Run: 2026-02-08-01KGYYK742EWP764F3RB5BX1KC

Run Details

Model:
Z.AI GLM 4.5
Test:
Language Writing
Scenario:
Character dialogue (Spanish) in a story
Duration:
35.3s
Cost:
$0.001095
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="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

AI
Maria: "..." Hunter: "Excuse me, miss. I'm Detective Hunter with the Alborn Police Department. I'm investigating some recent events in town and I'm hoping you might have seen something unusual." Maria: "¿Detective? No entiendo. ¿Qué eventos? Yo solo soy una estudiante, tomo fotografías. ¿Por qué me está interrogando?" Hunter: "I'm not interrogating you, just asking some questions. Have you noticed anyone strange hanging around town? Someone who doesn't belong here?" Maria: "No hablo inglés. Estoy asustada. Vi algo la noche pasada... algo aterrador. Cerca del granero viejo. Vi luces extrañas y escuché ruidos, pero no vi a nadie claramente." Hunter: "I'm not getting through to you, am I? Look, just nod if you understand anything I'm saying." Maria: "Por favor, necesito ayuda. No sé qué hacer. Creo que alguien está en peligro. Tenía que decirle algo importante, pero no puedo explicárselo." Hunter: "This is getting us nowhere. Do you have a hotel? Maybe someone there can translate?" Maria: "Sí, estoy en la posada cerca del parque. Pero no hay nadie que me ayude. Estoy sola aquí. ¿Qué voy a hacer? He visto algo terrible en mis fotografías..." Hunter: "The pictures! Your camera! Maybe if I could just see..." Maria: "No, no puede verlas. Son privadas. Y tengo miedo. ¿Qué pasa si esa persona me ve hablando con usted?" Hunter: "I'm sorry, I have no idea what you're trying to tell me. Here's my card. If you find someone who can translate, have them call me immediately." Hunter's phone rings. He looks at it and sighs. Hunter: "I have to take this. Stay right here. Please." Maria: "Espera, no te vayas. Necesito que escuches. Las fotos que tomé anoche..." Hunter: "I'm sorry, I really have to take this call. Don't go anywhere." Hunter walks away, answering his phone. Hunter: "Hunter here... What? Another one? Where?... I'm on my way."
created_at"2026-02-08T15:41:22.357219+00:00" 2/8/2026, 3:41:22 PM
model"z-ai/glm-4.5" 4/5/2001, 12:00:00 AM
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency1734
moderation_latency(null)
generation_time35089
tokens_prompt257
tokens_completion457
native_tokens_prompt268
native_tokens_completion484
native_tokens_completion_images0
native_tokens_reasoning0
native_tokens_cached267
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"
usage0.00109477
router(null)
provider_responses
0
id"5772d9202bf3b771fcf02f1b79b29a99"
status200
is_byokfalse
latency1734
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-1770565246-mCDNnEpbVYhG3e8CtGBp"
upstream_id"5772d9202bf3b771fcf02f1b79b29a99"
total_cost0.00109477
cache_discount0.00013083
upstream_inference_cost0
provider_name"Novita"

Evaluation details

Result Evaluator Details Meta Data
100.00% Parse dialogue n/a
dialogue
0
name"Maria"
dialogue"..."
detectedLang""
heavyLang""
scores
reliablefalse
passestrue
1
name"Hunter"
dialogue"Excuse me, miss. I'm Detective Hunter with the Alborn Police Department. I'm investigating some recent events in town and I'm hoping you might have seen something unusual."
detectedLang"en"
heavyLang"en"
scores
en0.7935867895545315
tl0.6676970633693972
fr0.5570663370416151
ro0.5517097581317765
nl0.5253863134657836
pt0.5209447415329769
it0.4814278822961891
sv0.4796708615682478
no0.4779018941233609
da0.4753538311371401
ms0.46384039900249374
ca0.46034136546184745
es0.4467318579516212
de0.4336143308746049
sl0.4007803790412486
sq0.3991056456120738
cs0.3839541547277937
hr0.34451219512195125
sk0.3209096651926721
et0.3122200895713372
yo0.28618857901726424
az0.2756064690026954
lt0.24295774647887322
pl0.22270426608821406
lv0.19233658903080392
fi0.168600154679041
hu0.11376751854905194
is0.11376751854905194
tr0.10862354892205639
eu0.08041060735671514
reliabletrue
passestrue
2
name"Maria"
dialogue"¿Detective? No entiendo. ¿Qué eventos? Yo solo soy una estudiante, tomo fotografías. ¿Por qué me está interrogando?"
