Model

Z.AI GLM 4.7

Test

Language Writing

Scenario

Character dialogue (Italian) in a story

Run ID

2026-02-08-01KGYZH000615VFTFMM1W5BCDF

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: "Scusi? Io non capisco. Non parlo inglese." Hunter: "Right. I'll keep it simple. The Apple Festival. Last night. You were taking photos by the old mill, correct?" Isabella: "(Italian) Il vecchio mulino? Sì... mi piace la luce lì. Ma... perché mi chiedi?" Hunter: "We had a report of a disturbance. A scream, maybe a struggle. Did you see anything? Anyone suspicious?" Isabella: "(Italian, looking nervous and clutching her camera) Un sospetto? No... non una persona. Ho visto... qualcosa di orribile. Un uomo nell'ombra." Hunter: "A man in the shadows. Okay. Can you describe him?" Isabella: "(Italian, voice shaking) Non potevo vedere la sua faccia! Era tutto velato. Ma ho sentito... ho sentito il rumore di qualcosa di pesante che colpiva l'acqua. Ho paura, signore." Hunter: "Ma'am, please, slow down. You saw a splash? Someone fell in?" Isabella: "(Italian, frantic, pointing at her camera) Sì! Un tonfo! Ho paura che abbiano fatto del male a qualcuno. La foto... la foto mostra tutto!" Hunter: "You have a photo? Look, I don't understand a word you're saying, but you seem terrified. Stay right there." (Hunter’s phone rings) Hunter: "Hunter. ... Yeah, I know. ... I'm on my way."
created_at"2026-02-08T15:58:21.58052+00:00" Sunday, February 8th, 2026 at 3:58:21 PM GMT+00:00
model"z-ai/glm-4.7-20251222" 
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency2455
moderation_latency(null)
generation_time78999
tokens_prompt261
tokens_completion3582
native_tokens_prompt268
native_tokens_completion3670
native_tokens_completion_images(null)
native_tokens_reasoning3329
native_tokens_cached6
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" 
usage0.00823186
router(null)
provider_responses
0
id"2026020823570289db7ae3da4e436c" 
status200
is_byokfalse
latency2455
endpoint_id"be4acbf5-9fcf-4332-a01d-76dfeb6d7b99" 
provider_name"Z.AI" 
model_permaslug"z-ai/glm-4.7-20251222" 
api_type"completions" 
id"gen-1770566221-LATf6dJu7WE3T5RXywxK" 
upstream_id"2026020823570289db7ae3da4e436c" 
total_cost0.00823186
cache_discount0.00000294
upstream_inference_cost0
provider_name"Z.AI" 

Evaluation details

Result Evaluator Details Meta Data
92.3077% 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"Scusi? Io non capisco. Non parlo inglese." 
languages
ita1
eng0.7654080389768575
passestrue
3
name"Hunter" 
dialogue"Right. I'll keep it simple. The Apple Festival. Last night. You were taking photos by the old mill, correct?" 
languages
eng1
ita0.6957834166588057
passestrue
4
name"Isabella" 
dialogue"Il vecchio mulino? Sì... mi piace la luce lì. Ma... perché mi chiedi?" 
languages
ita1
eng0.7259127789046653
passestrue
5
name"Hunter" 
dialogue"We had a report of a disturbance. A scream, maybe a struggle. Did you see anything? Anyone suspicious?" 
languages
eng1
ita0.8257184607890892
passestrue
6
name"Isabella" 
dialogue"Un sospetto? No... non una persona. Ho visto... qualcosa di orribile. Un uomo nell'ombra." 
languages
ita1
eng0.7611779344670262
passestrue
7
name"Hunter" 
dialogue"A man in the shadows. Okay. Can you describe him?" 
languages
eng1
ita0.5392510929481087
passestrue
8
name"Isabella" 
dialogue"Non potevo vedere la sua faccia! Era tutto velato. Ma ho sentito... ho sentito il rumore di qualcosa di pesante che colpiva l'acqua. Ho paura, signore." 
languages
ita1
eng0.7300514187773757
passestrue
9
name"Hunter" 
dialogue"Ma'am, please, slow down. You saw a splash? Someone fell in?" 
languages
ita1
eng0.9106251485619206
10
name"Isabella" 
dialogue"Sì! Un tonfo! Ho paura che abbiano fatto del male a qualcuno. La foto... la foto mostra tutto!" 
languages
ita1
eng0.7641494308160974
passestrue
11
name"Hunter" 
dialogue"You have a photo? Look, I don't understand a word you're saying, but you seem terrified. Stay right there." 
languages
eng1
ita0.6961118690313779
passestrue
12
name"Hunter" 
dialogue"Hunter. ... Yeah, I know. ... I'm on my way." 
languages
eng1
ita0.8986941036802533
passestrue