Run: 2026-02-08-01KGYYA5G9R66TYDXYFCEJ0FWB

Run Details

Model:
Z.AI GLM 4.5
Test:
Language Writing
Scenario:
Character dialogue (Spanish) in a story
Duration:
10.3s
Cost:
$0.001085
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
``` Hunter: "Excuse me. 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 useful." Maria: "¿Investigando? ¿Qué eventos? He estado tomando fotos del paisaje, nada más. ¿Pasó algo malo?" Hunter: "I'm sorry, I don't understand. Do you speak English?" Maria: "No hablo inglés. Soy de España. Estoy aquí de estudiante." Hunter: "Right. Okay. Just a few questions. Have you noticed anything unusual around town? Anyone acting strange?" Maria: "No entiendo. Por favor, ¿puede hablar más despacio? Estoy preocupada. ¿Hay algún peligro?" Hunter: "Ma'am, I'm trying to help. There have been some disappearances. I need to know if you've seen anything that might help." Maria: "¿Desapariciones? Oh, Dios mío. Eso es terrible. Vi algo ayer... cerca del río. Un hombre arrastrando algo grande. Pensé que era leña, pero..." Hunter: "Near the river? What did you see exactly?" Maria: "Le dije que no entiendo inglés. Cerca del río. Un hombre. Algo grande. No sé. Estoy asustada." Hunter: "River... man... something big. Okay. Thank you. Just stay in town for now, it's safer." Maria: "¿Segura? ¿Por qué no estaría segura? ¿Qué está pasando en este pueblo?" Hunter: (phone rings) "Excuse me. I have to take this." Maria: "Espere, por favor. Necesito respuestas." Hunter: (into phone) "Hunter here. What? Found what? Okay, I'm on my way." (to Maria) "I'm sorry, I have to go. Stay safe." Maria: "Pero... espere..." Hunter: (walks away quickly) ```
created_at"2026-02-08T15:36:00.531059+00:00" 2/8/2026, 3:36:00 PM
model"z-ai/glm-4.5" 4/5/2001, 12:00:00 AM
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency1631
moderation_latency(null)
generation_time10225
tokens_prompt257
tokens_completion398
native_tokens_prompt268
native_tokens_completion422
native_tokens_completion_images0
native_tokens_reasoning0
native_tokens_cached8
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"
usage0.00108528
router(null)
provider_responses
0
id"916b4d0f17772849131bf04764494586"
status200
is_byokfalse
latency1631
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-1770564949-zUhzaEIADBtxx2QVXyoy"
upstream_id"916b4d0f17772849131bf04764494586"
total_cost0.00108528
cache_discount0.00000392
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. 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 useful."
detectedLang"en"
heavyLang"en"
scores
en0.7989661114302126
tl0.662379421221865
ro0.5774647887323944
fr0.5628642797668609
nl0.53125
pt0.5098039215686274
it0.48730468750000006
sv0.48554630083292505
no0.48377581120943947
da0.48122529644268774
ca0.46619217081850534
ms0.4482396216500263
de0.4394020288307528
es0.4296577946768061
sl0.40644431882419446
sq0.40476190476190477
cs0.38953488372093026
hr0.34984520123839014
sk0.32605905006418484
yo0.29101958136394335
az0.2803289924605894
et0.267271458478716
lt0.24731182795698922
pl0.22680412371134018
lv0.19601837672281774
fi0.1719242902208202
hu0.11616161616161616
is0.11616161616161616
tr0.11092294665537679
eu0.08216783216783217
reliabletrue
passestrue
1
name"Maria"
dialogue"¿Investigando? ¿Qué eventos? He estado tomando fotos del paisaje, nada más. ¿Pasó algo malo?"
detectedLang"es"
heavyLang"es"
scores
es0.792687523558236
pt0.6932515337423313
ca0.5743034055727554
tl0.5729813664596274
it0.5124113475177305
en0.494949494949495
sv0.4370522006141249
sl0.4117647058823529
da0.39226519337016574
lt0.39226519337016574
nl0.3895671476137625
no0.38684503901895206
de0.3742889647326508
ro0.34988179669030733
sk0.3475682087781732
hr0.34679334916864607
et0.3373493975903614
fi0.2930591259640103
hu0.29032258064516125
fr0.2763157894736842
lv0.27055702917771884
cs0.2637215528781794
sq0.24760601915184677
az0.2434662998624484
pl0.21540656205420827
eu0.17043740573152338
yo0.15644171779141106
tr0.11290322580645161
is0.10277324632952692
ms0.10277324632952692
reliabletrue
passestrue
2
name"Hunter"
dialogue"I'm sorry, I don't understand. Do you speak English?"