detectedLang"es"
heavyLang"es"
scores
es0.7943515217987387
pt0.7160166603559258
it0.647887323943662
ca0.5840266222961731
tl0.5697074010327022
fr0.5321272613849033
en0.5280050346129641
ro0.5
sq0.47515745276417076
no0.4485294117647059
nl0.41588785046728977
de0.3734335839598998
hr0.3409490333919156
sk0.3321460373998219
sl0.3315508021390375
cs0.33035714285714285
et0.3267504488330341
da0.3212669683257918
lv0.3112947658402204
sv0.30683918669131244
ms0.2877492877492877
lt0.2781520692974013
tr0.2781520692974013
pl0.2711370262390671
hu0.1847826086956522
fi0.1812227074235808
az0.14383561643835618
yo0.11137440758293839
eu0.0985576923076923
vi0.07749077490774908
reliabletrue
passestrue
3
name"Hunter"
dialogue"I'm not interrogating you, just asking some questions. Have you noticed anyone strange hanging around town? Someone who doesn't belong here?"
detectedLang"en"
heavyLang"en"
scores
en0.8055809698078683
tl0.6097337006427915
fr0.48826008428657436
nl0.4710640945861854
it0.43029490616621985
pt0.4291470785762256
no0.38226744186046513
da0.3343774471417384
de0.3301812450748621
sv0.3216280925778133
ms0.30612244897959184
es0.2857142857142857
ca0.2685025817555938
tr0.2621527777777778
lv0.24444444444444446
sq0.22089825847846015
ro0.22018348623853207
hr0.2194674012855831
cs0.21875
sk0.21803127874885006
et0.21369102682701202
is0.20037629350893696
hu0.17073170731707318
sl0.1650294695481336
pl0.15841584158415842
lt0.1448692152917505
az0.1290983606557377
eu0.08798283261802575
vi0.06900328587075576
reliabletrue
passestrue
4
name"Maria"
dialogue"No hablo inglés. Estoy asustada. Vi algo la noche pasada... algo aterrador. Cerca del granero viejo. Vi luces extrañas y escuché ruidos, pero no vi a nadie claramente."
detectedLang"es"
heavyLang"es"
scores
es0.7699386503067485
pt0.6164336856460961
ca0.591354885579368
it0.561232449297972
fr0.4959677419354839
tl0.484181568088033
ro0.4588744588744588
no0.38490978676872606
sv0.35270425776754893
en0.33510638297872336
de0.32553956834532377
sk0.31983071342200725
et0.3131868131868132
da0.28662016487000636
cs0.28023032629558536
lt0.2779204107830552
pl0.27466150870406186
eu0.25742574257425743
sq0.24496644295302009
hr0.23935091277890466
vi0.23832092078537576
tr0.22091412742382271
lv0.21218487394957983
nl0.21218487394957983
yo0.19814682822523166
hu0.1871387283236994
sl0.18002915451895046
ms0.12451361867704279
az0.11626080125687353
is0.0625
fi0.05303030303030303
reliabletrue
passestrue
5
name"Hunter"
dialogue"I'm not getting through to you, am I? Look, just nod if you understand anything I'm saying."
detectedLang"en"
heavyLang"en"
scores
en0.8209635416666667
tl0.5943952802359882
no0.5358649789029536
sv0.5342929720575783
da0.49725776965265084
de0.4234800838574424
cs0.41983122362869196
ro0.39692982456140347
pl0.3813273340832396
hr0.3692660550458715
sk0.3475682087781732
it0.33894230769230765
nl0.3373493975903614
tr0.31077694235588976
sq0.298469387755102
yo0.289405684754522
ca0.28104575163398693
is0.27821522309711283
lv0.25170068027210885
ms0.23504867872044508
lt0.2329149232914923
et0.23076923076923078
sl0.18032786885245902
hi0.13657770800627944
be0.11290322580645161
hu0.1085899513776337
pt0.1085899513776337
az0.10277324632952692
uk0.10277324632952692
vi0.10277324632952692
reliabletrue
passestrue
6
name"Maria"
dialogue"Por favor, necesito ayuda. No sé qué hacer. Creo que alguien está en peligro. Tenía que decirle algo importante, pero no puedo explicárselo."
