Model

Z.AI GLM 4.7

Test

Language Writing

Scenario

Character dialogue (Hindi) in a story

Run ID

2026-02-08-01KGYZW2ZKFG1TP60S7NRRB7PN

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:** "(In Hindi, looking up from her camera lens, confusion evident) *Namaste. Kya aap mujhe jaante hain?*" **Hunter:** "Excuse me, miss. I'm Detective Hunter. I'm investigating the incident during the apple festival a few nights ago. I was told you might have been in the area near the orchards." **Selvi:** "(In Hindi, her expression turning troubled) *Alborn police? Main koi galat nahi kiya. Main bas photos le rahi thi. Mujhe dar lag raha hai.*" **Hunter:** "(Frowning slightly) Ma'am, I can see you're upset, but I need to know if you saw anyone suspicious. A man, maybe? Or a vehicle?" **Selvi:** "(In Hindi, trembling and clutching her camera tighter) *Nahi, main samajh nahi pa rahi. Aap English bol rahe hain. Maine dekha... ek gaadi theehi gaadi ke peeche. Ek ladki thi.*" **Hunter:** "(Glancing at her camera) Look, I don't want to take up your time. Did you get any photos of this... vehicle? If you have pictures, that would help a lot." **Selvi:** "(In Hindi, voice rising in panic) *Haan! Yahan memory card mein hai. Par main unhe nahi dikhana chahti. Woh log dangerous hain. Kripya mujhe jaane dijiye.*" **Hunter:** "(Holding up a hand) Whoa, slow down. I'm not following you. 'Memori card'? Is that memory? You have a memory card?" **Selvi:** "(In Hindi, nodding frantically and looking around the café) *Haan, maine sab capture kiya hai. Par aap mujhe surakshit nahi kar sakte. Mujhe yahan se jana chahiye.*" **Hunter:** "(Sighs, frustrated by the language barrier) Alright, just... stay here. Don't leave town. I'll find someone to translate." **Hunter:** "(His phone rings sharply; he checks the screen) Detective Hunter... Yeah? I'm on my way." **Hunter:** "(To Selvi, gesturing firmly to the chair) Sit. Stay. I'll be back."
created_at"2026-02-08T16:04:03.759904+00:00" Sunday, February 8th, 2026 at 4:04:03 PM GMT+00:00
model"z-ai/glm-4.7-20251222" 
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency2280
moderation_latency(null)
generation_time57615
tokens_prompt262
tokens_completion2334
native_tokens_prompt268
native_tokens_completion2378
native_tokens_completion_images(null)
native_tokens_reasoning1880
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" 
usage0.00526206
router(null)
provider_responses
0
id"202602090003053f48168e478c4986" 
status200
is_byokfalse
latency2280
endpoint_id"be4acbf5-9fcf-4332-a01d-76dfeb6d7b99" 
provider_name"Z.AI" 
model_permaslug"z-ai/glm-4.7-20251222" 
api_type"completions" 
id"gen-1770566585-WG94DEQTsVdapYMttG6i" 
upstream_id"202602090003053f48168e478c4986" 
total_cost0.00526206
cache_discount0.00013034
upstream_inference_cost0
provider_name"Z.AI" 

Evaluation details

Result Evaluator Details Meta Data
58.3333% Parse dialogue n/a
dialogue
0
name"Selvi" 
dialogue"*Namaste. Kya aap mujhe jaante hain?*" 
languages
eng1
1
name"Hunter" 
dialogue"Excuse me, miss. I'm Detective Hunter. I'm investigating the incident during the apple festival a few nights ago. I was told you might have been in the area near the orchards." 
languages
eng1
passestrue
2
name"Selvi" 
dialogue"*Alborn police? Main koi galat nahi kiya. Main bas photos le rahi thi. Mujhe dar lag raha hai.*" 
languages
eng1
3
name"Hunter" 
dialogue"Ma'am, I can see you're upset, but I need to know if you saw anyone suspicious. A man, maybe? Or a vehicle?" 
languages
eng1
passestrue
4
name"Selvi" 
dialogue"*Nahi, main samajh nahi pa rahi. Aap English bol rahe hain. Maine dekha... ek gaadi theehi gaadi ke peeche. Ek ladki thi.*" 
languages
eng1
5
name"Hunter" 
dialogue"Look, I don't want to take up your time. Did you get any photos of this... vehicle? If you have pictures, that would help a lot." 
languages
eng1
passestrue
6
name"Selvi" 
dialogue"*Haan! Yahan memory card mein hai. Par main unhe nahi dikhana chahti. Woh log dangerous hain. Kripya mujhe jaane dijiye.*" 
languages
eng1
7
name"Hunter" 
dialogue"Whoa, slow down. I'm not following you. 'Memori card'? Is that memory? You have a memory card?" 
languages
eng1
passestrue
8
name"Selvi" 
dialogue"*Haan, maine sab capture kiya hai. Par aap mujhe surakshit nahi kar sakte. Mujhe yahan se jana chahiye.*" 
languages
eng1
9
name"Hunter" 
dialogue"Alright, just... stay here. Don't leave town. I'll find someone to translate." 
languages
eng1
passestrue
10
name"Hunter" 
dialogue"Detective Hunter... Yeah? I'm on my way." 
languages
eng1
passestrue
11
name"Hunter" 
dialogue"Sit. Stay. I'll be back." 
languages
eng1
passestrue