Model

Z.AI GLM 5

Test

Language Writing

Scenario

Character dialogue (Spanish) in a story

Run ID

2026-02-11-01KH7HABGP1GWC4GZRNR1XJPVX

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
# Voice Sheet — Cafe Encounter --- **Hunter:** "Excuse me, miss? I'm Detective Hunter. I was hoping you could answer a few questions." *Maria looks up from her camera, startled.* **Maria:** "Lo siento, no hablo inglés." **Hunter:** "I'm investigating the disappearances. I was told you were near the orchard yesterday evening." *Maria's face drains of color. Her hands tremble slightly as she clutches her camera.* **Maria:** "¿Las desapariciones? Yo... yo sólo estaba tomando fotos. Fotos del paisaje, del atardecer. No vi a nadie... bueno, no estoy segura." **Hunter:** *furrows his brow* "I... look, I don't understand Spanish. Do you speak any English? At all?" **Maria:** *shaking her head, voice rising with distress* "No inglés. Lo siento. No entiendo qué dice. ¿Desapariciones? ¿Quiénes desaparecieron? Yo sólo quería fotos de las manzanas, del festival..." *She gestures frantically at her camera, then at the window, her breathing becoming shallow.* **Hunter:** *sighs heavily, rubbing his temple* "Okay, okay. Just... calm down. Can you show me? The photos? Your camera?" *He points at the camera in her hands.* **Maria:** "¿Las fotos? Sí, sí... mire." *She turns the camera toward him, scrolling through images. Her hands still shake. She stops on one particular photo and freezes.* **Maria:** *quietly* "Él... yo no vi a este hombre. No recuerdo haberlo visto. Pero está en la foto." **Hunter:** *squinting at the screen* "I don't— wait. Who is that? Is that... when was this taken?" *Maria points to the timestamp, then to the figure barely visible at the edge of the frame—a man near the orchard treeline, partially obscured by shadows.* **Maria:** "Ayer. Anoche. Yo no lo vi cuando tomé la foto. Sólo... sólo lo vi ahora." *She looks at Hunter with wide, frightened eyes.* **Maria:** "¿Es una de las personas que desaparecieron?" **Hunter:** *staring at her intently* "I think you just found something important. I need to—" *His phone buzzes. He glances at the screen and stiffens.* **Hunter:** "I have to take this. Stay here. Don't leave town. I'll find someone who can translate." **Maria:** "¿Qué? ¿Se va? No entiendo... por favor, ¿qué está pasando?" **Hunter:** *already stepping away, phone to his ear* "Just— stay. Here." *He exits the cafe quickly, leaving Maria alone at the table, clutching her camera and staring after him in confusion and fear.* --- *End of Voice Sheet*
created_at"2026-02-11T23:42:21.893637+00:00" Wednesday, February 11th, 2026 at 11:42:21 PM GMT+00:00
model"z-ai/glm-5-20260211" 
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency786
moderation_latency(null)
generation_time27063
tokens_prompt317
tokens_completion939
native_tokens_prompt263
native_tokens_completion838
native_tokens_completion_images(null)
native_tokens_reasoning267
native_tokens_cached256
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" 
usage0.0027398
router(null)
provider_responses
0
id"d89f4c5158e9122e5a8940e416f910d6" 
status200
is_byokfalse
latency786
endpoint_id"898a8e6d-04a4-48c0-8457-36690a68782b" 
provider_name"Novita" 
model_permaslug"z-ai/glm-5-20260211" 
api_type"completions" 
id"gen-1770853314-riK3dOILlaEYodaDFnYf" 
upstream_id"d89f4c5158e9122e5a8940e416f910d6" 
total_cost0.0027398
cache_discount0.0002048
upstream_inference_cost0
provider_name"Novita" 

Evaluation details

Result Evaluator Details Meta Data
81.2500% Parse dialogue n/a
dialogue
0
name"Hunter" 
dialogue"Excuse me, miss? I'm Detective Hunter. I was hoping you could answer a few questions." 
languages
eng1
spa0.7966254896053028
passestrue
1
name"Maria" 
dialogue"Lo siento, no hablo inglés." 
languages
eng1
spa0.9905979691613388
2
name"Hunter" 
dialogue"I'm investigating the disappearances. I was told you were near the orchard yesterday evening." 
languages
eng1
spa0.7423220102373197
passestrue
3
name"Maria" 
dialogue"¿Las desapariciones? Yo... yo sólo estaba tomando fotos. Fotos del paisaje, del atardecer. No vi a nadie... bueno, no estoy segura." 
languages
spa1
eng0.7595249294449671
passestrue
4
name"Hunter" 
dialogue"I... look, I don't understand Spanish. Do you speak any English? At all?" 
languages
eng1
spa0.7798076923076923
passestrue
5
name"Maria" 
dialogue"No inglés. Lo siento. No entiendo qué dice. ¿Desapariciones? ¿Quiénes desaparecieron? Yo sólo quería fotos de las manzanas, del festival..." 
languages
spa1
eng0.7548116693321568
passestrue
6
name"Hunter" 
dialogue"Okay, okay. Just... calm down. Can you show me? The photos? Your camera?" 
languages
eng1
spa0.9359010402024177
7
name"Maria" 
dialogue"¿Las fotos? Sí, sí... mire." 
languages
spa1
eng0.911662817551963
passestrue
8
name"Maria" 
dialogue"Él... yo no vi a este hombre. No recuerdo haberlo visto. Pero está en la foto." 
languages
spa1
eng0.7855092433115168
passestrue
9
name"Hunter" 
dialogue"I don't— wait. Who is that? Is that... when was this taken?" 
languages
eng1
spa0.8541019445403291
passestrue
10
name"Maria" 
dialogue"Ayer. Anoche. Yo no lo vi cuando tomé la foto. Sólo... sólo lo vi ahora." 
languages
spa1
eng0.9864720541117835
11
name"Maria" 
dialogue"¿Es una de las personas que desaparecieron?" 
languages
spa1
eng0.4618960416960135
passestrue
12
name"Hunter" 
dialogue"I think you just found something important. I need to—" 
languages
eng1
spa0.49361313868613144
passestrue
13
name"Hunter" 
dialogue"I have to take this. Stay here. Don't leave town. I'll find someone who can translate." 
languages
eng1
spa0.7697300990775537
passestrue
14
name"Maria" 
dialogue"¿Qué? ¿Se va? No entiendo... por favor, ¿qué está pasando?" 
languages
spa1
eng0.7891783567134268
passestrue
15
name"Hunter" 
dialogue"Just— stay. Here." 
languages
eng1
spa0.8180574555403557
passestrue