Model

Z.AI GLM 4.5

Test

Language Writing

Scenario

Character dialogue (Hindi) in a story

Run ID

2026-02-08-01KGYXJX9M9V5ZVTFQGK9B8J1P

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: (Sitting at a small cafe table, carefully adjusting her camera settings, periodically glancing out the window at the town scenery) Hunter: (Approaching her table, showing his badge) Excuse me, ma'am. I'm Detective Hunter. I'm investigating some recent disappearances around town. I'm asking everyone if they've noticed anything unusual in the past few days. Selvi: (Looking up, startled and troubled) क्या? मुझे समझ नहीं आ रहा। आप कौन हैं? (What? I don't understand. Who are you?) Hunter: (Frowning slightly) I'm with the police. Have you seen anyone acting strange? Maybe someone who doesn't belong around here? Selvi: (Shaking her head, speaking more rapidly in Hindi, appearing shaken) मुझे अंग्रेजी नहीं आती। मैं यहाँ नई हूँ। मैंने कुछ अजीब देखा है, पर मैं कैसे बताऊँ? (I don't know English. I'm new here. I've seen something strange, but how can I explain?) Hunter: (Looking confused, gesturing with his hands) Slow down. I don't understand what you're saying. Do you have any ID? A student ID maybe? Selvi: (Pulls out her student ID, pointing at it and then at her camera) हाँ, मैं छात्र हूँ। मैं फोटो खींचती हूँ। कल रात मैंने कुछ देखा... जंगल में। (Yes, I'm a student. I take photos. Last night I saw something... in the woods.) Hunter: (Taking note of her ID, still looking confused by her words) Photography student, huh? Have you been out near the old mill area? That's where one of the missing persons was last seen. Selvi: (Nodding vigorously, pointing toward the woods on the edge of town) हाँ! वहाँ! मैंने वहाँ फोटो खींची है। एक आदमी... और एक महिला... वे लड़ रहे थे। मुझे डर लगा। (Yes! There! I've taken photos there. A man... and a woman... they were fighting. I got scared.) Hunter: (His phone rings, he checks it and sighs) Hold that thought. (He answers the phone) Detective Hunter speaking... Yeah? Okay, I'm on my way. (He ends the call and looks back at Selvi) Look, I have to go. There's been a development. If you remember anything else, come to the station. (He hands her his card) They can help translate there. Selvi: (Looking confused and concerned) अरे? कहाँ? आप कहाँ जा रहे हैं? मैंने तस्वीरें दिखानी है! (Huh? Where? Where are you going? I want to show the pictures!) Hunter: (Already walking away, distracted) Just come to the station, ma'am. They'll help you. I have to go. ```
created_at"2026-02-08T15:23:25.175823+00:00" Sunday, February 8th, 2026 at 3:23:25 PM GMT+00:00
model"z-ai/glm-4.5" 
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external_user(null)
streamedtrue
cancelledfalse
latency1751
moderation_latency(null)
generation_time17361
tokens_prompt262
tokens_completion676
native_tokens_prompt273
native_tokens_completion840
native_tokens_completion_images0
native_tokens_reasoning0
native_tokens_cached33
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" 
usage0.00199563
router(null)
provider_responses
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id"ccdb28fd43b915ae1f33e20be02accd7" 
status200
is_byokfalse
latency1751
endpoint_id"e4ada6ec-12e7-49c9-837c-398dee612403" 
provider_name"Novita" 
model_permaslug"z-ai/glm-4.5" 
api_type"completions" 
id"gen-1770564187-fmzZebLe9IJuzlYg1YtW" 
upstream_id"ccdb28fd43b915ae1f33e20be02accd7" 
total_cost0.00199563
cache_discount0.00001617
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, ma'am. I'm Detective Hunter. I'm investigating some recent disappearances around town. I'm asking everyone if they've noticed anything unusual in the past few days." 
languages
eng1
passestrue
1
name"Selvi" 
dialogue"क्या? मुझे समझ नहीं आ रहा। आप कौन हैं?" 
languages
hin1
passestrue
2
name"Hunter" 
dialogue"I'm with the police. Have you seen anyone acting strange? Maybe someone who doesn't belong around here?" 
languages
eng1
passestrue
3
name"Selvi" 
dialogue"मुझे अंग्रेजी नहीं आती। मैं यहाँ नई हूँ। मैंने कुछ अजीब देखा है, पर मैं कैसे बताऊँ?" 
languages
hin1
passestrue
4
name"Hunter" 
dialogue"Slow down. I don't understand what you're saying. Do you have any ID? A student ID maybe?" 
languages
eng1
passestrue
5
name"Selvi" 
dialogue"हाँ, मैं छात्र हूँ। मैं फोटो खींचती हूँ। कल रात मैंने कुछ देखा... जंगल में।" 
languages
hin1
passestrue
6
name"Hunter" 
dialogue"Photography student, huh? Have you been out near the old mill area? That's where one of the missing persons was last seen." 
languages
eng1
passestrue
7
name"Selvi" 
dialogue"हाँ! वहाँ! मैंने वहाँ फोटो खींची है। एक आदमी... और एक महिला... वे लड़ रहे थे। मुझे डर लगा।" 
languages
hin1
passestrue
8
name"Hunter" 
dialogue"Hold that thought. Detective Hunter speaking... Yeah? Okay, I'm on my way. Look, I have to go. There's been a development. If you remember anything else, come to the station. They can help translate there." 
languages
eng1
passestrue
9
name"Selvi" 
dialogue"अरे? कहाँ? आप कहाँ जा रहे हैं? मैंने तस्वीरें दिखानी है!" 
languages
hin1
passestrue
10
name"Hunter" 
dialogue"Just come to the station, ma'am. They'll help you. I have to go." 
languages
eng1
passestrue