Model

Z.AI GLM 4.7

Test

Language Writing

Scenario

Character dialogue (Italian) in a story

Run ID

2026-02-08-01KGYXR59DV5N68XCK6BQB68Y8

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: "La luce era perfetta al tramonto, ma c'era un'aria strana... qualcosa non va." *[The light was perfect at sunset, but there was a strange air... something is wrong.]* Hunter: "Excuse me, miss. I'm Detective Hunter. I need to ask you a few questions about your whereabouts near the orchard yesterday evening." Isabella: "Cosa? Ho visto... ho visto un uomo che correva tra gli alberi. Era terrificante." *[What? I saw... I saw a man running among the trees. It was terrifying.]* Hunter: "Ma'am? I don't understand what you're saying. Are you talking about the apple orchard? Did you see a vehicle?" Isabella: "Non capisco! Per favore, non urlarmi contro. Ho solo scattato delle foto, non volevo guardare." *[I don't understand! Please don't shout at me. I just took some photos, I didn't want to look.]* Hunter: "I'm not shouting, I'm trying to get a statement. Do you speak English? *English?*" Isabella: "No, non parlo inglese! Sono italiana. Dio mio, era come un fantasma nella nebbia." *[No, I don't speak English! I am Italian. My God, it was like a ghost in the fog.]* Hunter: "Italian. Right. That's just my luck. Look, just... stay calm. I need to know if you are in danger." Isabella: "Perché tutti spariscono in questa città? È la foto, è tutto qui dentro." *[Why does everyone disappear in this town? It's the photo, it's all in here.]* Hunter: "Hold on, did you just say 'disappear'? Ma'am, I need you to—" *(Hunter's phone rings loudly. He checks the caller ID and scowls.)* Hunter: "Hunter here. ... Yeah, I found a witness. No, I can't understand a damn word she says. I'm on my way back to the station now." *(Hunter ends the call and looks back at Isabella.)* Hunter: "I have to go. Stay here. Don't leave town." Isabella: "Aspetta! Non puoi lasciarmi qui da sola! Non so cosa fare!" *[Wait! You can't leave me here alone! I don't know what to do!]* Hunter: "Just... stay put. I'll send someone who can translate."
created_at"2026-02-08T15:31:14.495115+00:00" Sunday, February 8th, 2026 at 3:31:14 PM GMT+00:00
model"z-ai/glm-4.7-20251222" 
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency1894
moderation_latency(null)
generation_time314319
tokens_prompt261
tokens_completion3229
native_tokens_prompt268
native_tokens_completion3305
native_tokens_completion_images(null)
native_tokens_reasoning2798
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" 
usage0.00580903
router(null)
provider_responses
0
id"chatcmpl-R1yo0hhj5UZZSFkwjmaV77sa" 
status200
is_byokfalse
latency65
endpoint_id"ab79ffa8-8dcc-41c4-9a9f-6cc408135243" 
provider_name"DeepInfra" 
model_permaslug"z-ai/glm-4.7-20251222" 
api_type"completions" 
id"gen-1770564359-DYQmrz5Yl2s0ju93rICj" 
upstream_id"chatcmpl-R1yo0hhj5UZZSFkwjmaV77sa" 
total_cost0.00580903
cache_discount0.00008192
upstream_inference_cost0
provider_name"DeepInfra" 

Evaluation details

Result Evaluator Details Meta Data
92.8571% Parse dialogue n/a
dialogue
0
name"Isabella" 
dialogue"La luce era perfetta al tramonto, ma c'era un'aria strana... qualcosa non va." 
languages
ita1
eng0.6915050470681638
passestrue
1
name"Hunter" 
dialogue"Excuse me, miss. I'm Detective Hunter. I need to ask you a few questions about your whereabouts near the orchard yesterday evening." 
languages
eng1
ita0.6160648489314664
passestrue
2
name"Isabella" 
dialogue"Cosa? Ho visto... ho visto un uomo che correva tra gli alberi. Era terrificante." 
languages
ita1
eng0.7249010252766217
passestrue
3
name"Hunter" 
dialogue"Ma'am? I don't understand what you're saying. Are you talking about the apple orchard? Did you see a vehicle?" 
languages
eng1
ita0.7577820128868318
passestrue
4
name"Isabella" 
dialogue"Non capisco! Per favore, non urlarmi contro. Ho solo scattato delle foto, non volevo guardare." 
languages
ita1
eng0.7347254447022429
passestrue
5
name"Hunter" 
dialogue"I'm not shouting, I'm trying to get a statement. Do you speak English? *English?*" 
languages
eng1
ita0.833952075599055
passestrue
6
name"Isabella" 
dialogue"No, non parlo inglese! Sono italiana. Dio mio, era come un fantasma nella nebbia." 
languages
ita1
eng0.5968882602545968
passestrue
7
name"Hunter" 
dialogue"Italian. Right. That's just my luck. Look, just... stay calm. I need to know if you are in danger." 
languages
eng1
ita0.745540777399732
passestrue
8
name"Isabella" 
dialogue"Perché tutti spariscono in questa città? È la foto, è tutto qui dentro." 
languages
ita1
eng0.5671788166067342
passestrue
9
name"Hunter" 
dialogue"Hold on, did you just say 'disappear'? Ma'am, I need you to—" 
languages
eng1
ita0.8356523492639645
passestrue
10
name"Hunter" 
dialogue"Hunter here. ... Yeah, I found a witness. No, I can't understand a damn word she says. I'm on my way back to the station now." 
languages
eng1
ita0.7730329289428076
passestrue
11
name"Hunter" 
dialogue"I have to go. Stay here. Don't leave town." 
languages
eng1
ita0.9486062717770035
12
name"Isabella" 
dialogue"Aspetta! Non puoi lasciarmi qui da sola! Non so cosa fare!" 
languages
ita1
eng0.6998712584486644
passestrue
13
name"Hunter" 
dialogue"Just... stay put. I'll send someone who can translate." 
languages
eng1
ita0.7897332436673392
passestrue