Model

Z.AI GLM 4.7 Flash

Test

Language Writing

Scenario

Character dialogue (Italian) in a story

Run ID

2026-02-08-01KGZ06TVHHRC6RSZ8ABXVHHBY

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
Hunter: "Excuse me, miss? Can I ask you a few questions?" Isabella: (In Italian, gesturing frantically) "Non capisco. Lui era lì. L'uomo... è scomparso." Hunter: "Excuse me? I don't speak Italian." Isabella: (In Italian) "Lo so! Ma tu... tu non andarci. È pericoloso." Hunter: "Wait, you understand me? You speak English?" Isabella: (Shaking head no, voice trembling) "No. ...Inglese. Mai sentito prima." Hunter: "Okay, okay. Look, you look shaken. Did you see something happen near the old mill? We're looking for someone." Isabella: (In Italian) "Il mulino... sì. C'era qualcuno che fissava la casa. Occhi bianchi. Molto orribile." Hunter: "A white-eyed man? Can you describe him?" Isabella: (Points to camera) "Foto. Guarda foto. Non... non vivo." Hunter: "The photos? What's wrong with the photos?" Isabella: (In Italian) "Tu vedi? Lui osserva noi. Ormai... troppo tardi." Hunter: "Miss, this is terrifying. Is he still near here?" Isabella: (Holds up camera defensively, shakes head no) "No. Corre. Via." Hunter: "Alright, listen to me. Do you have a phone?" Isabella: (Shrugs, looks confused) Hunter: "Okay. Just... stay here until I get backup." Isabella: (In Italian) "Non tornare indietro. Prendi l'auto. Corri." Hunter: "I have to go. I'm getting a call." (Pulls radio to ear) Hunter: "Hunter speaking. Yeah, I found the foreign student. Send another unit to the coffee shop, now." Hunter: "I have to go. Keep your eyes open." Isabella: (Whispers in Italian) "La quiete... non era mai qui."
created_at"2026-02-08T16:10:28.93794+00:00" Sunday, February 8th, 2026 at 4:10:28 PM GMT+00:00
model"z-ai/glm-4.7-flash-20260119" 
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency232
moderation_latency(null)
generation_time90699
tokens_prompt261
tokens_completion4241
native_tokens_prompt268
native_tokens_completion4331
native_tokens_completion_images(null)
native_tokens_reasoning4198
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" 
usage0.0017452800000128
router(null)
provider_responses
0
id"chatcmpl-REVfdhavMTQFS8FfhQOegzy6" 
status200
is_byokfalse
latency54
endpoint_id"6efb5994-8fcb-4300-9c64-ba393193f5f6" 
provider_name"DeepInfra" 
model_permaslug"z-ai/glm-4.7-flash-20260119" 
api_type"completions" 
id"gen-1770566937-YxPyzB1LMiXbj3gya4je" 
upstream_id"chatcmpl-REVfdhavMTQFS8FfhQOegzy6" 
total_cost0.0017452800000128
cache_discount0.0000031999999872
upstream_inference_cost0
provider_name"DeepInfra" 

Evaluation details

Result Evaluator Details Meta Data
80.9524% Parse dialogue n/a
dialogue
0
name"Hunter" 
dialogue"Excuse me, miss? Can I ask you a few questions?" 
languages
eng1
ita0.8079882740930744
passestrue
1
name"Isabella" 
dialogue"Non capisco. Lui era lì. L'uomo... è scomparso." 
languages
ita1
eng0.7316612729234089
passestrue
2
name"Hunter" 
dialogue"Excuse me? I don't speak Italian." 
languages
ita1
eng0.9933373712901272
3
name"Isabella" 
dialogue"Lo so! Ma tu... tu non andarci. È pericoloso." 
languages
eng1
ita0.9494614747307374
4
name"Hunter" 
dialogue"Wait, you understand me? You speak English?" 
languages
eng1
ita0.7889710412815774
passestrue
5
name"Isabella" 
dialogue"No. ...Inglese. Mai sentito prima." 
languages
ita1
eng0.8988352027610008
passestrue
6
name"Hunter" 
dialogue"Okay, okay. Look, you look shaken. Did you see something happen near the old mill? We're looking for someone." 
languages
eng1
ita0.7978583916083917
passestrue
7
name"Isabella" 
dialogue"Il mulino... sì. C'era qualcuno che fissava la casa. Occhi bianchi. Molto orribile." 
languages
ita1
eng0.7410954803950913
passestrue
8
name"Hunter" 
dialogue"A white-eyed man? Can you describe him?" 
languages
eng1
ita0.7667310167310167
passestrue
9
name"Isabella" 
dialogue"Foto. Guarda foto. Non... non vivo." 
languages
eng1
ita0.9749541844838119
10
name"Hunter" 
dialogue"The photos? What's wrong with the photos?" 
languages
eng1
ita0.692069695489334
passestrue
11
name"Isabella" 
dialogue"Tu vedi? Lui osserva noi. Ormai... troppo tardi." 
languages
ita1
eng0.7879341864716636
passestrue
12
name"Hunter" 
dialogue"Miss, this is terrifying. Is he still near here?" 
languages
eng1
ita0.6623244797834547
passestrue
13
name"Isabella" 
dialogue"No. Corre. Via." 
languages
ita1
eng0.7937262357414449
passestrue
14
name"Hunter" 
dialogue"Alright, listen to me. Do you have a phone?" 
languages
eng1
ita0.8506654635686894
passestrue
15
name"Hunter" 
dialogue"Okay. Just... stay here until I get backup." 
languages
ita1
eng0.992305324715297
16
name"Isabella" 
dialogue"Non tornare indietro. Prendi l'auto. Corri." 
languages
ita1
eng0.8049261083743843
passestrue
17
name"Hunter" 
dialogue"I have to go. I'm getting a call." 
languages
eng1
ita0.8536585365853658
passestrue
18
name"Hunter" 
dialogue"Hunter speaking. Yeah, I found the foreign student. Send another unit to the coffee shop, now." 
languages
eng1
ita0.569817788201335
passestrue
19
name"Hunter" 
dialogue"I have to go. Keep your eyes open." 
languages
eng1
ita0.5578800557880056
passestrue
20
name"Isabella" 
dialogue"La quiete... non era mai qui." 
languages
ita1
eng0.8389003842743128
passestrue