Model

Z.AI GLM 5

Test

Language Writing

Scenario

Character dialogue (German) in a story

Run ID

2026-02-11-01KH7H5KWEBVGJMWSY3KGPSRXY

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 --- **Melanie:** *murmuring to herself in German, staring at her camera display* "Was war das? Das kann nicht echt sein..." **Hunter:** *approaching her table* "Excuse me, miss? I'm Detective Hunter with the Alborn Police Department. I'd like to ask you a few questions, if you don't mind." **Melanie:** *looking up, startled* "Oh... Entschuldigung, ich verstehe nicht—" **Hunter:** *holding up a badge* "I'm investigating the recent disappearances. I was told you might have been near Willow Creek Trail yesterday evening around sunset?" **Melanie:** *face paling, voice trembling* "Ja, ich war dort. Fotos machen... landscape photography." *gestures to camera* "Aber was ich gesehen habe—" *shaking her head* "Es war schrecklich. Ich habe jemanden gesehen im Wald. Jemanden, der nicht... nicht normal war." **Hunter:** *furrowing his brow* "Ma'am, I'm sorry, but I don't speak German. Do you speak any English at all?" **Melanie:** *frustrated, tears forming* "Nein, nein... Ich spreke no English. Es tut mir leid!" *pointing frantically at her camera* "Hier, auf dem Foto—sehen Sie?" **Hunter:** *leaning forward to look* "What's on the photo? Can you show me?" **Melanie:** *turning the camera toward him, hands shaking* "Da! Im Hintergrund! Ein Mann... aber er war verschwunden, als ich wieder hingesehen habe. Einfach verschwunden!" **Hunter:** *squinting at the image* "I see the trees, and this trail here... wait, is that a figure back there in the shadows?" **Melanie:** *nodding vigorously* "Ja! Ja! Der Mann! Ich habe ihn gesehen, und dann—" *snapping fingers* "weg. Gone. disappear." **Hunter:** "You saw a man disappear? Just like that?" **Melanie:** *crossing herself, voice dropping to a whisper* "Es war nicht natürlich. Nicht natürlich. Ich habe Angst, Detective." **Hunter:** *sighing heavily* "I wish I could understand what you're trying to tell me. Is there anyone who could translate for you?" **Melanie:** *wiping at her eyes* "Mein Professor... Professor Weber. Aber er ist nicht hier. Ich weiß nicht—" *gesturing helplessly* **Hunter:** *cell phone ringing* "Hold on, that's my partner." *answering* "Hunter here. ... What? When? ... I'm on my way." **Melanie:** *watching him with anxious eyes* "Was ist passiert?" **Hunter:** *standing abruptly* "I have to go. Miss, stay in town. Don't leave Alborn. I'm going to find someone who speaks German, and we're going to finish this conversation." *handing her a card* "You call if you see anything. Anything at all." **Melanie:** *taking the card with trembling fingers* "Ich verstehe nicht alles, aber... okay. I stay." **Hunter:** *already walking away* "Thank you. Stay safe." --- *End of Voice Sheet*
created_at"2026-02-11T23:42:49.539127+00:00" Wednesday, February 11th, 2026 at 11:42:49 PM GMT+00:00
model"z-ai/glm-5-20260211" 
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency787
moderation_latency(null)
generation_time210205
tokens_prompt319
tokens_completion975
native_tokens_prompt267
native_tokens_completion895
native_tokens_completion_images(null)
native_tokens_reasoning252
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" 
usage0.003131
router(null)
provider_responses
0
id"b130a39d7a7141b39819dd91a1204922" 
status200
is_byokfalse
latency784
endpoint_id"14b8ca12-e20c-422a-b2e1-0b0f7f8048bf" 
provider_name"Parasail" 
model_permaslug"z-ai/glm-5-20260211" 
api_type"completions" 
id"gen-1770853158-jWpGRWTvfsAdRXCKaAgv" 
upstream_id"b130a39d7a7141b39819dd91a1204922" 
total_cost0.003131
cache_discount(null)
upstream_inference_cost0
provider_name"Parasail" 

Evaluation details

Result Evaluator Details Meta Data
75.0000% Parse dialogue n/a
dialogue
0
name"Melanie" 
dialogue"Was war das? Das kann nicht echt sein..." 
languages
deu1
eng0.6449678174370977
passestrue
1
name"Hunter" 
dialogue"Excuse me, miss? I'm Detective Hunter with the Alborn Police Department. I'd like to ask you a few questions, if you don't mind." 
languages
eng1
deu0.633168358359198
passestrue
2
name"Melanie" 
dialogue"Oh... Entschuldigung, ich verstehe nicht—" 
languages
deu1
eng0.6125048243921266
passestrue
3
name"Hunter" 
dialogue"I'm investigating the recent disappearances. I was told you might have been near Willow Creek Trail yesterday evening around sunset?" 
languages
eng1
deu0.7645268943855517
passestrue
4
name"Melanie" 
dialogue"Es war schrecklich. Ich habe jemanden gesehen im Wald. Jemanden, der nicht... nicht normal war." 
languages
deu1
eng0.7016487994483105
passestrue
5
name"Hunter" 
dialogue"Ma'am, I'm sorry, but I don't speak German. Do you speak any English at all?" 
languages
eng1
deu0.8886667691834538
passestrue
6
name"Melanie" 
dialogue"Hier, auf dem Foto—sehen Sie?" 
languages
deu1
eng0.4539295392953929
passestrue
7
name"Hunter" 
dialogue"What's on the photo? Can you show me?" 
languages
eng1
deu0.4379103625463888
passestrue
8
name"Melanie" 
dialogue"Da! Im Hintergrund! Ein Mann... aber er war verschwunden, als ich wieder hingesehen habe. Einfach verschwunden!" 
languages
deu1
eng0.7235005658242173
passestrue
9
name"Hunter" 
dialogue"I see the trees, and this trail here... wait, is that a figure back there in the shadows?" 
languages
eng1
deu0.7497956453890169
passestrue
10
name"Melanie" 
dialogue"weg. Gone. disappear." 
languages
deu1
eng0.9789293849658315
11
name"Hunter" 
dialogue"You saw a man disappear? Just like that?" 
languages
eng1
deu0.7981366459627329
passestrue
12
name"Melanie" 
dialogue"Es war nicht natürlich. Nicht natürlich. Ich habe Angst, Detective." 
languages
deu1
eng0.949145924841386
13
name"Hunter" 
dialogue"I wish I could understand what you're trying to tell me. Is there anyone who could translate for you?" 
languages
eng1
deu0.6984855438274438
passestrue
14
name"Melanie" 
dialogue"Mein Professor... Professor Weber. Aber er ist nicht hier. Ich weiß nicht—" 
languages
deu1
eng0.902993902993903
passestrue
15
name"Hunter" 
dialogue"Hunter here. ... What? When? ... I'm on my way." 
languages
deu1
eng0.8844754837770988
16
name"Melanie" 
dialogue"Was ist passiert?" 
languages
deu1
eng0.9269988412514485
17
name"Hunter" 
dialogue"You call if you see anything. Anything at all." 
languages
eng1
deu0.8946870352845748
passestrue
18
name"Melanie" 
dialogue"Ich verstehe nicht alles, aber... okay. I stay." 
languages
deu1
eng0.777645305514158
passestrue
19
name"Hunter" 
dialogue"Thank you. Stay safe." 
languages
eng1
deu0.9328028293545535