Run: 2026-04-24-01KQ06FC0G4G3D2JKBQ541GH6H

Run Details

Model:
Z.AI GLM 4.5 Air
Test:
Language Writing
Scenario:
Character dialogue (German) in a story
Duration:
27.9s
Cost:
$0.001180
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 - SCENE: CAFE CONVERSATION Melanie: (Looking up from her camera with a troubled expression) "Entschuldigung, ich verstehe nicht, was Sie sagen. Sprechen Sie Deutsch?" (Excuse me, I don't understand what you're saying. Do you speak German?) Hunter: (Approaching the table, official tone) "Ma'am, I'm Detective Hunter. I'm investigating some recent disappearances in town. I was wondering if you might have seen anything unusual around here lately?" Melanie: (Her eyes widen, her hand trembles slightly as she adjusts her camera) "Verschwinden? Nein, nein... das ist unmöglich. Alborn ist ein so friedlicher Ort. Ich habe nur Fotos gemacht, schöne Landschaften und das Applerfest." (Disappearances? No, no... that's impossible. Alborn is such a peaceful place. I've only been taking photos, beautiful landscapes and the apple festival.) Hunter: (Leaning forward, confused by her reaction but not understanding her words) "Ma'am, I'm trying to ask if you've noticed anything strange in the past few days. Any unusual behavior, strange vehicles, people acting out of character?" Melanie: (Shakes her head vigorously, looking around nervously) "Ich bin hier nur für mein Studium. Ich wohne im Studentenheim. Gestern Abend war ich bis spät in der Bibliothek. Niemand ist mir aufgefallen." (I'm only here for my studies. I live in the dorm. I was at the library late last night. I didn't notice anyone unusual.) Hunter: (Frustrated, gestures with his hands) "I'm sorry, ma'am, I don't understand German. Do you speak any English? Maybe just a little?" Melanie: (Looks embarrassed, shrugs) "Ein wenig... ich lerne. Aber ich verstehe nur ein bisschen Englisch. Entschuldigung." (A little... I'm learning. But I only understand a little English. Sorry.) Hunter: (Pulls out a notepad, writes something down) "Alright, look. I need to know if you've seen anything suspicious. There have been people going missing, and I'm trying to find out why." Melanie: (Points to her camera, then looks distressed) "Fotos... nur Fotos. Gestern Abend habe ich einige Fotos vom See gemacht. Niemand war dort. Es war ruhig." (Photos... only photos. Last night I took some photos by the lake. No one was there. It was quiet.) Hunter: (Nods, making notes) "The lake? What lake? Can you show me on a map or something?" Melanie: (Fumbles in her bag, pulls out a map, points to a spot) "Dieser See. Ich war dort um 22:00." (This lake. I was there at 10:00 PM.) Hunter: (His radio beeps, he answers quickly) "Hunter here... What? Another one? I'm on my way. Ma'am, thank you for your time, but I have to go. If you remember anything, call this number." (Hands her a card) Melanie: (Takes the card, looks worried but nods) "Ich hoffe, Sie finden die Leute. Alborn scheint gefährlich zu werden." (I hope you find the people. Alborn seems to be becoming dangerous.) Hunter: (Already walking away, speaking into his radio) "Copy that, I'm en route."
created_at"2026-04-24T16:51:54.247Z" 4/24/2026, 4:51:54 PM
model"z-ai/glm-4.5-air"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency1627
moderation_latency(null)
generation_time17111
tokens_prompt319
tokens_completion1119
native_tokens_prompt268
native_tokens_completion1025
native_tokens_completion_images(null)
native_tokens_reasoning360
native_tokens_cached7
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"
usage0.00117991
router(null)
provider_responses
0
endpoint_id"90fc9bb3-01bb-419f-bb58-dea60a80d201"
is_byokfalse
latency88
model_permaslug"z-ai/glm-4.5-air"
provider_name"Novita"
status429
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endpoint_id"f7dc79ca-bbbd-41a1-8eef-616d981ff1cb"
is_byokfalse
latency10319
model_permaslug"z-ai/glm-4.5-air"
provider_name"SiliconFlow"
status504
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endpoint_id"c8760514-8a81-4a73-ae2c-be4942ba93f3"
id"20260425005204fa859826665d41fb"
is_byokfalse
latency1627
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-1777049514-ShsupP7dlvoplAIfxFx5"
session_id(null)
api_type"completions"
id"gen-1777049514-cABXWtykzn9HtgAwICS4"
upstream_id"20260425005204fa859826665d41fb"
total_cost0.00117991
cache_discount0.00000119
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"Entschuldigung, ich verstehe nicht, was Sie sagen. Sprechen Sie Deutsch?"