detectedLang"es"
heavyLang"es"
scores
es0.8163589438157633
pt0.6594256259204713
ca0.6045318512184694
fr0.47887323943661975
it0.4750283768444949
ro0.4464392579293836
tl0.42295695570804737
en0.40856777493606133
no0.3218475073313783
sq0.2762128325508607
sv0.27507836990595613
sk0.24055829228243022
nl0.23805601317957167
da0.23236514522821577
tr0.23108894430590188
is0.21742808798646363
fi0.16440831074977416
de0.1403345724907063
sl0.13145539906103287
lv0.1240530303030303
hu0.10800385728061716
et0.09931840311587146
hr0.09844054580896687
cs0.08596837944664032
yo0.0850642927794263
ms0.07684630738522955
eu0.075
pl0.075
reliabletrue
passestrue
7
name"Hunter"
dialogue"This is getting us nowhere. Do you have a hotel? Maybe someone there can translate?"
detectedLang"en"
heavyLang"en"
scores
en0.8173364330787113
pt0.5686274509803921
tl0.5682888540031397
de0.5315161839863715
nl0.4874184529356943
hr0.47619047619047616
it0.47619047619047616
es0.47166186359269935
cs0.45598417408506425
ro0.439918533604888
ca0.434156378600823
da0.42767950052029136
sl0.4246861924686192
sk0.4136460554371002
no0.3895671476137625
ms0.3834080717488789
sq0.3813273340832396
pl0.3663594470046083
yo0.36562860438292966
hu0.36046511627906974
vi0.32844932844932845
sv0.3251533742331288
is0.3055555555555556
tr0.28292046936114734
az0.2724867724867725
fr0.2637215528781794
et0.24760601915184677
lt0.21316165951359084
eu0.19941775836972345
lv0.19941775836972345
fi0.18154761904761904
reliabletrue
passestrue
8
name"Maria"
dialogue"Sí, estoy en la posada cerca del parque. Pero no hay nadie que me ayude. Estoy sola aquí. ¿Qué voy a hacer? He visto algo terrible en mis fotografías..."
detectedLang"es"
heavyLang"es"
scores
es0.8060548722800378
ca0.6805858522904331
pt0.6105623100303952
it0.557426597582038
fr0.5572354211663066
no0.4530416221985059
tl0.42992213570634036
en0.4044160371876816
sl0.39492325855962224
et0.3787878787878788
ro0.36453812771233723
sq0.3613707165109034
da0.358974358974359
nl0.35857321652065083
hr0.3326822916666667
sv0.32476943346508563
yo0.31022880215343207
fi0.30976430976430974
sk0.2921270718232044
tr0.2827151854443667
lv0.27816901408450706
lt0.26994301994301995
pl0.26046176046176045
vi0.22348484848484848
is0.21516079632465546
az0.20849420849420847
cs0.20604182804027887
de0.19984387197501954
hu0.1760450160771704
ms0.16734362307067424
eu0.12393162393162394
reliabletrue
passestrue
9
name"Hunter"
dialogue"The pictures! Your camera! Maybe if I could just see..."
detectedLang"en"
heavyLang"en"
scores
en0.8160863168219715
sv0.604012671594509
ca0.5649651972157773
tl0.5619158878504673
fr0.5498199279711885
et0.5358910891089109
ro0.5161290322580645
no0.4541484716157206
da0.43524096385542166
it0.4212962962962963
nl0.3822075782537067
ms0.37810945273631835
sq0.36115843270868825
yo0.3409490333919156
lv0.28023032629558536
de0.2774566473988439
hr0.2704280155642024
pl0.251497005988024
cs0.21875
es0.20886075949367086
sk0.1610738255033557
be0.15730337078651685
tr0.15730337078651685
hu0.1515837104072398
az0.14383561643835618
is0.14383561643835618
lt0.14383561643835618
uk0.14383561643835618
vi0.14383561643835618
reliabletrue
passestrue
10
name"Maria"
dialogue"No, no puede verlas. Son privadas. Y tengo miedo. ¿Qué pasa si esa persona me ve hablando con usted?"
detectedLang"es"
heavyLang"es"
scores
es0.8032602585722316
it0.5749848208864602
fr0.47800149142431025
pt0.4728915662650602
no0.44044764188649077
sq0.43910256410256415
tr0.42004971002485497
en0.4190871369294606
ca0.409282700421941
eu0.3939393939393939
nl0.38217122683142096
tl0.38162544169611307
ro0.33962264150943394
de0.33269780743565297
lv0.3320610687022901
sk0.3269230769230769
az0.3137254901960784
cs0.3110236220472441
da0.3
lt0.29577464788732394
ms0.2813141683778234
sl0.2753623188405797
is0.27159209157127995
pl0.2545260915867945
hr0.24892703862660948
vi0.24650161463939718
sv0.2391304347826087
et0.23329682365826945
hu0.2248062015503876
yo0.149453219927096
fi0.0967741935483871
reliabletrue
passestrue
11
name"Hunter"
dialogue"I'm sorry, I have no idea what you're trying to tell me. Here's my card. If you find someone who can translate, have them call me immediately."
