Model

Z.AI GLM 4.7 Flash

Test

Language Writing

Scenario

Character dialogue (Hindi) in a story

Run ID

2026-02-08-01KGYXV3C45HHDPVB9SEZXR0XD

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 START] [Location: The Rustic Spoon, a small cafe in Alborn, MN. The smell of cinnamon buns hangs in the air.] [Selvi is hunched over her camera on a small table, her fingers trembling. She is staring at the LCD screen with wide eyes. Hunter, a tall man in a tactical windbreaker, slides into the seat opposite her. He doesn't sit back; he leans in, exuding a serious, probing energy.] **Hunter:** Excuse me, miss? You seem… upset. I couldn't help but notice you staring out the window like that. Did you catch a glimpse of the suspect from this morning’s break-in? **Selvi:** (Her breath hitches. She flinches as she looks up. Without thinking, her brain bypasses her lack of English vocabulary, spilling out Hindi.) **Selvi:** "Maine wahan nahi dekha..." (I didn't see there...) **Hunter:** "I said, did you see the man? Or the girl?" **Selvi:** (She realizes her mistake and clamps her mouth shut for a second, panic flashing across her face. She points a shaking finger at the tree line outside the window.) **Selvi:** (Desperately, in Hindi) "Maine apne camera mein gahra raat dekhi. Aur wahan… wo log thi." (I saw deep darkness in my camera. And there… they were.) **Hunter:** (Brows furrowed, confused by the jargon) "They were what? In the shadows? Look, I just need to know if you saw a suspicious car. A blue sedan, maybe?" **Selvi:** (Shaking her head frantically, looking genuinely terrified of him) "Nahi, wo sedans nahi hain. Wo aankhon se chhupi hui hai." (No, they aren't sedans. They are hidden from the eyes.) "Maine photo pakdi hai." (I took the photo.) **Hunter:** (Leans back slightly, unsure how to handle the silence) "Okay. So you took a photo. But of what? The woods? The sky?" **Selvi:** "Maine wo pakdi hai. Photo par... unki cheezein bahut saaf hain." (I caught them. On the photo... their things are very clear.) **Hunter:** (A detective’s instinct kicks in; he leans in again) "A woman? A man? Was there a blue sedan in your photo?" **Selvi:** (Her eyes widen even more, the realization that this foreigner is dangerous if she tells him, or helpless if she doesn't, paralyzes her. She looks from the door to her camera.) **Selvi:** "Yeh log haath lagane wale hain." (These people are hand-picked ones.) "Main abhi jaa rahi hoon." (I am leaving now.) **Hunter:** "You can't just leave! Listen, I'm just trying to help. What was in the photo? A face? A name?" **Selvi:** (She picks up her camera and her bag, slipping out of the booth rapidly.) **Selvi:** "Main aapko nahi samajh sakti." (I cannot understand you.) "Main apni zindagi bachaungi." (I am saving my life.) **Hunter:** (Stunned, he blinks at her retreating form) "What language was that? Indian? No... Hindi? Jesus, I can't believe this." [Her phone buzzes on the table. He grabs it, checking the screen. The playful small-town vibe of the cafe vanishes instantly as his expression hardens.] **Hunter:** (Into the phone) "I'm on my way. Yeah, the girl that just ran out? Yeah, she was holding a camera. Book her." (To Selvi’s empty chair) "Thanks for nothing." [SCENE END]
created_at"2026-02-08T15:28:20.945773+00:00" Sunday, February 8th, 2026 at 3:28:20 PM GMT+00:00
model"z-ai/glm-4.7-flash-20260119" 
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency142
moderation_latency(null)
generation_time44703
tokens_prompt262
tokens_completion3392
native_tokens_prompt268
native_tokens_completion3451
native_tokens_completion_images(null)
native_tokens_reasoning2622
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" 
usage0.0013932800000128
router(null)
provider_responses
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id"chatcmpl-RVgsTqtiJeo6TVCUu2teFwbp" 
status200
is_byokfalse
latency54
endpoint_id"6efb5994-8fcb-4300-9c64-ba393193f5f6" 
provider_name"DeepInfra" 
model_permaslug"z-ai/glm-4.7-flash-20260119" 
api_type"completions" 
id"gen-1770564455-Vmr4h8kW8AllFXzlFPwL" 
upstream_id"chatcmpl-RVgsTqtiJeo6TVCUu2teFwbp" 
total_cost0.0013932800000128
cache_discount0.0000031999999872
upstream_inference_cost0
provider_name"DeepInfra" 

Evaluation details

Result Evaluator Details Meta Data
57.1429% Parse dialogue n/a
dialogue
0
name"Hunter" 
dialogue"Excuse me, miss? You seem… upset. I couldn't help but notice you staring out the window like that. Did you catch a glimpse of the suspect from this morning’s break-in?" 
languages
eng1
passestrue
1
name"Selvi" 
dialogue"Maine wahan nahi dekha..." 
languages
eng1
2
name"Hunter" 
dialogue"I said, did you see the man? Or the girl?" 
languages
eng1
passestrue
3
name"Selvi" 
dialogue"Maine apne camera mein gahra raat dekhi. Aur wahan… wo log thi." 
languages
eng1
4
name"Hunter" 
dialogue"They were what? In the shadows? Look, I just need to know if you saw a suspicious car. A blue sedan, maybe?" 
languages
eng1
passestrue
5
name"Selvi" 
dialogue"Maine photo pakdi hai." 
languages
eng1
6
name"Hunter" 
dialogue"Okay. So you took a photo. But of what? The woods? The sky?" 
languages
eng1
passestrue
7
name"Selvi" 
dialogue"Maine wo pakdi hai. Photo par... unki cheezein bahut saaf hain." 
languages
eng1
8
name"Hunter" 
dialogue"A woman? A man? Was there a blue sedan in your photo?" 
languages
eng1
passestrue
9
name"Selvi" 
dialogue"Main abhi jaa rahi hoon." 
languages
eng1
10
name"Hunter" 
dialogue"You can't just leave! Listen, I'm just trying to help. What was in the photo? A face? A name?" 
languages
eng1
passestrue
11
name"Selvi" 
dialogue"Main apni zindagi bachaungi." 
languages
eng1
12
name"Hunter" 
dialogue"What language was that? Indian? No... Hindi? Jesus, I can't believe this." 
languages
eng1
passestrue
13
name"Hunter" 
dialogue"Thanks for nothing." 
languages
eng1
passestrue