detectedLang"en"
heavyLang"en"
scores
en0.7994652406417112
no0.5828698553948832
da0.5772266065388951
tl0.5300751879699248
sv0.5288944723618091
cs0.5161290322580645
pl0.4806094182825485
hr0.4688385269121813
sk0.438622754491018
de0.4140625
pt0.40570522979397783
sq0.4009584664536741
ro0.3862520458265139
it0.3644067796610169
nl0.3218806509945751
vi0.3169398907103825
yo0.3055555555555556
ca0.2690058479532163
is0.267578125
sl0.24242424242424243
ms0.1610738255033557
be0.15730337078651685
tr0.15730337078651685
hu0.1515837104072398
az0.14383561643835618
et0.14383561643835618
lt0.14383561643835618
lv0.14383561643835618
uk0.14383561643835618
reliabletrue
passestrue
3
name"Maria"
dialogue"No hablo inglés. Soy de España. Estoy aquí de estudiante."
detectedLang"es"
heavyLang"es"
scores
es0.816933638443936
ca0.7090909090909091
pt0.661876584953508
fr0.5609220636663008
it0.46308724832214765
tl0.453551912568306
no0.4091580502215657
tr0.39759036144578314
ro0.37791601866251945
hu0.3333333333333333
eu0.32088285229202035
en0.2945326278659612
ms0.2805755395683453
et0.2779783393501805
sq0.2779783393501805
nl0.2766726943942134
de0.2687385740402194
lv0.24670433145009416
da0.22928709055876687
sv0.22178988326848248
hr0.20159680638722555
yo0.1902834008097166
sk0.18533604887983707
pl0.15789473684210525
az0.13606911447084233
reliabletrue
passestrue
4
name"Hunter"
dialogue"Right. Okay. Just a few questions. Have you noticed anything unusual around town? Anyone acting strange?"
detectedLang"en"
heavyLang"en"
scores
en0.811241610738255
tl0.6452968996321597
fr0.560832791151594
pt0.47633824670287045
it0.4676656151419558
nl0.44168734491315137
da0.4201030927835051
es0.41048034934497823
ca0.4005328596802842
no0.38243366880146384
de0.3673851921274602
ro0.3620037807183365
ms0.3553008595988539
et0.3276892430278885
sv0.31955645161290325
cs0.30268595041322316
sk0.3019648397104447
hr0.2841993637327678
lv0.2773019271948608
sq0.2549668874172185
is0.24327354260089684
yo0.22235023041474655
pl0.21328671328671328
sl0.20867526377491208
hu0.18772563176895307
lt0.18082524271844658
tr0.16769420468557336
az0.16044776119402984
eu0.09395973154362416
vi0.09395973154362416
fi0.08536585365853659
reliabletrue
passestrue
5
name"Maria"
dialogue"No entiendo. Por favor, ¿puede hablar más despacio? Estoy preocupada. ¿Hay algún peligro?"
detectedLang"es"
heavyLang"es"
scores
es0.8148148148148148
pt0.6149106592729513
ca0.5946822308690013
en0.3609406952965235
it0.35831622176591377
fr0.33226495726495725
tl0.3078626799557032
hr0.30709534368070956
ro0.2913832199546485
ms0.2681498829039813
yo0.2672919109026964
sq0.2378048780487805
fi0.23218673218673216
no0.20584498094027956
pl0.20584498094027956
et0.19768934531450577
sl0.19146183699870634
nl0.18513689700130379
vi0.18407310704960833
az0.17546174142480211
lv0.17328042328042328
hu0.16666666666666666
sk0.1270949720670391
tr0.12342215988779803
da0.09420289855072464
sv0.09420289855072464
reliabletrue
passestrue
6
name"Hunter"
dialogue"Ma'am, I'm trying to help. There have been some disappearances. I need to know if you've seen anything that might help."
