Model

Z.AI GLM 5

Test

Language Writing

Scenario

Character dialogue (German) in a story

Run ID

2026-02-11-01KH7H8M690N2XR9H43QK2R1EE

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 **Setting:** *The Apple Seed Cafe, Alborn, MN. Late afternoon light streams through the window. Melanie sits alone at a corner table, her camera cradled in her hands, scrolling through photos. Her coffee has gone cold.* --- Hunter: "Excuse me, miss? I'm Detective Hunter with the Alborn Police Department. Mind if I ask you a few questions?" Melanie: *She looks up, eyes widening slightly.* "Entschuldigung... ich verstehe nicht." *She shakes her head, gesturing helplessly.* Hunter: *He frowns, pulling out a chair and sitting across from her.* "I'm investigating the disappearances. Three people have gone missing in the past month. I heard you were at the orchard yesterday, near the old mill." Melanie: *Her face drains of color. She grips the camera tighter.* "Ich... ich habe etwas gesehen. Da im Wald. Ein Schatten. Ich weiß nicht—" *Her voice trembles.* "Es war falsch. Alles war so still." Hunter: *He exhales sharply, frustrated.* "I don't— look, I don't speak German. Do you understand anything I'm saying?" *He speaks slower, enunciating.* "Missing. People. Gone." Melanie: *She nods quickly, recognizing his intent if not his words. She points to her camera, then to the window, mimicking taking a photo.* "Fotos. Ich habe Fotos gemacht." *She turns the camera toward him, scrolling frantically until she finds a blurry image of treeline near dusk— and a dark figure barely visible at the edge of the frame.* "Da. Sehen Sie?" Hunter: *He leans forward, squinting at the screen.* "What the hell is that?" *He looks up at her sharply.* "Where did you take this? The orchard? The mill?" *He points to the photo, then to the window, trying to communicate.* Melanie: *She nods vigorously, pointing toward the north side of town. "Ja, ja! Norden. Bei der alten Mühle. Ich war so Angst—" *She presses a hand to her chest, her breathing shallow.* "Ich habe gerannt. Nur gerannt." Hunter: "Okay, okay— you were scared. I can see that." *He pulls out a small notepad, scribbling something down.* "I need to see these photos. All of them. Can you— can you come to the station? Tomorrow morning?" Melanie: *She hesitates, biting her lip.* "Ich... ich weiß nicht. Polizeistation?" *She makes a uncertain face, clearly catching only bits of meaning.* Hunter: *He sighs heavily.* "This would be a lot easier if—" *His phone buzzes loudly in his pocket. He holds up a finger, answering.* "Hunter. ...What? When?" *He stands abruptly, his expression darkening.* "I'm on my way." Melanie: *She watches him rise, clutching her camera to her chest.* "Was ist passiert?" Hunter: *He looks down at her, his jaw tight.* "I have to go. Stay in town. Don't leave Alborn." *He holds her gaze for a moment, then turns and strides toward the door, already speaking rapidly into his phone.* *The cafe door swings shut behind him. Melanie sits alone, staring at the photograph on her camera screen— the dark figure among the trees— her hands trembling slightly as the afternoon light fades.* --- **[END SCENE]**
created_at"2026-02-11T23:41:28.010678+00:00" Wednesday, February 11th, 2026 at 11:41:28 PM GMT+00:00
model"z-ai/glm-5-20260211" 
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency906
moderation_latency(null)
generation_time30073
tokens_prompt319
tokens_completion978
native_tokens_prompt267
native_tokens_completion892
native_tokens_completion_images(null)
native_tokens_reasoning180
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" 
usage0.0031214
router(null)
provider_responses
0
id"af5f82dd438163cb09e0f63f962d5d33" 
status200
is_byokfalse
latency906
endpoint_id"898a8e6d-04a4-48c0-8457-36690a68782b" 
provider_name"Novita" 
model_permaslug"z-ai/glm-5-20260211" 
api_type"completions" 
id"gen-1770853257-CMmnqRgsxrjMj45e4ChE" 
upstream_id"af5f82dd438163cb09e0f63f962d5d33" 
total_cost0.0031214
cache_discount(null)
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 with the Alborn Police Department. Mind if I ask you a few questions?" 
languages
eng1
deu0.644655477031802
passestrue
1
name"Melanie" 
dialogue"Entschuldigung... ich verstehe nicht." 
languages
deu1
eng0.6299688587653416
passestrue
2
name"Hunter" 
dialogue"I'm investigating the disappearances. Three people have gone missing in the past month. I heard you were at the orchard yesterday, near the old mill." 
languages
eng1
deu0.8018773466833542
passestrue
3
name"Melanie" 
dialogue"Es war falsch. Alles war so still." 
languages
deu1
eng0.8177023618436139
passestrue
4
name"Hunter" 
dialogue"Missing. People. Gone." 
languages
eng1
deu0.7384481255448998
passestrue
5
name"Melanie" 
dialogue"Da. Sehen Sie?" 
languages
deu1
eng0.35284747112704107
passestrue
6
name"Hunter" 
dialogue"Where did you take this? The orchard? The mill?" 
languages
eng1
deu0.5453011641639953
passestrue
7
name"Melanie" 
dialogue"Ich habe gerannt. Nur gerannt." 
languages
deu1
eng0.8490301472306614
passestrue
8
name"Hunter" 
dialogue"I need to see these photos. All of them. Can you— can you come to the station? Tomorrow morning?" 
languages
eng1
deu0.6150867525504505
passestrue
9
name"Melanie" 
dialogue"Ich... ich weiß nicht. Polizeistation?" 
languages
deu1
eng0.9160351017151974
passestrue
10
name"Hunter" 
dialogue"I'm on my way." 
languages
eng1
deu0.5396419437340154
passestrue
11
name"Melanie" 
dialogue"Was ist passiert?" 
languages
deu1
eng0.9269988412514485
12
name"Hunter" 
dialogue"I have to go. Stay in town. Don't leave Alborn." 
languages
eng1
deu0.7952286282306162
passestrue