Run: 2026-02-08-01KGYYKW373CE2AHY5QHWA7GHA

Run Details

Model:
Z.AI GLM 4.5
Test:
Language Writing
Scenario:
Character dialogue (Spanish) in a story
Duration:
8.9s
Cost:
$0.001000
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: "[Muttering to herself in Spanish while looking at her camera] No puedo creer lo que vi... era tan aterrador." Hunter: "Excuse me, miss. I'm Detective Hunter with the Alborn Police Department. I'm investigating some unusual events that have happened around town recently. I was wondering if you might have seen anything strange in the past few days?" Maria: "[Eyes widening with fear] ¿Detective? Oh, Dios mío... vi algo horrible anoche. Alguien arrastrando un cuerpo grande hacia el bosque cerca del parque. Estaba temblando." Hunter: "I'm sorry, I don't understand what you're saying. Do you speak English? Even just a little?" Maria: "[Frustrated, speaking rapidly in Spanish] No, no hablo inglés. Pero necesito decirle lo que vi. Era un hombre grande, con una gabardina oscura. Estaba cargando algo... o alguien. Estaba sangrando, creo." Hunter: "Ma'am, I'm not understanding you. Are you a tourist? Do you have someone who can translate for you? A hotel manager or something?" Maria: "[Near tears, pointing toward the woods] ¡Por favor! Tiene que entenderme. Vi algo terrible. Alguien va a resultar herido si no hace algo. ¡Hay sangre!" Hunter: "[Pulling out his phone] Look, just calm down. I'm going to call someone who can help us communicate. There's no need to be upset. Just stay right here." Maria: "[Holding up her camera] ¡Mire! ¡Lo tengo en mi cámara! Tomé fotos antes de que me viera. Están aquí..." Hunter: "[Phone rings] Excuse me. [Answering phone] Detective Hunter... Yes? Now? Are you sure? ... I'm on my way. [To Maria] I'm sorry, I have to go. Don't leave town. We'll need to talk again." Maria: "[Calling after him] ¡Espere! ¡Tengo las pruebas! ¡Las fotos!"
created_at"2026-02-08T15:41:17.106143+00:00" 2/8/2026, 3:41:17 PM
model"z-ai/glm-4.5" 4/5/2001, 12:00:00 AM
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency1889
moderation_latency(null)
generation_time8836
tokens_prompt257
tokens_completion429
native_tokens_prompt268
native_tokens_completion441
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"
usage0.00100017
router(null)
provider_responses
0
id"a82c40c163e67d6d95fbed154ce602a1"
status200
is_byokfalse
latency1889
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-1770565267-GrKq4adAe1r1bj71kJtC"
upstream_id"a82c40c163e67d6d95fbed154ce602a1"
total_cost0.00100017
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"No puedo creer lo que vi... era tan aterrador."
detectedLang"es"
heavyLang"es"
scores
es0.7784594410361282
ca0.6878001921229587
pt0.6535181236673774
it0.5547945205479452
en0.536376604850214
tl0.5337159253945482
eu0.4206773618538324
sv0.40909090909090906
no0.40693430656934304
yo0.40693430656934304
vi0.3701550387596899
ms0.33537832310838445
fr0.3143459915611814
da0.30406852248394006
lv0.2872807017543859
ro0.2388758782201405
hr0.23708920187793428
sk0.21875
tr0.21307506053268765
pl0.1875
reliabletrue
passestrue
1
name"Hunter"
dialogue"Excuse me, miss. I'm Detective Hunter with the Alborn Police Department. I'm investigating some unusual events that have happened around town recently. I was wondering if you might have seen anything strange in the past few days?"
detectedLang"en"
heavyLang"en"
scores
en0.806949806949807
tl0.635678391959799
nl0.5438817238125196
no0.5145631067961165
da0.5034246575342466
ro0.4945974207040781
fr0.483065953654189
sv0.4757772957339118
de0.47080291970802923
it0.4520030234315949
pt0.4131930392553622
ms0.4098494098494099
sq0.4098494098494099
ca0.40476190476190477
sl0.35755427558706243
hr0.3535443602318324
es0.35267857142857145
cs0.348607367475292
az0.29474708171206226
sk0.2860659773510586
et0.271356783919598
yo0.25869120654396727
lt0.24675324675324675
pl0.2340200739566825
lv0.2115280043501903
is0.1559953434225844
tr0.15204678362573099
fi0.13069544364508393
hu0.12386706948640483
eu0.06088082901554404
be0.046052631578947366
uk0.04163912756113682
vi0.04163912756113682
reliabletrue
passestrue
2
name"Maria"
dialogue"¿Detective? Oh, Dios mío... vi algo horrible anoche. Alguien arrastrando un cuerpo grande hacia el bosque cerca del parque. Estaba temblando."