detectedLang"en"
heavyLang"en"
scores
en0.8153618906942393
tl0.4573082489146165
da0.3822075782537067
fr0.3403693931398417
no0.3042671614100185
sq0.2937853107344633
yo0.28435114503816794
ca0.2781520692974013
pl0.258160237388724
lv0.2566897918731417
hr0.2537313432835821
de0.251497005988024
sv0.24089068825910928
cs0.23935091277890466
sk0.21383647798742136
et0.21218487394957983
it0.21218487394957983
ms0.19006479481641467
lt0.18211559432933477
pt0.17672886937431392
sl0.13892078071182548
nl0.12280701754385964
ro0.10714285714285714
es0.10607866507747318
be0.08536585365853659
tr0.08536585365853659
hu0.08200734394124846
az0.07749077490774908
is0.07749077490774908
uk0.07749077490774908
vi0.07749077490774908
reliabletrue
passestrue
7
name"Maria"
dialogue"¿Desapariciones? Oh, Dios mío. Eso es terrible. Vi algo ayer... cerca del río. Un hombre arrastrando algo grande. Pensé que era leña, pero..."
detectedLang"es"
heavyLang"es"
scores
es0.7877858995519924
ca0.66190833959429
pt0.6147260273972602
it0.6119016817593791
fr0.5287958115183247
sv0.5240613432046536
no0.45913461538461536
ro0.4581577363034317
da0.4375
tl0.38271604938271603
en0.34258582907231555
nl0.34210526315789475
lv0.28457869634340227
de0.2840095465393795
sq0.2805755395683453
lt0.2537313432835821
eu0.2430613961312027
sk0.2398648648648649
et0.23599320882852293
yo0.23273657289002556
sl0.20071047957371224
ms0.1891891891891892
pl0.18032786885245902
hu0.15492957746478872
cs0.12451361867704279
az0.12109375000000001
vi0.09999999999999999
is0.09819639278557114
hr0.06928645294725957
fi0.06152241918665276
reliabletrue
passestrue
8
name"Hunter"
dialogue"Near the river? What did you see exactly?"
detectedLang"en"
heavyLang"en"
scores
en0.831081081081081
tl0.5741056218057922
da0.44812362030905084
no0.42660550458715596
yo0.4212962962962963
sv0.4075829383886255
et0.40476190476190477
ca0.3961352657004831
es0.3796526054590571
fr0.3734335839598998
it0.2668621700879765
nl0.251497005988024
pt0.24242424242424243
cs0.2378048780487805
ms0.2378048780487805
ro0.2378048780487805
sq0.2378048780487805
de0.22118380062305293
reliabletrue
passestrue
9
name"Maria"
dialogue"Le dije que no entiendo inglés. Cerca del río. Un hombre. Algo grande. No sé. Estoy asustada."
detectedLang"es"
heavyLang"es"
scores
es0.7993579454253611
pt0.6851385390428211
ca0.6756616502335236
it0.6719160104986877
fr0.6198296836982969
et0.4555749128919861
ro0.4379496402877698
no0.41588785046728977
yo0.378727634194831
sv0.37374749498997994
lv0.3228602383531961
sl0.3047830923248054
en0.29537767756482525
da0.28734321550741165
tl0.27662037037037035
nl0.26035502958579887
sk0.26035502958579887
hu0.2433414043583535
hr0.21185372005044137
tr0.20785804816223066
pl0.1883116883116883
de0.17654808959156787
is0.16443850267379678
fi0.1270949720670391
cs0.08625730994152046
lt0.08625730994152046
sq0.08625730994152046
reliabletrue
passestrue
10
name"Hunter"
dialogue"River... man... something big. Okay. Thank you. Just stay in town for now, it's safer."
