Run: 2026-02-08-01KGYZYNCKJHVNWHJ4TVSMJ0PQ

Run Details

Model:
Z.AI GLM 4.7 Flash
Test:
Language Writing
Scenario:
Character dialogue (German) in a story
Duration:
1m 1s
Cost:
$0.001009
Provider:
DeepInfra

Evaluation summary

Score Evaluator
Details Link
87.50% 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: "Excuse me. I noticed you photographing the woods near the old mill. Have you seen anything unusual? People have been disappearing in that area." Hunter: "Something strange. Can you help us? We need to find out what happened to the last missing person." Melanie: (Clutching her camera tight, shaking her head violently) "Nein. Der Wald ist tot." (No. The forest is dead.) Hunter: "Dead? What do you mean by dead?" Melanie: (Voice trembling, looking terrified) "Jemand war da. Ein Mann. Er wartet. Drinnen." (Someone was there. A man. He waits. Inside.) Hunter: (Frowning deeply, scratching his head, looking around nervously) "Wait inside? But we swept the mill this morning. There's no one there. What kind of game are you playing with me?" Melanie: (Turning pale, whispering) "Er wacht auf." (He wakes up.) Hunter: (Confused and frustrated, pulling out his phone as it buzzes) "This makes no sense. I have to take this call."
created_at"2026-02-08T16:05:31.259334+00:00" 2/8/2026, 4:05:31 PM
model"z-ai/glm-4.7-flash-20260119"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency176
moderation_latency(null)
generation_time61012
tokens_prompt261
tokens_completion2455
native_tokens_prompt267
native_tokens_completion2490
native_tokens_completion_images(null)
native_tokens_reasoning2387
native_tokens_cached64
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"
usage0.0010088200000128
router(null)
provider_responses
0
id"chatcmpl-RqeIq43UlSlD0H9VYmIzvzPj"
status200
is_byokfalse
latency55
endpoint_id"6efb5994-8fcb-4300-9c64-ba393193f5f6"
provider_name"DeepInfra"
model_permaslug"z-ai/glm-4.7-flash-20260119"
api_type"completions"
id"gen-1770566669-Hk3plJ6AbxftO26V8i9Z"
upstream_id"chatcmpl-RqeIq43UlSlD0H9VYmIzvzPj"
total_cost0.0010088200000128
cache_discount0.0000031999999872
upstream_inference_cost0
provider_name"DeepInfra"

