Model

Z.AI GLM 4.5

Test

Language Writing

Scenario

Character dialogue (Spanish) in a story

Run ID

2026-02-08-01KGYX2Z3HV1HXC54QAM2JKRAF

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. I'm Detective Hunter. I'm investigating some recent events in town. I was hoping you might have seen something unusual." Maria: "¿Investigando? ¿Qué tipo de eventos? He visto cosas extrañas últimamente, sí. Muy extrañas." Hunter: "I'm sorry, I don't understand. Do you speak English?" Maria: "No, no hablo inglés. Soy de España. Estoy aquí para estudiar. ¿Por qué? ¿Hay algún problema?" Hunter: "Right. Okay. Just a moment." Maria: "¿Detective? ¿Qué está pasando en este pueblo? He visto personas desaparecer. Es aterrador." Hunter: "Ma'am, I'm trying to help you, but we have a language barrier here. Have you seen anyone acting suspicious? Anyone you don't recognize?" Maria: "Vi a un hombre la noche pasada. Estaba observando las casas. Luego vi a otra persona y... y desapareció. Como si la tierra se la hubiera tragado." Hunter: "I need you to calm down. Can you write down what you saw? Or draw it? Anything that might help?" Maria: "¡No entiende! Hay algo muy mal en este pueblo. Tengo miedo. ¿Me está escuchando? ¡Tengo miedo!" Hunter: "Look, I don't know what you're saying, but you're clearly upset about something. I'm going to get someone who can translate." Maria: "Por favor, no me deje aquí sola. Creo que estoy en peligro." Hunter: "(phone rings) Hunter here. ... What? When? ... I'm on my way." Hunter: "I have to go, ma'am. Please stay here. I'll send someone to help with... whatever it is you're trying to tell me." ```
created_at"2026-02-08T15:14:35.900266+00:00" Sunday, February 8th, 2026 at 3:14:35 PM GMT+00:00
model"z-ai/glm-4.5" 
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency1513
moderation_latency(null)
generation_time10273
tokens_prompt257
tokens_completion377
native_tokens_prompt268
native_tokens_completion394
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" 
usage0.00101143
router(null)
provider_responses
0
id"db0cd19fac42f486869324532ab0f604" 
status200
is_byokfalse
latency1513
endpoint_id"e4ada6ec-12e7-49c9-837c-398dee612403" 
provider_name"Novita" 
model_permaslug"z-ai/glm-4.5" 
api_type"completions" 
id"gen-1770563665-9iDM6CYfshppwnJAYiTD" 
upstream_id"db0cd19fac42f486869324532ab0f604" 
total_cost0.00101143
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"Maria" 
dialogue"..." 
languages
und1
passes
0"und" 
11
1
name"Hunter" 
dialogue"Excuse me. I'm Detective Hunter. I'm investigating some recent events in town. I was hoping you might have seen something unusual." 
languages
eng1
spa0.7635125549723365
passestrue
2
name"Maria" 
dialogue"¿Investigando? ¿Qué tipo de eventos? He visto cosas extrañas últimamente, sí. Muy extrañas." 
languages
spa1
eng0.8640958832725378
passestrue
3
name"Hunter" 
dialogue"I'm sorry, I don't understand. Do you speak English?" 
languages
eng1
spa0.8662420382165605
passestrue
4
name"Maria" 
dialogue"No, no hablo inglés. Soy de España. Estoy aquí para estudiar. ¿Por qué? ¿Hay algún problema?" 
languages
spa1
eng0.7984948893631361
passestrue
5
name"Hunter" 
dialogue"Right. Okay. Just a moment." 
languages
eng1
spa0.45702811244979924
passestrue
6
name"Maria" 
dialogue"¿Detective? ¿Qué está pasando en este pueblo? He visto personas desaparecer. Es aterrador." 
languages
spa1
eng0.8097603109479594
passestrue
7
name"Hunter" 
dialogue"Ma'am, I'm trying to help you, but we have a language barrier here. Have you seen anyone acting suspicious? Anyone you don't recognize?" 
languages
eng1
spa0.9162900505902192
passestrue
8
name"Maria" 
dialogue"Vi a un hombre la noche pasada. Estaba observando las casas. Luego vi a otra persona y... y desapareció. Como si la tierra se la hubiera tragado." 
languages
spa1
eng0.6259776107958902
passestrue
9
name"Hunter" 
dialogue"I need you to calm down. Can you write down what you saw? Or draw it? Anything that might help?" 
languages
eng1
spa0.6818723911747168
passestrue
10
name"Maria" 
dialogue"¡No entiende! Hay algo muy mal en este pueblo. Tengo miedo. ¿Me está escuchando? ¡Tengo miedo!" 
languages
spa1
eng0.9034397382615615
passestrue
11
name"Hunter" 
dialogue"Look, I don't know what you're saying, but you're clearly upset about something. I'm going to get someone who can translate." 
languages
eng1
spa0.8861084925871968
passestrue
12
name"Maria" 
dialogue"Por favor, no me deje aquí sola. Creo que estoy en peligro." 
languages
spa1
eng0.5819785541335178
passestrue
13
name"Hunter" 
dialogue"Hunter here. ... What? When? ... I'm on my way." 
languages
eng1
spa0.8609968744859352
passestrue
14
name"Hunter" 
dialogue"I have to go, ma'am. Please stay here. I'll send someone to help with... whatever it is you're trying to tell me." 
languages
eng1
spa0.7362136163861017
passestrue