NC Bench
Overview
About
Tests
Models
Model
Z.AI GLM 4.6
Test
Language Writing
Scenario
Character dialogue (German) in a story
Run ID
2026-02-08-01KGYX9YZ5VDCQ88NY86K4S3JW
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
Messages
Meta
AI
**Scene:** The Apple Core Cafe in Alborn, MN. Afternoon light streams through the window, catching the dust motes in the air. Melanie sits alone at a small wooden table, a half-eaten piece of apple pie next to a cold coffee. She is staring intently at the digital screen on her camera, replaying an image, her brow furrowed. Hunter, in a simple jacket and jeans, enters the cafe, his eyes scanning the room before landing on her. *** **VOICE SHEET** **Hunter:** "Excuse me. Melanie?" **Melanie:** [Looks up, startled. She clutches her camera to her chest.] "Ja?" **Hunter:** "I'm Detective Hunter. Alborn Police Department. Mind if I sit for a minute?" **Melanie:** [She gives a small, hesitant nod, her eyes wary.] "...Ja." **Hunter:** "Good. Thank you." [He sits. He gestures to her camera.] "I see you're a photographer. I was told a young woman with a camera was out near the old cider mill yesterday evening. That was you, wasn't it?" **Melanie:** [Her face pales. She looks down at the camera in her hands, her knuckles white.] "Ich... ich habe nichts getan." (I... I didn't do anything.) **Hunter:** "I'm sorry? What was that? Ma'am, I don't understand you. Are you speaking German?" **Melanie:** [Her voice is shaky, and she speaks faster, her distress growing.] "Es war schrecklich. Ich habe es gesehen. Durch den Sucher... ich habe ihn gesehen." (It was terrible. I saw it. Through the viewfinder... I saw him.) **Hunter:** "Whoa, slow down. I don't speak German. At all. Do you speak any English? Just a little?" **Melanie:** [Tears well in her eyes. She shakes her head frantically.] "Nein! Bitte, Sie müssen verstehen!" (No! Please, you have to understand!) [She holds up the camera.] "Die Fotos! Sie zeigen alles!" (The photos! They show everything!) **Hunter:** [He holds up his hands, trying to calm her. He points at the camera, then at his own eyes.] "The photos? You saw something... in the photos? Something bad?" **Melanie:** [Nodding vigorously, relief washing over her face that he might be understanding.] "Ja! Ja! Ein Mann! Er hat... er hat sie mitgenommen!" (Yes! Yes! A man! He... he took her away!) **Hunter:** "A man? You saw a man?" [He mimes pulling someone away.] "Took someone? Is that what you're saying?" **Melanie:** [She nods again, her expression horrified. She whispers.] "Er war... er war nicht menschlich." (He was... he wasn't human.) **Hunter:** "Not human? What does that...?" [His phone buzzes insistently in his pocket. He grimaces, pulling it out. He looks at the screen and his expression hardens.] "Hold on... Hunter." [He listens for a moment, his eyes closing briefly.] "Damn it. Where? The old grain silo? I'm on my way." [He hangs up and shoves the phone back in his pocket.] **Hunter:** [He looks back at Melanie, frustrated.] "Look, I have to go. This is important." [He pulls a business card from his wallet and slides it across the table to her. He points to it, then to her.] "You stay here. Don't go anywhere." [He points to himself, then to the door, and then back to her, trying to convey 'I'll be back'.] "I'll find someone who can translate. We need to talk about those photos. Okay?" **Melanie:** [She stares at the card, then at him, a single tear tracing a path down her cheek. She looks utterly lost.] "Was... was soll ich jetzt tun?" (What... what am I supposed to do now?) **Hunter:** [He gives her a final, determined look, before turning and hurrying out of the cafe, the bell above the door jingling sharply in his wake. Melanie is left alone, staring at the business card and the terrible secrets trapped in her camera.]
