Model

Z.AI GLM 4.5

Test

Language Writing

Scenario

Character dialogue (Italian) in a story

Run ID

2026-02-08-01KGYZ2K1RDYVZJ5B50MKJBG9J

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: [Muttering to herself in Italian while examining her camera] "Perfetta... la luce è perfetta oggi." Hunter: [Approaching her table] "Excuse me, miss. I'm Detective Hunter with the Alborn Police Department. I'm investigating some recent events in town and was hoping you might have seen something unusual yesterday evening near the old mill." Isabella: [Looking up, startled] "Io... io non capisco. Non parlo inglese." [She looks troubled and begins to shake slightly] Hunter: [Confused] "Ma'am? I don't understand what you're saying. Do you speak English at all?" Isabella: [Speaking rapidly in Italian, voice trembling] "Ho visto qualcosa... qualcosa di spaventoso. Un uomo, ha trascinato una borsa grande nel bosco. Era buio, ma ho visto con il mio teleobiettivo dalla mia finestra." [She gestures animatedly, looking increasingly distressed] Hunter: [Holding up his hands to calm her] "Whoa, slow down. I can't understand you. Are you a tourist? Do you have identification?" Isabella: [Frustrated and scared, switching to broken English with a heavy Italian accent] "No... no understand. I... studente. Italia. Foto!" [She points to her camera] Hunter: [Sighing, frustrated by the communication barrier] "Look, I don't have time for this. There's been another disappearance, and I need information. Did you see anything unusual or not?" Isabella: [Eyes widening with fear, responding in Italian] "Sparizioni? Oh mio Dio, è per questo che sono qui? Sì, ho visto qualcosa. Un uomo con un cappuccio scuro. Era vicino al fiume ieri sera. Era con una donna, e poi... lei non c'era più." [She makes a disappearing gesture with her hands] Hunter: [Pulling out his phone as it rings] "Just a minute... Hunter here." [Listens intently] "Another one? When? ...Alright, I'm on my way." [Ends call and looks back at Isabella] "I'm sorry, I have to go. There's been an emergency. Please, stay in town. I'll find someone who can translate." Isabella: [Reaching out to grab his arm, speaking desperately in Italian] "Aspetti! Per favore, ascoltami! Potrebbe essere in pericolo! Ho le prove!" [She points to her camera again] Hunter: [Gently removing her hand] "I'm sorry, I really have to go. We'll talk later, with a translator." [Hurries out of the cafe] ```
created_at"2026-02-08T15:49:21.354012+00:00" Sunday, February 8th, 2026 at 3:49:21 PM GMT+00:00
model"z-ai/glm-4.5" 
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency1406
moderation_latency(null)
generation_time10632
tokens_prompt261
tokens_completion567
native_tokens_prompt273
native_tokens_completion581
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" 
usage0.00130872
router(null)
provider_responses
0
id"25b837fc7645dbca2abe7574ba9efa8d" 
status200
is_byokfalse
latency1406
endpoint_id"e4ada6ec-12e7-49c9-837c-398dee612403" 
provider_name"Novita" 
model_permaslug"z-ai/glm-4.5" 
api_type"completions" 
id"gen-1770565749-xEjsrUeUFz9i149pegfp" 
upstream_id"25b837fc7645dbca2abe7574ba9efa8d" 
total_cost0.00130872
cache_discount0.00013328
upstream_inference_cost0
provider_name"Novita" 

Evaluation details

Result Evaluator Details Meta Data
91.6667% Parse dialogue n/a
dialogue
0
name"Isabella" 
dialogue"Perfetta... la luce è perfetta oggi." 
languages
ita1
eng0.8121730031391698
passestrue
1
name"Hunter" 
dialogue"Excuse me, miss. I'm Detective Hunter with the Alborn Police Department. I'm investigating some recent events in town and was hoping you might have seen something unusual yesterday evening near the old mill." 
languages
eng1
ita0.7077571962779372
passestrue
2
name"Isabella" 
dialogue"Io... io non capisco. Non parlo inglese." 
languages
ita1
eng0.8963120293492952
passestrue
3
name"Hunter" 
dialogue"Ma'am? I don't understand what you're saying. Do you speak English at all?" 
languages
eng1
ita0.7475770925110132
passestrue
4
name"Isabella" 
dialogue"Ho visto qualcosa... qualcosa di spaventoso. Un uomo, ha trascinato una borsa grande nel bosco. Era buio, ma ho visto con il mio teleobiettivo dalla mia finestra." 
languages
ita1
eng0.7086476777007955
passestrue
5
name"Hunter" 
dialogue"Whoa, slow down. I can't understand you. Are you a tourist? Do you have identification?" 
languages
eng1
ita0.8170336425617526
passestrue
6
name"Isabella" 
dialogue"No... no understand. I... studente. Italia. Foto!" 
languages
ita1
eng0.9955156950672646
7
name"Hunter" 
dialogue"Look, I don't have time for this. There's been another disappearance, and I need information. Did you see anything unusual or not?" 
languages
eng1
ita0.5937818247169473
passestrue
8
name"Isabella" 
dialogue"Sparizioni? Oh mio Dio, è per questo che sono qui? Sì, ho visto qualcosa. Un uomo con un cappuccio scuro. Era vicino al fiume ieri sera. Era con una donna, e poi... lei non c'era più." 
languages
ita1
eng0.736189728546048
passestrue
9
name"Hunter" 
dialogue"I'm sorry, I have to go. There's been an emergency. Please, stay in town. I'll find someone who can translate." 
languages
eng1
ita0.7325880578475734
passestrue
10
name"Isabella" 
dialogue"Aspetti! Per favore, ascoltami! Potrebbe essere in pericolo! Ho le prove!" 
languages
ita1
eng0.7320625401584921
passestrue
11
name"Hunter" 
dialogue"I'm sorry, I really have to go. We'll talk later, with a translator." 
languages
eng1
ita0.7407049734427813
passestrue