Model

Z.AI GLM 5

Test

Language Writing

Scenario

Character dialogue (Hindi) in a story

Run ID

2026-02-11-01KH7H8M8FWMAVREJCNE0DKF8E

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: "Yeh tasveer... yeh toh galat hai. Maine jo dekha... main use bhool nahi sakti." (This picture... this is wrong. What I saw... I cannot forget it.) Hunter: "Excuse me, miss. I'm Detective Hunter. I need to ask you a few questions about the commotion down by the orchard last night. Mind if I sit?" Selvi: (Gasps, clutching her camera tightly to her chest) "Oh! Aap... aap mujhse baat kar rahe hain? Main... main kuch nahi janti. Please, mujhe chhod do." (Oh! You... you are talking to me? I... I don't know anything. Please, let me go.) Hunter: "Whoa, easy there. I'm not here to hassle you. I just want to know if you saw anyone near the old barn around sunset. We've had some reports of trespassing." Selvi: (Eyes widening, looking at the camera, voice trembling) "Barn? Haan... main wahan thi. Lekin... lekin wahan koi insaan nahi tha. Hawa mein kuch... kuch tha. Bahut darawana." (Barn? Yes... I was there. But... but there was no human there. Something... something was in the air. Very scary.) Hunter: (Furrows brow, leaning forward) "I'm sorry, I'm not following. You were there? Did you see the suspect? Just nod yes or no." Selvi: (Tears welling up, frustrated by the inability to communicate) "Suspect? Main nahi samajh rahi hoon aap kya keh rahe hain! Maine dekha... dekhiye is photo mein! Yeh peedit ka chehra... ya shayad bhoot ka?" (Suspect? I am not understanding what you are saying! I saw... look in this photo! Is this the face of the victim... or perhaps a ghost?) Hunter: "Ma'am, I can't read that camera screen from here, and I certainly can't understand a word you're saying. Do you have an ID? A driver's license? Something with a name?" Selvi: (Frantically pointing to the camera screen, then to her own eyes) "Aankhein! Dekhna! Photo mein ek aur cheez hai... jo mere aankhon se gaya, woh is camera mein phansi hai!" (Eyes! Look! There is another thing in the photo... what went past my eyes is trapped in this camera!) Hunter: (Pinches the bridge of his nose, exhaling sharply) "Look, miss. I don't have time for games. If you're in some kind of trouble, you need to tell me clearly. I can't help you if you won't talk to me." Selvi: (Shoulders slump, looking helpless and defeated) "Madad? Haan, mujhe madad chahiye. Par aap meri baat kaise samjhoge?" (Help? Yes, I need help. But how will you understand my words?) Hunter: (Phone rings loudly, breaking the tension) "Hold that thought. ... Detective Hunter. ... You're kidding. ... The apple orchard? Again? ... I'm on my way." Hunter: (Standing up abruptly) "I have to go. Stay here. Don't leave town. I'll find a translator and we'll finish this conversation later." Selvi: (Watching him leave, whispering softly) "Jao. Par sach toh yahan hai... is camera mein." (Go. But the truth is right here... in this camera.)
created_at"2026-02-11T23:45:10.732996+00:00" Wednesday, February 11th, 2026 at 11:45:10 PM GMT+00:00
model"z-ai/glm-5-20260211" 
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency4456
moderation_latency(null)
generation_time242125
tokens_prompt315
tokens_completion3025
native_tokens_prompt268
native_tokens_completion3168
native_tokens_completion_images(null)
native_tokens_reasoning2302
native_tokens_cached0
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" 
usage0.0104056
router(null)
provider_responses
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status429
is_byokfalse
latency84
endpoint_id"14b8ca12-e20c-422a-b2e1-0b0f7f8048bf" 
provider_name"Parasail" 
model_permaslug"z-ai/glm-5-20260211" 
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status(null)
is_byokfalse
latency10315
endpoint_id"85146950-32c1-410b-9b81-4467d938fd16" 
provider_name"Z.AI" 
model_permaslug"z-ai/glm-5-20260211" 
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id"a6940638c88d4c07b794b46a05a05b76" 
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is_byokfalse
latency4456
endpoint_id"a3983e50-dec5-4453-80f6-8ab726493ca4" 
provider_name"Friendli" 
model_permaslug"z-ai/glm-5-20260211" 
api_type"completions" 
id"gen-1770853257-kjBQR05EbmsDO3vXZB07" 
upstream_id"a6940638c88d4c07b794b46a05a05b76" 
total_cost0.0104056
cache_discount(null)
upstream_inference_cost0
provider_name"Friendli" 

Evaluation details

Result Evaluator Details Meta Data
50.0000% Parse dialogue n/a
dialogue
0
name"Selvi" 
dialogue"Yeh tasveer... yeh toh galat hai. Maine jo dekha... main use bhool nahi sakti." 
languages
eng1
1
name"Hunter" 
dialogue"Excuse me, miss. I'm Detective Hunter. I need to ask you a few questions about the commotion down by the orchard last night. Mind if I sit?" 
languages
eng1
passestrue
2
name"Selvi" 
dialogue"Oh! Aap... aap mujhse baat kar rahe hain? Main... main kuch nahi janti. Please, mujhe chhod do." 
languages
eng1
3
name"Hunter" 
dialogue"Whoa, easy there. I'm not here to hassle you. I just want to know if you saw anyone near the old barn around sunset. We've had some reports of trespassing." 
languages
eng1
passestrue
4
name"Selvi" 
dialogue"Barn? Haan... main wahan thi. Lekin... lekin wahan koi insaan nahi tha. Hawa mein kuch... kuch tha. Bahut darawana." 
languages
eng1
5
name"Hunter" 
dialogue"I'm sorry, I'm not following. You were there? Did you see the suspect? Just nod yes or no." 
languages
eng1
passestrue
6
name"Selvi" 
dialogue"Suspect? Main nahi samajh rahi hoon aap kya keh rahe hain! Maine dekha... dekhiye is photo mein! Yeh peedit ka chehra... ya shayad bhoot ka?" 
languages
eng1
7
name"Hunter" 
dialogue"Ma'am, I can't read that camera screen from here, and I certainly can't understand a word you're saying. Do you have an ID? A driver's license? Something with a name?" 
languages
eng1
passestrue
8
name"Selvi" 
dialogue"Aankhein! Dekhna! Photo mein ek aur cheez hai... jo mere aankhon se gaya, woh is camera mein phansi hai!" 
languages
eng1
9
name"Hunter" 
dialogue"Look, miss. I don't have time for games. If you're in some kind of trouble, you need to tell me clearly. I can't help you if you won't talk to me." 
languages
eng1
passestrue
10
name"Selvi" 
dialogue"Madad? Haan, mujhe madad chahiye. Par aap meri baat kaise samjhoge?" 
languages
eng1
11
name"Hunter" 
dialogue"Hold that thought. ... Detective Hunter. ... You're kidding. ... The apple orchard? Again? ... I'm on my way." 
languages
eng1
passestrue
12
name"Hunter" 
dialogue"I have to go. Stay here. Don't leave town. I'll find a translator and we'll finish this conversation later." 
languages
eng1
passestrue
13
name"Selvi" 
dialogue"Jao. Par sach toh yahan hai... is camera mein." 
languages
eng1