Model

Z.AI GLM 4.7

Test

Language Writing

Scenario

Character dialogue (Spanish) in a story

Run ID

2026-02-08-01KGYZBYF0Y80HA810SR3JPAQG

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: "Sí, estuve allí en el huerto. Pero... vi algo aterrador. No debería haber mirado, pero lo vi." Hunter: "I'm sorry, ma'am? Do you speak English? I need to ask you about the missing persons case." Maria: "No hablo inglés, lo siento. Por favor, tiene que ayudarme. Todo está en la cámara. La foto que tomé... hay una figura en el bosque." Hunter: "Camera? Figur—? Look, I have no idea what you're saying. Are you in trouble? Did you see the suspect?" Maria: "Estaba oscuro, pero escuché un ruido. Luego vi las luces de un coche alejándose rápido. Tenía miedo de salir. ¿Puede ver la foto?" Hunter: "Car lights? Photo? Okay, just hold on a second. Slow down. I don't understand a word you are saying." Maria: "¿Me escucha? Alguien necesita saber lo que pasó. Tengo las pruebas aquí. La imagen es borrosa, pero es él." Hunter: "Ma'am, this is impossible. You’re speaking Spanish? I need a translator." Maria: "Por favor, no se vaya. Estoy asustada. No soy de aquí y no sé a quién más acudir." Hunter: "Alright, listen. Stay right here. Don't move." (Hunter's phone rings loudly) Hunter: "It's the station. I have to take this. Just... don't go anywhere, okay?"
created_at"2026-02-08T15:54:53.527314+00:00" Sunday, February 8th, 2026 at 3:54:53 PM GMT+00:00
model"z-ai/glm-4.7-20251222" 
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency1966
moderation_latency(null)
generation_time36441
tokens_prompt257
tokens_completion2200
native_tokens_prompt263
native_tokens_completion2252
native_tokens_completion_images(null)
native_tokens_reasoning1920
native_tokens_cached6
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" 
usage0.00510926
router(null)
provider_responses
0
id"20260208235416e93b1fa1fe6c4be1" 
status200
is_byokfalse
latency1966
endpoint_id"be4acbf5-9fcf-4332-a01d-76dfeb6d7b99" 
provider_name"Z.AI" 
model_permaslug"z-ai/glm-4.7-20251222" 
api_type"completions" 
id"gen-1770566056-XyVuPk7SEZDbHccZOfOo" 
upstream_id"20260208235416e93b1fa1fe6c4be1" 
total_cost0.00510926
cache_discount0.00000294
upstream_inference_cost0
provider_name"Z.AI" 

Evaluation details

Result Evaluator Details Meta Data
100.0000% Parse dialogue n/a
dialogue
0
name"Maria" 
dialogue"Sí, estuve allí en el huerto. Pero... vi algo aterrador. No debería haber mirado, pero lo vi." 
languages
spa1
eng0.8285013946411969
passestrue
1
name"Hunter" 
dialogue"I'm sorry, ma'am? Do you speak English? I need to ask you about the missing persons case." 
languages
eng1
spa0.8079020885991752
passestrue
2
name"Maria" 
dialogue"No hablo inglés, lo siento. Por favor, tiene que ayudarme. Todo está en la cámara. La foto que tomé... hay una figura en el bosque." 
languages
spa1
eng0.7039950553464067
passestrue
3
name"Hunter" 
dialogue"Camera? Figur—? Look, I have no idea what you're saying. Are you in trouble? Did you see the suspect?" 
languages
eng1
spa0.7863879957127545
passestrue
4
name"Maria" 
dialogue"Estaba oscuro, pero escuché un ruido. Luego vi las luces de un coche alejándose rápido. Tenía miedo de salir. ¿Puede ver la foto?" 
languages
spa1
eng0.8102154442023723
passestrue
5
name"Hunter" 
dialogue"Car lights? Photo? Okay, just hold on a second. Slow down. I don't understand a word you are saying." 
languages
eng1
spa0.7263543516873889
passestrue
6
name"Maria" 
dialogue"¿Me escucha? Alguien necesita saber lo que pasó. Tengo las pruebas aquí. La imagen es borrosa, pero es él." 
languages
spa1
eng0.6017627393374532
passestrue
7
name"Hunter" 
dialogue"Ma'am, this is impossible. You’re speaking Spanish? I need a translator." 
languages
eng1
spa0.6953180843459614
passestrue
8
name"Maria" 
dialogue"Por favor, no se vaya. Estoy asustada. No soy de aquí y no sé a quién más acudir." 
languages
spa1
eng0.705480219657066
passestrue
9
name"Hunter" 
dialogue"Alright, listen. Stay right here. Don't move." 
languages
eng1
spa0.7722432773867534
passestrue
10
name"Hunter" 
dialogue"It's the station. I have to take this. Just... don't go anywhere, okay?" 
languages
eng1
spa0.5579877920437802
passestrue