detectedLang"de"
heavyLang"de"
scores
de0.8341074983410751
nl0.6053670086819258
da0.410377358490566
sv0.3662864385297845
en0.36061381074168797
no0.3234100135317997
pl0.31224209078404397
sk0.2784992784992785
lt0.25037481259370314
ca0.24127465857359634
es0.22720247295208654
it0.21996879875195008
is0.21383647798742136
ms0.1830065359477124
sl0.18032786885245902
cs0.16666666666666666
yo0.1482112436115843
et0.13494809688581316
hr0.1334488734835355
hu0.12587412587412586
fr0.11190053285968028
pt0.11190053285968028
az0.10554561717352416
ro0.10554561717352416
sq0.10554561717352416
reliabletrue
passestrue
1
name"Hunter"
dialogue"Ma'am, I'm Detective Hunter. I'm investigating some recent disappearances in town. I was wondering if you might have seen anything unusual around here lately?"
detectedLang"en"
heavyLang"en"
scores
en0.8018067846607669
tl0.5737509912767644
nl0.5570663370416151
fr0.48564593301435405
ro0.4796708615682478
sv0.473297403233709
da0.47122479094933595
de0.44900051255766277
it0.44786851566512587
pt0.4458762886597938
ca0.4309158284806776
no0.4192328471096704
ms0.37060889929742385
sq0.3597379392495533
es0.3408951563458001
cs0.3302180685358256
hr0.3055555555555556
sl0.30375647668393785
sk0.28949107732980833
pl0.24825174825174828
yo0.23812898653437278
et0.2164723032069971
az0.19776119402985076
lt0.1899020346646571
lv0.16146645865834633
is0.15752351097178685
fi0.11303630363036303
tr0.10714285714285714
hi0.06602953953084274
be0.061135371179039305
hu0.05866900175131349
uk0.05536028119507908
vi0.05536028119507908
reliabletrue
passestrue
2
name"Melanie"
dialogue"Verschwinden? Nein, nein... das ist unmöglich. Alborn ist ein so friedlicher Ort. Ich habe nur Fotos gemacht, schöne Landschaften und das Applerfest."
detectedLang"de"
heavyLang"de"
scores
de0.8091198303287381
nl0.5570866141732284
no0.43890274314214467
en0.4367959949937422
sv0.39065673662830064
da0.37413073713490963
fr0.32228915662650603
sk0.3060909791827294
pt0.29245283018867924
es0.2857142857142857
tl0.2604765817584223
pl0.24623115577889448
it0.24369747899159663
tr0.24050632911392408
ca0.2314261315115286
is0.23011120615911035
ms0.21602787456445993
lt0.19642857142857142
sl0.1949910554561717
sq0.18330308529945552
hu0.16356877323420074
lv0.12959381044487428
yo0.12280701754385964
az0.11591355599214145
ro0.11591355599214145
hi0.10536779324055667
vi0.0990990990990991
eu0.08536585365853659
cs0.06928645294725957
hr0.06928645294725957
et0.06542056074766354
reliabletrue
passestrue
3
name"Hunter"
dialogue"Ma'am, I'm trying to ask if you've noticed anything strange in the past few days. Any unusual behavior, strange vehicles, people acting out of character?"
detectedLang"en"
heavyLang"en"
scores
en0.8070615473663902
tl0.5460735360871538
nl0.4959677419354839
fr0.42594718714121704
no0.4186046511627907
de0.3909866017052376
sv0.36908517350157727
ca0.3678887484197219
ro0.36061381074168797
da0.34469200524246396
yo0.3408042188529994
ms0.3160054719562244
es0.2877492877492877
it0.2784992784992785
pl0.2695398100803506
sk0.26793557833089315
sl0.2663242846661775
lv0.2372234935163997
pt0.23076923076923078
cs0.2223950233281493
hr0.21383647798742136
sq0.1915925626515764
is0.18765231519090173
lt0.1460290350128096
et0.14089347079037798
az0.12510936132983377
eu0.1243432574430823
tr0.05571293673276676
reliabletrue
passestrue
4
name"Melanie"
dialogue"Ich bin hier nur für mein Studium. Ich wohne im Studentenheim. Gestern Abend war ich bis spät in der Bibliothek. Niemand ist mir aufgefallen."
