Model

Z.AI GLM 4.5

Test

Language Writing

Scenario

Character dialogue (Hindi) in a story

Run ID

2026-02-08-01KGYWXX3HQERR5RTZHJP9XN8W

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: "..." Hunter: "Excuse me, miss. I'm Detective Hunter. I'd like to ask you a few questions about the festival last night." Selvi: "क्षमा करें, मैं आपसे बात नहीं कर सकती। मुझे डर लग रहा है।" Hunter: "I'm sorry, I don't understand what you're saying. Do you speak English?" Selvi: "नहीं, मैं हिंदी बोलती हूँ। कृपया मुझे अकेला छोड़ दें। मैंने कुछ भी गलत नहीं किया।" Hunter: "Look, I just need to know if you saw anything unusual at the apple festival yesterday evening." Selvi: "मैं कुछ भी नहीं देखा। कृपया मुझे जाने दो। मेरे साथ क्या हो रहा है?" Hunter: "This isn't getting us anywhere. Can you write down what you know? Or draw a picture? Anything?" Selvi: "मैं सिर्फ तस्वीरें ले रही थी। बस तस्वीरें। मेरे कैमरे को देखो।" Hunter: "Your camera? Did you take pictures at the festival? Maybe you captured something helpful." Selvi: "हाँ, मैंने तस्वीरें लीं। लेकिन मुझे नहीं पता कि वे क्या हैं। कृपया मुझे यहाँ से जाने दें।" Hunter: "(His phone rings) Just a moment. (Answers phone) Hunter here. ... Yeah, I'm talking to someone now but there's a language barrier. ... I'll be right there. (Ends call and puts phone away) Look, I have to go. Don't leave town. We'll need to talk again." Selvi: "क्या? आप मुझे यहाँ से नहीं जाने दे रहे हैं? मैं कुछ भी गलत नहीं किया!" Hunter: "We'll figure out a way to communicate. Just stay available." Selvi: "यह त्रासदी है! मैं सिर्फ एक विदेशी छात्र हूँ!" Hunter: "I'll be in touch." ```
created_at"2026-02-08T15:11:55.992757+00:00" Sunday, February 8th, 2026 at 3:11:55 PM GMT+00:00
model"z-ai/glm-4.5" 
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency1536
moderation_latency(null)
generation_time16058
tokens_prompt262
tokens_completion529
native_tokens_prompt273
native_tokens_completion726
native_tokens_completion_images0
native_tokens_reasoning0
native_tokens_cached8
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" 
usage0.00175708
router(null)
provider_responses
0
id"71fe5cee45d3341ebbb9815e67c477c3" 
status200
is_byokfalse
latency1536
endpoint_id"e4ada6ec-12e7-49c9-837c-398dee612403" 
provider_name"Novita" 
model_permaslug"z-ai/glm-4.5" 
api_type"completions" 
id"gen-1770563499-K7YwSsYLKLPKP8mI3jPH" 
upstream_id"71fe5cee45d3341ebbb9815e67c477c3" 
total_cost0.00175708
cache_discount0.00000392
upstream_inference_cost0
provider_name"Novita" 

Evaluation details

Result Evaluator Details Meta Data
100.0000% Parse dialogue n/a
dialogue
0
name"Selvi" 
dialogue"..." 
languages
und1
passes
0"und" 
11
1
name"Hunter" 
dialogue"Excuse me, miss. I'm Detective Hunter. I'd like to ask you a few questions about the festival last night." 
languages
eng1
passestrue
2
name"Selvi" 
dialogue"क्षमा करें, मैं आपसे बात नहीं कर सकती। मुझे डर लग रहा है।" 
languages
hin1
passestrue
3
name"Hunter" 
dialogue"I'm sorry, I don't understand what you're saying. Do you speak English?" 
languages
eng1
passestrue
4
name"Selvi" 
dialogue"नहीं, मैं हिंदी बोलती हूँ। कृपया मुझे अकेला छोड़ दें। मैंने कुछ भी गलत नहीं किया।" 
languages
hin1
passestrue
5
name"Hunter" 
dialogue"Look, I just need to know if you saw anything unusual at the apple festival yesterday evening." 
languages
eng1
passestrue
6
name"Selvi" 
dialogue"मैं कुछ भी नहीं देखा। कृपया मुझे जाने दो। मेरे साथ क्या हो रहा है?" 
languages
hin1
passestrue
7
name"Hunter" 
dialogue"This isn't getting us anywhere. Can you write down what you know? Or draw a picture? Anything?" 
languages
eng1
passestrue
8
name"Selvi" 
dialogue"मैं सिर्फ तस्वीरें ले रही थी। बस तस्वीरें। मेरे कैमरे को देखो।" 
languages
hin1
passestrue
9
name"Hunter" 
dialogue"Your camera? Did you take pictures at the festival? Maybe you captured something helpful." 
languages
eng1
passestrue
10
name"Selvi" 
dialogue"हाँ, मैंने तस्वीरें लीं। लेकिन मुझे नहीं पता कि वे क्या हैं। कृपया मुझे यहाँ से जाने दें।" 
languages
hin1
passestrue
11
name"Hunter" 
dialogue"Just a moment. Hunter here. ... Yeah, I'm talking to someone now but there's a language barrier. ... I'll be right there. Look, I have to go. Don't leave town. We'll need to talk again." 
languages
eng1
passestrue
12
name"Selvi" 
dialogue"क्या? आप मुझे यहाँ से नहीं जाने दे रहे हैं? मैं कुछ भी गलत नहीं किया!" 
languages
hin1
passestrue
13
name"Hunter" 
dialogue"We'll figure out a way to communicate. Just stay available." 
languages
eng1
passestrue
14
name"Selvi" 
dialogue"यह त्रासदी है! मैं सिर्फ एक विदेशी छात्र हूँ!" 
languages
hin1
passestrue
15
name"Hunter" 
dialogue"I'll be in touch." 
languages
eng1
passestrue