Run: 2026-04-24-01KQ07GWBH4MSPZ5SFTR4EDD8S

Run Details

Model:
Z.AI GLM 4.5 Air
Test:
Language Writing
Scenario:
Character dialogue (German) in a story
Duration:
24.4s
Cost:
$0.001120
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 and Hunter **Setting:** A small cafe in Alborn, MN. Melanie sits at a table, carefully examining her camera. Hunter approaches, looking official and serious. **Melanie:** (Looking up, startled, her eyes wide with concern) "Oh mein Gott, ich habe das gesehen. Gestern Abend, jemand ist verschwunden." *(Translation: "Oh my god, I saw that. Last night, someone disappeared.")* **Hunter:** (Leaning forward, notebook in hand) "Ma'am, I'm Detective Hunter. I'm investigating the disappearances in town. Did you see something last night?" **Melanie:** (Shaking her head nervously, glancing around) "Ich verstehe nicht. Sprechen Sie langsam, bitte." *(Translation: "I don't understand. Please speak slowly.")* **Hunter:** (Sighing, trying to simplify his language) "Disappeared. Gone. Missing person. You see something?" **Melanie:** (Frustrated, gesturing with her hands) "Ja, ja, ich verstehe das Wort. Aber ich habe etwas seltsames gesehen am alten Apfelhaus. Lichter, dann nichts." *(Translation: "Yes, yes, I understand the word. But I saw something strange at the old apple house. Lights, then nothing.")* **Hunter:** (Jotting down notes, looking interested) "Apple house? The old Miller place? What lights?" **Melanie:** (Making a troubled face, pointing to her camera) "Ich habe Fotos gemacht, aber... ich bin unsicher. Vielleicht war es nichts. Aber ich habe gesehen, wie jemand weggelaufen ist." *(Translation: "I took photos, but... I'm unsure. Maybe it was nothing. But I saw someone running away.")* **Hunter:** (Pulling out a card) "If you remember anything, call me. Even if you think it's not important." **Melanie:** (Taking the card, looking confused at the English text) "Vielleicht... ich weiß nicht. Ich spreche nur ein bisschen Englisch. Ich versuche, mein Deutsch zu verwenden." *(Translation: "Maybe... I don't know. I only speak a little English. I try to use my German.")* **Hunter:** (Nodding, hearing his phone ring) "I have to take this. Think about what you saw. It might be important." **Melanie:** (Watching him leave, speaking softly to herself) "Ich hoffe, ich habe geholfen. Aber ich bin mir nicht sicher, ob er mich verstand." *(Translation: "I hope I helped. But I'm not sure if he understood me.")* Hunter answers his phone and quickly walks out of the cafe, leaving Melanie alone with her troubled thoughts and camera.
created_at"2026-04-24T17:10:12.097Z" 4/24/2026, 5:10:12 PM
model"z-ai/glm-4.5-air"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency2195
moderation_latency(null)
generation_time13889
tokens_prompt319
tokens_completion1107
native_tokens_prompt268
native_tokens_completion971
native_tokens_completion_images(null)
native_tokens_reasoning484
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"
usage0.00112034
router(null)
provider_responses
0
endpoint_id"f7dc79ca-bbbd-41a1-8eef-616d981ff1cb"
is_byokfalse
latency10319
model_permaslug"z-ai/glm-4.5-air"
provider_name"SiliconFlow"
status504
1
endpoint_id"c8760514-8a81-4a73-ae2c-be4942ba93f3"
id"20260425011022544d5e8731d344f0"
is_byokfalse
latency2195
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-1777050612-4T4GlSyKZxk8LpaBWyZa"
session_id(null)
api_type"completions"
id"gen-1777050612-sPUEdpRFP9iDBzMautcv"
upstream_id"20260425011022544d5e8731d344f0"
total_cost0.00112034
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"Oh mein Gott, ich habe das gesehen. Gestern Abend, jemand ist verschwunden."
detectedLang"de"
heavyLang"de"
scores
de0.8108323377140582
nl0.5264207377866401
sv0.41502463054187194
pt0.4025157232704403
is0.3448275862068966
en0.3356643356643356
es0.31948424068767906
da0.3185078909612626
fr0.31457431457431456
tr0.3115942028985507
ro0.3014705882352941
hu0.27035330261136714
it0.24960505529225907
no0.2448330683624801
ca0.23387096774193547
sq0.2263843648208469
sk0.2070116861435726
eu0.19491525423728812
pl0.19491525423728812
hi0.18244406196213425
fi0.15630550621669628
ms0.15630550621669628
yo0.15630550621669628
lt0.1394927536231884
tl0.1394927536231884
az0.11048689138576778
reliabletrue
passestrue
1
name"Hunter"
dialogue"Ma'am, I'm Detective Hunter. I'm investigating the disappearances in town. Did you see something last night?"
