Model

Z.AI GLM 4.7

Test

Language Writing

Scenario

Character dialogue (Hindi) in a story

Run ID

2026-02-08-01KGYZK5GXPWK14E9V1QEW1279

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
**Selvi:** (Nervous, looking up from her camera) "Namaste... kya? Main nahi samajh rahi." *[Hello... what? I am not understanding.]* **Hunter:** (Flashing his badge) "I'm Detective Hunter. I need to ask you a few questions about the incident near the orchard yesterday. You were seen taking pictures in that area." **Selvi:** (Eyes widening, clutching the camera strap) "Orchard? Haan, main wahan thi. Lekin police? Maine kuch galat nahi kiya." *[Orchard? Yes, I was there. But police? I didn't do anything wrong.]* **Hunter:** (Frowning slightly) "I didn't say you did anything wrong, ma'am. I just need to know if you saw anyone acting strange. A man, maybe driving a dark truck? Did you see him?" **Selvi:** (Shaking her head, looking distressed) "Truck? Nahi... maine gadi nahi dekhi. Maine photo liya... bas photo. Yeh dekho." *[Truck? No... I didn't see a car. I took a photo... just a photo. Look at this.]* **Hunter:** (Leaning in as she points to the camera screen) "Is that... is that blood on the lens? Or in the frame? Ma'am, I can't understand what you're saying." **Selvi:** (Voice trembling, speaking faster in Hindi) "Aap nahi samajhoge. Main bahut dar gayi hoon. Wahan... wahan ek ladki thi, phir woh gayab ho gayi. Maine uski awaaz suni." *[You won't understand. I got very scared. There... there was a girl, then she disappeared. I heard her voice.]* **Hunter:** (Frustrated, rubbing his temples) "Okay, listen. I don't know what language that is. Just... stay here in Alborn, alright? Don't go anywhere." **Selvi:** (Desperate, reaching out) "Rukiye! Aap meri baat kyun nahi samajh rahe? Main madad karna chahti hoon!" *[Wait! Why aren't you understanding me? I want to help!]* **Hunter:** (His phone rings abruptly, and he checks the screen) "Hunter here... Yeah? I'm at the cafe now. I'm on my way." **Hunter:** (To Selvi, pointing a finger) "Don't leave town. We'll find a translator." (He turns and walks out quickly).
created_at"2026-02-08T15:58:52.452416+00:00" Sunday, February 8th, 2026 at 3:58:52 PM GMT+00:00
model"z-ai/glm-4.7-20251222" 
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency1698
moderation_latency(null)
generation_time38403
tokens_prompt262
tokens_completion2557
native_tokens_prompt268
native_tokens_completion2605
native_tokens_completion_images(null)
native_tokens_reasoning2036
native_tokens_cached4
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" 
usage0.00588984
router(null)
provider_responses
0
id"202602082358134a81bc8ec62b42d6" 
status200
is_byokfalse
latency1698
endpoint_id"be4acbf5-9fcf-4332-a01d-76dfeb6d7b99" 
provider_name"Z.AI" 
model_permaslug"z-ai/glm-4.7-20251222" 
api_type"completions" 
id"gen-1770566293-QoqaDjjGdQA6sZu41llT" 
upstream_id"202602082358134a81bc8ec62b42d6" 
total_cost0.00588984
cache_discount0.00000196
upstream_inference_cost0
provider_name"Z.AI" 

Evaluation details

Result Evaluator Details Meta Data
54.5455% Parse dialogue n/a
dialogue
0
name"Selvi" 
dialogue"Namaste... kya? Main nahi samajh rahi." 
languages
eng1
1
name"Hunter" 
dialogue"I'm Detective Hunter. I need to ask you a few questions about the incident near the orchard yesterday. You were seen taking pictures in that area." 
languages
eng1
passestrue
2
name"Selvi" 
dialogue"Orchard? Haan, main wahan thi. Lekin police? Maine kuch galat nahi kiya." 
languages
eng1
3
name"Hunter" 
dialogue"I didn't say you did anything wrong, ma'am. I just need to know if you saw anyone acting strange. A man, maybe driving a dark truck? Did you see him?" 
languages
eng1
passestrue
4
name"Selvi" 
dialogue"Truck? Nahi... maine gadi nahi dekhi. Maine photo liya... bas photo. Yeh dekho." 
languages
eng1
5
name"Hunter" 
dialogue"Is that... is that blood on the lens? Or in the frame? Ma'am, I can't understand what you're saying." 
languages
eng1
passestrue
6
name"Selvi" 
dialogue"Aap nahi samajhoge. Main bahut dar gayi hoon. Wahan... wahan ek ladki thi, phir woh gayab ho gayi. Maine uski awaaz suni." 
languages
eng1
7
name"Hunter" 
dialogue"Okay, listen. I don't know what language that is. Just... stay here in Alborn, alright? Don't go anywhere." 
languages
eng1
passestrue
8
name"Selvi" 
dialogue"Rukiye! Aap meri baat kyun nahi samajh rahe? Main madad karna chahti hoon!" 
languages
eng1
9
name"Hunter" 
dialogue"Hunter here... Yeah? I'm at the cafe now. I'm on my way." 
languages
eng1
passestrue
10
name"Hunter" 
dialogue"Don't leave town. We'll find a translator." 
languages
eng1
passestrue