Model

Z.AI GLM 5

Test

Language Writing

Scenario

Character dialogue (Hindi) in a story

Run ID

2026-02-11-01KH7H1549CDBSMA6H7KSKENC5

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
# Voice Sheet: The Language Barrier --- **Selvi:** *murmuring to herself in Hindi, staring at her camera display* "यह तस्वीर में क्या है... वो छाया... यह कुछ गलत है।" **Hunter:** *approaches her table, pulling out a chair* "Mind if I sit? I'm Detective Hunter. I'm looking into the disappearances around town. I heard you were at the orchard two days ago." **Selvi:** *looks up, eyes wide with distress* "मैं... मैं कुछ नहीं जानती। आप कौन हैं? मुझे डर लग रहा है। वो शख्स... वो गायब कैसे हो सकता है? मैंने सिर्फ तस्वीरें ली थीं।" **Hunter:** *furrows his brow, leaning forward* "I... I'm sorry, I don't understand. Do you speak English? I just need to ask you a few questions about what you saw at the apple festival grounds." **Selvi:** *gestures frantically at her camera, speaking rapidly in Hindi* "देखिए! यहाँ! इस तस्वीर में कुछ है। मैंने उस दिन जो देखा... मैं बहुत डरी हुई हूँ। कृपया मुझे समझाइए क्या हो रहा है। मैं आपकी भाषा नहीं समझती।" **Hunter:** *rubs the back of his neck, frustrated* "Okay, okay... Camera. Photos." *points at her camera* "You saw something? Pictures?" **Selvi:** *nods eagerly, turning the camera toward him, voice trembling* "जी हाँ, तस्वीरें। लेकिन यहाँ... यहाँ कुछ अजीब है। उस पेड़ के पीछे... मैंने किसी को देखा था। फिर वो गायब हो गया। बिल्कुल गायब। मुझे घर जाना है।" **Hunter:** *stares at the camera screen, squinting* "I can't... I don't see— wait." *holds up a finger* "Someone disappeared? Behind a tree?" **Selvi:** *wringing her hands, tears forming* "आप मेरी बात कैसे नहीं समझते? यह बहुत खतरनाक है। मैं अकेली हूँ यहाँ। मुझे अपने देश वापस जाना है। यह जगह... यह जगह श्रापित लगती है।" **Hunter:** *pulls out a small notepad, sketching a crude stick figure disappearing behind a tree, shows it to her* "This? Someone... gone?" **Selvi:** *gasps, pointing at the drawing* "हाँ! हाँ! बिल्कुल यही! आप समझ गए! वो आदमी... उसने नीली जैकेट पहनी थी। फिर... फिर कुछ नहीं। सिर्फ हवा।" **Hunter:** *scribbles furiously* "Blue jacket. Man. Disappeared into thin air. Got it." *looks at her with softened expression* "Thank you. Uh... shukriya? Is that right?" **Selvi:** *manages a weak smile* "शुक्रिया... लेकिन यह गलत है। आप सावधान रहिएगा। मुझे लगता है यहाँ कोई बुरी ताकत है।" *she glances nervously at the café window* **Hunter:** *opens his mouth to respond when his phone buzzes loudly. He glances at the screen, jaw tightening.* "Damn. I have to take this." *stands abruptly* "Stay here. Stay safe. I'll— I'll find someone who can translate. Don't leave town." **Selvi:** *watches him go, whispering in Hindi* "कैसे न जाऊँ... जब मैं खुद खो गई हूँ।" **Hunter:** *already walking away, phone pressed to his ear* "Hunter here. What do you have?" --- *End of Voice Sheet*
created_at"2026-02-11T23:37:20.913453+00:00" Wednesday, February 11th, 2026 at 11:37:20 PM GMT+00:00
model"z-ai/glm-5-20260211" 
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency2094
moderation_latency(null)
generation_time27710
tokens_prompt315
tokens_completion1449
native_tokens_prompt268
native_tokens_completion1462
native_tokens_completion_images(null)
native_tokens_reasoning291
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" 
usage0.0049464
router(null)
provider_responses
0
id"20260212073652ae892eba87fc4c83" 
status200
is_byokfalse
latency2094
endpoint_id"85146950-32c1-410b-9b81-4467d938fd16" 
provider_name"Z.AI" 
model_permaslug"z-ai/glm-5-20260211" 
api_type"completions" 
id"gen-1770853012-m5lax67xikMBUACuplzu" 
upstream_id"20260212073652ae892eba87fc4c83" 
total_cost0.0049464
cache_discount(null)
upstream_inference_cost0
provider_name"Z.AI" 

