Model

Z.AI GLM 4.6

Test

Language Writing

Scenario

Character dialogue (Italian) in a story

Run ID

2026-02-08-01KGYZC2RPKMNFBSRBSV578SBY

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: "..." *** Isabella: "Mi scusi?" Hunter: "Excuse me, ma'am. I'm Detective Hunter with the Alborn Police Department. Do you have a moment?" Isabella: "Sì... sì, certo." Hunter: "I'm investigating some recent activity out at Miller's Pond. I was told you were out there yesterday with your camera. Is that right?" Isabella: "Il lago... sì, ero lì. Per fare fotografie." Hunter: "Right. The pond. Did you happen to see anything unusual? Maybe a car you didn't recognize, or someone who looked like they didn't belong there?" Isabella: "Un uomo... c'era un uomo. L'ho visto." Hunter: "A man? Okay, can you describe him?" Isabella: "Non capisco. Cosa vuole che descriva? L'ho visto litigare con qualcuno. C'era una lotta." Hunter: "Ma'am, I'm sorry, I don't understand what you're saying. Do you speak any English at all?" Isabella: "No... solo italiano. Per favore, deve ascoltarmi. Ho visto qualcosa di terribile." Hunter: "Look, this is important. Just... point. Can you point to where you saw him?" Isabella: "Ho scattato una foto! La prova è qui, nella mia macchina fotografica! L'ho vista con i miei occhi!" Hunter: "A photo? You have a photo? Let me see." Isabella: "Non capisce! Non è semplice! Era spaventoso. La gente è scomparsa, vero? L'ho visto!" Hunter: "I have no idea what you're telling me. This is useless. I'm sorry." Isabella: "Aspetti, non può andarsene! Per favore, mi sta cercando? Pensa che io abbia fatto qualcosa?" Hunter: "(Sighs) Just stay here. Don't go anywhere." *(His phone rings)* Hunter: "Hunter here... Yeah?... Are you sure?... I'm on my way." *(Hunter ends the call and looks at Isabella, his expression frustrated.)* Hunter: "I have to go. We'll talk again later." Isabella: "No! Aspetti! Non mi lasci sola con questo! Ho visto tutto!"
created_at"2026-02-08T15:55:30.961783+00:00" Sunday, February 8th, 2026 at 3:55:30 PM GMT+00:00
model"z-ai/glm-4.6" 
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency325
moderation_latency(null)
generation_time69747
tokens_prompt261
tokens_completion2023
native_tokens_prompt269
native_tokens_completion2064
native_tokens_completion_images(null)
native_tokens_reasoning1679
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" 
usage0.0036846299999552
router(null)
provider_responses
0
id"chatcmpl-RQbfGJj0BAS5FAUIht2Pjkuq" 
status200
is_byokfalse
latency62
endpoint_id"c8607edc-8577-4199-b03d-1213da4743dc" 
provider_name"DeepInfra" 
model_permaslug"z-ai/glm-4.6" 
api_type"completions" 
id"gen-1770566060-e3WJWXnpHwDHByAieZAc" 
upstream_id"chatcmpl-RQbfGJj0BAS5FAUIht2Pjkuq" 
total_cost0.0036846299999552
cache_discount0.0000224000000448
upstream_inference_cost0
provider_name"DeepInfra" 

Evaluation details

Result Evaluator Details Meta Data
91.3043% 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"Isabella" 
dialogue"Mi scusi?" 
languages
ita1
eng0.4464285714285714
passestrue
3
name"Hunter" 
dialogue"Excuse me, ma'am. I'm Detective Hunter with the Alborn Police Department. Do you have a moment?" 
languages
eng1
ita0.7833371585953638
passestrue
4
name"Isabella" 
dialogue"Sì... sì, certo." 
languages
ita1
eng0.9443347808922227
5
name"Hunter" 
dialogue"I'm investigating some recent activity out at Miller's Pond. I was told you were out there yesterday with your camera. Is that right?" 
languages
eng1
ita0.5784712482468444
passestrue
6
name"Isabella" 
dialogue"Il lago... sì, ero lì. Per fare fotografie." 
languages
ita1
eng0.8595820591233435
passestrue
7
name"Hunter" 
dialogue"Right. The pond. Did you happen to see anything unusual? Maybe a car you didn't recognize, or someone who looked like they didn't belong there?" 
languages
eng1
ita0.7461181458774996
passestrue
8
name"Isabella" 
dialogue"Un uomo... c'era un uomo. L'ho visto." 
languages
ita1
eng0.8467320943829609
passestrue
9
name"Hunter" 
dialogue"A man? Okay, can you describe him?" 
languages
eng1
ita0.6802935010482181
passestrue
10
name"Isabella" 
dialogue"Non capisco. Cosa vuole che descriva? L'ho visto litigare con qualcuno. C'era una lotta." 
languages
ita1
eng0.7134643028270244
passestrue
11
name"Hunter" 
dialogue"Ma'am, I'm sorry, I don't understand what you're saying. Do you speak any English at all?" 
languages
eng1
ita0.6833776134919718
passestrue
12
name"Isabella" 
dialogue"No... solo italiano. Per favore, deve ascoltarmi. Ho visto qualcosa di terribile." 
languages
ita1
eng0.726729291204099
passestrue
13
name"Hunter" 
dialogue"Look, this is important. Just... point. Can you point to where you saw him?" 
languages
eng1
ita0.7484333034914951
passestrue
14
name"Isabella" 
dialogue"Ho scattato una foto! La prova è qui, nella mia macchina fotografica! L'ho vista con i miei occhi!" 
languages
ita1
eng0.6453378956372968
passestrue
15
name"Hunter" 
dialogue"A photo? You have a photo? Let me see." 
languages
ita1
eng0.9313868613138686
16
name"Isabella" 
dialogue"Non capisce! Non è semplice! Era spaventoso. La gente è scomparsa, vero? L'ho visto!" 
languages
ita1
eng0.8000238920081233
passestrue
17
name"Hunter" 
dialogue"I have no idea what you're telling me. This is useless. I'm sorry." 
languages
eng1
ita0.780418081114883
passestrue
18
name"Isabella" 
dialogue"Aspetti, non può andarsene! Per favore, mi sta cercando? Pensa che io abbia fatto qualcosa?" 
languages
ita1
eng0.8110532727876841
passestrue
19
name"Hunter" 
dialogue"Just stay here. Don't go anywhere." 
languages
eng1
ita0.8234019501625136
passestrue
20
name"Hunter" 
dialogue"Hunter here... Yeah?... Are you sure?... I'm on my way." 
languages
eng1
ita0.9168587896253603
passestrue
21
name"Hunter" 
dialogue"I have to go. We'll talk again later." 
languages
eng1
ita0.796863863150392
passestrue
22
name"Isabella" 
dialogue"No! Aspetti! Non mi lasci sola con questo! Ho visto tutto!" 
languages
ita1
eng0.6403085824493732
passestrue