Model

Z.AI GLM 4.7

Test

Language Writing

Scenario

Character dialogue (Italian) in a story

Run ID

2026-02-08-01KGYY0NPQVDW9GKT220HJZECR

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? Non capisco. Parlo solo italiano." *(Excuse me? I don't understand. I only speak Italian.)* **Hunter:** "Great. Just great. Look, I don't have time for a language lesson. I'm Detective Hunter. I need to know if you were down by the apple orchard yesterday evening." **Isabella:** (Clutching her camera strap tightly, eyes wide) "Il meleto? Sì, ero lì a fare fotografie del tramonto. Ma... è successo qualcosa di terribile lì." *(The apple orchard? Yes, I was there taking sunset photographs. But... something terrible happened there.)* **Hunter:** "Okay, you're saying 'apple orchard.' Good. Did you see anyone? A truck? Maybe a man arguing with someone?" **Isabella:** (Visibly trembling) "Ho visto una ombra. Ho scattato una foto, ma quando l'ho guardata... c'era qualcuno che guarda me. Era inquietante. Ho paura." *(I saw a shadow. I took a photo, but when I looked at it... there was someone watching me. It was disturbing. I am afraid.)* **Hunter:** "Shadow? Watching you? Ma'am, did you see the victim or not? This is a police investigation. If you have a photo, I need to see it." **Isabella:** "La polizia? No, non voglio problemi. Sono solo una studentessa. Perché è così aggressivo? Non capisco cosa vuole da me!" *(The police? No, I don't want trouble. I am just a student. Why are you so aggressive? I don't understand what you want from me!)* **Hunter:** "I'm not trying to scare you, but people are disappearing. Everything you say sounds like gibberish to me. Just... stay calm. Don't leave town." *(Hunter’s phone rings loudly. He checks the caller ID and grimaces.)* **Hunter:** (Into the phone) "Hunter here. ... Yeah? ... You found what? ... Damn it. I'm on my way." (To Isabella) "I have to go. Don't go far. We'll find someone who can translate this mess." **Isabella:** (Reaching out slightly) "Aspetti! Non andate via! Per favore, mi aiuti? Non mi sento al sicuro!" *(Wait! Don't go! Please, help me? I don't feel safe!)* **Hunter:** "Just stay put, ma'am."
created_at"2026-02-08T15:32:48.007567+00:00" Sunday, February 8th, 2026 at 3:32:48 PM GMT+00:00
model"z-ai/glm-4.7-20251222" 
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency347
moderation_latency(null)
generation_time128511
tokens_prompt261
tokens_completion2602
native_tokens_prompt268
native_tokens_completion2670
native_tokens_completion_images(null)
native_tokens_reasoning2199
native_tokens_cached256
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" 
usage0.00469778
router(null)
provider_responses
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id"chatcmpl-RAeWnIurMro7IFNqA15KefkP" 
status200
is_byokfalse
latency71
endpoint_id"ab79ffa8-8dcc-41c4-9a9f-6cc408135243" 
provider_name"DeepInfra" 
model_permaslug"z-ai/glm-4.7-20251222" 
api_type"completions" 
id"gen-1770564638-382TgmIfx0yZNnssKw9w" 
upstream_id"chatcmpl-RAeWnIurMro7IFNqA15KefkP" 
total_cost0.00469778
cache_discount0.00008192
upstream_inference_cost0
provider_name"DeepInfra" 

Evaluation details

Result Evaluator Details Meta Data
100.0000% Parse dialogue n/a
dialogue
0
name"Isabella" 
dialogue"Scusi? Non capisco. Parlo solo italiano." 
languages
ita1
eng0.6249642141425709
passestrue
1
name"Hunter" 
dialogue"Great. Just great. Look, I don't have time for a language lesson. I'm Detective Hunter. I need to know if you were down by the apple orchard yesterday evening." 
languages
eng1
ita0.7384710403513588
passestrue
2
name"Isabella" 
dialogue"Il meleto? Sì, ero lì a fare fotografie del tramonto. Ma... è successo qualcosa di terribile lì." 
languages
ita1
eng0.6395977508650519
passestrue
3
name"Hunter" 
dialogue"Okay, you're saying 'apple orchard.' Good. Did you see anyone? A truck? Maybe a man arguing with someone?" 
languages
eng1
ita0.7557085584800418
passestrue
4
name"Isabella" 
dialogue"Ho visto una ombra. Ho scattato una foto, ma quando l'ho guardata... c'era qualcuno che guarda me. Era inquietante. Ho paura." 
languages
ita1
eng0.856606946510575
passestrue
5
name"Hunter" 
dialogue"Shadow? Watching you? Ma'am, did you see the victim or not? This is a police investigation. If you have a photo, I need to see it." 
languages
eng1
ita0.7051691545531582
passestrue
6
name"Isabella" 
dialogue"La polizia? No, non voglio problemi. Sono solo una studentessa. Perché è così aggressivo? Non capisco cosa vuole da me!" 
languages
ita1
eng0.6857120826586476
passestrue
7
name"Hunter" 
dialogue"I'm not trying to scare you, but people are disappearing. Everything you say sounds like gibberish to me. Just... stay calm. Don't leave town." 
languages
eng1
ita0.8765848839123991
passestrue
8
name"Hunter" 
dialogue"I have to go. Don't go far. We'll find someone who can translate this mess." 
languages
eng1
ita0.7681831353230948
passestrue
9
name"Isabella" 
dialogue"Aspetti! Non andate via! Per favore, mi aiuti? Non mi sento al sicuro!" 
languages
ita1
eng0.8871310507674144
passestrue
10
name"Hunter" 
dialogue"Just stay put, ma'am." 
languages
eng1
ita0.8884493670886076
passestrue