Model

Z.AI GLM 4.5

Test

Language Writing

Scenario

Character dialogue (German) in a story

Run ID

2026-02-08-01KGYYNYAX57ESWKCHN2VB8HRN

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: (Looking through her camera, adjusting settings) Hunter: (Approaches the table) Excuse me, miss. I'm Detective Hunter. I need to ask you about something that happened near the college yesterday. Melanie: (Looks up, startled) Entschuldigung? Hunter: I said I'm Detective Hunter. I'm investigating a situation and need to ask you some questions. Melanie: (Shakes her head, looking troubled) Ich verstehe nicht. Ich spreche kein Englisch. Hunter: (Leans in, frustrated) Look, I don't have time for games. There were people missing yesterday. Did you see anything unusual? Melanie: (Eyes widen, looking shaken) Menschen verschwunden? Nein! Ich habe nichts gesehen. Ich bin nur hier, um zu fotografieren. Hunter: (Sighs, pinching the bridge of his nose) Great. Just great. Do you understand "yes" or "no"? Did you see anyone suspicious? Melanie: (Becomes more agitated, speaking faster) Nein, nein! Ich habe niemanden Verdächtigen gesehen. Ich war am See. Nur Landschaftsfotografie. Bitte, ich habe nichts getan! Hunter: (Pulls out a notebook) Okay, calm down. I just need to know... were you near the old mill yesterday? Melanie: (Trembling slightly) Die alte Mühle? Ja, ich war dort. Aber nur für Fotos. Die Vögel, die Bäume... nichts weiter. Hunter: (His phone rings, he checks it) Hold on. (Answers the phone) Hunter here... Yeah? ... When? ... I'm on my way. (Ends the call, looking at Melanie) Look, I have to go. Don't leave town. Melanie: (Confused and still shaken) Was? Warten Sie! Ich verstehe nicht! Hunter: (Already walking away) Just stay here. I'll deal with you later. ```
created_at"2026-02-08T15:42:29.314456+00:00" Sunday, February 8th, 2026 at 3:42:29 PM GMT+00:00
model"z-ai/glm-4.5" 
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency1579
moderation_latency(null)
generation_time12944
tokens_prompt261
tokens_completion407
native_tokens_prompt272
native_tokens_completion421
native_tokens_completion_images0
native_tokens_reasoning0
native_tokens_cached33
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" 
usage0.00107323
router(null)
provider_responses
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id"62e81a5d036877ff5d2a04530546db8c" 
status200
is_byokfalse
latency1579
endpoint_id"e4ada6ec-12e7-49c9-837c-398dee612403" 
provider_name"Novita" 
model_permaslug"z-ai/glm-4.5" 
api_type"completions" 
id"gen-1770565335-VBawFgVvtGnGgiPgtaVc" 
upstream_id"62e81a5d036877ff5d2a04530546db8c" 
total_cost0.00107323
cache_discount0.00001617
upstream_inference_cost0
provider_name"Novita" 

Evaluation details

Result Evaluator Details Meta Data
92.3077% Parse dialogue n/a
dialogue
0
name"Hunter" 
dialogue"Excuse me, miss. I'm Detective Hunter. I need to ask you about something that happened near the college yesterday." 
languages
eng1
deu0.7123629653750136
passestrue
1
name"Melanie" 
dialogue"Entschuldigung?" 
languages
deu1
eng0.5208333333333333
passestrue
2
name"Hunter" 
dialogue"I said I'm Detective Hunter. I'm investigating a situation and need to ask you some questions." 
languages
eng1
deu0.6730030901769828
passestrue
3
name"Melanie" 
dialogue"Ich verstehe nicht. Ich spreche kein Englisch." 
languages
deu1
eng0.6045621989232077
passestrue
4
name"Hunter" 
dialogue"Look, I don't have time for games. There were people missing yesterday. Did you see anything unusual?" 
languages
eng1
deu0.7052666740897451
passestrue
5
name"Melanie" 
dialogue"Menschen verschwunden? Nein! Ich habe nichts gesehen. Ich bin nur hier, um zu fotografieren." 
languages
deu1
eng0.630273321449792
passestrue
6
name"Hunter" 
dialogue"no" 
languages
und1
passes
0"und" 
11
7
name"Melanie" 
dialogue"Nein, nein! Ich habe niemanden Verdächtigen gesehen. Ich war am See. Nur Landschaftsfotografie. Bitte, ich habe nichts getan!" 
languages
deu1
eng0.6965890693909451
passestrue
8
name"Hunter" 
dialogue"Okay, calm down. I just need to know... were you near the old mill yesterday?" 
languages
eng1
deu0.6811446090955544
passestrue
9
name"Melanie" 
dialogue"Die alte Mühle? Ja, ich war dort. Aber nur für Fotos. Die Vögel, die Bäume... nichts weiter." 
languages
deu1
eng0.7678052689572272
passestrue
10
name"Hunter" 
dialogue"Hold on. Hunter here... Yeah? ... When? ... I'm on my way. Look, I have to go. Don't leave town." 
languages
eng1
deu0.9392471747812049
11
name"Melanie" 
dialogue"Was? Warten Sie! Ich verstehe nicht!" 
languages
deu1
eng0.6185644494550921
passestrue
12
name"Hunter" 
dialogue"Just stay here. I'll deal with you later." 
languages
eng1
deu0.6584741423451101
passestrue