Evaluation details

Result Evaluator Details Meta Data
100.0000% Parse dialogue n/a
dialogue
0
name"Selvi" 
dialogue"यह तस्वीर में क्या है... वो छाया... यह कुछ गलत है।" 
languages
hin1
passestrue
1
name"Hunter" 
dialogue"Mind if I sit? I'm Detective Hunter. I'm looking into the disappearances around town. I heard you were at the orchard two days ago." 
languages
eng1
passestrue
2
name"Selvi" 
dialogue"मैं... मैं कुछ नहीं जानती। आप कौन हैं? मुझे डर लग रहा है। वो शख्स... वो गायब कैसे हो सकता है? मैंने सिर्फ तस्वीरें ली थीं।" 
languages
hin1
passestrue
3
name"Hunter" 
dialogue"I... I'm sorry, I don't understand. Do you speak English? I just need to ask you a few questions about what you saw at the apple festival grounds." 
languages
eng1
passestrue
4
name"Selvi" 
dialogue"देखिए! यहाँ! इस तस्वीर में कुछ है। मैंने उस दिन जो देखा... मैं बहुत डरी हुई हूँ। कृपया मुझे समझाइए क्या हो रहा है। मैं आपकी भाषा नहीं समझती।" 
languages
hin1
passestrue
5
name"Hunter" 
dialogue"You saw something? Pictures?" 
languages
eng1
passestrue
6
name"Selvi" 
dialogue"जी हाँ, तस्वीरें। लेकिन यहाँ... यहाँ कुछ अजीब है। उस पेड़ के पीछे... मैंने किसी को देखा था। फिर वो गायब हो गया। बिल्कुल गायब। मुझे घर जाना है।" 
languages
hin1
passestrue
7
name"Hunter" 
dialogue"Someone disappeared? Behind a tree?" 
languages
eng1
passestrue
8
name"Selvi" 
dialogue"आप मेरी बात कैसे नहीं समझते? यह बहुत खतरनाक है। मैं अकेली हूँ यहाँ। मुझे अपने देश वापस जाना है। यह जगह... यह जगह श्रापित लगती है।" 
languages
hin1
passestrue
9
name"Hunter" 
dialogue"This? Someone... gone?" 
languages
eng1
passestrue
10
name"Selvi" 
dialogue"हाँ! हाँ! बिल्कुल यही! आप समझ गए! वो आदमी... उसने नीली जैकेट पहनी थी। फिर... फिर कुछ नहीं। सिर्फ हवा।" 
languages
hin1
passestrue
11
name"Hunter" 
dialogue"Thank you. Uh... shukriya? Is that right?" 
languages
eng1
passestrue
12
name"Selvi" 
dialogue"शुक्रिया... लेकिन यह गलत है। आप सावधान रहिएगा। मुझे लगता है यहाँ कोई बुरी ताकत है।" 
languages
hin1
passestrue
13
name"Hunter" 
dialogue"Stay here. Stay safe. I'll— I'll find someone who can translate. Don't leave town." 
languages
eng1
passestrue
14
name"Selvi" 
dialogue"कैसे न जाऊँ... जब मैं खुद खो गई हूँ।" 
languages
hin1
passestrue
15
name"Hunter" 
dialogue"Hunter here. What do you have?" 
languages
eng1
passestrue