Run: 2026-04-24-01KQ089F5G3E6EYCC3JKESSYBR

Run Details

Model:
Z.AI GLM 4.5 Air
Test:
Language Writing
Scenario:
Character dialogue (German) in a story
Duration:
22.3s
Cost:
$0.001862
Provider:
Z.AI

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="Melanie"> Melanie is a 30-year old college student on a study abroad program. Born in Germany, she is fluent in German 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 German, 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: Melanie 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 German, and Hunter looks confused. They talk for a while, until Hunter gets a call and has to leave. Return the dialogue between Melanie and Hunter as a voice sheet: Melanie: "..." Hunter: "..."

Model response

AI
VOICE SHEET: Melanie: (looking up from her camera with troubled eyes, speaking in German) "Es ist so unheimlich hier. Gestern Abend im Park habe ich etwas Seltsames gesehen. Dunkle Gestalten, die sich bewegt haben... Meine Kamera hat alles aufgezeichnet, aber ich weiß nicht, ob ich es zeigen soll. Diese Stadt macht mir Angst." Hunter: (approaching cautiously, notebook in hand) "Excuse me, ma'am. I'm Detective Hunter. I'm investigating some disappearances in town. Have you noticed anything unusual lately? Anyone acting suspicious?" Melanie: (confused, shaking her head) "Entschuldigen Sie? Ich spreche nur Deutsch. Ich bin Melanie, aus Deutschland. Hier für mein Fotostudium. Was meinen Sie?" Hunter: (sighing, speaking slowly) "Disappearances. People going missing. Have you seen anything strange? Anyone who might have been taken?" Melanie: (her voice trembling slightly) "Nein, ich verstehe nicht ganz... Aber gestern Abend... im alten Park... ich habe Geräusche gehört. Dann etwas Dunkles. Ich habe Angst gehabt und weiter weg fotografiert. Vielleicht war das ein Fehler?" Hunter: (frustrated, gesturing with his hands) "Look, I need help. If you saw something, anything at all, it could be important. Can you point to where you were? Draw a map?" Melanie: (nervously looking around, pointing toward the window) "Da... in dem Park drüben. Ich war dort für die Landschaftsfotografie. Aber ich habe etwas gesehen... etwas, das nicht stimmt. Eine Person, die weggetragen wurde? Ich bin mir nicht sicher." Hunter: (pulling out a business card) "Listen, I need to know more. Can you come to the station tomorrow morning? Bring your photos. I'll have someone who speaks German there to translate." Melanie: (taking the card, looking more troubled) "Ich... ich weiß nicht. Diese Stadt ist nicht sicher. Vielleicht sollte ich abreisen." Hunter: (checking his phone, then looking at his watch) "I have to take this call. Stay here. Don't leave town. What you saw might be connected to the disappearances. I'll be back in ten minutes." Melanie: (clutching her camera tightly, whispering in German) "Ich sollte gehen... ich fühle mich nicht wohl mehr... etwas ist nicht richtig in dieser Stadt." Hunter: (walking away while answering his phone) "Yeah, what have you got? I'm at the corner cafe... see you in five. And bring the photos she mentioned."
created_at"2026-04-24T17:23:37.785Z" 4/24/2026, 5:23:37 PM
model"z-ai/glm-4.5-air"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency1839
moderation_latency(null)
generation_time21955
tokens_prompt319
tokens_completion1851
native_tokens_prompt268
native_tokens_completion1645
native_tokens_completion_images(null)
native_tokens_reasoning1237
native_tokens_cached8
num_media_prompt(null)
num_input_audio_prompt(null)
num_media_completion0
num_search_results(null)
num_fetches(null)
web_search_engine(null)
origin"https://ncbench.com/"
is_byokfalse
finish_reason"stop"
native_finish_reason"stop"
usage0.00186174
router(null)
provider_responses
0
endpoint_id"c8760514-8a81-4a73-ae2c-be4942ba93f3"
id"2026042501233848f7a9e4ab9347f3"
is_byokfalse
latency1833
model_permaslug"z-ai/glm-4.5-air"
provider_name"Z.AI"
status200
user_agent"langchainjs-openai/1.0.0 ((node/v24.14.1; linux; x64))"
http_referer(null)
request_id"req-1777051417-3ROxPRkEOoZK6MgXiymH"
session_id(null)
api_type"completions"
id"gen-1777051417-4P1jvV7KcRiWXkVsmmrn"
upstream_id"2026042501233848f7a9e4ab9347f3"
total_cost0.00186174
cache_discount0.00000136
upstream_inference_cost0
provider_name"Z.AI"
response_cache_source_id(null)

