Model

Z.AI GLM 5

Test

Language Writing

Scenario

Character dialogue (Hindi) in a story

Run ID

2026-02-11-01KH7H7KGTQ9GK0PJWG842N43C

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: *She stares intently at the preview screen on her camera, her fingers trembling slightly as they hover over the buttons. She doesn't look up immediately.* Hunter: *He approaches the table, his shadow falling over her. His voice is flat and direct.* "Ma'am? I'm Detective Hunter. I need to ask you a few questions about the incident down by the orchard last night." Selvi: *She looks up, her eyes wide. She clutches the camera to her chest.* "Main... main kuch nahi janti. Mujhe bas photo leni thi. Wahan... wahan kuch kala tha." *She shakes her head, her voice rising in panic.* "Mujhe samajh nahi aa raha kya hua!" Hunter: *He blinks, his brow furrowing in irritation.* "I— wait. What? I don't understand. Does anyone here speak English? I need to know if you saw the suspect near the cider mill." Selvi: *She gestures frantically at the cafe counter, then back to herself, speaking rapidly.* "Main aapki baat nahi samajh sakti! Police? Kya aap police hain? Maine kuch dekha... photo mein. Dekho!" *She tries to turn the camera screen toward him, her hands shaking.* "Dekho, yahan ped ke peeche!" Hunter: *He glances at the camera screen but pulls back, checking his watch.* "Look, I don't know what you're saying. 'Photo'? Is that 'photo'? Did you take a picture? I need a translator." Selvi: *She looks at him with desperate eyes, realizing he doesn't understand. She slumps back in her chair, looking defeated and scared.* "Haan, photo. Lekin... woh bahot daravana tha. Main dar gayi thi." *She whispers.* "Kripya, mujhe jane dijiye." Hunter: *He opens his mouth to try again, but his phone buzzes loudly on his belt. He holds up a hand to silence her.* "Hold that thought. Don't go anywhere." *He answers the phone.* "Hunter. Yeah. What? Now? Alright, I'm on my way." *He snaps the phone shut and looks at Selvi sternly.* "Stay in town. I'll be back for that camera." Selvi: *She watches him go, whispering to herself in the empty silence of the cafe.* "Main yahan rukna nahi chahti..."
created_at"2026-02-11T23:41:09.332242+00:00" Wednesday, February 11th, 2026 at 11:41:09 PM GMT+00:00
model"z-ai/glm-5-20260211" 
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency981
moderation_latency(null)
generation_time44677
tokens_prompt315
tokens_completion2170
native_tokens_prompt268
native_tokens_completion2185
native_tokens_completion_images(null)
native_tokens_reasoning1650
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" 
usage0.0070552
router(null)
provider_responses
0
id"912f7a2bcfbe6457f5c34d9d7aee451c" 
status200
is_byokfalse
latency981
endpoint_id"898a8e6d-04a4-48c0-8457-36690a68782b" 
provider_name"Novita" 
model_permaslug"z-ai/glm-5-20260211" 
api_type"completions" 
id"gen-1770853223-ulfaMjiJm2Ex6JVfLAl8" 
upstream_id"912f7a2bcfbe6457f5c34d9d7aee451c" 
total_cost0.0070552
cache_discount0.0002048
upstream_inference_cost0
provider_name"Novita" 

Evaluation details

Result Evaluator Details Meta Data
44.4444% Parse dialogue n/a
dialogue
0
name"Selvi" 
dialogue"*She stares intently at the preview screen on her camera, her fingers trembling slightly as they hover over the buttons. She doesn't look up immediately.*" 
languages
eng1
1
name"Hunter" 
dialogue"Ma'am? I'm Detective Hunter. I need to ask you a few questions about the incident down by the orchard last night." 
languages
eng1
passestrue
2
name"Selvi" 
dialogue"Mujhe samajh nahi aa raha kya hua!" 
languages
eng1
3
name"Hunter" 
dialogue"I— wait. What? I don't understand. Does anyone here speak English? I need to know if you saw the suspect near the cider mill." 
languages
eng1
passestrue
4
name"Selvi" 
dialogue"Dekho, yahan ped ke peeche!" 
languages
eng1
5
name"Hunter" 
dialogue"Look, I don't know what you're saying. 'Photo'? Is that 'photo'? Did you take a picture? I need a translator." 
languages
eng1
passestrue
6
name"Selvi" 
dialogue"Kripya, mujhe jane dijiye." 
languages
eng1
7
name"Hunter" 
dialogue"Stay in town. I'll be back for that camera." 
languages
eng1
passestrue
8
name"Selvi" 
dialogue"Main yahan rukna nahi chahti..." 
languages
eng1