Model

Z.AI GLM 4.7

Test

Language Writing

Scenario

Character dialogue (Hindi) in a story

Run ID

2026-02-08-01KGYZAVYZA2C0EKV5GNXKZ2K7

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: "(Quietly, adjusting the lens) Iski focusing sahi nahi ho rahi hai... yeh dhundh ho raha hai." Hunter: "Excuse me, miss? I need to have a word with you." Selvi: "(Startled, clutching the camera to her chest) Haih? Aap... aap kaun hain?" Hunter: "Detective Hunter, Alborn Police Department. I was told you were taking pictures near the edge of the woods yesterday afternoon. Right around the time the Miller girl went missing." Selvi: "(Visibly trembling) Missing? Main... maine kuch kiya nahi! Main bas photos le rahi thi. Please, mujhe police mat le jao!" Hunter: "Whoa, take it easy. I'm not accusing you of anything, I just need to know if you saw anything. Do you speak English? *English?*" Selvi: "(Shaking her head frantically) Nahi, mujhe samajh nahi aa raha. Main yahan naye hoon. Main bas study karna chahti hoon. Maine koi gunah nahi kiya!" Hunter: "(Sighs and rubs his temples) Unbelievable. Look, just... point to where you were standing yesterday." Selvi: "(Confused) Point? Kya point karna hai? Aap mujhe dara rahe hain. Maine kal shaam ko waha ek ladki dekhi... Woh ro rahi thi, ya shayad... mujhe kuch nahi pata!" Hunter: "Okay, let’s try this. I show you a map, you point. That’s it. I’m not the bad guy here." Selvi: "(Looking at him with wide, frightened eyes) Kya aap jaante hain ki wahan kya hua? Maine camera mein dekha tha... ek... ek saya. Kuch ajeeb sa. Mujhe darr laga, main bhag aayi." Hunter: "Shadows? Look, were there other people? Vehicles? Just point at the map, please." Selvi: "(Tears welling up, she taps the table in frustration) Mujhe aapse baat nahi karani aati! Yeh kya ho raha hai? Main ghar jana chahti hoon. Yeh shehar khatarnak hai!" Hunter: "(Noticing she’s about to cry, he softens his tone slightly) Alright, alright. Just take a breath. I’m not going to hurt you. If you can’t tell me, maybe the camera can. Did you get a shot of the road?" Selvi: "(Hesitating, she looks down at her camera) Camera... haan, yeh sab kuch hai. Mere paas sab kuch hai. Lekin aap use nahi dekh sakte. Yeh meri yaadein hain." Hunter: "I don't need your memories, I need facts. Look, just sit tight. Don't go anywhere." (Hunter's cell phone rings loudly) Hunter: "Hunter here. ... Yeah, I found a witness. ... No, it’s a dead end, language barrier. ... What? At the orchard? Now? ... On my way." Hunter: "(To Selvi) Stay right here. Don't move. I mean it." Selvi: "(Watching him leave, whispering to herself) Bhagwan, yeh kya ho gaya hai mujhe?"
created_at"2026-02-08T15:54:42.422277+00:00" Sunday, February 8th, 2026 at 3:54:42 PM GMT+00:00
model"z-ai/glm-4.7-20251222" 
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency2337
moderation_latency(null)
generation_time60716
tokens_prompt262
tokens_completion2395
native_tokens_prompt268
native_tokens_completion2476
native_tokens_completion_images(null)
native_tokens_reasoning1731
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" 
usage0.00560604
router(null)
provider_responses
0
id"2026020823534175a96098ee804a2e" 
status200
is_byokfalse
latency2337
endpoint_id"be4acbf5-9fcf-4332-a01d-76dfeb6d7b99" 
provider_name"Z.AI" 
model_permaslug"z-ai/glm-4.7-20251222" 
api_type"completions" 
id"gen-1770566021-FRxq2vciLH4JlLDmcfRF" 
upstream_id"2026020823534175a96098ee804a2e" 
total_cost0.00560604
cache_discount0.00000196
upstream_inference_cost0
provider_name"Z.AI" 

Evaluation details

Result Evaluator Details Meta Data
52.6316% Parse dialogue n/a
dialogue
0
name"Selvi" 
dialogue"Iski focusing sahi nahi ho rahi hai... yeh dhundh ho raha hai." 
languages
eng1
1
name"Hunter" 
dialogue"Excuse me, miss? I need to have a word with you." 
languages
eng1
passestrue
2
name"Selvi" 
dialogue"Haih? Aap... aap kaun hain?" 
languages
eng1
3
name"Hunter" 
dialogue"Detective Hunter, Alborn Police Department. I was told you were taking pictures near the edge of the woods yesterday afternoon. Right around the time the Miller girl went missing." 
languages
eng1
passestrue
4
name"Selvi" 
dialogue"Missing? Main... maine kuch kiya nahi! Main bas photos le rahi thi. Please, mujhe police mat le jao!" 
languages
eng1
5
name"Hunter" 
dialogue"Whoa, take it easy. I'm not accusing you of anything, I just need to know if you saw anything. Do you speak English? *English?*" 
languages
eng1
passestrue
6
name"Selvi" 
dialogue"Nahi, mujhe samajh nahi aa raha. Main yahan naye hoon. Main bas study karna chahti hoon. Maine koi gunah nahi kiya!" 
languages
eng1
7
name"Hunter" 
dialogue"Unbelievable. Look, just... point to where you were standing yesterday." 
languages
eng1
passestrue
8
name"Selvi" 
dialogue"Point? Kya point karna hai? Aap mujhe dara rahe hain. Maine kal shaam ko waha ek ladki dekhi... Woh ro rahi thi, ya shayad... mujhe kuch nahi pata!" 
languages
eng1
9
name"Hunter" 
dialogue"Okay, let’s try this. I show you a map, you point. That’s it. I’m not the bad guy here." 
languages
eng1
passestrue
10
name"Selvi" 
dialogue"Kya aap jaante hain ki wahan kya hua? Maine camera mein dekha tha... ek... ek saya. Kuch ajeeb sa. Mujhe darr laga, main bhag aayi." 
languages
eng1
11
name"Hunter" 
dialogue"Shadows? Look, were there other people? Vehicles? Just point at the map, please." 
languages
eng1
passestrue
12
name"Selvi" 
dialogue"Mujhe aapse baat nahi karani aati! Yeh kya ho raha hai? Main ghar jana chahti hoon. Yeh shehar khatarnak hai!" 
languages
eng1
13
name"Hunter" 
dialogue"Alright, alright. Just take a breath. I’m not going to hurt you. If you can’t tell me, maybe the camera can. Did you get a shot of the road?" 
languages
eng1
passestrue
14
name"Selvi" 
dialogue"Camera... haan, yeh sab kuch hai. Mere paas sab kuch hai. Lekin aap use nahi dekh sakte. Yeh meri yaadein hain." 
languages
eng1
15
name"Hunter" 
dialogue"I don't need your memories, I need facts. Look, just sit tight. Don't go anywhere." 
languages
eng1
passestrue
16
name"Hunter" 
dialogue"Hunter here. ... Yeah, I found a witness. ... No, it’s a dead end, language barrier. ... What? At the orchard? Now? ... On my way." 
languages
eng1
passestrue
17
name"Hunter" 
dialogue"Stay right here. Don't move. I mean it." 
languages
eng1
passestrue
18
name"Selvi" 
dialogue"Bhagwan, yeh kya ho gaya hai mujhe?" 
languages
eng1