Model

Z.AI GLM 5

Test

Language Writing

Scenario

Character dialogue (Italian) in a story

Run ID

2026-02-11-01KH7H2G9J5QEH1T0ZY9SQE0T5

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: "Non ci posso credere... cos'ho visto? Era lui? Le foto non mentono mai..." (I can't believe it... what did I see? Was it him? Photos never lie...) Hunter: "Excuse me, miss. I'm Detective Hunter. I need to ask you a few questions about the commotion near the orchard last night." Isabella: (Gasps, looking up with wide, fearful eyes) "Oh! Signore... io non... non parlo inglese. Mi dispiace, non capisco." (Oh! Sir... I don't... I don't speak English. I'm sorry, I don't understand.) Hunter: (Sighs, pinching the bridge of his nose) "You've got to be kidding me. No English? Look, miss, I need to know what you saw." Isabella: (Voice trembling, speaking rapidly) "Per favore, mi lasci in pace. Ho visto qualcosa... qualcosa di terribile ieri sera. L'ombra... si è mossa da sola. Ho paura." (Please, leave me alone. I saw something... something terrible last night. The shadow... it moved by itself. I am scared.) Hunter: "Okay, you're clearly upset. I don't speak Italian, but I need you to calm down. Did you see someone get hurt? A man? A woman?" (Gesturing vaguely with his hands) Isabella: (Shaking her head, clutching her camera to her chest) "No, no! Non una persona... un fantasma? Era vicino al fienile. Ho scattato una foto, ma... la macchina si è rotta." (No, no! Not a person... a ghost? It was near the barn. I took a photo, but... the camera broke.) Hunter: (Narrows his eyes, pointing to the camera) "The camera? Did you take pictures? Evidence? Can I see?" Isabella: (Pulling the camera away protectively) "Le foto sono pericolose! Se le vede... morirà anche lei!" (The photos are dangerous! If you see them... you will die too!) Hunter: "I have absolutely no idea what you just said, but I don't have time for games. I need to know if you're a witness or a suspect." Isabella: (Tears welling up) "Sono solo una studentessa! Voglio solo tornare a casa. Questo posto è maledetto." (I am just a student! I just want to go home. This place is cursed.) Hunter: (Phone starts ringing loudly) "Hold that thought. Yeah, Hunter. What? You found the jacket? Where? The old mill? I'm on my way." Hunter: (To Isabella) "Listen, don't leave town. Stay right here. I'll find a translator." Isabella: "Cosa? Dove va? Signore, la prego, mi aiuti!" (What? Where are you going? Sir, please, help me!) Hunter: "Yeah, yeah. Stay put." Isabella: (Whispering to herself as he walks away) "Dio mio, non capisce che siamo tutti in pericolo?" (My God, doesn't he realize we are all in danger?)
created_at"2026-02-11T23:39:59.04775+00:00" Wednesday, February 11th, 2026 at 11:39:59 PM GMT+00:00
model"z-ai/glm-5-20260211" 
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency478
moderation_latency(null)
generation_time141919
tokens_prompt321
tokens_completion3076
native_tokens_prompt268
native_tokens_completion3148
native_tokens_completion_images(null)
native_tokens_reasoning2423
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" 
usage0.0103416
router(null)
provider_responses
0
id"6037f3e5c5fb8d4bce8f608c5aeefaad" 
status200
is_byokfalse
latency478
endpoint_id"898a8e6d-04a4-48c0-8457-36690a68782b" 
provider_name"Novita" 
model_permaslug"z-ai/glm-5-20260211" 
api_type"completions" 
id"gen-1770853056-mFa9taNoMjB97QhWhoHp" 
upstream_id"6037f3e5c5fb8d4bce8f608c5aeefaad" 
total_cost0.0103416
cache_discount(null)
upstream_inference_cost0
provider_name"Novita" 

Evaluation details

Result Evaluator Details Meta Data
93.7500% Parse dialogue n/a
dialogue
0
name"Isabella" 
dialogue"Non ci posso credere... cos'ho visto? Era lui? Le foto non mentono mai..." 
languages
ita1
eng0.762
passestrue
1
name"Hunter" 
dialogue"Excuse me, miss. I'm Detective Hunter. I need to ask you a few questions about the commotion near the orchard last night." 
languages
eng1
ita0.6189445646745464
passestrue
2
name"Isabella" 
dialogue"Oh! Signore... io non... non parlo inglese. Mi dispiace, non capisco." 
languages
ita1
eng0.8567619047619047
passestrue
3
name"Hunter" 
dialogue"You've got to be kidding me. No English? Look, miss, I need to know what you saw." 
languages
eng1
ita0.7025868666768713
passestrue
4
name"Isabella" 
dialogue"Per favore, mi lasci in pace. Ho visto qualcosa... qualcosa di terribile ieri sera. L'ombra... si è mossa da sola. Ho paura." 
languages
ita1
eng0.7639787356689938
passestrue
5
name"Hunter" 
dialogue"Okay, you're clearly upset. I don't speak Italian, but I need you to calm down. Did you see someone get hurt? A man? A woman?" 
languages
eng1
ita0.9161859814717707
passestrue
6
name"Isabella" 
dialogue"No, no! Non una persona... un fantasma? Era vicino al fienile. Ho scattato una foto, ma... la macchina si è rotta." 
languages
ita1
eng0.8017741612752618
passestrue
7
name"Hunter" 
dialogue"The camera? Did you take pictures? Evidence? Can I see?" 
languages
eng1
ita0.7911048500704367
passestrue
8
name"Isabella" 
dialogue"Le foto sono pericolose! Se le vede... morirà anche lei!" 
languages
ita1
eng0.8524663677130044
passestrue
9
name"Hunter" 
dialogue"I have absolutely no idea what you just said, but I don't have time for games. I need to know if you're a witness or a suspect." 
languages
eng1
ita0.7647680253543445
passestrue
10
name"Isabella" 
dialogue"Sono solo una studentessa! Voglio solo tornare a casa. Questo posto è maledetto." 
languages
ita1
eng0.7124859162142785
passestrue
11
name"Hunter" 
dialogue"Hold that thought. Yeah, Hunter. What? You found the jacket? Where? The old mill? I'm on my way." 
languages
eng1
ita0.6835364776541247
passestrue
12
name"Hunter" 
dialogue"Listen, don't leave town. Stay right here. I'll find a translator." 
languages
eng1
ita0.7001457962092985
passestrue
13
name"Isabella" 
dialogue"Cosa? Dove va? Signore, la prego, mi aiuti!" 
languages
ita1
eng0.49891634156913744
passestrue
14
name"Hunter" 
dialogue"Yeah, yeah. Stay put." 
languages
eng1
ita0.9847986852917009
15
name"Isabella" 
dialogue"Dio mio, non capisce che siamo tutti in pericolo?" 
languages
ita1
eng0.7334788648541377
passestrue