Evaluation details

Result Evaluator Details Meta Data
87.50% Parse dialogue n/a
dialogue
0
name"Melanie"
dialogue"Excuse me. I noticed you photographing the woods near the old mill. Have you seen anything unusual? People have been disappearing in that area."
detectedLang"en"
heavyLang"en"
scores
en0.7984363547520157
tl0.572538860103627
fr0.42985487214927437
it0.4194229415904293
ms0.4136460554371002
nl0.3986880466472303
da0.3702290076335878
sq0.35797665369649806
no0.35344827586206895
sv0.3462757527733756
yo0.25474254742547425
es0.24519670631290025
et0.2417279411764706
sl0.22680412371134018
pt0.22462406015037595
ro0.2194891201513718
de0.2172675521821632
pl0.20289855072463767
cs0.18154761904761904
lv0.1807348560079444
az0.15123456790123457
sk0.15036045314109164
hr0.1441908713692946
ca0.14330218068535827
hi0.08536585365853659
fi0.08333333333333334
be0.0782122905027933
tr0.0782122905027933
hu0.07511210762331838
is0.07094594594594594
lt0.07094594594594594
uk0.07094594594594594
vi0.07094594594594594
reliabletrue
passesfalse
1
name"Hunter"
dialogue"Something strange. Can you help us? We need to find out what happened to the last missing person."
detectedLang"en"
heavyLang"en"
scores
en0.827238698531529
tl0.648506151142355
da0.5604395604395604
nl0.5412844036697247
no0.51417004048583
de0.4444444444444444
ms0.41002949852507375
sv0.4076999012833169
et0.3993993993993994
fr0.3902439024390244
pl0.38461538461538464
pt0.3723849372384937
is0.3704092339979014
cs0.36908517350157727
ca0.3435448577680525
sq0.3220338983050847
sk0.3174061433447099
lv0.3079584775086505
hr0.3055555555555556
az0.3023255813953488
yo0.2890995260663507
lt0.28825622775800713
es0.286563614744352
it0.2822966507177033
sl0.2583436341161928
tr0.25280199252801994
ro0.20948616600790515
fi0.11504424778761062
hu0.09502262443438914
reliabletrue
passestrue
2
name"Melanie"
dialogue"Nein. Der Wald ist tot."
detectedLang"de"
heavyLang"de"
scores
de0.7751798561151079
nl0.6458923512747876
da0.5614035087719298
ca0.503968253968254
no0.4939271255060729
ro0.4747899159663866
hi0.4588744588744588
tr0.4292237442922375
reliabletrue
passestrue
3
name"Hunter"
dialogue"Dead? What do you mean by dead?"
detectedLang"en"
heavyLang"en"
scores
en0.8327759197324415
cs0.6951219512195121
sk0.6411483253588517
pl0.635036496350365
pt0.5098039215686274
hr0.4444444444444444
sl0.4444444444444444
sq0.43820224719101125
vi0.42528735632183906
da0.3644067796610169
tl0.34210526315789475
yo0.34210526315789475
reliabletrue
passestrue
4
name"Melanie"
dialogue"Jemand war da. Ein Mann. Er wartet. Drinnen."
detectedLang"de"
heavyLang"de"
scores
de0.8091603053435115
no0.7193877551020408
nl0.6212121212121212
da0.6137640449438203
is0.5476973684210527
en0.5062836624775583
ms0.3764172335600907
pl0.3764172335600907
yo0.3721461187214612
ro0.3405275779376499
pt0.314214463840399
eu0.31077694235588976
sl0.30904522613065327
hr0.3002544529262086
it0.2819843342036553
az0.27821522309711283
fi0.27821522309711283
sv0.27821522309711283
tr0.26861702127659576
sq0.21875
fr0.21428571428571427
es0.1863905325443787
tl0.1863905325443787
vi0.1863905325443787
reliabletrue
passestrue
5
name"Hunter"
dialogue"Wait inside? But we swept the mill this morning. There's no one there. What kind of game are you playing with me?"
detectedLang"en"
heavyLang"en"
scores
en0.8215701823949246
tl0.643611404435058
nl0.47593167701863354
no0.460431654676259
de0.3807339449541285
es0.36380772855796417
fr0.3270189431704885
ms0.3154158215010142
sq0.3105209397344229
pt0.3055555555555556
da0.2983367983367983
pl0.28191489361702127
it0.2710583153347732
yo0.24581005586592178
ro0.24496644295302009
sv0.2407199100112486
ca0.23382519863791143
is0.2276887871853547
hr0.21784472769409038
et0.21236872812135354
sl0.2049469964664311
lv0.16253101736972705
sk0.11879895561357702
tr0.11533420707732633
cs0.10358565737051792
fi0.09999999999999999
reliabletrue
passestrue
6
name"Melanie"
dialogue"Er wacht auf."
detectedLang"de"
heavyLang"de"
scores
de0.8520710059171598
nl0.8065764023210832
da0.6309963099630996
is0.6254681647940075
no0.6226415094339622
reliabletrue
passestrue
7
name"Hunter"
dialogue"This makes no sense. I have to take this call."
detectedLang"en"
heavyLang"en"
scores
en0.8280175109443402
tl0.6824480369515012
ca0.6352785145888594
da0.6258503401360545
hr0.6115819209039548
no0.6048850574712644
pl0.5961820851688693
it0.5592948717948718
lv0.5346869712351946
pt0.5217391304347826
sk0.5175438596491229
es0.5141342756183745
sl0.5009074410163339
cs0.461839530332681
yo0.44889779559118237
nl0.40860215053763443
fr0.3778280542986425
lt0.3778280542986425
ro0.367816091954023
tr0.3648960739030023
sv0.3341404358353511
sq0.3276283618581907
be0.20289855072463767
de0.20289855072463767
ms0.20289855072463767
hu0.19590643274853803
az0.1863905325443787
et0.1863905325443787
is0.1863905325443787
uk0.1863905325443787
vi0.1863905325443787
reliabletrue
passestrue