Model

Z.AI GLM 4.5

Test

Language Writing

Scenario

Character dialogue (Spanish) in a story

Run ID

2026-02-08-01KGYYK742EWP764F3RB5BX1KC

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="Maria"> Maria is a 30-year old college student on a study abroad program. Born in Spain, she is fluent in Spanish 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 Spanish, 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: Maria 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 Spanish, and Hunter looks confused. They talk for a while, until Hunter gets a call and has to leave. Return the dialogue between Maria and Hunter as a voice sheet: Maria: "..." Hunter: "..."

Model response

AI
Maria: "..." Hunter: "Excuse me, miss. I'm Detective Hunter with the Alborn Police Department. I'm investigating some recent events in town and I'm hoping you might have seen something unusual." Maria: "¿Detective? No entiendo. ¿Qué eventos? Yo solo soy una estudiante, tomo fotografías. ¿Por qué me está interrogando?" Hunter: "I'm not interrogating you, just asking some questions. Have you noticed anyone strange hanging around town? Someone who doesn't belong here?" Maria: "No hablo inglés. Estoy asustada. Vi algo la noche pasada... algo aterrador. Cerca del granero viejo. Vi luces extrañas y escuché ruidos, pero no vi a nadie claramente." Hunter: "I'm not getting through to you, am I? Look, just nod if you understand anything I'm saying." Maria: "Por favor, necesito ayuda. No sé qué hacer. Creo que alguien está en peligro. Tenía que decirle algo importante, pero no puedo explicárselo." Hunter: "This is getting us nowhere. Do you have a hotel? Maybe someone there can translate?" Maria: "Sí, estoy en la posada cerca del parque. Pero no hay nadie que me ayude. Estoy sola aquí. ¿Qué voy a hacer? He visto algo terrible en mis fotografías..." Hunter: "The pictures! Your camera! Maybe if I could just see..." Maria: "No, no puede verlas. Son privadas. Y tengo miedo. ¿Qué pasa si esa persona me ve hablando con usted?" Hunter: "I'm sorry, I have no idea what you're trying to tell me. Here's my card. If you find someone who can translate, have them call me immediately." Hunter's phone rings. He looks at it and sighs. Hunter: "I have to take this. Stay right here. Please." Maria: "Espera, no te vayas. Necesito que escuches. Las fotos que tomé anoche..." Hunter: "I'm sorry, I really have to take this call. Don't go anywhere." Hunter walks away, answering his phone. Hunter: "Hunter here... What? Another one? Where?... I'm on my way."
created_at"2026-02-08T15:41:22.357219+00:00" Sunday, February 8th, 2026 at 3:41:22 PM GMT+00:00
model"z-ai/glm-4.5" 
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency1734
moderation_latency(null)
generation_time35089
tokens_prompt257
tokens_completion457
native_tokens_prompt268
native_tokens_completion484
native_tokens_completion_images0
native_tokens_reasoning0
native_tokens_cached267
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" 
usage0.00109477
router(null)
provider_responses
0
id"5772d9202bf3b771fcf02f1b79b29a99" 
status200
is_byokfalse
latency1734
endpoint_id"e4ada6ec-12e7-49c9-837c-398dee612403" 
provider_name"Novita" 
model_permaslug"z-ai/glm-4.5" 
api_type"completions" 
id"gen-1770565246-mCDNnEpbVYhG3e8CtGBp" 
upstream_id"5772d9202bf3b771fcf02f1b79b29a99" 
total_cost0.00109477
cache_discount0.00013083
upstream_inference_cost0
provider_name"Novita" 

Evaluation details

Result Evaluator Details Meta Data
100.0000% Parse dialogue n/a
dialogue
0
name"Maria" 
dialogue"..." 
languages
und1
passes
0"und" 
11
1
name"Hunter" 
dialogue"Excuse me, miss. I'm Detective Hunter with the Alborn Police Department. I'm investigating some recent events in town and I'm hoping you might have seen something unusual." 
languages
eng1
spa0.7145442662510684
passestrue
2
name"Maria" 
dialogue"¿Detective? No entiendo. ¿Qué eventos? Yo solo soy una estudiante, tomo fotografías. ¿Por qué me está interrogando?" 
languages
spa1
eng0.8746363169604655
passestrue
3
name"Hunter" 
dialogue"I'm not interrogating you, just asking some questions. Have you noticed anyone strange hanging around town? Someone who doesn't belong here?" 
languages
eng1
spa0.6872137154822667
passestrue
4
name"Maria" 
dialogue"No hablo inglés. Estoy asustada. Vi algo la noche pasada... algo aterrador. Cerca del granero viejo. Vi luces extrañas y escuché ruidos, pero no vi a nadie claramente." 
languages
spa1
eng0.7735016732582902
passestrue
5
name"Hunter" 
dialogue"I'm not getting through to you, am I? Look, just nod if you understand anything I'm saying." 
languages
eng1
spa0.7454752418895845
passestrue
6
name"Maria" 
dialogue"Por favor, necesito ayuda. No sé qué hacer. Creo que alguien está en peligro. Tenía que decirle algo importante, pero no puedo explicárselo." 
languages
spa1
eng0.7530719719133996
passestrue
7
name"Hunter" 
dialogue"This is getting us nowhere. Do you have a hotel? Maybe someone there can translate?" 
languages
eng1
spa0.7727495107632094
passestrue
8
name"Maria" 
dialogue"Sí, estoy en la posada cerca del parque. Pero no hay nadie que me ayude. Estoy sola aquí. ¿Qué voy a hacer? He visto algo terrible en mis fotografías..." 
languages
spa1
eng0.77122685328544
passestrue
9
name"Hunter" 
dialogue"The pictures! Your camera! Maybe if I could just see..." 
languages
eng1
spa0.8744362686921434
passestrue
10
name"Maria" 
dialogue"No, no puede verlas. Son privadas. Y tengo miedo. ¿Qué pasa si esa persona me ve hablando con usted?" 
languages
spa1
eng0.8467271858576206
passestrue
11
name"Hunter" 
dialogue"I'm sorry, I have no idea what you're trying to tell me. Here's my card. If you find someone who can translate, have them call me immediately." 
languages
eng1
spa0.7503199385717942
passestrue
12
name"Hunter" 
dialogue"I have to take this. Stay right here. Please." 
languages
eng1
spa0.5041958041958041
passestrue
13
name"Maria" 
dialogue"Espera, no te vayas. Necesito que escuches. Las fotos que tomé anoche..." 
languages
spa1
eng0.8466642093623296
passestrue
14
name"Hunter" 
dialogue"I'm sorry, I really have to take this call. Don't go anywhere." 
languages
eng1
spa0.5542776998597476
passestrue
15
name"Hunter" 
dialogue"Hunter here... What? Another one? Where?... I'm on my way." 
languages
eng1
spa0.7505130143644022
passestrue