Evaluation details

Result Evaluator Details Meta Data
100.00% Parse dialogue n/a
dialogue
0
name"Melanie"
dialogue"Es ist so unheimlich hier. Gestern Abend im Park habe ich etwas Seltsames gesehen. Dunkle Gestalten, die sich bewegt haben... Meine Kamera hat alles aufgezeichnet, aber ich weiß nicht, ob ich es zeigen soll. Diese Stadt macht mir Angst."
detectedLang"de"
heavyLang"de"
scores
de0.8193556029376924
nl0.5450477326968973
no0.3929140127388535
es0.32551968155683325
fr0.3121335137573297
ca0.27827733080927586
tl0.2629289511841469
en0.26042677012609117
sv0.25391389432485323
da0.24542305789213262
et0.23251132360342222
it0.23173803526448364
sl0.22273190621814473
sk0.20820353063343716
hr0.18405564472980204
tr0.18010752688172044
yo0.16070445789763346
pl0.1574585635359116
pt0.13401476433844406
ro0.1235632183908046
ms0.11900635470826113
hu0.1107871720116618
cs0.10399529964747355
fi0.09387997623291741
is0.09387997623291741
lv0.0729483282674772
eu0.0701219512195122
hi0.06499080318822809
vi0.06096059113300493
lt0.05631188118811881
sq0.04088050314465409
reliabletrue
passestrue
1
name"Hunter"
dialogue"Excuse me, ma'am. I'm Detective Hunter. I'm investigating some disappearances in town. Have you noticed anything unusual lately? Anyone acting suspicious?"
detectedLang"en"
heavyLang"en"
scores
en0.7763363900693357
tl0.573924158500213
fr0.5305164319248826
pt0.5242626070409134
ro0.4877049180327869
nl0.4810586403736378
it0.46120689655172414
es0.4600431965442765
ca0.41348973607038125
ms0.4107248084855628
de0.3753903810118676
sq0.3412384716732542
sl0.33065595716198126
no0.3108201240523777
sv0.3084370677731674
da0.3050729673384294
et0.2475545522949586
sk0.2248062015503876
cs0.21875
hr0.21321793863099922
lv0.20823436262866193
fi0.1749174917491749
az0.16805324459234608
pl0.13793103448275862
is0.12126537785588754
lt0.11190053285968028
hu0.08088235294117647
yo0.08088235294117647
hi0.07063197026022305
tr0.05571293673276676
reliabletrue
passestrue
2
name"Melanie"
dialogue"Entschuldigen Sie? Ich spreche nur Deutsch. Ich bin Melanie, aus Deutschland. Hier für mein Fotostudium. Was meinen Sie?"
detectedLang"de"
heavyLang"de"
scores
de0.8027613412228797
nl0.6074032529444756
ms0.4281045751633987
no0.4257588187038556
sk0.39603106125970666
pl0.3794326241134752
en0.3548387096774194
sv0.2864424057084608
fi0.27007299270072993
ro0.2647058823529412
is0.24650161463939718
da0.24242424242424243
it0.21962095875139354
yo0.20364050056882824
tl0.20273348519362186
sl0.20182440136830104
ca0.18887601390498263
tr0.18414918414918416
lt0.17936694021101993
hr0.17061611374407584
cs0.16963226571767495
es0.16567342073897498
sq0.15458937198067632
eu0.13473423980222496
fr0.1116751269035533
et0.08256880733944955
lv0.08256880733944955
pt0.08256880733944955
az0.077733860342556
reliabletrue
passestrue
3
name"Hunter"
dialogue"Disappearances. People going missing. Have you seen anything strange? Anyone who might have been taken?"
detectedLang"en"
heavyLang"en"
scores
en0.8195669607056938
tl0.5426829268292682
fr0.4742990654205608
nl0.4578313253012048
da0.4516653127538586
no0.39732142857142855
ms0.3408203125
de0.31955645161290325
sv0.2741935483870968
it0.25824175824175827
pt0.25083240843507215
ca0.24832962138084633
is0.24496644295302009
sk0.19738406658739593
sl0.19738406658739593
cs0.19258373205741627
sq0.1906474820143885
lv0.1758241758241758
az0.15519399249061328
et0.15519399249061328
es0.11649214659685864
hr0.11649214659685864
fi0.10358565737051792
