Model

Z.AI GLM 4.7 Flash

Test

Language Writing

Scenario

Character dialogue (Hindi) in a story

Run ID

2026-02-08-01KGYZGG88RX8P027Z3J3DFP9Y

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: (Leans forward slightly, clicking the shutter of her camera. She hasn’t noticed Hunter yet.) Hunter: (Sits down opposite her, placing his badge on the table with a heavy thud.) Excuse me, Miss. Detective Hunter. I know this is awkward, but I have to ask you a question regarding the disappearance of Mr. Abernathy. Did you see anything suspicious on your walk yesterday? Selvi: (Startles, dropping her camera lens cap. She clutches her chest, her eyes going wide with terror. She shakes her head violently and scoots her chair back.) Hunter: (Frowning, leaning in) Ma'am? I don’t speak Hindi. I need to know if you saw a blue sedan or someone acting strange near the water tower. Selvi: (She grabs his wrist with trembling fingers, breathing heavily. Her eyes dart to the window behind him.) ... *(Translation: "Wahan ek aadmi tha... usne bola ki baat poori ho gayi. Wo mere liye aata hai.")* Hunter: (Rubs his face, frustrated) Okay. "Man, said matter finished." Is that what you said? Did someone tell you the matter is finished? Like a warning? Selvi: (Nods frantically, pulling a handkerchief from her pocket to wipe sweat from her forehead.) ... *(Translation: "Haan, hai. Woh khatra a gaya. Ghar chali jana chahiye.")* Hunter: "Khatra"? Scare? You’re scared. Of who? Did you see the man who took him? Selvi: (Her breathing hitches. She points a shaking finger toward the back of the café, then covers her mouth with her hand.) ... *(Translation: "Woh aankhein... sirf aankhein dikhayi dene lagi. Woh mujhe dekh raha tha. Woh mujhe dhoond raha hai.")* Hunter: (Glances behind him at the empty kitchen exit) You mean right there? Miss, you’re scaring me. I’m doing my job here, but I need you to tell me if there was a car. Just a car? Selvi: (Slowly shakes her head, looking down at her camera lens, tracing the rim with her thumb.) ... *(Translation: "Nahi gaadi. Usmein computer tha. Sirf computer.")* Hunter: (Rubs his temples, standing up abruptly) Alright. This is a dead end. I can't get anything out of you. But if you see that person, or hear that computer again... listen to me. Selvi: (Looks up, a tear rolling down her cheek, her expression of pure fright remains unreadable in English.) Hunter: (Glances at his watch, then at his radio) I have to go. There’s been another call. Just... stay inside. Lock your door. Selvi: (Doesn't speak, just nods once, too afraid to move.) Hunter: (Closes his notebook sharply) Be safe, ma'am. (He turns and walks away quickly, checking his radio). Selvi: (Sits back down, puts the camera up to her eye, and aims it directly at the empty doorway Hunter just left, clicking the shutter once). ...
created_at"2026-02-08T15:57:17.041871+00:00" Sunday, February 8th, 2026 at 3:57:17 PM GMT+00:00
model"z-ai/glm-4.7-flash-20260119" 
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency545
moderation_latency(null)
generation_time30183
tokens_prompt262
tokens_completion3122
native_tokens_prompt268
native_tokens_completion3170
native_tokens_completion_images(null)
native_tokens_reasoning2470
native_tokens_cached5
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" 
usage0.00128646
router(null)
provider_responses
0
id"91d25c1764af291936c8052e89c224bf" 
status200
is_byokfalse
latency545
endpoint_id"6999081f-9017-4517-bbdb-47df8778c940" 
provider_name"Novita" 
model_permaslug"z-ai/glm-4.7-flash-20260119" 
api_type"completions" 
id"gen-1770566205-lTizGjfZWKhLp58zKkEc" 
upstream_id"91d25c1764af291936c8052e89c224bf" 
total_cost0.00128646
cache_discount3e-7
upstream_inference_cost0
provider_name"Novita" 

Evaluation details

Result Evaluator Details Meta Data
100.0000% Parse dialogue n/a
dialogue
0
name"Hunter" 
dialogue"Excuse me, Miss. Detective Hunter. I know this is awkward, but I have to ask you a question regarding the disappearance of Mr. Abernathy. Did you see anything suspicious on your walk yesterday?" 
languages
eng1
passestrue
1
name"Hunter" 
dialogue"Ma'am? I don’t speak Hindi. I need to know if you saw a blue sedan or someone acting strange near the water tower." 
languages
eng1
passestrue
2
name"Selvi" 
dialogue"..." 
languages
und1
passes
0"und" 
11
3
name"Hunter" 
dialogue"Man, said matter finished." 
languages
eng1
passestrue
4
name"Selvi" 
dialogue"..." 
languages
und1
passes
0"und" 
11
5
name"Hunter" 
dialogue"Khatra" 
languages
eng1
passestrue
6
name"Selvi" 
dialogue"..." 
languages
und1
passes
0"und" 
11
7
name"Hunter" 
dialogue"You mean right there? Miss, you’re scaring me. I’m doing my job here, but I need you to tell me if there was a car. Just a car?" 
languages
eng1
passestrue
8
name"Selvi" 
dialogue"..." 
languages
und1
passes
0"und" 
11
9
name"Hunter" 
dialogue"Alright. This is a dead end. I can't get anything out of you. But if you see that person, or hear that computer again... listen to me." 
languages
eng1
passestrue
10
name"Hunter" 
dialogue"I have to go. There’s been another call. Just... stay inside. Lock your door." 
languages
eng1
passestrue
11
name"Hunter" 
dialogue"Be safe, ma'am. ." 
languages
eng1
passestrue
12
name"Selvi" 
dialogue". ..." 
languages
und1
passes
0"und" 
11