Run: 2026-04-24-01KQ06HM6Z7A9RE3WGTKD16KZK

Run Details

Model:
Z.AI GLM 5.1
Test:
Language Writing
Scenario:
Character dialogue (German) in a story
Duration:
29.6s
Cost:
$0.003669
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
Melanie: *staring at camera screen, murmuring softly* "Die Fotos... da war etwas in den Bäumen. Etwas, das dort nicht sein sollte..." Hunter: *approaching the table, pulling out a chair* "Mind if I sit? I'm Detective Hunter with the Alborn PD. Got a few questions about what you might've seen out near the orchard two nights ago." Melanie: *looking up, startled* "Oh... Entschuldigung, ich verstehe nicht. Ich spreke kein Englisch." Hunter: *furrowing his brow* "The orchard. Two nights ago. You were out there taking pictures, right?" Melanie: *shaking, gripping her camera tighter* "Ich... ich habe etwas gesehen. Bei den Apfelbäumen. Es war dunkel, und dann— dann war da dieses Geräusch. Wie ein Schrei, aber... anders. Ich hatte solche Angst!" *voice cracking* "Die Frau, sie war da, und dann war sie weg— einfach weg!" Hunter: *pinching the bridge of his nose* "Ma'am, I really need you to slow down. I don't understand a word you're—" Melanie: *wiping tears, speaking rapidly* "Bitte, Sie müssen mir helfen! Sie sind von der Polizei, ja? Die Frau ist verschwunden! Ich habe es gesehen! Auf meinen Fotos— hier, schauen Sie!" *turning camera toward him* "Sehen Sie? Dort, zwischen den Bäumen!" Hunter: *leaning forward, studying the photo* "Wait— that shadow there. Is that... can you scroll to the next one?" Melanie: *tapping through photos, hands trembling* "Ja, ja... hier. Und hier auch. Bewegt es sich? Es hat keine Form— keine normale Form. Ich weiß nicht, was es ist, aber es hat die Frau genommen!" Hunter: *staring at the image intently* "I don't suppose you know the word 'missing' in... whatever language that is?" Melanie: *frustrated, pulling out a small notebook, writing carefully* "V-e-r-m-i-s-s-t. Missing. Frau. Woman." *pointing at photo* "Vermisst." Hunter: *nodding slowly* "Missing woman. Got it. And this thing in the photos, you saw it take—" *RING RING* Hunter: *glancing at phone, standing abruptly* "I gotta take this. Don't leave town, alright? Stay right here." Melanie: *confused, grabbing his arm* "Warte! Bitte! Was soll ich tun? Es kommt zurück, ich weiß es!" Hunter: *gently removing her hand* "Just— stay here. I'll figure out how to... I'll be back." Melanie: *watching him walk away, whispering* "Bitte kommen Sie zurück... bitte..."
created_at"2026-04-24T16:53:07.951Z" 4/24/2026, 4:53:07 PM
model"z-ai/glm-5.1-20260406"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency3445
moderation_latency(null)
generation_time29441
tokens_prompt319
tokens_completion786
native_tokens_prompt267
native_tokens_completion749
native_tokens_completion_images(null)
native_tokens_reasoning135
native_tokens_cached0
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"
usage0.0036694
router(null)
provider_responses
0
endpoint_id"4ce9a513-17dc-4130-8960-2c4ceed3ea56"
id"20260425005308bcd398f18e734558"
is_byokfalse
latency3445
model_permaslug"z-ai/glm-5.1-20260406"
provider_name"Z.AI"
status200
user_agent"langchainjs-openai/1.0.0 ((node/v24.14.1; linux; x64))"
http_referer(null)
request_id"req-1777049587-WXvtyqEgdmV8emyWseCo"
session_id(null)
api_type"completions"
id"gen-1777049587-SdRyOkB4mOUvQxAKyjqI"
upstream_id"20260425005308bcd398f18e734558"
total_cost0.0036694
cache_discount(null)
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"Die Fotos... da war etwas in den Bäumen. Etwas, das dort nicht sein sollte..."