detectedLang"es"
heavyLang"es"
scores
es0.7597369752149722
pt0.6240601503759399
ca0.5796460176991151
it0.576271186440678
fr0.5192307692307693
ro0.48285247686445293
sv0.4424882629107981
no0.40550688360450565
en0.4036409290646579
da0.370026525198939
tl0.3252840909090909
eu0.2978566149297856
nl0.2692307692307693
sl0.23572003218020918
sq0.2351046698872786
sk0.23076923076923078
et0.205685618729097
de0.19491525423728812
cs0.1739130434782609
yo0.15405164737310773
lv0.1495076096687556
pl0.12764003673094582
hr0.12361623616236161
hu0.11627906976744184
ms0.0995260663507109
vi0.09523809523809525
is0.09351145038167939
lt0.058473736372646176
reliabletrue
passestrue
3
name"Hunter"
dialogue"I'm sorry, I don't understand what you're saying. Do you speak English? Even just a little?"
detectedLang"en"
heavyLang"en"
scores
en0.8121430718364894
tl0.5265151515151516
no0.5210727969348659
sv0.5143745143745143
da0.5136186770428015
cs0.45980985306828004
pl0.4196843082636954
hr0.41479400749063666
sk0.4036259541984733
pt0.38785504407443677
ro0.375
nl0.3705941591137966
ca0.3596311475409836
it0.35233160621761656
de0.3469174503657262
sq0.3407172995780591
yo0.3124312431243124
tr0.28325688073394495
vi0.2807825086306099
et0.2672919109026964
hu0.26297169811320753
is0.2532855436081242
sl0.251497005988024
fr0.23594132029339854
lt0.1883116883116883
ms0.17763157894736845
az0.17546174142480211
lv0.17546174142480211
es0.17437252311756934
be0.10071942446043164
eu0.10071942446043164
fi0.09156976744186046
uk0.09156976744186046
reliabletrue
passestrue
4
name"Maria"
dialogue"No, no hablo inglés. Pero necesito decirle lo que vi. Era un hombre grande, con una gabardina oscura. Estaba cargando algo... o alguien. Estaba sangrando, creo."
detectedLang"es"
heavyLang"es"
scores
es0.7855257369115706
pt0.6892925430210326
it0.6701623815967523
ca0.6245668078552176
ro0.47805139186295503
tl0.4628099173553719
fr0.41441441441441446
en0.37898089171974525
hr0.3331053351573187
no0.3289745354439092
yo0.3128964059196617
sv0.29755043227665706
sk0.2939898624185373
da0.2783123612139156
lv0.2783123612139156
lt0.24826522744795684
vi0.24826522744795684
eu0.22248803827751198
pl0.21180274858528697
tr0.20667209113100082
ms0.20408163265306126
et0.2034313725490196
cs0.19950738916256158
sl0.19288079470198677
nl0.1847826086956522
is0.13716814159292035
az0.09722222222222222
hu0.09554730983302412
de0.05705996131528047
sq0.05705996131528047
reliabletrue
passestrue
5
name"Hunter"
dialogue"Ma'am, I'm not understanding you. Are you a tourist? Do you have someone who can translate for you? A hotel manager or something?"
detectedLang"en"
heavyLang"en"
scores
en0.8049414824447333
tl0.6124031007751938
da0.58006718924972
no0.5741056218057922
pt0.5192307692307693
de0.4922139471902505
nl0.47442186405045556
sv0.4703389830508474
ro0.4627507163323783
sk0.44933920704845814
cs0.4460856720827179
ms0.4360902255639098
hr0.4014365522745411
es0.3966210780370072
sl0.38825448613376834
it0.38474159146841674
fr0.3796526054590571
pl0.34554973821989526
az0.3163172288058341
ca0.3163172288058341
sq0.30167597765363136
tr0.2822966507177033
is0.2816091954022989
et0.2668621700879765
vi0.26398429833169773
lt0.2203742203742204
yo0.20802534318901794
lv0.20718816067653278
hu0.17218543046357618
eu0.1544532130777903
fi0.13990825688073394
reliabletrue
passestrue
6
name"Maria"
dialogue"¡Por favor! Tiene que entenderme. Vi algo terrible. Alguien va a resultar herido si no hace algo. ¡Hay sangre!"
