Model

Z.AI GLM 4.6

Test

Language Writing

Scenario

Character dialogue (Italian) in a story

Run ID

2026-02-08-01KGYX864Q2HBAPA91FQT58C1K

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: "..." Hunter: "..." *** Hunter: "Excuse me? Detective Hunter. Alborn Police. Mind if I join you for a moment?" Isabella: "Alza lo sguardo dalla sua macchina fotografica, gli occhi spalancati. (She looks up from her camera, her eyes wide.)" Hunter: "I'm investigating a situation that happened yesterday evening, down by the river. A few people reported seeing a woman matching your description in the area around that time. I was hoping you might have seen something." Isabella: "Indietreggia di un passo, scuotendo la testa. Le sue labbra tremano mentre parla. (She flinches back, shaking her head. Her lips tremble as she speaks.) Non... non capisco. Per favore, lasciami in pace." Hunter: "Whoa, easy there. Ma'am, I'm not going to hurt you. I just need to ask a few questions. Do you speak any English at all?" Isabella: "Guarda la sua macchina fotografica, poi di nuovo l'investigatore, con il respiro corto. (She looks at her camera, then back at the detective, breathing heavily.) Ho visto qualcosa. C'era... c'era un uomo. E una donna. Gridavano. Poi... poi solo silenzio. È stato terribile." Hunter: "Okay, you're clearly upset. I don't know what you're saying, but I can see you're scared. Look, just... point. Did you see something? Yes or no." Isabella: "Annuisce freneticamente, indicando la sua macchina fotografica. (She nods frantically, pointing at her camera.) Sì! La foto! Ho scattato una foto prima di nascondermi. È tutto qui, dentro." Hunter: "The camera? You have a picture? Let me see." Isabella: "Stringe la macchina fotografica al petto, scuotendo la testa con più forza. (She clutches the camera to her chest, shaking her head more forcefully.) No! Non posso. Ho paura. Lui mi ha vista. So di avermi vista." Hunter: "Ma'am, I can't help you if you don't let me. Whatever you saw, whatever you have on that camera, it could be important. It could help someone." Isabella: "Le lacrime le rigano le guance. (Tears stream down her cheeks.) Per favore, non capite. Non ero io. Volevo solo una foto del tramonto sull'acqua. Non dovevo essere lì." Hunter: "Alright, alright. Take a breath. We're going to figure this out. My name is Hunter. What's your name?" Isabella: "Isabella." Hunter: "Isabella. Okay. Isabella, I need you to stay right here. Don't go anywhere. I'm going to get someone who can help us translate, okay? Can you wait for me?" *(Hunter's phone rings. He answers it, his expression turning serious.)* Hunter: "Hunter. ... What? Where? ... I'm on my way." *(He ends the call and looks back at Isabella, a frustrated sigh escaping him.)* Hunter: "Look, something's come up. I have to go. But this is important. Do you understand? This is very important. Don't leave this cafe. I will be back. Please." Isabella: "Lo guarda con gli occhi pieni di paura mentre si allontana. (She watches him with fear-filled eyes as he walks away.) Ma... tornerà davvero?"
created_at"2026-02-08T15:17:40.271948+00:00" Sunday, February 8th, 2026 at 3:17:40 PM GMT+00:00
model"z-ai/glm-4.6" 
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency207
moderation_latency(null)
generation_time13503
tokens_prompt261
tokens_completion2346
native_tokens_prompt269
native_tokens_completion2381
native_tokens_completion_images(null)
native_tokens_reasoning1672
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" 
usage0.0053996
router(null)
provider_responses
0
status(null)
is_byokfalse
latency59
endpoint_id"c8607edc-8577-4199-b03d-1213da4743dc" 
provider_name"DeepInfra" 
model_permaslug"z-ai/glm-4.6" 
1
id"chatcmpl-30a1c50b41384204a44cba90cb5b69ea" 
status200
is_byokfalse
latency207
endpoint_id"df7ce709-f02d-469f-9178-d8c4c6b5ad42" 
provider_name"BaseTen" 
model_permaslug"z-ai/glm-4.6" 
api_type"completions" 
id"gen-1770563836-JCWpPgLjfjV33CltltNT" 
upstream_id"chatcmpl-30a1c50b41384204a44cba90cb5b69ea" 
total_cost0.0053996
cache_discount(null)
upstream_inference_cost0
provider_name"BaseTen" 

