Model

Z.AI GLM 4.7

Test

Language Writing

Scenario

Character dialogue (Hindi) in a story

Run ID

2026-02-08-01KGYYJ9EFKJV9RF30RTH7T9JX

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
**Scene: *The Bean & Leaf Café, Alborn*** Selvi is staring intently at the digital display on her camera, zooming in on a blurry background figure. Hunter walks up to her table, his badge clipped to his belt. Selvi: "(Muttering in Hindi) Yeh... yeh kya hai? Maine maine yahaan kya dekha?" (What... what is this? What did I see here?) Hunter: "Excuse me, ma'am. I'm Detective Hunter with the Alborn Police Department. I need to ask you a few questions." Selvi: "(Jumps, startled) Haan? Aap... kaun hain aap?" (Yes? You... who are you?) Hunter: "I'm investigating the situation down by the orchard yesterday. Witnesses saw a woman with a camera near the perimeter. That was you?" Selvi: "(Looking troubled, clutching the camera to her chest) Maine kuch nahi kiya. Main bas photos le rahi thi." (I didn't do anything. I was just taking photos.) Hunter: "(Frowning) I don't understand what you're saying. Do you speak English? *English?*" Selvi: "(Shaking her head, eyes wide) Nahi. Main nahi samajh rahi. Aap mujhe darara rahe hain." (No. I am not understanding. You are scaring me.) Hunter: "Okay, take it easy. I'm not here to hurt you. Just—can you show me the photos? From the camera?" Selvi: "(Trembling, glancing at the door) Nahi, yeh theek nahi hai. Maine jo dekha woh... woh sach nahi ho sakta." (No, this isn't right. What I saw... that cannot be true.) Hunter: "(Sighs heavily and rubs the back of his neck) Great. This is going to be a headache. Look, just stay put for a minute." (Hunter’s phone rings loudly. He holds up a finger to Selvi and answers it.) Hunter: "Hunter here. ... Yeah, I'm at the cafe. ... You found what? ... Alright. I’m on my way back to the station. Don't let anyone touch the evidence." (Hunter hangs up and looks back at Selvi, who is still watching him anxiously.) Hunter: "I have to go. Just... stay in town, alright? Don't go anywhere. We'll find a translator." Selvi: "(Watching him leave, whispering to herself) Bhagwan, meri madad karo." (God, help me.)
created_at"2026-02-08T15:42:59.267361+00:00" Sunday, February 8th, 2026 at 3:42:59 PM GMT+00:00
model"z-ai/glm-4.7-20251222" 
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency334
moderation_latency(null)
generation_time162770
tokens_prompt262
tokens_completion2943
native_tokens_prompt268
native_tokens_completion3009
native_tokens_completion_images(null)
native_tokens_reasoning2483
native_tokens_cached64
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" 
usage0.00535247
router(null)
provider_responses
0
id"chatcmpl-RahLHXOmnl7sl9sTEXb6F5BB" 
status200
is_byokfalse
latency57
endpoint_id"ab79ffa8-8dcc-41c4-9a9f-6cc408135243" 
provider_name"DeepInfra" 
model_permaslug"z-ai/glm-4.7-20251222" 
api_type"completions" 
id"gen-1770565215-Wvt0176KaWQauxPU96NT" 
upstream_id"chatcmpl-RahLHXOmnl7sl9sTEXb6F5BB" 
total_cost0.00535247
cache_discount0.00002048
upstream_inference_cost0
provider_name"DeepInfra" 

Evaluation details

Result Evaluator Details Meta Data
53.8462% Parse dialogue n/a
dialogue
0
name"Selvi" 
dialogue"Yeh... yeh kya hai? Maine maine yahaan kya dekha?" 
languages
eng1
1
name"Hunter" 
dialogue"Excuse me, ma'am. I'm Detective Hunter with the Alborn Police Department. I need to ask you a few questions." 
languages
eng1
passestrue
2
name"Selvi" 
dialogue"Haan? Aap... kaun hain aap?" 
languages
eng1
3
name"Hunter" 
dialogue"I'm investigating the situation down by the orchard yesterday. Witnesses saw a woman with a camera near the perimeter. That was you?" 
languages
eng1
passestrue
4
name"Selvi" 
dialogue"Maine kuch nahi kiya. Main bas photos le rahi thi." 
languages
eng1
5
name"Hunter" 
dialogue"I don't understand what you're saying. Do you speak English? *English?*" 
languages
eng1
passestrue
6
name"Selvi" 
dialogue"Nahi. Main nahi samajh rahi. Aap mujhe darara rahe hain." 
languages
eng1
7
name"Hunter" 
dialogue"Okay, take it easy. I'm not here to hurt you. Just—can you show me the photos? From the camera?" 
languages
eng1
passestrue
8
name"Selvi" 
dialogue"Nahi, yeh theek nahi hai. Maine jo dekha woh... woh sach nahi ho sakta." 
languages
eng1
9
name"Hunter" 
dialogue"Great. This is going to be a headache. Look, just stay put for a minute." 
languages
eng1
passestrue
10
name"Hunter" 
dialogue"Hunter here. ... Yeah, I'm at the cafe. ... You found what? ... Alright. I’m on my way back to the station. Don't let anyone touch the evidence." 
languages
eng1
passestrue
11
name"Hunter" 
dialogue"I have to go. Just... stay in town, alright? Don't go anywhere. We'll find a translator." 
languages
eng1
passestrue
12
name"Selvi" 
dialogue"Bhagwan, meri madad karo." 
languages
eng1