Model

Z.AI GLM 5

Test

Language Writing

Scenario

Character dialogue (German) in a story

Run ID

2026-02-11-01KH7H28BYFP2QSAW92TRAC4DV

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
# Voice Sheet — Cafe Encounter **Scene:** Melanie sits alone at a corner table in the small town cafe, her camera cradled in her hands. She stares at the screen, her face pale. Hunter approaches, his badge clipped to his belt. --- Melanie: *murmuring to herself in German* "Das kann nicht wahr sein... das Gesicht... ich habe es gesehen..." Hunter: "Excuse me, ma'am. Detective Hunter, Alborn PD. Mind if I ask you a few questions?" Melanie: *looks up, startled* "Was? Ich... ich verstehe nicht." Hunter: *pauses, brow furrowing* "I'm investigating the disappearances. Three people gone in two weeks. I heard you were at the orchard yesterday afternoon." Melanie: *voice trembling* "Ich... ich war dort. Fotos machen. Aber dann..." *she gestures shakily to her camera* "Ich habe etwas gesehen. Etwas Schreckliches." Hunter: *frustrated, rubbing his jaw* "I don't— look, do you speak any English? At all?" Melanie: *shaking her head, eyes watering* "Nein. Es tut mir leid. Ich verstehe wirklich nichts." Hunter: *sighs heavily* "Alright. Okay." *pulls out a notepad, sketches a rough stick figure walking away* "Did you see... someone leave? Walking away?" Melanie: *stares at the drawing, then shakes her head vigorously* "Nein. Nicht gehen." *she points urgently at her camera, then at her own eyes, then makes a gesture of someone being grabbed* "Gepackt. Verschleppt." Hunter: *watches her gestures intently* "Grabbed? Someone was... taken?" Melanie: *desperate, nodding frantically* "Ja! Ja! Taken! Man in... in schwarz. Black coat. Black..." *she gestures to her head, struggling* "Hut? Hat?" Hunter: "A hat. Black coat, black hat." *writes rapidly in his notepad* "Did you get a photo? Of him?" Melanie: *hesitates, then turns her camera toward him, scrolling through shots. She stops on a blurred image of a dark figure near the orchard treeline. Her hands tremble* "Hier. Das ist er. Aber..." *touches her temple* "Er hat mich gesehen. Er wusste, dass ich hier bin." Hunter: *studies the photo, jaw tightening* "This could be useful. You're saying he saw you? He knows you were there?" Melanie: *wrapping her arms around herself* "Ja. Er... er hat gelächelt. Ein kaltes Lächeln." *she shudders* "Ich habe Angst." Hunter: *his phone rings sharply. He holds up a finger, answering* "Hunter." *pause, his expression darkens* "When? ... I'll be there in ten." *hangs up* Hunter: "Ma'am, I have to go. Don't leave town. Stay somewhere public, you understand? Public." *gestures around the cafe* "Hier bleiben." Melanie: *nervous but nodding* "Ich verstehe. Public. Ja." Hunter: *grabbing his coat* "I'll find someone who speaks German. We'll talk properly. Stay safe." *Hunter exits quickly, leaving Melanie alone with her camera, her face still pale.* --- **End of Voice Sheet**
created_at"2026-02-11T23:38:01.941661+00:00" Wednesday, February 11th, 2026 at 11:38:01 PM GMT+00:00
model"z-ai/glm-5-20260211" 
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency384
moderation_latency(null)
generation_time32736
tokens_prompt319
tokens_completion919
native_tokens_prompt267
native_tokens_completion883
native_tokens_completion_images(null)
native_tokens_reasoning178
native_tokens_cached0
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" 
usage0.0030926
router(null)
provider_responses
0
id"09efde7af2f74954a6a7e93dc86fab12" 
status200
is_byokfalse
latency384
endpoint_id"a3983e50-dec5-4453-80f6-8ab726493ca4" 
provider_name"Friendli" 
model_permaslug"z-ai/glm-5-20260211" 
api_type"completions" 
id"gen-1770853048-Jk2Pqi5f6igIP5aZgMPY" 
upstream_id"09efde7af2f74954a6a7e93dc86fab12" 
total_cost0.0030926
cache_discount(null)
upstream_inference_cost0
provider_name"Friendli" 

Evaluation details

Result Evaluator Details Meta Data
94.7368% Parse dialogue n/a
dialogue
0
name"Melanie" 
dialogue"Das kann nicht wahr sein... das Gesicht... ich habe es gesehen..." 
languages
deu1
eng0.6638676631119321
passestrue
1
name"Hunter" 
dialogue"Excuse me, ma'am. Detective Hunter, Alborn PD. Mind if I ask you a few questions?" 
languages
eng1
deu0.6996935648621042
passestrue
2
name"Melanie" 
dialogue"Was? Ich... ich verstehe nicht." 
languages
deu1
eng0.8014537107880643
passestrue
3
name"Hunter" 
dialogue"I'm investigating the disappearances. Three people gone in two weeks. I heard you were at the orchard yesterday afternoon." 
languages
eng1
deu0.780413725168281
passestrue
4
name"Melanie" 
dialogue"Ich habe etwas gesehen. Etwas Schreckliches." 
languages
deu1
eng0.5702396326589181
passestrue
5
name"Hunter" 
dialogue"I don't— look, do you speak any English? At all?" 
languages
eng1
deu0.7107909758086437
passestrue
6
name"Melanie" 
dialogue"Nein. Es tut mir leid. Ich verstehe wirklich nichts." 
languages
deu1
eng0.8378030859662013
passestrue
7
name"Hunter" 
dialogue"Did you see... someone leave? Walking away?" 
languages
eng1
deu0.8569359976831741
passestrue
8
name"Melanie" 
dialogue"Gepackt. Verschleppt." 
languages
deu1
eng0.5177270519669743
passestrue
9
name"Hunter" 
dialogue"Grabbed? Someone was... taken?" 
languages
eng1
deu0.8646710321172435
passestrue
10
name"Melanie" 
dialogue"Hut? Hat?" 
languages
deu1
eng0.6547868623340322
passestrue
11
name"Hunter" 
dialogue"Did you get a photo? Of him?" 
languages
eng1
deu0.5625501202886929
passestrue
12
name"Melanie" 
dialogue"Er hat mich gesehen. Er wusste, dass ich hier bin." 
languages
deu1
eng0.5477247502774695
passestrue
13
name"Hunter" 
dialogue"This could be useful. You're saying he saw you? He knows you were there?" 
languages
eng1
deu0.7708111560570576
passestrue
14
name"Melanie" 
dialogue"Ich habe Angst." 
languages
deu1
eng0.8804515135967163
passestrue
15
name"Hunter" 
dialogue"When? ... I'll be there in ten." 
languages
eng1
deu0.7496436208125445
passestrue
16
name"Hunter" 
dialogue"Hier bleiben." 
languages
deu1
eng0.6515601783060921
17
name"Melanie" 
dialogue"Ich verstehe. Public. Ja." 
languages
deu1
eng0.8207171314741035
passestrue
18
name"Hunter" 
dialogue"I'll find someone who speaks German. We'll talk properly. Stay safe." 
languages
eng1
deu0.8204248015447329
passestrue