Model

Z.AI GLM 4.7

Test

Language Writing

Scenario

Character dialogue (German) in a story

Run ID

2026-02-08-01KGZ05HQ5Q9TQJR17BWYRW5C8

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: "..." Hunter: "Excuse me, miss? I'm Detective Hunter. I'm sorry to interrupt your coffee, but I'm going around asking locals about the disturbance near the apple orchards yesterday evening. Did you happen to be in that area with your camera?" Melanie: "..." Hunter: "I'm looking for anyone who might have seen something unusual. A vehicle, maybe a stranger hanging around the festival grounds. Did you see anyone?" Melanie: "..." Hunter: "Whoa, okay, take it easy. I can't understand a word you're saying. Are you in trouble? You look pretty shaken up." Melanie: "..." Hunter: "Yeah, no, I'm sorry. I don't speak German. I have no idea what 'nein' means in this context, but you seem terrified. Is this about the missing people?" Melanie: "..." Hunter: "Slow down. You're pointing at the camera. Did you take a picture? Is that it? You saw something through the lens?" Melanie: "..." Hunter: "Ma'am, I really wish I had a translator right now. You’re clearly upset, but I can't help if I don't know what you're saying. Just... stay here for a second, alright?" Melanie: "..." Hunter: "(Checks vibrating phone) Hold that thought. I have to take this." Melanie: "..." Hunter: "(Into phone) Hunter here. ... You found what? ... A jacket near the tracks? ... I'm on my way. Don't touch anything." Hunter: "Look, I have to go. Don't leave town, okay? We'll figure this language barrier out later."
created_at"2026-02-08T16:08:59.668472+00:00" Sunday, February 8th, 2026 at 4:08:59 PM GMT+00:00
model"z-ai/glm-4.7-20251222" 
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency2638
moderation_latency(null)
generation_time43321
tokens_prompt261
tokens_completion2334
native_tokens_prompt267
native_tokens_completion2366
native_tokens_completion_images(null)
native_tokens_reasoning2012
native_tokens_cached2
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" 
usage0.00536442
router(null)
provider_responses
0
id"20260209000815b03856d1ef444e1d" 
status200
is_byokfalse
latency2638
endpoint_id"be4acbf5-9fcf-4332-a01d-76dfeb6d7b99" 
provider_name"Z.AI" 
model_permaslug"z-ai/glm-4.7-20251222" 
api_type"completions" 
id"gen-1770566895-oe6DT8yr4qcCviQtKNKa" 
upstream_id"20260209000815b03856d1ef444e1d" 
total_cost0.00536442
cache_discount9.8e-7
upstream_inference_cost0
provider_name"Z.AI" 

Evaluation details

Result Evaluator Details Meta Data
100.0000% Parse dialogue n/a
dialogue
0
name"Melanie" 
dialogue"..." 
languages
und1
passes
0"und" 
11
1
name"Hunter" 
dialogue"Excuse me, miss? I'm Detective Hunter. I'm sorry to interrupt your coffee, but I'm going around asking locals about the disturbance near the apple orchards yesterday evening. Did you happen to be in that area with your camera?" 
languages
eng1
deu0.796875
passestrue
2
name"Melanie" 
dialogue"..." 
languages
und1
passes
0"und" 
11
3
name"Hunter" 
dialogue"I'm looking for anyone who might have seen something unusual. A vehicle, maybe a stranger hanging around the festival grounds. Did you see anyone?" 
languages
eng1
deu0.8302302792748653
passestrue
4
name"Melanie" 
dialogue"..." 
languages
und1
passes
0"und" 
11
5
name"Hunter" 
dialogue"Whoa, okay, take it easy. I can't understand a word you're saying. Are you in trouble? You look pretty shaken up." 
languages
eng1
deu0.8702662858195891
passestrue
6
name"Melanie" 
dialogue"..." 
languages
und1
passes
0"und" 
11
7
name"Hunter" 
dialogue"Yeah, no, I'm sorry. I don't speak German. I have no idea what 'nein' means in this context, but you seem terrified. Is this about the missing people?" 
languages
eng1
deu0.7922032474804032
passestrue
8
name"Melanie" 
dialogue"..." 
languages
und1
passes
0"und" 
11
9
name"Hunter" 
dialogue"Slow down. You're pointing at the camera. Did you take a picture? Is that it? You saw something through the lens?" 
languages
eng1
deu0.7945268167673439
passestrue
10
name"Melanie" 
dialogue"..." 
languages
und1
passes
0"und" 
11
11
name"Hunter" 
dialogue"Ma'am, I really wish I had a translator right now. You’re clearly upset, but I can't help if I don't know what you're saying. Just... stay here for a second, alright?" 
languages
eng1
deu0.7993030535703739
passestrue
12
name"Melanie" 
dialogue"..." 
languages
und1
passes
0"und" 
11
13
name"Hunter" 
dialogue"Hold that thought. I have to take this." 
languages
eng1
deu0.5324570273003033
passestrue
14
name"Melanie" 
dialogue"..." 
languages
und1
passes
0"und" 
11
15
name"Hunter" 
dialogue"Hunter here. ... You found what? ... A jacket near the tracks? ... I'm on my way. Don't touch anything." 
languages
eng1
deu0.8207734258800199
passestrue
16
name"Hunter" 
dialogue"Look, I have to go. Don't leave town, okay? We'll figure this language barrier out later." 
languages
eng1
deu0.6982434127979924
passestrue