Model

Z.AI GLM 4.5

Test

Language Writing

Scenario

Character dialogue (Italian) in a story

Run ID

2026-02-08-01KGYX3NHXQV8HT2C53YVBXFKV

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: [Staring at her camera screen, scrolling through photos, speaking to herself in Italian] "Perfetto... la luce è proprio quella che volevo..." Hunter: [Approaching her table, showing his badge] "Excuse me, ma'am. Detective Hunter, Alborn Police Department. I'm investigating some recent events in town, and I'm hoping you might have seen something unusual around the apple orchards yesterday afternoon?" Isabella: [Looking up startled, her face troubled] "Io... io non capisco. Parla inglese?" Hunter: [Slightly annoyed at the language barrier] "Yes, I speak English. Did you see anything unusual yesterday? Near the orchards?" Isabella: [Shaking her head, looking troubled and speaking rapidly in Italian] "Mi dispiace, non capisco. Non parlo inglese. Ho visto qualcosa di strano... c'erano delle luci strane nel bosco ieri sera. E poi urla... ho sentito delle urla!" Hunter: [Looking completely confused, leaning in slightly] "Ma'am, I don't understand what you're saying. Do you have identification? Are you here for the festival?" Isabella: [Getting more agitated, speaking louder Italian with hand gestures] "Passaporto! Sì, ho il passaporto. Sono una studentessa. Studio qui. Ma devo dirvi qualcosa! C'era un uomo nel bosco e poi... e poi è scomparso! Ho paura!" [She points toward the woods outside town] Hunter: [Frustrated, running a hand through his hair] "Look, I don't know what language you're speaking. Italian? Spanish? I need someone who can understand me. There's been a disappearance, and you might be a witness." Isabella: [Tears forming in her eyes, voice trembling in Italian] "Per favore, capiscano! Un uomo è scomparso! L'ho visto con i miei occhi! Ho delle foto!" [She desperately shows her camera screen to him] Hunter: [Glancing briefly at the camera, then at his ringing phone] "Just a minute." [He answers the phone] "Hunter here... Yeah? Okay, I'm on my way." [He ends the call and looks back at Isabella] "I have to go. Don't leave town. We'll need to talk properly with a translator." [He pulls out a card and places it on the table] "Call this number if you think of anything." Isabella: [Watching him leave, calling after him in Italian] "Aspetti! Detective! Ho paura! Per favore non me ne lasci sola!" ```
created_at"2026-02-08T15:15:02.896605+00:00" Sunday, February 8th, 2026 at 3:15:02 PM GMT+00:00
model"z-ai/glm-4.5" 
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency1543
moderation_latency(null)
generation_time14223
tokens_prompt261
tokens_completion555
native_tokens_prompt273
native_tokens_completion568
native_tokens_completion_images0
native_tokens_reasoning0
native_tokens_cached33
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" 
usage0.00139723
router(null)
provider_responses
0
id"46481cae519ac78e45e5e087e138cfa1" 
status200
is_byokfalse
latency1543
endpoint_id"e4ada6ec-12e7-49c9-837c-398dee612403" 
provider_name"Novita" 
model_permaslug"z-ai/glm-4.5" 
api_type"completions" 
id"gen-1770563688-vkkUtGiSjG6gzHL6FTKF" 
upstream_id"46481cae519ac78e45e5e087e138cfa1" 
total_cost0.00139723
cache_discount0.00001617
upstream_inference_cost0
provider_name"Novita" 

Evaluation details

Result Evaluator Details Meta Data
100.0000% Parse dialogue n/a
dialogue
0
name"Isabella" 
dialogue"Perfetto... la luce è proprio quella che volevo..." 
languages
ita1
eng0.6416758544652701
passestrue
1
name"Hunter" 
dialogue"Excuse me, ma'am. Detective Hunter, Alborn Police Department. I'm investigating some recent events in town, and I'm hoping you might have seen something unusual around the apple orchards yesterday afternoon?" 
languages
eng1
ita0.6691600868079605
passestrue
2
name"Isabella" 
dialogue"Io... io non capisco. Parla inglese?" 
languages
ita1
eng0.7602905569007263
passestrue
3
name"Hunter" 
dialogue"Yes, I speak English. Did you see anything unusual yesterday? Near the orchards?" 
languages
eng1
ita0.6998874778974442
passestrue
4
name"Isabella" 
dialogue"Mi dispiace, non capisco. Non parlo inglese. Ho visto qualcosa di strano... c'erano delle luci strane nel bosco ieri sera. E poi urla... ho sentito delle urla!" 
languages
ita1
eng0.7566450602514465
passestrue
5
name"Hunter" 
dialogue"Ma'am, I don't understand what you're saying. Do you have identification? Are you here for the festival?" 
languages
eng1
ita0.6715082944728996
passestrue
6
name"Isabella" 
dialogue"Passaporto! Sì, ho il passaporto. Sono una studentessa. Studio qui. Ma devo dirvi qualcosa! C'era un uomo nel bosco e poi... e poi è scomparso! Ho paura!" 
languages
ita1
eng0.6985287270695595
passestrue
7
name"Hunter" 
dialogue"Look, I don't know what language you're speaking. Italian? Spanish? I need someone who can understand me. There's been a disappearance, and you might be a witness." 
languages
eng1
ita0.7346641587282325
passestrue
8
name"Isabella" 
dialogue"Per favore, capiscano! Un uomo è scomparso! L'ho visto con i miei occhi! Ho delle foto!" 
languages
ita1
eng0.6878333756667514
passestrue
9
name"Hunter" 
dialogue"Call this number if you think of anything." 
languages
eng1
ita0.44220070059756855
passestrue
10
name"Isabella" 
dialogue"Aspetti! Detective! Ho paura! Per favore non me ne lasci sola!" 
languages
ita1
eng0.7499214577442664
passestrue