detectedLang"en"
heavyLang"en"
scores
en0.7993912562257885
tl0.6527777777777778
fr0.566128067025733
nl0.5242782152230971
pt0.5153743315508021
ro0.5124411566913248
it0.48654390934844194
de0.452416918429003
ms0.4277821625887924
ca0.42551505546751184
no0.42185007974481664
sv0.41953562850280224
es0.4052502050861362
da0.3798118049615056
sl0.358974358974359
et0.34150772025431425
sq0.32432432432432434
cs0.27860696517412936
hr0.2720883534136546
yo0.2706237424547284
az0.21790722761596548
lv0.1657077100115075
is0.15990730011587484
sk0.15990730011587484
lt0.14806110458284372
pl0.103831891223733
fi0.07525510204081631
tr0.07525510204081631
reliabletrue
passestrue
2
name"Melanie"
dialogue"Ich verstehe nicht. Sprechen Sie langsam, bitte."
detectedLang"de"
heavyLang"de"
scores
de0.8370577281191807
nl0.5783132530120482
da0.4688922610015175
no0.4672754946727549
lt0.396551724137931
pl0.3934142114384749
is0.38596491228070173
it0.38162544169611307
en0.37163375224416517
sk0.3554327808471455
et0.35304990757855825
sv0.32038834951456313
ro0.2768595041322314
fr0.2753623188405797
sl0.2391304347826087
cs0.2222222222222222
ms0.19908466819221968
eu0.1822429906542056
hr0.18032786885245902
hu0.17061611374407584
es0.15254237288135594
pt0.15254237288135594
tl0.15254237288135594
yo0.15254237288135594
az0.14425427872860636
ca0.14425427872860636
sq0.14425427872860636
reliabletrue
passestrue
3
name"Hunter"
dialogue"Disappeared. Gone. Missing person. You see something?"
detectedLang"en"
heavyLang"en"
scores
en0.800228310502283
tl0.5400788436268068
ms0.5165745856353591
nl0.5042492917847025
et0.45652173913043476
da0.45054945054945056
is0.4496855345911949
pt0.445324881141046
sv0.4290375203915171
no0.4077834179357022
it0.4067796610169492
fr0.3996569468267582
de0.38380281690140844
es0.3217054263565891
ca0.31640625
sq0.29718875502008035
eu0.2842535787321063
cs0.2813141683778234
az0.26160337552742613
ro0.1935483870967742
fi0.1822429906542056
lv0.1764705882352941
lt0.17061611374407584
tr0.1606714628297362
hu0.15254237288135594
hr0.14425427872860636
pl0.14425427872860636
sk0.14425427872860636
reliabletrue
passestrue
4
name"Melanie"
dialogue"Ja, ja, ich verstehe das Wort. Aber ich habe etwas seltsames gesehen am alten Apfelhaus. Lichter, dann nichts."
detectedLang"de"
heavyLang"de"
scores
de0.8137931034482759
nl0.44762684124386254
pt0.4109947643979057
en0.3697478991596639
et0.33234421364985167
ro0.3263473053892215
ca0.31402439024390244
sv0.28646934460887946
no0.2857142857142857
sk0.2834394904458599
fi0.26310043668122274
pl0.22413793103448276
fr0.2214532871972318
yo0.1847826086956522
da0.17076167076167076
sl0.17076167076167076
sq0.16563658838071693
it0.16253101736972705
es0.15307402760351316
eu0.14556962025316456
lv0.14556962025316456
cs0.12903225806451613
hi0.1141732283464567
tl0.11067193675889328
lt0.10239361702127658
hu0.09638554216867469
is0.09029649595687331
az0.08038147138964578
ms0.08038147138964578
tr0.08038147138964578
reliabletrue
passestrue
5
name"Hunter"
dialogue"Apple house? The old Miller place? What lights?"
detectedLang"en"
heavyLang"en"
scores
en0.811156304474143
tl0.7171453437771975
fr0.6862934362934363
da0.5289855072463767
sv0.5170876671619613
de0.5083207261724659
es0.4857594936708861
no0.482484076433121
ca0.4328097731239092
nl0.4227353463587922
tr0.34077079107505076
cs0.30851063829787234
ro0.30851063829787234
it0.30703624733475476
yo0.2476851851851852
et0.2316784869976359
az0.214975845410628
hu0.214975845410628
is0.21307506053268765
ms0.1935483870967742
sq0.1935483870967742
pl0.19154228855721395
fi0.1875
pt0.1751269035532995
reliabletrue
passestrue
6
name"Melanie"
dialogue"Ich habe Fotos gemacht, aber... ich bin unsicher. Vielleicht war es nichts. Aber ich habe gesehen, wie jemand weggelaufen ist."