detectedLang"de"
heavyLang"de"
scores
de0.7983406314819083
nl0.5629370629370629
en0.48438420742486743
da0.44089456869009586
no0.4358478401031592
sv0.4059742023082145
ro0.359912216532553
pl0.35137138621200886
sk0.3253662297609869
hr0.3206521739130435
it0.2988782051282051
fr0.29435483870967744
ca0.2937853107344633
sq0.2937853107344633
ms0.28513071895424835
pt0.25721561969439727
lt0.24373379429559205
lv0.24373379429559205
tr0.2290748898678414
tl0.20742753623188404
cs0.19945105215004574
es0.1957720588235294
sl0.1957720588235294
fi0.15213178294573643
is0.14634146341463414
hi0.10805300713557595
hu0.09700722394220845
yo0.09138110072689512
az0.08759124087591241
reliabletrue
passestrue
5
name"Hunter"
dialogue"I'm sorry, ma'am, I don't understand German. Do you speak any English? Maybe just a little?"
detectedLang"en"
heavyLang"en"
scores
en0.7927956646477526
tl0.5350500715307582
sv0.5296671490593343
no0.5112781954887218
da0.5038167938931297
ca0.4663382594417077
ro0.4519392917369309
cs0.4500846023688663
pl0.41016333938294003
hr0.40530649588289114
it0.39478584729981375
sk0.39422180801491147
de0.38505203405865657
pt0.37858508604206503
sq0.37679769894535
nl0.3340163934426229
yo0.30406852248394006
vi0.27293064876957496
et0.25968109339407747
hu0.2554410080183276
tr0.2502883506343714
is0.2459396751740139
sl0.24418604651162787
ms0.23976608187134502
az0.23798358733880423
es0.23708920187793428
fr0.22894424673784108
lt0.18238993710691823
lv0.1698595146871009
be0.09722222222222222
eu0.09722222222222222
fi0.08835904628330996
uk0.08835904628330996
reliabletrue
passestrue
6
name"Melanie"
dialogue"Ein wenig... ich lerne. Aber ich verstehe nur ein bisschen Englisch. Entschuldigung."
detectedLang"de"
heavyLang"de"
scores
de0.8291394843118981
nl0.5303159692570453
no0.4222689075630252
sv0.36416184971098264
da0.34988179669030733
ms0.3405275779376499
ro0.2801047120418848
sk0.27344782034346105
is0.2198581560283688
en0.21540656205420827
fr0.20977011494252876
sq0.19472913616398244
pl0.1729323308270677
lt0.12280701754385964
hr0.11575562700964631
hu0.11575562700964631
it0.11575562700964631
es0.10277324632952692
pt0.10277324632952692
az0.09688013136288999
ca0.09688013136288999
reliabletrue
passestrue
7
name"Hunter"
dialogue"Alright, look. I need to know if you've seen anything suspicious. There have been people going missing, and I'm trying to find out why."
detectedLang"en"
heavyLang"en"
scores
en0.8238341968911918
tl0.5535714285714286
da0.45267224726336125
no0.3259318001586043
yo0.318364073777065
sv0.28209459459459457
de0.27597955706984667
sq0.2685025817555938
ca0.24911660777385158
et0.23903312444046554
pl0.2349234923492349
ms0.23423423423423423
hr0.23076923076923078
cs0.21731123388581952
fr0.20411985018726592
is0.20187793427230047
sk0.1935483870967742
lv0.17874396135265702
it0.17475728155339806
ro0.17315175097276264
nl0.17153996101364524
lt0.16420845624385447
hu0.15422885572139303
pt0.15254237288135594
az0.13087934560327197
sl0.12461380020597322
fi0.08405172413793104
es0.07809110629067245
be0.07608695652173912
tr0.07608695652173912
uk0.06900328587075576
vi0.06900328587075576
reliabletrue
passestrue
8
name"Melanie"
dialogue"Fotos... nur Fotos. Gestern Abend habe ich einige Fotos vom See gemacht. Niemand war dort. Es war ruhig."