detectedLang"es"
heavyLang"es"
scores
es0.796119235095613
pt0.6967795901296528
ca0.6931866271688533
it0.6025219298245614
no0.5915492957746479
fr0.5880681818181818
en0.5310478654592496
da0.5242782152230971
sv0.5013755158184319
ro0.495125348189415
nl0.4605654761904762
tl0.45075757575757575
sq0.42596991290577996
tr0.34270172257479603
sk0.3217960710944809
sl0.3198874296435272
cs0.3068833652007648
vi0.30019305019305015
et0.28781925343811393
hr0.28641732283464566
az0.26619433198380565
yo0.250258531540848
pl0.2479253112033195
lt0.24242424242424243
de0.23280423280423282
hu0.23199152542372883
lv0.2170626349892009
fi0.21451787648970747
ms0.1844769403824522
is0.09375000000000001
eu0.0880503144654088
hi0.0845959595959596
reliabletrue
passestrue
7
name"Hunter"
dialogue"Look, just calm down. I'm going to call someone who can help us communicate. There's no need to be upset. Just stay right here."
detectedLang"en"
heavyLang"en"
scores
en0.8155435317265125
tl0.508519003931848
ca0.3670886075949367
fr0.3397887323943662
it0.3333333333333333
pt0.32553956834532377
es0.32493249324932494
no0.32249322493224936
de0.3131868131868132
yo0.299719887955182
et0.29245283018867924
sk0.28023032629558536
lv0.25224327018943166
da0.24774322968906717
nl0.2401215805471125
hr0.22440537745604963
lt0.22360248447204967
pl0.21875
ro0.20718816067653278
sv0.18566775244299674
tr0.18032786885245902
az0.16294642857142855
cs0.14869466515323496
sl0.13892078071182548
hu0.13494809688581316
fi0.12280701754385964
sq0.11764705882352942
reliabletrue
passestrue
8
name"Maria"
dialogue"¡Mire! ¡Lo tengo en mi cámara! Tomé fotos antes de que me viera. Están aquí..."
detectedLang"es"
heavyLang"es"
scores
es0.8025412087912088
ca0.6938232161874335
pt0.6579417013682333
fr0.5793708851499634
it0.54
nl0.5176174496644296
no0.4508118433619866
sq0.4390243902439025
ro0.4373776908023483
tr0.4261477045908184
da0.41742654508611954
sv0.4053774560496381
hu0.40290758047767394
de0.3863393810032017
eu0.37295528898582336
sl0.358974358974359
yo0.3568232662192394
cs0.3539325842696629
sk0.3480725623582766
fi0.3088942307692307
ms0.3021844660194175
is0.29792429792429787
pl0.28393524283935245
en0.27854454203262236
lv0.26282051282051283
tl0.21981004070556312
et0.21555252387448842
hr0.20138888888888887
lt0.1991643454038997
az0.17503586800573886
vi0.13663663663663664
reliabletrue
passestrue
9
name"Hunter"
dialogue"Excuse me. Detective Hunter... Yes? Now? Are you sure? ... I'm on my way. I'm sorry, I have to go. Don't leave town. We'll need to talk again."
detectedLang"en"
heavyLang"en"
scores
en0.8005163107251819
tl0.5579823192927716
da0.39544807965860596
ro0.3924231593995711
cs0.39155332856120256
pl0.3906810035842294
it0.38450398262128893
no0.37176644493717664
ca0.358974358974359
fr0.35361216730038025
et0.3466564181398924
sq0.33800623052959505
nl0.33541829554339325
pt0.33123524783634933
hr0.32539682539682535
yo0.30668841761827076
sk0.3004115226337448
sl0.2827004219409283
es0.247787610619469
sv0.24444444444444446
fi0.20930232558139533
lv0.17874396135265702
de0.16829745596868884
lt0.16420845624385447
ms0.14400805639476336
tr0.1317671092951992
hi0.08993576017130622
be0.07608695652173912
hu0.07306434023991276
az0.06900328587075576
is0.06900328587075576
uk0.06900328587075576
vi0.06900328587075576
reliabletrue
passestrue
10
name"Maria"
dialogue"¡Espere! ¡Tengo las pruebas! ¡Las fotos!"
detectedLang"es"
heavyLang"es"
scores
es0.7832369942196532
ca0.5871559633027523
it0.5802238805970149
pt0.5322245322245323
eu0.4886363636363637
ms0.4874715261958998
en0.40476190476190477
tl0.39999999999999997
lt0.3885869565217392
ro0.3784530386740331
de0.3732590529247911
lv0.3732590529247911
nl0.3732590529247911
no0.3679775280898876
is0.3283582089552239
yo0.281150159744409
fr0.26229508196721313
hu0.2549668874172185
tr0.23728813559322032
cs0.22945205479452058
hr0.22945205479452058
sk0.22945205479452058
sl0.22945205479452058
et0.21875
sq0.21875
az0.2077464788732394
da0.2077464788732394
pl0.2077464788732394
sv0.2077464788732394
reliabletrue
passestrue