857142857
nl0.281150159744409
yo0.27884615384615385
sl0.25
fr0.24242424242424243
pt0.24242424242424243
be0.23728813559322032
tr0.23728813559322032
az0.21875
is0.21875
uk0.21875
vi0.21875
reliabletrue
passestrue