pl0.10358565737051792
ro0.09999999999999999
yo0.09879839786381843
lt0.09029649595687331
tr0.08038147138964578
reliabletrue
passestrue
4
name"Melanie"
dialogue"Nein, ich verstehe nicht ganz... Aber gestern Abend... im alten Park... ich habe Geräusche gehört. Dann etwas Dunkles. Ich habe Angst gehabt und weiter weg fotografiert. Vielleicht war das ein Fehler?"
detectedLang"de"
heavyLang"de"
scores
de0.8210205635948211
nl0.50836820083682
no0.38092729188619595
sv0.33390022675736963
en0.3227665706051873
sk0.3067846607669617
pt0.3022565320665083
ca0.2701863354037267
it0.26378446115288223
tr0.24920127795527158
fr0.23202614379084968
is0.2269736842105263
pl0.2218543046357616
es0.21614409606404267
ro0.20928667563930015
da0.17774667599720081
fi0.17136812411847674
hr0.16902404526166903
cs0.1660752306600426
tl0.1631054131054131
lt0.14731494920174165
sl0.14296134208606856
az0.14233576642335766
sq0.14170927684441198
et0.09406322282189669
lv0.09406322282189669
ms0.09126063418406806
hu0.057738572574178026
reliabletrue
passestrue
5
name"Hunter"
dialogue"Look, I need help. If you saw something, anything at all, it could be important. Can you point to where you were? Draw a map?"
detectedLang"en"
heavyLang"en"
scores
en0.8293327460911692
tl0.6243334949103247
da0.5019280205655527
fr0.48607427055702923
no0.47386286490156143
ca0.4557584269662921
sq0.4400289017341041
yo0.4056748466257669
it0.3954758190327613
ro0.3940578577013292
pl0.37145174371451745
cs0.36527436527436524
sv0.3621399176954732
lt0.35791217895608946
pt0.3487394957983193
es0.34433164128595606
hr0.3213660245183888
et0.31294326241134746
lv0.3055555555555556
hu0.30493273542600896
sk0.3011722272317403
tr0.28174235403151066
ms0.23720472440944884
de0.21875
sl0.21399594320486817
az0.2131979695431472
nl0.15393013100436684
is0.15115005476451257
vi0.14647577092511013
be0.08284023668639054
eu0.08284023668639054
fi0.07517899761336516
uk0.07517899761336516
reliabletrue
passestrue
6
name"Melanie"
dialogue"Da... in dem Park drüben. Ich war dort für die Landschaftsfotografie. Aber ich habe etwas gesehen... etwas, das nicht stimmt. Eine Person, die weggetragen wurde? Ich bin mir nicht sicher."
detectedLang"de"
heavyLang"de"
scores
de0.8153359127682026
nl0.5662949194547707
da0.45567651632970446
no0.43426724137931033
sv0.42434210526315785
en0.3951612903225807
it0.35185185185185186
ro0.3333333333333333
tl0.3286445012787723
pt0.2905405405405405
eu0.23525127458120904
ms0.23413566739606126
pl0.23413566739606126
hr0.2087415222305953
sl0.2087415222305953
sk0.19908466819221968
tr0.19601837672281774
yo0.19292851652574944
az0.19168591224018475
is0.19106317411402157
cs0.18414918414918416
es0.1828793774319066
sq0.1764705882352941
fr0.14634146341463414
et0.12935323383084577
ca0.07894736842105263
fi0.07732864674868191
lv0.06666666666666668
lt0.0641711229946524
hu0.05660377358490566
vi0.05660377358490566
reliabletrue
passestrue
7
name"Hunter"
dialogue"Listen, I need to know more. Can you come to the station tomorrow morning? Bring your photos. I'll have someone who speaks German there to translate."
detectedLang"en"
heavyLang"en"
scores
en0.8061203102075037
tl0.5921516754850088
da0.5679588977113498
no0.5349421820010055
sv0.5231958762886597
de0.5032223415682062
nl0.4600116754232341
hr0.4247512437810945
it0.4167717528373266
fr0.39935064935064934
sq0.3779421654337592
ro0.37626432906271073
cs0.35042134831460675
yo0.34490084985835695
lv0.3378668575518969
pl0.33261183261183264