detectedLang"en"
heavyLang"en"
scores
en0.8132337246531484
tl0.4883040935672514
sk0.4372990353697749
it0.43511943189154295
ca0.4273560209424084
es0.42320369149637443
cs0.41783100465735196
da0.41783100465735196
hr0.3998628257887517
no0.3986254295532647
pl0.36270939548434084
pt0.3561442236938926
lv0.3044515103338633
sq0.28803905614320585
sl0.28101889893179954
ro0.279835390946502
ms0.2591024555461473
et0.25531914893617025
tr0.25404944586530265
nl0.25341296928327645
sv0.25341296928327645
fr0.21944692239072258
lt0.2110009017132552
yo0.20382165605095542
az0.18528864059590316
de0.16904083570750236
fi0.14883268482490272
vi0.14717348927875243
be0.07407407407407407
eu0.07112526539278131
hu0.07112526539278131
is0.06716417910447761
uk0.06716417910447761
reliabletrue
passestrue
12
name"Hunter"
dialogue"I have to take this. Stay right here. Please."
detectedLang"en"
heavyLang"en"
scores
en0.8411322934719815
tl0.7001090512540894
da0.6278755074424898
no0.5439469320066335
yo0.5200698080279231
pl0.4869402985074627
hr0.4811320754716981
cs0.461839530332681
sq0.45972495088408644
sk0.4258872651356994
sl0.41983122362869196
ro0.40860215053763443
lv0.40217391304347827
lt0.3778280542986425
ca0.3341404358353511
sv0.3341404358353511
it0.2948717948717949
de0.21203438395415475
fr0.21203438395415475
be0.20289855072463767
tr0.20289855072463767
hu0.19590643274853803
az0.1863905325443787
et0.1863905325443787
is0.1863905325443787
uk0.1863905325443787
vi0.1863905325443787
reliabletrue
passestrue
13
name"Maria"
dialogue"Espera, no te vayas. Necesito que escuches. Las fotos que tomé anoche..."
detectedLang"es"
heavyLang"es"
scores
es0.7577519379844961
ca0.665998663994656
pt0.6476391825229034
it0.5313964386129335
tl0.4939271255060729
de0.4769874476987448
en0.4669509594882729
ro0.4588744588744588
fr0.4577006507592191
lv0.40968122786304606
hr0.3654822335025381
nl0.3556701030927836
sk0.3206521739130435
pl0.3150684931506849
no0.3131868131868132
sq0.2784992784992785
sl0.24242424242424243
tr0.2401215805471125
cs0.2366412213740458
lt0.2223950233281493
et0.21875
eu0.17218543046357618
yo0.14089347079037798
az0.10554561717352416
da0.10554561717352416
sv0.10554561717352416
reliabletrue
passestrue
14
name"Hunter"
dialogue"I'm sorry, I really have to take this call. Don't go anywhere."
detectedLang"en"
heavyLang"en"
scores
en0.8129401408450705
tl0.6499176276771006
da0.5137299771167049
pl0.5063879210220674
hr0.4279946164199193
no0.42411924119241196
yo0.41460055096418735
cs0.4129834254143646
it0.40559440559440557
sq0.3988684582743989
sk0.38936781609195403
sl0.3813682678311499
lv0.3684992570579495
lt0.3511450381679389
ca0.33070866141732286
pt0.30213464696223313
ro0.2796610169491525
de0.24911660777385158
sv0.24511545293072823
az0.22867513611615245
es0.16338582677165356
be0.1414141414141414
tr0.1414141414141414
hu0.1361788617886179
et0.1290983606557377
is0.1290983606557377
uk0.1290983606557377
vi0.1290983606557377
ms0.121900826446281
nl0.121900826446281
reliabletrue
passestrue
15
name"Hunter"
dialogue"Hunter here... What? Another one? Where?... I'm on my way."
detectedLang"en"
heavyLang"en"
scores
en0.8331622176591376
tl0.559620596205962
pl0.4472789115646259
sq0.4217081850533808
fr0.35770750988142297
hr0.35000000000000003
de0.3380855397148676
cs0.33127572016460904
sk0.33127572016460904
da0.3298969072164949
ca0.3271221532091097
et0.32150313152400833
fi0.3157894736842105
es0.23529411764705882
hi0.20537897310513448
no0.1935483870967742
yo0.1875
sv0.17721518987341772
it0.16237113402061853
nl0.16237113402061853
pt0.16237113402061853
ms0.15364583333333331
ro0.15364583333333331
sl0.15364583333333331
tr0.15364583333333331
reliabletrue
passestrue