Model

Z.AI GLM 5

Test

Language Writing

Scenario

Character dialogue (Spanish) in a story

Run ID

2026-02-11-01KH7H6FRWY3469G9MEDYW616T

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:** "Mira... la luz era perfecta, pero algo no encajaba. ¿Qué había en el fondo?" *She zooms in on the camera display, her brow furrowed.* **Hunter:** "Excuse me, ma'am. I'm Detective Hunter. Do you have a moment?" **Maria:** *She jumps slightly, looking up.* "¿Perdón? ¿Detective?" *She gestures to her chest.* "No... no hablo inglés. Lo siento." **Hunter:** "Right. English. You don't speak it." *He sighs, pointing to himself.* "Detective. Police." *He shows his badge.* "I need to ask about the festival. Yesterday. The orchard. Did you see anything?" **Maria:** *Her face drains of color. She clutches the camera tighter to her chest.* "¿El festival? Sí... yo estaba allí. Tomando fotos." *Her voice trembles.* "Vi algo... algo terrible. Un hombre... él..." **Hunter:** "Slow down. I don't— Did you see a man? *Hombre?*" *He mimics walking with his fingers.* "Disappeared? *Desaparecido?*" *He grimaces, realizing he doesn't know the word.* "Damn it. Look, did you see someone get taken?" **Maria:** *Tears well in her eyes. She shakes her head frantically, speaking rapidly in Spanish.* "No sé qué pasó. Solo vi las sombras. Él corrió hacia los árboles y luego... nada. ¡Silencio! Tenía miedo, mi cámara... lo capturó. Mire, mire las fotos." *She starts to turn the camera screen toward him, her hands shaking.* "Pero tengo miedo. ¿Y si vuelve?" **Hunter:** *He leans in, squinting at the camera screen, then back at her face, trying to read her expression more than the words.* "I can't help you if I don't understand you, ma'am. Photos? You have photos of the suspect?" **Maria:** "¡Sí! Fotos. Aquí." *She points to a dark blur on the screen.* "Mire... la chaqueta. Era extraño. Muy extraño. No quiero problemas, solo quiero volver a casa." *She sniffles, wiping her eye.* "Por favor, ¿puedo irme?" **Hunter:** "Wait, don't—just stay right there. Don't move. I'm going to call this in, get someone who speaks... Spanish. Just sit." *He gestures firmly to the chair.* "Stay." **Maria:** *She nods slowly, assuming he understands her fear.* "De acuerdo. Me quedo. Pero por favor... tenga cuidado." **Hunter:** *His phone rings loudly, breaking the tension. He checks the screen.* "Hunter. ...What? ...Now? ...Alright, I'm on my way. Don't touch anything." *He flips the phone shut and looks back at Maria, frustration evident on his face.* "I have to go. *Voy.* Stay here. *Aquí.* I'll find someone to talk to you." **Maria:** "¿Se va? ¿Qué pasa con mis fotos?" *She stands up halfway, looking panicked.* "¡Espere! ¿Qué debo hacer?" **Hunter:** *He backs away, shaking his head.* "I gotta go. Just... stay out of trouble. And keep those photos safe. *Seguro.*" *He turns and jogs out of the cafe.* **Maria:** *She slumps back into her chair, whispering to herself.* "Seguro... sí. Nadie está seguro aquí."
created_at"2026-02-11T23:42:36.914769+00:00" Wednesday, February 11th, 2026 at 11:42:36 PM GMT+00:00
model"z-ai/glm-5-20260211" 
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency583
moderation_latency(null)
generation_time169162
tokens_prompt317
tokens_completion2850
native_tokens_prompt263
native_tokens_completion2860
native_tokens_completion_images(null)
native_tokens_reasoning2091
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" 
usage0.009415
router(null)
provider_responses
0
id"6aa8d68211be4f08b0a428924352706a" 
status200
is_byokfalse
latency582
endpoint_id"a3983e50-dec5-4453-80f6-8ab726493ca4" 
provider_name"Friendli" 
model_permaslug"z-ai/glm-5-20260211" 
api_type"completions" 
id"gen-1770853187-ocX2b522toOw0lKDYqhs" 
upstream_id"6aa8d68211be4f08b0a428924352706a" 
total_cost0.009415
cache_discount(null)
upstream_inference_cost0
provider_name"Friendli" 

Evaluation details

Result Evaluator Details Meta Data
66.6667% Parse dialogue n/a
dialogue
0
name"Maria" 
dialogue"Mira... la luz era perfecta, pero algo no encajaba. ¿Qué había en el fondo?" 
languages
spa1
eng0.7194640507237708
passestrue
1
name"Hunter" 
dialogue"Excuse me, ma'am. I'm Detective Hunter. Do you have a moment?" 
languages
eng1
spa0.9025090978739705
passestrue
2
name"Maria" 
dialogue"No... no hablo inglés. Lo siento." 
languages
spa1
eng0.971969166082691
3
name"Hunter" 
dialogue"I need to ask about the festival. Yesterday. The orchard. Did you see anything?" 
languages
eng1
spa0.59887489299254
passestrue
4
name"Maria" 
dialogue"Vi algo... algo terrible. Un hombre... él..." 
languages
spa1
eng0.9909191994069682
5
name"Hunter" 
dialogue"Damn it. Look, did you see someone get taken?" 
languages
spa1
eng0.9456114028507127
6
name"Maria" 
dialogue"Pero tengo miedo. ¿Y si vuelve?" 
languages
spa1
eng0.7675516224188791
passestrue
7
name"Hunter" 
dialogue"I can't help you if I don't understand you, ma'am. Photos? You have photos of the suspect?" 
languages
eng1
spa0.8126229047663639
passestrue
8
name"Maria" 
dialogue"Por favor, ¿puedo irme?" 
languages
spa1
eng0.83633197910621
passestrue
9
name"Hunter" 
dialogue"Stay." 
languages
eng1
spa0.9360902255639098
10
name"Maria" 
dialogue"De acuerdo. Me quedo. Pero por favor... tenga cuidado." 
languages
spa1
eng0.6768615120766043
passestrue
11
name"Hunter" 
dialogue"I have to go. *Voy.* Stay here. *Aquí.* I'll find someone to talk to you." 
languages
eng1
spa0.8334575260804769
passestrue
12
name"Maria" 
dialogue"¡Espere! ¿Qué debo hacer?" 
languages
spa1
eng0.963407973784817
13
name"Hunter" 
dialogue"I gotta go. Just... stay out of trouble. And keep those photos safe. *Seguro.*" 
languages
eng1
spa0.7343976777939042
passestrue
14
name"Maria" 
dialogue"Seguro... sí. Nadie está seguro aquí." 
languages
spa1
eng0.7832883056734852
passestrue