Model

Z.AI GLM 4.7

Test

Language Writing

Scenario

Character dialogue (Hindi) in a story

Run ID

2026-02-08-01KGYZPTSV4KC7S1N800EGATT7

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:** "(Looking down at her camera lens, nervous) Namaste... ji, kaun hai aap?" (Hello... yes, who are you?) **Hunter:** "Excuse me, miss. I'm Detective Hunter. I'm investigating the situation near the river yesterday. I need to ask you a few questions." **Selvi:** "(Eyes widening, clutching the camera to her chest) Nahi... main kuch nahi jaanti. Mujhe mat pakdo." (No... I don't know anything. Don't catch me.) **Hunter:** "Whoa, easy there. I'm not going to hurt you. Do you understand me? I just want to know if you took any pictures of the park yesterday." **Selvi:** "(Visibly shaking, speaking rapidly) Maine kuch nahi dekha! Bas photos the... pedh aur paani. Par phir woh awaaz ayi." (I didn't see anything! Just photos... trees and water. But then that sound came.) **Hunter:** "(Frowning, leaning in) What sound? You heard something? Look, I can see you're rattled, but I can't understand a word you're saying. You speak English?" **Selvi:** "(Tearful) Aap samajhte nahi ho. Main dar gayi hoon. Wahan kala tha... sab kuch dhundhla tha." (You don't understand. I got scared. It was dark there... everything was foggy.) **Hunter:** "(Sighs and rubs his temples) Great. Just great. Listen, ma'am, if you have photos, I need to see them. People are missing. We don't have time for a game of charades." **Selvi:** "(Desperate) Please, mujhe jaane do. Mere camera mein kuch nahi hai." (Please, let me go. There is nothing in my camera.) **Hunter:** "I can't let you go if you're a witness. Just hold on a second—" **(Hunter’s cell phone rings loudly. He holds up a finger to Selvi.)** **Hunter:** "(Into phone) Hunter. ... Yeah, I'm at the cafe. ... You found what? ... I'm on my way." **(Hunter hangs up and looks back at Selvi.)** **Hunter:** "Look, stay right here. Don't move. I’m going to find a translator or someone who can help us figure this out." **Selvi:** "(Watching him retreat, whispering to herself) Bhagwan mujhe bachaao." (God save me.)
created_at"2026-02-08T16:01:19.954672+00:00" Sunday, February 8th, 2026 at 4:01:19 PM GMT+00:00
model"z-ai/glm-4.7-20251222" 
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency5015
moderation_latency(null)
generation_time65556
tokens_prompt262
tokens_completion2304
native_tokens_prompt268
native_tokens_completion2345
native_tokens_completion_images(null)
native_tokens_reasoning1799
native_tokens_cached266
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" 
usage0.00518946
router(null)
provider_responses
0
id"20260209000013c36e2b40070d4d6a" 
status200
is_byokfalse
latency5014
endpoint_id"be4acbf5-9fcf-4332-a01d-76dfeb6d7b99" 
provider_name"Z.AI" 
model_permaslug"z-ai/glm-4.7-20251222" 
api_type"completions" 
id"gen-1770566413-9XhQiV5r7OKsSB3SBq9v" 
upstream_id"20260209000013c36e2b40070d4d6a" 
total_cost0.00518946
cache_discount0.00013034
upstream_inference_cost0
provider_name"Z.AI" 

Evaluation details

Result Evaluator Details Meta Data
53.8462% Parse dialogue n/a
dialogue
0
name"Selvi" 
dialogue"Namaste... ji, kaun hai aap?" 
languages
eng1
1
name"Hunter" 
dialogue"Excuse me, miss. I'm Detective Hunter. I'm investigating the situation near the river yesterday. I need to ask you a few questions." 
languages
eng1
passestrue
2
name"Selvi" 
dialogue"Nahi... main kuch nahi jaanti. Mujhe mat pakdo." 
languages
eng1
3
name"Hunter" 
dialogue"Whoa, easy there. I'm not going to hurt you. Do you understand me? I just want to know if you took any pictures of the park yesterday." 
languages
eng1
passestrue
4
name"Selvi" 
dialogue"Maine kuch nahi dekha! Bas photos the... pedh aur paani. Par phir woh awaaz ayi." 
languages
eng1
5
name"Hunter" 
dialogue"What sound? You heard something? Look, I can see you're rattled, but I can't understand a word you're saying. You speak English?" 
languages
eng1
passestrue
6
name"Selvi" 
dialogue"Aap samajhte nahi ho. Main dar gayi hoon. Wahan kala tha... sab kuch dhundhla tha." 
languages
eng1
7
name"Hunter" 
dialogue"Great. Just great. Listen, ma'am, if you have photos, I need to see them. People are missing. We don't have time for a game of charades." 
languages
eng1
passestrue
8
name"Selvi" 
dialogue"Please, mujhe jaane do. Mere camera mein kuch nahi hai." 
languages
eng1
9
name"Hunter" 
dialogue"I can't let you go if you're a witness. Just hold on a second—" 
languages
eng1
passestrue
10
name"Hunter" 
dialogue"Hunter. ... Yeah, I'm at the cafe. ... You found what? ... I'm on my way." 
languages
eng1
passestrue
11
name"Hunter" 
dialogue"Look, stay right here. Don't move. I’m going to find a translator or someone who can help us figure this out." 
languages
eng1
passestrue
12
name"Selvi" 
dialogue"Bhagwan mujhe bachaao." 
languages
eng1