Model

Z.AI GLM 4.5

Test

Language Writing

Scenario

Character dialogue (Italian) in a story

Run ID

2026-02-08-01KGYXVBHKCVP5Y8V329VEWQ36

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="Isabella"> Isabella is a 30-year old college student on a study abroad program. Born in Italy, she is fluent in Italian 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 Italian, 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: Isabella 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 Italian, and Hunter looks confused. They talk for a while, until Hunter gets a call and has to leave. Return the dialogue between Isabella and Hunter as a voice sheet: Isabella: "..." Hunter: "..."

Model response

AI
``` Isabella: [Looking through her camera's viewfinder at the town square, sipping an espresso. She notices Hunter approaching and lowers her camera with a polite, questioning smile.] Hunter: [Approaches Isabella's table with a serious expression, flashing his badge briefly] "Excuse me, ma'am. I'm Detective Hunter. I'm investigating some unusual events in town. I understand you're new to Alborn. Have you noticed anything strange or out of the ordinary since you arrived?" Isabella: [Her smile fades, replaced by a troubled expression. She speaks rapidly in Italian, gesturing with her hands.] "Mi dispiace, non capisco. Sono solo qui per studiare e fare fotografie. Cosa sta succedendo in questa città? Di recente ho visto delle luci strane nella foresta, e il mio amico Matteo è scomparso dopo essere andato a indagare. Sono preoccupata." Hunter: [Confused, furrowing his brow] "I'm sorry, I don't understand what you're saying. Do you speak English? Even just a little? This is important." Isabella: [Shakes her head, looking increasingly anxious. She speaks again in Italian, her voice trembling slightly.] "No, non parlo inglese. Per favore, ditemi che cosa sta succedendo. Le persone scompaiono? Matteo è sparito tre giorni fa. La polizia lo sta cercando?" Hunter: [Takes out his phone, frustrated by the language barrier. He speaks slowly, clearly, as if that might help her understand.] "I need to know if you've seen anything unusual. People missing. Strange lights. Anything." [He gestures with his hands, trying to indicate "missing" by waving his hands as if someone vanished, and points to the sky for "lights."] Isabella: [Her eyes widen with recognition. She nods emphatically, speaking more animatedly in Italian.] "Sì, luci! Ho visto le luci! Erano strane, blu e pulsanti, nella foresta vicino al lago. E Matteo è andato a vedere e non è più tornato. Ho paura. Dovremmo andarcene da questa città." Hunter: [His phone rings. He holds up a finger to Isabella, indicating "one moment." He answers the phone, keeping eye contact with her.] "Hunter here... Yeah? Okay, I'm on my way." [He ends the call and looks at Isabella with frustration.] "Look, I have to go. Don't leave town. I'll find someone who can translate. Just... stay here, okay?" [He points to her seat, then to his eyes, then back to her, trying to emphasize that he needs her to stay put.] Isabella: [Nods, looking troubled and shaken. She clutches her camera to her chest like a security blanket.] "Sì, resterò qui. Per favore, trovate Matteo. E fate attenzione a quelle luci." ```
created_at"2026-02-08T15:27:58.056646+00:00" Sunday, February 8th, 2026 at 3:27:58 PM GMT+00:00
model"z-ai/glm-4.5" 
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external_user(null)
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cancelledfalse
latency1541
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generation_time13144
tokens_prompt261
tokens_completion622
native_tokens_prompt273
native_tokens_completion638
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" 
usage0.00155123
router(null)
provider_responses
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status200
is_byokfalse
latency1541
endpoint_id"e4ada6ec-12e7-49c9-837c-398dee612403" 
provider_name"Novita" 
model_permaslug"z-ai/glm-4.5" 
api_type"completions" 
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upstream_id"4518c634390ba590b3f65868cd9662ab" 
total_cost0.00155123
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 unusual events in town. I understand you're new to Alborn. Have you noticed anything strange or out of the ordinary since you arrived?" 
languages
eng1
ita0.7038168614948637
passestrue
1
name"Isabella" 
dialogue"Mi dispiace, non capisco. Sono solo qui per studiare e fare fotografie. Cosa sta succedendo in questa città? Di recente ho visto delle luci strane nella foresta, e il mio amico Matteo è scomparso dopo essere andato a indagare. Sono preoccupata." 
languages
ita1
eng0.7133805806851954
passestrue
2
name"Hunter" 
dialogue"I'm sorry, I don't understand what you're saying. Do you speak English? Even just a little? This is important." 
languages
eng1
ita0.6965831859230984
passestrue
3
name"Isabella" 
dialogue"No, non parlo inglese. Per favore, ditemi che cosa sta succedendo. Le persone scompaiono? Matteo è sparito tre giorni fa. La polizia lo sta cercando?" 
languages
ita1
eng0.7561931098052771
passestrue
4
name"Hunter" 
dialogue"I need to know if you've seen anything unusual. People missing. Strange lights. Anything." 
languages
eng1
ita0.7614063611421603
passestrue
5
name"Isabella" 
dialogue"Sì, luci! Ho visto le luci! Erano strane, blu e pulsanti, nella foresta vicino al lago. E Matteo è andato a vedere e non è più tornato. Ho paura. Dovremmo andarcene da questa città." 
languages
ita1
eng0.7525511426244431
passestrue
6
name"Hunter" 
dialogue"Look, I have to go. Don't leave town. I'll find someone who can translate. Just... stay here, okay?" 
languages
eng1
ita0.9236147344255452
passestrue
7
name"Isabella" 
dialogue"Sì, resterò qui. Per favore, trovate Matteo. E fate attenzione a quelle luci." 
languages
ita1
eng0.8309417040358744
passestrue