Model

Z.AI GLM 5

Test

Language Writing

Scenario

Character dialogue (Spanish) in a story

Run ID

2026-02-11-01KH7H282GB76QM7XGA664NERY

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
Hunter: "Excuse me, miss. I'm Detective Hunter. I noticed you were at the edge of the orchard yesterday evening. I need to ask you a few questions about a missing person's case." Maria: "¿Perdón? Yo... lo siento, no entiendo. ¿Qué quiere? Yo solo estaba tomando fotos del paisaje." Hunter: "The orchard. Yesterday. You were there with that camera. Did you see a woman? Blue jacket, about this tall?" Maria: "¿La mujer? Sí... vi a una mujer. Pero había un hombre... un hombre muy grande. Tenía... cómo se dice... una cicatriz en la cara. Me dio mucho miedo. Salí corriendo." Hunter: "I... look, I don't speak Spanish. Slow down. Are you telling me you saw something? Was she alone?" Maria: "¡No! ¡No estaba sola! Él la agarró. Fue violento. Yo estaba escondida detrás del árbol. No pude ayudarla, lo siento mucho. ¡Fue horrible!" Hunter: "Dammit. 'No'... I got 'no'. Okay, calm down. Can you show me? Point? Did you see where they went?" Maria: "Hacia el norte... se fueron hacia el norte. En una camioneta vieja. Blanca, creo. Por favor, tiene que encontrarla. Sus ojos... él tenía una mirada muy mala." Hunter: "North? Truck? Is that what you're saying? Look, I need to get a translator. I can't—" Hunter: (Phone rings) "Hold on. ...Hunter here. ...When? ...I'll be right there." Hunter: "Listen, I have to go. Don't leave town. I'll find someone who speaks Spanish. Stay where I can find you." Maria: "¿Qué? ¿Se va? ¡Espere! ¡Tengo fotos! ¡En mi cámara! Mire, por favor, mire las fotos." Hunter: "Yeah, yeah. Camera. Keep it safe. I'll be back."
created_at"2026-02-11T23:38:12.345732+00:00" Wednesday, February 11th, 2026 at 11:38:12 PM GMT+00:00
model"z-ai/glm-5-20260211" 
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency3309
moderation_latency(null)
generation_time43413
tokens_prompt317
tokens_completion2021
native_tokens_prompt263
native_tokens_completion2024
native_tokens_completion_images(null)
native_tokens_reasoning1592
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" 
usage0.0067398
router(null)
provider_responses
0
id"20260212073729957aec3225114d13" 
status200
is_byokfalse
latency3309
endpoint_id"85146950-32c1-410b-9b81-4467d938fd16" 
provider_name"Z.AI" 
model_permaslug"z-ai/glm-5-20260211" 
api_type"completions" 
id"gen-1770853048-BRHt7Gk8TEetvlYw6U20" 
upstream_id"20260212073729957aec3225114d13" 
total_cost0.0067398
cache_discount(null)
upstream_inference_cost0
provider_name"Z.AI" 

Evaluation details

Result Evaluator Details Meta Data
100.0000% Parse dialogue n/a
dialogue
0
name"Hunter" 
dialogue"Excuse me, miss. I'm Detective Hunter. I noticed you were at the edge of the orchard yesterday evening. I need to ask you a few questions about a missing person's case." 
languages
eng1
spa0.7474061199768263
passestrue
1
name"Maria" 
dialogue"¿Perdón? Yo... lo siento, no entiendo. ¿Qué quiere? Yo solo estaba tomando fotos del paisaje." 
languages
spa1
eng0.7008758882829285
passestrue
2
name"Hunter" 
dialogue"The orchard. Yesterday. You were there with that camera. Did you see a woman? Blue jacket, about this tall?" 
languages
eng1
spa0.708904735783507
passestrue
3
name"Maria" 
dialogue"¿La mujer? Sí... vi a una mujer. Pero había un hombre... un hombre muy grande. Tenía... cómo se dice... una cicatriz en la cara. Me dio mucho miedo. Salí corriendo." 
languages
spa1
eng0.825909509808224
passestrue
4
name"Hunter" 
dialogue"I... look, I don't speak Spanish. Slow down. Are you telling me you saw something? Was she alone?" 
languages
eng1
spa0.7613861386138614
passestrue
5
name"Maria" 
dialogue"¡No! ¡No estaba sola! Él la agarró. Fue violento. Yo estaba escondida detrás del árbol. No pude ayudarla, lo siento mucho. ¡Fue horrible!" 
languages
spa1
eng0.7026763990267639
passestrue
6
name"Hunter" 
dialogue"Dammit. 'No'... I got 'no'. Okay, calm down. Can you show me? Point? Did you see where they went?" 
languages
eng1
spa0.8341079389168169
passestrue
7
name"Maria" 
dialogue"Hacia el norte... se fueron hacia el norte. En una camioneta vieja. Blanca, creo. Por favor, tiene que encontrarla. Sus ojos... él tenía una mirada muy mala." 
languages
spa1
eng0.7253788767418946
passestrue
8
name"Hunter" 
dialogue"North? Truck? Is that what you're saying? Look, I need to get a translator. I can't—" 
languages
eng1
spa0.7249255213505461
passestrue
9
name"Hunter" 
dialogue"Hold on. ...Hunter here. ...When? ...I'll be right there." 
languages
eng1
spa0.5790318014532414
passestrue
10
name"Hunter" 
dialogue"Listen, I have to go. Don't leave town. I'll find someone who speaks Spanish. Stay where I can find you." 
languages
eng1
spa0.923405553860238
passestrue
11
name"Maria" 
dialogue"¿Qué? ¿Se va? ¡Espere! ¡Tengo fotos! ¡En mi cámara! Mire, por favor, mire las fotos." 
languages
spa1
eng0.7944963144963145
passestrue
12
name"Hunter" 
dialogue"Yeah, yeah. Camera. Keep it safe. I'll be back." 
languages
eng1
spa0.8545730934887257
passestrue