detectedLang"en"
heavyLang"en"
scores
en0.8090145148968678
tl0.6243425995492111
sv0.46236559139784944
da0.452354874041621
no0.40688018979833923
de0.4004796163069544
nl0.33862433862433866
pt0.32795698924731176
ca0.32523616734143057
it0.32249322493224936
yo0.24585218702865763
sl0.23547400611620795
es0.23430321592649314
ms0.23430321592649314
vi0.2248062015503876
ro0.22118380062305293
lv0.17763157894736845
et0.16943521594684383
lt0.15824915824915825
az0.14383561643835618
pl0.14383561643835618
cs0.13494809688581316
fr0.1243432574430823
reliabletrue
passestrue
11
name"Maria"
dialogue"¿Segura? ¿Por qué no estaría segura? ¿Qué está pasando en este pueblo?"
detectedLang"es"
heavyLang"es"
scores
es0.8372660699755899
pt0.7392438070404173
ca0.6694214876033058
it0.4910941475826972
eu0.4865211810012837
ro0.42857142857142855
sq0.40828402366863903
sk0.38837920489296635
tl0.3874425727411945
no0.3710691823899371
lv0.36808846761453395
is0.3453355155482815
tr0.3311036789297659
en0.3288590604026846
nl0.2766726943942134
da0.27007299270072993
sv0.27007299270072993
fr0.2673992673992674
pl0.2673992673992674
lt0.23224568138195778
hr0.20159680638722555
ms0.19517102615694165
cs0.17864476386036962
hu0.17695473251028807
fi0.17355371900826447
yo0.16142557651991615
sl0.15789473684210525
reliabletrue
passestrue
12
name"Hunter"
dialogue"Excuse me. I have to take this."
detectedLang"en"
heavyLang"en"
scores
en0.7995991983967936
da0.6610169491525424
no0.6330275229357798
tl0.6303142329020333
sl0.5893223819301848
sq0.5850622406639004
pl0.5661605206073753
hr0.5604395604395604
cs0.5412844036697247
yo0.5283018867924528
sk0.504950495049505
it0.4936708860759494
lv0.4805194805194805
lt0.4550408719346049
et0.441340782122905
ca0.40828402366863903
sv0.40828402366863903
es0.33774834437086093
fr0.3127147766323024
ro0.3103448275862069
pt0.3055555555555556
ms0.29577464788732394
nl0.29577464788732394
fi0.2727272727272727
be0.25925925925925924
tr0.25925925925925924
hu0.250936329588015
az0.23954372623574144
is0.23954372623574144
uk0.23954372623574144
vi0.23954372623574144
reliabletrue
passestrue
13
name"Maria"
dialogue"Espere, por favor. Necesito respuestas."
detectedLang"es"
heavyLang"es"
scores
es0.7959940652818991
pt0.7444237918215614
it0.6437823834196891
ca0.6164574616457461
ro0.6048850574712644
en0.5338983050847458
sq0.48015122873345933
no0.416135881104034
lt0.38478747203579416
fr0.3483412322274882
tl0.32926829268292684
da0.31077694235588976
nl0.31077694235588976
sv0.31077694235588976
et0.2930591259640103
eu0.2744063324538259
lv0.2506811989100818
yo0.24242424242424243
az0.20289855072463767
cs0.20289855072463767
sl0.19117647058823528
sk0.17664670658682635
reliabletrue
passestrue
14
name"Hunter"
dialogue"I'm sorry, I have to go. Stay safe."
detectedLang"en"
heavyLang"en"
scores
en0.8070325900514581
da0.6341463414634145
pl0.6212121212121212
tl0.6017699115044248
yo0.5722433460076045
hr0.53125
no0.5302713987473904
cs0.5119305856832972
it0.4886363636363637
sk0.4755244755244755
lv0.45121951219512196
lt0.4260204081632653
ca0.38016528925619836
sv0.38016528925619836
sq0.3732590529247911
sl0.34971098265895956
pt0.30769230769230765
ro0.2857142857142857
be0.23728813559322032
tr0.23728813559322032
hu0.22945205479452058
az0.21875
et0.21875
is0.21875
uk0.21875
vi0.21875
reliabletrue
passestrue
15
name"Maria"
dialogue"Pero... espere..."
detectedLang"es"
heavyLang"es"
scores
es0.7863247863247863
tl0.7572815533980582
it0.6938775510204083
pt0.601063829787234
ca0.5901639344262295
eu0.5810055865921787
yo0.5398773006134969
en0.5222929936305732
ro0.5098039215686274
no0.4897959183673469
reliabletrue
passestrue