detectedLang"de"
heavyLang"de"
scores
de0.8284734133790738
nl0.5958429561200923
en0.33774834437086093
fr0.33396764985727884
ms0.3320610687022901
fi0.3210475266731329
es0.29292929292929293
ca0.2864424057084608
lv0.26624737945492666
pl0.2647058823529412
tr0.2647058823529412
lt0.2505353319057816
da0.24731182795698922
sk0.2143658810325477
cs0.19261822376009227
sv0.17355371900826447
pt0.16963226571767495
no0.16367980884109917
it0.16167664670658682
ro0.1606714628297362
eu0.1411042944785276
hi0.1315136476426799
hu0.12718204488778054
yo0.1116751269035533
tl0.09326424870466321
hr0.08735332464146023
sl0.08735332464146023
et0.08256880733944955
sq0.08256880733944955
az0.077733860342556
reliabletrue
passestrue
7
name"Hunter"
dialogue"If you remember anything, call me. Even if you think it's not important."
detectedLang"en"
heavyLang"en"
scores
en0.8238057948316366
tl0.5813953488372093
nl0.5548961424332344
fr0.5217853347502657
no0.4712103407755582
ms0.42675159235668786
sv0.41329856584093866
sq0.4117647058823529
es0.39919893190921224
ca0.39839572192513373
da0.39839572192513373
pt0.3877551020408163
it0.37931034482758624
ro0.37931034482758624
sl0.32432432432432434
yo0.29577464788732394
hu0.2822966507177033
et0.27768860353130015
tr0.2598684210526316
de0.25742574257425743
is0.2549668874172185
sk0.2214532871972318
cs0.14772727272727273
fi0.14285714285714285
lt0.1362763915547025
reliabletrue
passestrue
8
name"Melanie"
dialogue"Vielleicht... ich weiß nicht. Ich spreche nur ein bisschen Englisch. Ich versuche, mein Deutsch zu verwenden."
detectedLang"de"
heavyLang"de"
scores
de0.8365617433414043
nl0.5725142495250158
no0.4021257750221435
sv0.3818681318681319
da0.336283185840708
fi0.2647058823529412
ro0.25905598243688255
is0.24916573971078973
en0.24581005586592178
sk0.22235023041474655
fr0.21784472769409038
hu0.20681551116333724
ms0.20306965761511217
lt0.1983372921615202
ca0.1906474820143885
hr0.18082524271844658
es0.17481662591687042
it0.17279411764705882
sq0.17076167076167076
tr0.1520100502512563
pl0.14556962025316456
sl0.14012738853503184
cs0.12903225806451613
pt0.08536585365853659
az0.08038147138964578
reliabletrue
passestrue
9
name"Hunter"
dialogue"I have to take this. Think about what you saw. It might be important."
detectedLang"en"
heavyLang"en"
scores
en0.841190237378803
tl0.6362940275650842
da0.5589600742804085
yo0.5046923879040667
no0.4952178533475027
ca0.47859495060373214
fr0.4405182567726737
ro0.43452380952380953
lt0.4242424242424243
cs0.39797211660329534
it0.39490445859872614
sq0.3766404199475065
lv0.3632707774798928
pl0.3546195652173913
hr0.3493150684931507
sv0.3014705882352941
sk0.3004418262150221
sl0.2952522255192878
es0.2931547619047619
pt0.2931547619047619
hu0.27921092564491656
nl0.2647058823529412
tr0.24000000000000002
ms0.1739130434782609
de0.13479052823315119
be0.12844036697247707
az0.1171003717472119
et0.1171003717472119
is0.1171003717472119
uk0.1171003717472119
vi0.1171003717472119
reliabletrue
passestrue
10
name"Melanie"
dialogue"Ich hoffe, ich habe geholfen. Aber ich bin mir nicht sicher, ob er mich verstand."
detectedLang"de"
heavyLang"de"
scores
de0.8290598290598291
nl0.5925020374898126
da0.451152579582876
no0.43630214205186024
is0.4232987312572088
en0.3710691823899371
fr0.30747922437673125
ro0.30167597765363136
sl0.3006993006993007
sv0.29577464788732394
it0.28876244665718354
sk0.26793557833089315
pl0.2668621700879765
cs0.24127465857359634
hr0.24127465857359634
tr0.22720247295208654
lt0.21875
es0.20127795527156547
pt0.20127795527156547
ca0.19614147909967844
sq0.19614147909967844
ms0.14965986394557826
hu0.12587412587412586
tl0.12587412587412586
et0.11190053285968028
az0.10554561717352416
fi0.10554561717352416
reliabletrue
passestrue