et0.33164739884393063
ca0.3248175182481752
es0.32333577176298467
ms0.3203526818515797
tr0.30503380916604056
sl0.2965779467680608
lt0.2960426179604262
sk0.29389312977099236
pt0.28846153846153844
az0.26412092283214
fi0.22594142259414227
is0.20804794520547945
eu0.1659152389540126
vi0.1403345724907063
hu0.13712686567164178
hi0.07684630738522955
zh0.07684630738522955
be0.07035175879396985
uk0.06376518218623482
reliabletrue
passestrue
8
name"Melanie"
dialogue"Ich... ich weiß nicht. Diese Stadt ist nicht sicher. Vielleicht sollte ich abreisen."
detectedLang"de"
heavyLang"de"
scores
de0.8342059336823735
fi0.5138178096212898
nl0.4391971664698937
it0.3807040417209909
sv0.36412315930388217
da0.3632707774798928
pl0.2824773413897281
no0.2770167427701674
fr0.2531446540880503
sq0.2313915857605178
sk0.2070116861435726
hi0.18244406196213425
cs0.1739130434782609
tr0.16520210896309317
en0.14721723518850988
es0.1394927536231884
ro0.1316270566727605
tl0.1316270566727605
hr0.12037037037037036
ms0.12037037037037036
sl0.12037037037037036
reliabletrue
passestrue
9
name"Hunter"
dialogue"I have to take this call. Stay here. Don't leave town. What you saw might be connected to the disappearances. I'll be back in ten minutes."
detectedLang"en"
heavyLang"en"
scores
en0.8191104490317089
tl0.5288248337028825
fr0.4901019796040792
da0.4174091843728581
yo0.4150034411562285
ca0.4097222222222222
pl0.37820043891733723
nl0.36990363232023726
it0.36661698956780925
no0.3656716417910448
cs0.36472346786248133
lt0.3395493395493396
sl0.3333333333333333
ms0.32539682539682535
sv0.3161705551086082
sk0.3078175895765472
sq0.30612244897959184
de0.29983525535420097
hr0.2747440273037543
ro0.2621527777777778
lv0.23354373309287646
pt0.2085661080074488
et0.19507575757575757
hu0.17794970986460348
es0.1550695825049702
zh0.15254237288135594
az0.1474423269809428
fi0.07809110629067245
be0.07608695652173912
tr0.07608695652173912
is0.06900328587075576
uk0.06900328587075576
vi0.06900328587075576
reliabletrue
passestrue
10
name"Melanie"
dialogue"Ich sollte gehen... ich fühle mich nicht wohl mehr... etwas ist nicht richtig in dieser Stadt."
detectedLang"de"
heavyLang"de"
scores
de0.8463257893266276
nl0.5560936238902341
it0.4092373791621912
pl0.33008526187576126
sv0.3176178660049628
en0.2912371134020619
sl0.28478543563068925
ro0.2801047120418848
sk0.26174496644295303
tl0.2506811989100818
no0.22096317280453256
sq0.20634920634920634
ms0.20289855072463767
fr0.19825072886297376
eu0.1729323308270677
hi0.16158536585365854
cs0.15384615384615385
tr0.14596273291925466
da0.13793103448275862
fi0.13793103448275862
yo0.13793103448275862
az0.13249211356466878
hr0.10569105691056911
reliabletrue
passestrue
11
name"Hunter"
dialogue"Yeah, what have you got? I'm at the corner cafe... see you in five. And bring the photos she mentioned."
detectedLang"en"
heavyLang"en"
scores
en0.8180379746835443
tl0.6023513139695712
da0.5889921372408864
de0.49024822695035464
no0.4700460829493087
fr0.4666048237476809
nl0.4631185807656396
sv0.44764649375600385
it0.39790575916230364
ro0.3928194297782471
ms0.37431991294885747
yo0.33831990794016115
es0.3321718931475029
ca0.27944862155388467
pt0.2758186397984887
et0.22818791946308725
sl0.21124828532235942
hr0.19467787114845939
az0.1274658573596358
pl0.1274658573596358
lt0.12213740458015267
cs0.11944869831546708
hu0.11944869831546708
sq0.11944869831546708
hi0.11809815950920245
lv0.10990712074303406
fi0.1043613707165109
reliabletrue
passestrue