detectedLang"de"
heavyLang"de"
scores
de0.8351044338585563
nl0.6021220159151194
pt0.4915254237288135
it0.46808510638297873
en0.43467336683417085
sl0.43324937027707805
sv0.4109947643979057
da0.39999999999999997
no0.3967828418230563
es0.3869209809264305
ro0.3732590529247911
cs0.3670886075949367
yo0.3580599144079886
az0.3562231759656652
eu0.3553008595988539
pl0.31402439024390244
fr0.29906542056074764
hr0.2913385826771654
tr0.2753623188405797
ms0.265905383360522
tl0.25742574257425743
lt0.24114671163575044
sq0.23857868020304565
ca0.22945205479452058
lv0.22945205479452058
sk0.12959381044487428
et0.12280701754385964
vi0.12280701754385964
reliabletrue
passestrue
1
name"Hunter"
dialogue"Mind if I sit? I'm Detective Hunter with the Alborn PD. Got a few questions about what you might've seen out near the orchard two nights ago."
detectedLang"en"
heavyLang"en"
scores
en0.7978142076502732
tl0.5846430175123484
fr0.48838495575221236
it0.4690011481056257
ca0.41455696202531644
no0.4100765306122449
ro0.4089456869009585
da0.3874172185430464
pt0.37160326086956524
sv0.3580846634281749
nl0.33881343817012155
sq0.3203526818515797
cs0.29496951219512196
es0.29443173150266966
hr0.25583266291230894
de0.25343018563357544
yo0.252827140549273
hu0.2516181229773463
ms0.23108894430590188
pl0.19982698961937717
sl0.18930762489044697
et0.1878841088674276
tr0.18213969938107868
sk0.17923691215616683
lt0.13551401869158877
is0.12982126058325494
az0.12570888468809074
lv0.12570888468809074
vi0.12570888468809074
be0.07035175879396985
eu0.07035175879396985
fi0.06376518218623482
uk0.06376518218623482
reliabletrue
passestrue
2
name"Melanie"
dialogue"Oh... Entschuldigung, ich verstehe nicht. Ich spreke kein Englisch."
detectedLang"de"
heavyLang"de"
scores
de0.8084291187739464
nl0.6616541353383458
no0.33035714285714285
en0.3283582089552239
sk0.3001555209953344
ms0.2902208201892744
sq0.281150159744409
lt0.2706645056726094
hr0.24874791318864775
da0.23857868020304565
it0.23857868020304565
is0.23208191126279862
ro0.225473321858864
sv0.225473321858864
pl0.20353982300884957
sl0.19642857142857142
cs0.1818181818181818
hu0.13793103448275862
es0.12280701754385964
fr0.12280701754385964
pt0.12280701754385964
az0.11591355599214145
ca0.11591355599214145
reliabletrue
passestrue
3
name"Hunter"
dialogue"The orchard. Two nights ago. You were out there taking pictures, right?"
detectedLang"en"
heavyLang"en"
scores
en0.824269330373659
tl0.7184350918790754
fr0.5077720207253886
de0.5020964360587002
no0.4583808437856328
nl0.41212871287128716
sq0.3233618233618234
da0.32045779685264664
sv0.31752873563218387
yo0.2759146341463415
ca0.26356589147286824
et0.26242236024844723
ro0.24242424242424243
pl0.18244406196213425
tr0.1532976827094474
lv0.14874551971326164
fi0.14414414414414414
cs0.1410488245931284
ms0.1410488245931284
is0.13003663003663005
pt0.13003663003663005
sk0.13003663003663005
sl0.13003663003663005
reliabletrue
passestrue
4
name"Melanie"
dialogue"Die Frau, sie war da, und dann war sie weg— einfach weg!"
