Model

Z.AI GLM 4.7

Test

Language Writing

Scenario

Character dialogue (Spanish) in a story

Run ID

2026-02-08-01KGYWWW9Z277YQZWEJW6DYS3Z

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: "No entiendo. ¿Me dice algo?" Hunter: "I'm Detective Hunter, Alborn Police Department. I need to ask you a few questions about Tuesday night. We received a report of a foreigner near the storage sheds by the fairgrounds." Maria: "Yo... yo solo estaba tomando fotos. Es un pueblo precioso. No hice nada malo." Hunter: "I'm not saying you did anything wrong, miss. But people are going missing. We need to account for everyone. Did you see anyone? A vehicle, maybe?" Maria: "Vi algo... algo extraño. Había una luz, y luego... un grito. Tuve miedo. Escondí mi cámara y corrí." Hunter: "A scream? You heard a scream near the apple orchards? Was it a man or a woman?" Maria: "No sé, estaba oscuro. Por favor, no me interrogue así. Soy solo una estudiante. Mi cámara... creo que tengo la prueba en la tarjeta de memoria." Hunter: "Camera? You have evidence on a camera? Ma'am, I need you to hand that over. I can't understand what you're saying, but if you have photos, show me." Maria: "¡No! Es mi equipo, es caro. No me da confianza. Usted parece muy enfadado." Hunter: "I'm not angry, I'm trying to do my job. Look, we're getting nowhere. Do you have a student visa? Some ID?" Maria: "Esto es una pesadilla. Nadie me entiende en este lugar. Solo quería ver los manzanos." Hunter: (Sighs and pinches the bridge of his nose) "Yeah, the apple festival brings 'em in every year. Just... stay there. Don't move." (Hunter’s phone rings loudly) Hunter: (Answers phone) "Hunter. ... Yeah? ... Are you serious? ... Alright, I’m on my way. Don't touch anything." Hunter: (Hangs up and looks at Maria) "I have to go. But stay put. Do not leave this cafe. We'll get a translator down here." Maria: "¿Se va? Pero yo no... ¡Esper!"
created_at"2026-02-08T15:11:58.242421+00:00" Sunday, February 8th, 2026 at 3:11:58 PM GMT+00:00
model"z-ai/glm-4.7-20251222" 
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency435
moderation_latency(null)
generation_time51823
tokens_prompt257
tokens_completion2429
native_tokens_prompt263
native_tokens_completion2476
native_tokens_completion_images(null)
native_tokens_reasoning2026
native_tokens_cached0
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" 
usage0.0050572
router(null)
provider_responses
0
id"chatcmpl-a8f4db222e4212a9" 
status200
is_byokfalse
latency435
endpoint_id"c2876732-9e69-4455-b537-663d3637f2af" 
provider_name"Nebius" 
model_permaslug"z-ai/glm-4.7-20251222" 
api_type"completions" 
id"gen-1770563465-5xVQGnp1GstKseW6DSWe" 
upstream_id"chatcmpl-a8f4db222e4212a9" 
total_cost0.0050572
cache_discount(null)
upstream_inference_cost0
provider_name"Nebius" 

Evaluation details

Result Evaluator Details Meta Data
100.0000% Parse dialogue n/a
dialogue
0
name"Maria" 
dialogue"No entiendo. ¿Me dice algo?" 
languages
spa1
eng0.7827895073576455
passestrue
1
name"Hunter" 
dialogue"I'm Detective Hunter, Alborn Police Department. I need to ask you a few questions about Tuesday night. We received a report of a foreigner near the storage sheds by the fairgrounds." 
languages
eng1
spa0.689054161462473
passestrue
2
name"Maria" 
dialogue"Yo... yo solo estaba tomando fotos. Es un pueblo precioso. No hice nada malo." 
languages
spa1
eng0.7594820671479316
passestrue
3
name"Hunter" 
dialogue"I'm not saying you did anything wrong, miss. But people are going missing. We need to account for everyone. Did you see anyone? A vehicle, maybe?" 
languages
eng1
spa0.7111679547186242
passestrue
4
name"Maria" 
dialogue"Vi algo... algo extraño. Había una luz, y luego... un grito. Tuve miedo. Escondí mi cámara y corrí." 
languages
spa1
eng0.7670503186530961
passestrue
5
name"Hunter" 
dialogue"A scream? You heard a scream near the apple orchards? Was it a man or a woman?" 
languages
eng1
spa0.7611074633398993
passestrue
6
name"Maria" 
dialogue"No sé, estaba oscuro. Por favor, no me interrogue así. Soy solo una estudiante. Mi cámara... creo que tengo la prueba en la tarjeta de memoria." 
languages
spa1
eng0.6775108757329298
passestrue
7
name"Hunter" 
dialogue"Camera? You have evidence on a camera? Ma'am, I need you to hand that over. I can't understand what you're saying, but if you have photos, show me." 
languages
eng1
spa0.8205723542116631
passestrue
8
name"Maria" 
dialogue"¡No! Es mi equipo, es caro. No me da confianza. Usted parece muy enfadado." 
languages
spa1
eng0.7402315484804631
passestrue
9
name"Hunter" 
dialogue"I'm not angry, I'm trying to do my job. Look, we're getting nowhere. Do you have a student visa? Some ID?" 
languages
eng1
spa0.8561793089135623
passestrue
10
name"Maria" 
dialogue"Esto es una pesadilla. Nadie me entiende en este lugar. Solo quería ver los manzanos." 
languages
spa1
eng0.571599926185643
passestrue
11
name"Hunter" 
dialogue"Yeah, the apple festival brings 'em in every year. Just... stay there. Don't move." 
languages
eng1
spa0.6648869346733668
passestrue
12
name"Hunter" 
dialogue"Hunter. ... Yeah? ... Are you serious? ... Alright, I’m on my way. Don't touch anything." 
languages
eng1
spa0.6947651705877247
passestrue
13
name"Hunter" 
dialogue"I have to go. But stay put. Do not leave this cafe. We'll get a translator down here." 
languages
eng1
spa0.7927174837064324
passestrue
14
name"Maria" 
dialogue"¿Se va? Pero yo no... ¡Esper!" 
languages
spa1
eng0.8399632802937577
passestrue