detectedLang"de"
heavyLang"de"
scores
de0.8009410061527326
nl0.5804729214340199
en0.47668886774500474
es0.40217391304347827
ca0.40021810250817885
ro0.375
pl0.3405275779376499
lv0.3159203980099502
da0.29936305732484075
fr0.29936305732484075
lt0.298469387755102
pt0.298469387755102
et0.29757343550446996
sk0.25775978407557354
ms0.2445054945054945
sv0.22206506364922204
it0.21316165951359084
no0.19825072886297376
hu0.15644171779141106
is0.12698412698412698
fi0.12280701754385964
tl0.12280701754385964
tr0.11290322580645161
cs0.1085899513776337
hr0.1085899513776337
sl0.1085899513776337
sq0.10277324632952692
az0.09688013136288999
reliabletrue
passestrue
9
name"Hunter"
dialogue"The lake? What lake? Can you show me on a map or something?"
detectedLang"en"
heavyLang"en"
scores
en0.8327759197324415
tl0.6399176954732511
fr0.574726609963548
pt0.5225102319236016
nl0.47368421052631576
ca0.4712990936555891
es0.4712990936555891
et0.4712990936555891
ms0.4640122511485452
yo0.46236559139784944
sq0.45987654320987653
fi0.4514106583072101
cs0.44881889763779526
no0.42244224422442245
it0.36936936936936937
sk0.36936936936936937
hr0.36363636363636365
pl0.35064935064935066
sl0.3371212121212121
hu0.308300395256917
tr0.3055555555555556
da0.3
az0.29577464788732394
sv0.28716904276985744
ro0.2842535787321063
hi0.1935483870967742
lt0.1898148148148148
is0.1764705882352941
eu0.16666666666666666
lv0.16666666666666666
vi0.16666666666666666
de0.1606714628297362
reliabletrue
passestrue
10
name"Melanie"
dialogue"Dieser See. Ich war dort um 22:00."
detectedLang"de"
heavyLang"de"
scores
de0.8339658444022772
en0.5911214953271028
et0.49275362318840576
is0.4712990936555891
pt0.46808510638297873
sk0.41471571906354515
pl0.396551724137931
reliabletrue
passestrue
11
name"Hunter"
dialogue"Hunter here... What? Another one? I'm on my way. Ma'am, thank you for your time, but I have to go. If you remember anything, call this number."
detectedLang"en"
heavyLang"en"
scores
en0.8226950354609929
tl0.636285836542576
da0.5261984392419176
no0.46439823566477634
pl0.4264507422402159
yo0.3992932862190813
hr0.37683284457478006
sk0.3670886075949367
cs0.3584905660377359
sv0.3501529051987768
sq0.3161705551086082
ms0.3134087237479806
et0.30498773507767785
fr0.302707136997539
sl0.2659758203799654
ca0.2582897033158813
nl0.22656960873521384
de0.22303473491773307
hu0.22303473491773307
pt0.21514312096029548
is0.20337394564198688
vi0.19659735349716445
lv0.17874396135265702
it0.17315175097276264
lt0.16420845624385447
fi0.15
ro0.14914914914914917
tr0.1317671092951992
es0.10526315789473685
hi0.08993576017130622
be0.07608695652173912
az0.06900328587075576
uk0.06900328587075576
reliabletrue
passestrue
12
name"Melanie"
dialogue"Ich hoffe, Sie finden die Leute. Alborn scheint gefährlich zu werden."
detectedLang"de"
heavyLang"de"
scores
de0.8299897993879632
nl0.5625546806649169
da0.40688018979833923
no0.3540051679586563
tr0.31412894375857336
pl0.31224209078404397
sv0.28876244665718354
es0.24585218702865763
en0.24471299093655588
sk0.19871794871794873
hu0.17218543046357618
ca0.16666666666666666
is0.15682967959527827
yo0.14965986394557826
it0.14383561643835618
sq0.13793103448275862
fr0.1334488734835355
ro0.13043478260869565
tl0.13043478260869565
reliabletrue
passestrue
13
name"Hunter"
dialogue"Copy that, I'm en route."
detectedLang"en"
heavyLang"en"
scores
en0.7483221476510067
fr0.696969696969697
nl0.673202614379085
es0.5161290322580645
ca0.49664429530201337
da0.49664429530201337
sv0.49664429530201337
no0.4809688581314879
is0.471830985915493
tr0.4230769230769231
tl0.39999999999999997
fi0.358974358974359
eu0.3333333333333333
sl0.3333333333333333
reliabletrue
passestrue