detectedLang"de"
heavyLang"de"
scores
de0.8564043653072947
nl0.5300751879699248
pl0.4117647058823529
yo0.3946731234866829
pt0.33510638297872336
eu0.3315508021390375
sl0.3297587131367293
en0.32432432432432434
is0.32432432432432434
hr0.3206521739130435
it0.30167597765363136
az0.29775280898876405
tr0.2877492877492877
da0.2647058823529412
no0.2625368731563422
ro0.21135646687697163
es0.20127795527156547
tl0.20127795527156547
vi0.20127795527156547
reliabletrue
passestrue
5
name"Hunter"
dialogue"Ma'am, I really need you to slow down. I don't understand a word you're—"
detectedLang"en"
heavyLang"en"
scores
en0.7983014861995754
no0.5887445887445888
da0.5869565217391305
cs0.5552434456928839
tl0.5383867832847424
pl0.5182555780933064
sk0.5077720207253886
hr0.4751381215469613
sv0.4644870349492672
ro0.4431418522860493
ca0.42143727161997563
yo0.4193154034229829
de0.40476190476190477
lv0.4010088272383354
it0.39873417721518983
lt0.3964421855146125
nl0.39258312020460356
sq0.3675099866844208
sl0.3658210947930574
et0.3581081081081081
pt0.32045779685264664
hu0.31948424068767906
es0.3115942028985507
is0.30858806404657935
az0.29210134128166915
tr0.23633440514469453
vi0.21875
ms0.20435510887772196
fr0.19763513513513514
be0.12844036697247707
eu0.12844036697247707
fi0.1171003717472119
uk0.1171003717472119
reliabletrue
passestrue
6
name"Melanie"
dialogue"Sehen Sie? Dort, zwischen den Bäumen!"
detectedLang"de"
heavyLang"de"
scores
de0.830393487109905
sv0.570446735395189
eu0.4887525562372188
da0.4780793319415449
nl0.4212962962962963
no0.3718592964824121
pl0.3093922651933701
cs0.2732558139534884
fi0.26035502958579887
ms0.26035502958579887
es0.2378048780487805
reliabletrue
passestrue
7
name"Hunter"
dialogue"Wait— that shadow there. Is that... can you scroll to the next one?"
detectedLang"en"
heavyLang"en"
scores
en0.8102226720647773
tl0.5976394849785408
yo0.4925575101488498
no0.4377811094452773
nl0.39320388349514557
pl0.3718592964824121
cs0.3578767123287671
hr0.35121107266435986
da0.3267504488330341
de0.3218806509945751
sq0.2937853107344633
sv0.2937853107344633
ca0.29245283018867924
hu0.29111531190926276
sk0.26035502958579887
lv0.2454728370221328
sl0.24395161290322584
lt0.21711899791231734
is0.19700214132762314
fr0.17218543046357618
ms0.17218543046357618
az0.17035398230088497
tr0.17035398230088497
reliabletrue
passestrue
8
name"Melanie"
dialogue"Ja, ja... hier. Und hier auch. Bewegt es sich? Es hat keine Form— keine normale Form. Ich weiß nicht, was es ist, aber es hat die Frau genommen!"
detectedLang"de"
heavyLang"de"
scores
de0.8359261059795818
nl0.5958083832335329
da0.45652173913043476
sv0.4230769230769231
en0.4015957446808511
no0.37902483900643974
et0.3703358208955224
ca0.3209255533199195
fr0.3181818181818182
lv0.3091095189355169
fi0.303405572755418
sk0.2834394904458599
pl0.27341227125941875
yo0.2702702702702703
tr0.25824175824175827
it0.23814898419864558
es0.23728813559322032
sq0.23728813559322032
hu0.21965317919075145
cs0.1906474820143885
lt0.18576598311218334
ro0.17076167076167076
sl0.17076167076167076
ms0.1687192118226601
hi0.1357234314980794
eu0.09029649595687331
az0.08536585365853659
pt0.08536585365853659
hr0.08038147138964578
tl0.08038147138964578
reliabletrue
passestrue
9
name"Hunter"
dialogue"I don't suppose you know the word 'missing' in... whatever language that is?"
detectedLang"en"
heavyLang"en"
scores
en0.8245320855614974
tl0.6167883211678832
nl0.6087928464977646
no0.5227272727272727
da0.5079662605435802
sv0.4791666666666667
yo0.4696969696969697
fr0.4491080797481637
ro0.44385593220338987
is0.42622950819672134
ms0.39999999999999997
it0.38882421420256114
de0.308300395256917
hu0.29624664879356566
sq0.28765264586160105
pl0.2857142857142857
cs0.2584745762711864
sl0.22680412371134018
az0.21875
et0.21171171171171171
hr0.20933734939759033
ca0.2081447963800905
lt0.1935483870967742
eu0.12935323383084577
pt0.12060301507537688
sk0.12060301507537688
be0.11764705882352942
tr0.11764705882352942
lv0.10714285714285714
uk0.10714285714285714
vi0.10714285714285714
reliabletrue
passestrue
10
name"Melanie"
dialogue"Vermisst."
