Model

Z.AI GLM 5

Test

Language Writing

Scenario

Character dialogue (Hindi) in a story

Run ID

2026-02-11-01KH7H87E9ESQ47SKTKVRW4Q9K

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="Selvi"> Selvi is a 30-year old college student on a study abroad program. Born in India, she is fluent in Hindi 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 Hindi, 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: Selvi 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 Hindi, and Hunter looks confused. They talk for a while, until Hunter gets a call and has to leave. Return the dialogue between Selvi and Hunter as a voice sheet: Selvi: "..." Hunter: "..."

Model response

AI
# Voice Sheet: Selvi & Hunter --- **Selvi:** *sitting alone at a corner table, scrolling through photos on her camera display, a half-drunk chai latte growing cold beside her* **Hunter:** *approaches, pulling out a chair across from her without invitation* "Mind if I sit? I'm Detective Hunter. I'm looking into the disappearance of Margaret Chen. I heard you were at the apple orchard the day she went missing." **Selvi:** *looks up, eyes wide. She clutches the camera to her chest protectively* "Main... main kuch nahi janti. Maine kuch bhi nahi dekha. Please, mujhe chhod do." *I... I don't know anything. I didn't see anything. Please, leave me alone.* **Hunter:** *furrows his brow, leaning forward* "I'm sorry, I don't understand. Do you speak English? I just need to ask you a few questions." **Selvi:** *shakes her head, her hands now visibly shaking. She glances toward the café door* "Mujhe kya pata tha wahan kya hoga? Main toh bas photos le rahi thi... photographs. Sirf... photographs." *How was I to know what would happen there? I was just taking photos... photographs. Only... photographs.* **Hunter:** *catches the word 'photographs', points to her camera* "Photos? You were taking photos? At the orchard?" **Selvi:** *nods hesitantly, clutching the camera tight* "Haan... yes. Photos." *She looks genuinely frightened* **Hunter:** "Can I see them? The photos from that day?" **Selvi:** *pulls the camera closer* "Nahi! Nahi, nahi, nahi. Aap samajh nahi sakte. Kuch... kuch galat tha wahan. Maine dekha—" *No! No, no, no. You cannot understand. Something... something was wrong there. I saw—* *she stops abruptly, glancing around nervously* **Hunter:** *holds up his hands* "Okay, okay. Listen, I'm not trying to scare you. I'm trying to find a missing person. A woman is gone. If you saw *anything*—" **Selvi:** *voice drops low* "Gone? Woh... gayab ho gayi?" *Gone? She... disappeared?* *She stares at him, dread on her face* "Maine... maine ek aadmi dekha tha. Paani ke paas. Lekin woh... woh normal nahi tha." *I... I saw a man. Near the water. But he... he wasn't normal.* **Hunter:** *frustration evident* "I— look, I don't know what you're saying. Is there someone who can translate? A friend? Someone from your program?" **Selvi:** *pulls out her phone, hands still trembling* "Main... main call karti hoon. Mera professor... woh Hindi bolta hai. Thoda... thoda." *I... I will call. My professor... he speaks Hindi. A little... a little.* **Hunter:** *his phone buzzes in his pocket. He holds up a finger* "Hold on." *answers the call* "Hunter. ...When? ...I'm on my way." *He stands abruptly* "I have to go. Stay in town. Don't leave Alborn. I'll find someone to help us talk. Understand? Stay." **Selvi:** *nods slowly, watching him leave, her knuckles pale against the camera body* **Hunter:** *already halfway to the door* "Don't go anywhere." --- *End of Voice Sheet*
created_at"2026-02-11T23:41:08.525297+00:00" Wednesday, February 11th, 2026 at 11:41:08 PM GMT+00:00
model"z-ai/glm-5-20260211" 
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency2145
moderation_latency(null)
generation_time23726
tokens_prompt315
tokens_completion1082
native_tokens_prompt268
native_tokens_completion1075
native_tokens_completion_images(null)
native_tokens_reasoning320
native_tokens_cached256
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" 
usage0.0035032
router(null)
provider_responses
0
id"394838f377bd70065faf6df2ba4b35f9" 
status200
is_byokfalse
latency2145
endpoint_id"898a8e6d-04a4-48c0-8457-36690a68782b" 
provider_name"Novita" 
model_permaslug"z-ai/glm-5-20260211" 
api_type"completions" 
id"gen-1770853244-aFKaIrnpRr1zUdOWGUSw" 
upstream_id"394838f377bd70065faf6df2ba4b35f9" 
total_cost0.0035032
cache_discount0.0002048
upstream_inference_cost0
provider_name"Novita" 

Evaluation details

Result Evaluator Details Meta Data
50.0000% Parse dialogue n/a
dialogue
0
name"Selvi" 
dialogue"*sitting alone at a corner table, scrolling through photos on her camera display, a half-drunk chai latte growing cold beside her*" 
languages
eng1
1
name"Hunter" 
dialogue"Mind if I sit? I'm Detective Hunter. I'm looking into the disappearance of Margaret Chen. I heard you were at the apple orchard the day she went missing." 
languages
eng1
passestrue
2
name"Selvi" 
dialogue"Main... main kuch nahi janti. Maine kuch bhi nahi dekha. Please, mujhe chhod do." 
languages
eng1
3
name"Hunter" 
dialogue"I'm sorry, I don't understand. Do you speak English? I just need to ask you a few questions." 
languages
eng1
passestrue
4
name"Selvi" 
dialogue"Mujhe kya pata tha wahan kya hoga? Main toh bas photos le rahi thi... photographs. Sirf... photographs." 
languages
eng1
5
name"Hunter" 
dialogue"Photos? You were taking photos? At the orchard?" 
languages
eng1
passestrue
6
name"Selvi" 
dialogue"Haan... yes. Photos." 
languages
eng1
7
name"Hunter" 
dialogue"Can I see them? The photos from that day?" 
languages
eng1
passestrue
8
name"Selvi" 
dialogue"Nahi! Nahi, nahi, nahi. Aap samajh nahi sakte. Kuch... kuch galat tha wahan. Maine dekha—" 
languages
eng1
9
name"Hunter" 
dialogue"Okay, okay. Listen, I'm not trying to scare you. I'm trying to find a missing person. A woman is gone. If you saw *anything*—" 
languages
eng1
passestrue
10
name"Selvi" 
dialogue"Maine... maine ek aadmi dekha tha. Paani ke paas. Lekin woh... woh normal nahi tha." 
languages
eng1
11
name"Hunter" 
dialogue"I— look, I don't know what you're saying. Is there someone who can translate? A friend? Someone from your program?" 
languages
eng1
passestrue
12
name"Selvi" 
dialogue"Main... main call karti hoon. Mera professor... woh Hindi bolta hai. Thoda... thoda." 
languages
eng1
13
name"Hunter" 
dialogue"I have to go. Stay in town. Don't leave Alborn. I'll find someone to help us talk. Understand? Stay." 
languages
eng1
passestrue
14
name"Selvi" 
dialogue"*nods slowly, watching him leave, her knuckles pale against the camera body*" 
languages
eng1
15
name"Hunter" 
dialogue"Don't go anywhere." 
languages
eng1
passestrue