created_at
"2026-02-08T15:19:29.564192+00:00"
Sunday, February 8th, 2026 at 3:19:29 PM GMT+00:00
model
"z-ai/glm-4.6"
app_id
182717
external_user
(null)
streamed
true
cancelled
false
latency
353
moderation_latency
(null)
generation_time
75027
tokens_prompt
261
tokens_completion
2649
native_tokens_prompt
268
native_tokens_completion
2661
native_tokens_completion_images
(null)
native_tokens_reasoning
1833
native_tokens_cached
256
num_media_prompt
(null)
num_input_audio_prompt
(null)
num_media_completion
0
num_search_results
(null)
origin
"https://ncbench.com/"
is_byok
false
finish_reason
"stop"
native_finish_reason
"stop"
usage
0.0046557799998208
router
(null)
provider_responses
0
id
"chatcmpl-RDSyfxNHHOlk2AzWbn4BlIF1"
status
200
is_byok
false
latency
59
endpoint_id
"c8607edc-8577-4199-b03d-1213da4743dc"
provider_name
"DeepInfra"
model_permaslug
"z-ai/glm-4.6"
api_type
"completions"
id
"gen-1770563894-hxbhVsYNIxOCsSkIPxJQ"
upstream_id
"chatcmpl-RDSyfxNHHOlk2AzWbn4BlIF1"
total_cost
0.0046557799998208
cache_discount
0.0000896000001792
upstream_inference_cost
0
provider_name
"DeepInfra"
Evaluation details
Result
Evaluator
Details
Meta Data
70.5882%
Parse dialogue
n/a
dialogue
0
name
"Hunter"
dialogue
"Excuse me. Melanie?"
languages
deu
1
eng
0.7168949771689498
1
name
"Melanie"
dialogue
"Ja?"
languages
eng
1
deu
1
2
name
"Hunter"
dialogue
"I'm Detective Hunter. Alborn Police Department. Mind if I sit for a minute?"
languages
eng
1
deu
0.8182989690721649
passes
true
3
name
"Melanie"
dialogue
"...Ja."
languages
eng
1
deu
1
4
name
"Hunter"
dialogue
"I see you're a photographer. I was told a young woman with a camera was out near the old cider mill yesterday evening. That was you, wasn't it?"
languages
eng
1
deu
0.8222904170735109
passes
true
5
name
"Melanie"
dialogue
"Ich... ich habe nichts getan."
languages
deu
1
eng
0.8701015965166908
passes
true
6
name
"Hunter"
dialogue
"I'm sorry? What was that? Ma'am, I don't understand you. Are you speaking German?"
languages
eng
1
deu
0.9665513264129181
7
name
"Melanie"
dialogue
"Es war schrecklich. Ich habe es gesehen. Durch den Sucher... ich habe ihn gesehen."
languages
deu
1
eng
0.7022003553368867
passes
true
8
name
"Hunter"
dialogue
"Whoa, slow down. I don't speak German. At all. Do you speak any English? Just a little?"
languages
eng
1
deu
0.8300099700897308
passes
true
9
name
"Melanie"
dialogue
"Die Fotos! Sie zeigen alles!"
languages
deu
1
eng
0.5777273872511968
passes
true
10
name
"Hunter"
dialogue
"The photos? You saw something... in the photos? Something bad?"
languages
eng
1
deu
0.8475538160469667
passes
true
11
name
"Melanie"
dialogue
"Ja! Ja! Ein Mann! Er hat... er hat sie mitgenommen!"
languages
deu
1
eng
0.6980327091727898
passes
true
12
name
"Hunter"
dialogue
"Took someone? Is that what you're saying?"
languages
eng
1
deu
0.6616269165247018
passes
true
13
name
"Melanie"
dialogue
"Er war... er war nicht menschlich."
languages
deu
1
eng
0.6354650292047327
passes
true
14
name
"Hunter"
dialogue
"Damn it. Where? The old grain silo? I'm on my way."
languages
eng
1
deu
0.892226148409894
passes
true
15
name
"Hunter"
dialogue
"I'll find someone who can translate. We need to talk about those photos. Okay?"
languages
eng
1
deu
0.4592479156031989
passes
true
16
name
"Melanie"
dialogue
"Was... was soll ich jetzt tun?"
languages
deu
1
eng
0.958052214725726