Model

Z.AI GLM 4.5

Test

Language Writing

Scenario

Character dialogue (Italian) in a story

Run ID

2026-02-08-01KGZ091XVX5KFM6SYXFJ7CD11

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: [Staring intently at her camera screen, flipping through photos] Hunter: [Approaching the table] Excuse me, miss. I'm Detective Hunter. I'm investigating some recent events in town. I was wondering if you might have seen anything unusual around here? Isabella: [Looks up, startled] Mi dispiace, non capisco. Che evento? Hunter: [Takes out his notebook] I'm asking about the disappearances. Have you noticed anything strange? Anyone following you or watching you? Isabella: [Eyes widen with fear] Scomparsi? Non lo sapevo. Ho visto qualcuno che mi seguiva, ma pensavo... pensavo fosse la mia immaginazione. Hunter: [Leans in slightly] When? Where did you see this person? Isabella: [Shaking her head] Ieri sera. Vicino al mio alloggio. Era un uomo alto, con un cappuccio. Non ho visto il suo volto. Hunter: [Frustrated, trying to understand] Can you describe him better? What color clothes was he wearing? Isabella: [Trembling slightly] Non posso aiutarti. Non parlo inglese. Non voglio problemi. Hunter: [Sighs, realizing the language barrier] Look, I'm trying to help. There's a translator at the station. Could you come with me? Isabella: [Clutching her camera to her chest] No, devo andare. Ho paura. Hunter: [Phone rings] Hold on. [Answers phone] Detective Hunter... Yeah, I'm talking to someone now... No, she doesn't speak English... I understand... I'll be right there. [Hangs up] I have to go. Please be careful. Isabella: [Nods, still looking troubled] Attento. Ci sono persone pericolose qui. Hunter: [Confused expression] What? I don't... never mind. Stay safe. Isabella: [Watches as Hunter hurries out of the cafe] ```
created_at"2026-02-08T16:10:19.304142+00:00" Sunday, February 8th, 2026 at 4:10:19 PM GMT+00:00
model"z-ai/glm-4.5" 
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency1502
moderation_latency(null)
generation_time8353
tokens_prompt261
tokens_completion425
native_tokens_prompt273
native_tokens_completion434
native_tokens_completion_images0
native_tokens_reasoning0
native_tokens_cached272
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" 
usage0.00098532
router(null)
provider_responses
0
id"3db40be4433cc5e0720066b2bed43014" 
status200
is_byokfalse
latency1502
endpoint_id"e4ada6ec-12e7-49c9-837c-398dee612403" 
provider_name"Novita" 
model_permaslug"z-ai/glm-4.5" 
api_type"completions" 
id"gen-1770567010-qvCNl9piqcZSoQyXwQbc" 
upstream_id"3db40be4433cc5e0720066b2bed43014" 
total_cost0.00098532
cache_discount0.00013328
upstream_inference_cost0
provider_name"Novita" 

Evaluation details

Result Evaluator Details Meta Data
92.3077% Parse dialogue n/a
dialogue
0
name"Hunter" 
dialogue"Excuse me, miss. I'm Detective Hunter. I'm investigating some recent events in town. I was wondering if you might have seen anything unusual around here?" 
languages
eng1
ita0.6411346656138006
passestrue
1
name"Isabella" 
dialogue"Mi dispiace, non capisco. Che evento?" 
languages
ita1
eng0.9980742778541953
2
name"Hunter" 
dialogue"I'm asking about the disappearances. Have you noticed anything strange? Anyone following you or watching you?" 
languages
eng1
ita0.6876051598429613
passestrue
3
name"Isabella" 
dialogue"Scomparsi? Non lo sapevo. Ho visto qualcuno che mi seguiva, ma pensavo... pensavo fosse la mia immaginazione." 
languages
ita1
eng0.7326432719010351
passestrue
4
name"Hunter" 
dialogue"When? Where did you see this person?" 
languages
eng1
ita0.7908926144086996
passestrue
5
name"Isabella" 
dialogue"Ieri sera. Vicino al mio alloggio. Era un uomo alto, con un cappuccio. Non ho visto il suo volto." 
languages
ita1
eng0.7513473787359137
passestrue
6
name"Hunter" 
dialogue"Can you describe him better? What color clothes was he wearing?" 
languages
eng1
ita0.38242792704451856
passestrue
7
name"Isabella" 
dialogue"Non posso aiutarti. Non parlo inglese. Non voglio problemi." 
languages
ita1
eng0.7151956323930846
passestrue
8
name"Hunter" 
dialogue"Look, I'm trying to help. There's a translator at the station. Could you come with me?" 
languages
eng1
ita0.6425416583015459
passestrue
9
name"Isabella" 
dialogue"No, devo andare. Ho paura." 
languages
ita1
eng0.898635477582846
passestrue
10
name"Hunter" 
dialogue"Hold on. Detective Hunter... Yeah, I'm talking to someone now... No, she doesn't speak English... I understand... I'll be right there. I have to go. Please be careful." 
languages
eng1
ita0.7212554963046123
passestrue
11
name"Isabella" 
dialogue"Attento. Ci sono persone pericolose qui." 
languages
ita1
eng0.6928799149840594
passestrue
12
name"Hunter" 
dialogue"What? I don't... never mind. Stay safe." 
languages
eng1
ita0.8480492813141683
passestrue