detectedLang"de"
heavyLang"de"
scores
de0.7692307692307693
nl0.701195219123506
sv0.673913043478261
pt0.6575342465753424
az0.5967741935483871
tr0.576271186440678
fr0.5535714285714286
en0.5454545454545454
it0.5222929936305732
no0.5098039215686274
tl0.506578947368421
ca0.5
da0.4791666666666667
et0.4791666666666667
fi0.4791666666666667
reliabletrue
passestrue
11
name"Hunter"
dialogue"Missing woman. Got it. And this thing in the photos, you saw it take—"
detectedLang"en"
heavyLang"en"
scores
en0.8328745576091231
tl0.6981534090909092
nl0.6075715604801477
ms0.5092378752886837
yo0.46540880503144655
fr0.4385733157199472
de0.40559440559440557
sv0.39801699716713884
no0.3694362017804154
sq0.356060606060606
sl0.3531202435312024
ro0.3431221020092735
da0.33800623052959505
it0.3328100470957614
fi0.27101200686106347
lv0.2697594501718213
is0.26343154246100525
az0.2595818815331011
cs0.2595818815331011
pt0.25438596491228066
ca0.2517605633802817
pl0.1650294695481336
es0.15841584158415842
lt0.15841584158415842
hi0.1533864541832669
hr0.1431451612903226
et0.1326530612244898
reliabletrue
passestrue
12
name"Hunter"
dialogue"I gotta take this. Don't leave town, alright? Stay right here."
detectedLang"en"
heavyLang"en"
scores
en0.7944078947368421
tl0.5476477683956574
it0.4549418604651163
sq0.3842364532019704
no0.3686868686868687
sv0.3644067796610169
da0.36224489795918363
hu0.3181818181818182
yo0.30037313432835816
hr0.2704280155642024
ca0.2690058479532163
pl0.251497005988024
fi0.2299794661190965
cs0.21875
ro0.1935483870967742
sl0.17218543046357618
de0.1648106904231626
fr0.1648106904231626
sk0.1610738255033557
be0.15730337078651685
tr0.15730337078651685
az0.14383561643835618
et0.14383561643835618
is0.14383561643835618
lt0.14383561643835618
lv0.14383561643835618
uk0.14383561643835618
vi0.14383561643835618
reliabletrue
passestrue
13
name"Melanie"
dialogue"Warte! Bitte! Was soll ich tun? Es kommt zurück, ich weiß es!"
detectedLang"de"
heavyLang"de"
scores
de0.8270295202952029
nl0.438622754491018
no0.43095599393019723
da0.4248466257668711
es0.39418416801292405
et0.37395659432387307
pl0.3676222596964587
yo0.34782608695652173
hu0.33035714285714285
it0.3206521739130435
ms0.30683918669131244
en0.2857142857142857
ca0.2816091954022989
sv0.2647058823529412
sk0.24849699398797598
lv0.24242424242424243
ro0.22360248447204967
fi0.2203742203742204
eu0.21218487394957983
pt0.19871794871794873
lt0.19527896995708155
fr0.1515837104072398
sq0.1515837104072398
tl0.1515837104072398
reliabletrue
passestrue
14
name"Hunter"
dialogue"Just— stay here. I'll figure out how to... I'll be back."
detectedLang"en"
heavyLang"en"
scores
en0.8171542553191489
tl0.5115452930728241
yo0.4731800766283525
lt0.439918533604888
no0.39293598233995586
sq0.39159292035398224
da0.3861607142857143
ca0.358974358974359
fr0.3483412322274882
ro0.3483412322274882
pl0.32926829268292684
sk0.32432432432432434
cs0.3226600985221675
lv0.30730478589420657
sl0.3055555555555556
hu0.298469387755102
hr0.2966751918158568
et0.27055702917771884
sv0.27055702917771884
de0.2005813953488372
es0.2005813953488372
it0.2005813953488372
pt0.2005813953488372
reliabletrue
passestrue
15
name"Melanie"
dialogue"Bitte kommen Sie zurück... bitte..."
detectedLang"de"
heavyLang"de"
scores
de0.8407643312101911
da0.6492985971943889
no0.6399176954732511
et0.5614035087719298
sv0.5580808080808082
nl0.5014245014245015
pl0.3902439024390244
fi0.37722419928825623
hu0.3217054263565891
it0.3
reliabletrue
passestrue