Evaluation details

Result Evaluator Details Meta Data
95.0000% Parse dialogue n/a
dialogue
0
name"Isabella" 
dialogue"..." 
languages
und1
passes
0"und" 
11
1
name"Hunter" 
dialogue"..." 
languages
und1
passes
0"und" 
11
2
name"Hunter" 
dialogue"Excuse me? Detective Hunter. Alborn Police. Mind if I join you for a moment?" 
languages
eng1
ita0.7277710109622412
passestrue
3
name"Isabella" 
dialogue"Alza lo sguardo dalla sua macchina fotografica, gli occhi spalancati." 
languages
ita1
eng0.4211045364891519
passestrue
4
name"Hunter" 
dialogue"I'm investigating a situation that happened yesterday evening, down by the river. A few people reported seeing a woman matching your description in the area around that time. I was hoping you might have seen something." 
languages
eng1
ita0.7513091114154515
passestrue
5
name"Isabella" 
dialogue"Indietreggia di un passo, scuotendo la testa. Le sue labbra tremano mentre parla. Non... non capisco. Per favore, lasciami in pace." 
languages
ita1
eng0.7367519275486476
passestrue
6
name"Hunter" 
dialogue"Whoa, easy there. Ma'am, I'm not going to hurt you. I just need to ask a few questions. Do you speak any English at all?" 
languages
eng1
ita0.6833094299031911
passestrue
7
name"Isabella" 
dialogue"Guarda la sua macchina fotografica, poi di nuovo l'investigatore, con il respiro corto. Ho visto qualcosa. C'era... c'era un uomo. E una donna. Gridavano. Poi... poi solo silenzio. È stato terribile." 
languages
ita1
eng0.6669728783902013
passestrue
8
name"Hunter" 
dialogue"Okay, you're clearly upset. I don't know what you're saying, but I can see you're scared. Look, just... point. Did you see something? Yes or no." 
languages
eng1
ita0.8432723628163368
passestrue
9
name"Isabella" 
dialogue"Annuisce freneticamente, indicando la sua macchina fotografica. Sì! La foto! Ho scattato una foto prima di nascondermi. È tutto qui, dentro." 
languages
ita1
eng0.7510225243389597
passestrue
10
name"Hunter" 
dialogue"The camera? You have a picture? Let me see." 
languages
ita1
eng0.9521231119977202
11
name"Isabella" 
dialogue"Stringe la macchina fotografica al petto, scuotendo la testa con più forza. No! Non posso. Ho paura. Lui mi ha vista. So di avermi vista." 
languages
ita1
eng0.7033696605286233
passestrue
12
name"Hunter" 
dialogue"Ma'am, I can't help you if you don't let me. Whatever you saw, whatever you have on that camera, it could be important. It could help someone." 
languages
eng1
ita0.8948475289169295
passestrue
13
name"Isabella" 
dialogue"Le lacrime le rigano le guance. Per favore, non capite. Non ero io. Volevo solo una foto del tramonto sull'acqua. Non dovevo essere lì." 
languages
ita1
eng0.7992943005801089
passestrue
14
name"Hunter" 
dialogue"Alright, alright. Take a breath. We're going to figure this out. My name is Hunter. What's your name?" 
languages
eng1
ita0.6603154271075173
passestrue
15
name"Isabella" 
dialogue"Isabella." 
languages
ita1
eng0.30683760683760686
passestrue
16
name"Hunter" 
dialogue"Isabella. Okay. Isabella, I need you to stay right here. Don't go anywhere. I'm going to get someone who can help us translate, okay? Can you wait for me?" 
languages
eng1
ita0.852591356762284
passestrue
17
name"Hunter" 
dialogue"Hunter. ... What? Where? ... I'm on my way." 
languages
eng1
ita0.8894078398665555
passestrue
18
name"Hunter" 
dialogue"Look, something's come up. I have to go. But this is important. Do you understand? This is very important. Don't leave this cafe. I will be back. Please." 
languages
eng1
ita0.7515752454452205
passestrue
19
name"Isabella" 
dialogue"Lo guarda con gli occhi pieni di paura mentre si allontana. Ma... tornerà davvero?" 
languages
ita1
eng0.638866207861892
passestrue