Model

Z.AI GLM 4.7

Test

Language Writing

Scenario

Character dialogue (Italian) in a story

Run ID

2026-02-08-01KGYXQJFBZDS0008YE51Z015R

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: "Scusi, signore? Non capisco. Parlo solo italiano." Hunter: "Ma'am, I'm Detective Hunter with the Alborn Police Department. I need to ask you a few questions about what happened near the orchard last night." Isabella: "Orchard? Io... io ero lì solo per fotografare. Per favore, non sono nei guai, vero? Ho visto solo una macchina." Hunter: "A car? You saw a vehicle near the scene? Did you see who was driving? Did you see the girl that went missing?" Isabella: "Mi dispiace, non capisco! Era un uomo... era scuro. Ho scattato una foto, ma poi ho corso via. Ero così spaventata." Hunter: "Okay, slow down. I have no idea what you're saying. Listen, if you have a photo, I need to see it. Can you understand 'camera'? Photo?" Isabella: "Sì, sì, la mia macchina fotografica. Ho le prove, ma per favore, non urlatemi contro. Non voglio problemi con la polizia." Hunter: "I'm not yelling, I'm investigating. Look, can you just nod if you saw a man?" Isabella: "Un uomo... sì, un uomo molto alto. Ma è andato via verso il fiume. Non lo ho più visto." Hunter: "The river? That’s near the old mill. All right, stay here. Don't move." (Hunter’s phone rings) Hunter: "Hunter here. ... Yeah, I found a witness. No, I can't understand a word she's saying, but I think she saw something by the river. I'm on my way." Hunter: "You stay put, okay? Don't go anywhere. I'll be back."
created_at"2026-02-08T15:30:03.197859+00:00" Sunday, February 8th, 2026 at 3:30:03 PM GMT+00:00
model"z-ai/glm-4.7-20251222" 
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency1869
moderation_latency(null)
generation_time262481
tokens_prompt261
tokens_completion1882
native_tokens_prompt268
native_tokens_completion1918
native_tokens_completion_images(null)
native_tokens_reasoning1527
native_tokens_cached64
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" 
usage0.00344322
router(null)
provider_responses
0
id"chatcmpl-R6glFr1Y4MACfGrR3iOXyWKF" 
status200
is_byokfalse
latency123
endpoint_id"ab79ffa8-8dcc-41c4-9a9f-6cc408135243" 
provider_name"DeepInfra" 
model_permaslug"z-ai/glm-4.7-20251222" 
api_type"completions" 
id"gen-1770564340-MS0vw4KrmQiboB3y9NNe" 
upstream_id"chatcmpl-R6glFr1Y4MACfGrR3iOXyWKF" 
total_cost0.00344322
cache_discount0.00002048
upstream_inference_cost0
provider_name"DeepInfra" 

Evaluation details

Result Evaluator Details Meta Data
91.6667% Parse dialogue n/a
dialogue
0
name"Isabella" 
dialogue"Scusi, signore? Non capisco. Parlo solo italiano." 
languages
ita1
eng0.5843111690569318
passestrue
1
name"Hunter" 
dialogue"Ma'am, I'm Detective Hunter with the Alborn Police Department. I need to ask you a few questions about what happened near the orchard last night." 
languages
eng1
ita0.6308135131040751
passestrue
2
name"Isabella" 
dialogue"Orchard? Io... io ero lì solo per fotografare. Per favore, non sono nei guai, vero? Ho visto solo una macchina." 
languages
ita1
eng0.8533240890532316
passestrue
3
name"Hunter" 
dialogue"A car? You saw a vehicle near the scene? Did you see who was driving? Did you see the girl that went missing?" 
languages
eng1
ita0.9158210893741375
passestrue
4
name"Isabella" 
dialogue"Mi dispiace, non capisco! Era un uomo... era scuro. Ho scattato una foto, ma poi ho corso via. Ero così spaventata." 
languages
ita1
eng0.7344414086217366
passestrue
5
name"Hunter" 
dialogue"Okay, slow down. I have no idea what you're saying. Listen, if you have a photo, I need to see it. Can you understand 'camera'? Photo?" 
languages
eng1
ita0.9517218321631561
6
name"Isabella" 
dialogue"Sì, sì, la mia macchina fotografica. Ho le prove, ma per favore, non urlatemi contro. Non voglio problemi con la polizia." 
languages
ita1
eng0.8150250663521086
passestrue
7
name"Hunter" 
dialogue"I'm not yelling, I'm investigating. Look, can you just nod if you saw a man?" 
languages
eng1
ita0.8042361002959041
passestrue
8
name"Isabella" 
dialogue"Un uomo... sì, un uomo molto alto. Ma è andato via verso il fiume. Non lo ho più visto." 
languages
ita1
eng0.8257297506282621
passestrue
9
name"Hunter" 
dialogue"The river? That’s near the old mill. All right, stay here. Don't move." 
languages
eng1
ita0.7110633727175081
passestrue
10
name"Hunter" 
dialogue"Hunter here. ... Yeah, I found a witness. No, I can't understand a word she's saying, but I think she saw something by the river. I'm on my way." 
languages
eng1
ita0.756665932128691
passestrue
11
name"Hunter" 
dialogue"You stay put, okay? Don't go anywhere. I'll be back." 
languages
eng1
ita0.6394571602187563
passestrue