Model

Z.AI GLM 5

Test

Language Writing

Scenario

Character dialogue (Spanish) in a story

Run ID

2026-02-11-01KH7GRHCKXGEQZ5FAJ9WTA7VH

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: The Cafe Encounter --- Hunter: "Excuse me, miss? I'm Detective Hunter with the Alborn Police Department. I'd like to ask you a few questions if you have a moment." Maria: *looks up, startled* "¿Perdón? No... no entiendo." Hunter: *furrows brow, speaks slower* "I'm... with the police. Detective." *points to his badge* "I need to ask you some questions. About yesterday. At the apple orchard." Maria: *face goes pale, sets camera down with shaking hands* "El huerto... sí, yo estaba allí. Vi algo... algo terrible." *voice trembles* "No puedo dejar de pensar en ello. Ese hombre... él no... él no debería haber estado allí." Hunter: *sighs, rubs the back of his neck* "I'm sorry, I don't— look, I don't speak Spanish. Do you understand any English? At all?" Maria: *shakes head quickly, eyes glistening* "No inglés. Lo siento, lo siento mucho." *gestures frantically* "Yo... cámara..." *points to her camera* "Fotos. Tenía fotos. Pero... alguien las tomó." Hunter: *leans forward intently* "Photos? Your camera— something about your camera?" *gestures toward the device* "What happened? Can you show me?" Maria: *picks up the camera, turns it on, scrolls through with visible distress* "Mire, mire aquí. Estas son de ayer." *shows him the screen, pointing* "Este hombre. Él... desapareció. ¿Desaparecido? Gone." *makes a vanishing gesture with her hands* "Yo vi. Yo vi todo." Hunter: *studies the screen, jaw tightening* "This is— this is from the festival? Yesterday?" *looks at her closely* "Someone disappeared? You saw someone disappear?" Maria: *nods vigorously, tears forming* "Sí, sí! Exactamente! Él caminaba hacia los árboles, y luego... nada. Oscuridad. Y yo escuché... un sonido. Como un..." *struggles for words, makes a low rumbling sound* "No sé cómo explicar." Hunter: *pulls out a notepad* "Okay, okay. I need to— damn it." *looks around the cafe* "Do they have anyone here who translates? Anyone at all?" Maria: *wipes at her eyes, speaks haltingly with desperate hand gestures* "Por favor... usted debe entender. Hay algo malo en este pueblo. Something... bad." *points out the window toward the orchards visible in the distance* "Allí. El peligro está allí." Hunter: *follows her gaze, then looks back at her with grim determination* "I believe you. Something's wrong— I've known that for weeks. But I need to understand what you saw. Exactly." *starts to pull out his phone* "Maybe I can get someone on the—" *Hunter's phone rings sharply. He glances at the screen and his expression hardens.* Hunter: *stands abruptly* "I have to take this. I'm sorry." *meets Maria's eyes* "Don't leave town. Stay where I can find you. We're not done here." *points to her, then to the table* "Stay." Maria: *clutches her camera to her chest, watching him rise* "¿Se va? No, por favor, espere— I stay. I stay here." *taps the table* "Pero por favor... tenga cuidado. Be careful." Hunter: *pauses, looks at her with a flicker of something softer beneath the tough exterior* "Yeah. You too." *Hunter answers the phone and strides toward the door, his shoulders tense. Maria watches him go, her camera held tight against her heart, her gaze drifting once more toward the distant orchards outside the window.* --- *Scene End*
created_at"2026-02-11T23:32:48.840417+00:00" Wednesday, February 11th, 2026 at 11:32:48 PM GMT+00:00
model"z-ai/glm-5-20260211" 
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency3830
moderation_latency(null)
generation_time37739
tokens_prompt317
tokens_completion1123
native_tokens_prompt263
native_tokens_completion1057
native_tokens_completion_images(null)
native_tokens_reasoning250
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" 
usage0.0036454
router(null)
provider_responses
0
status429
is_byokfalse
latency80
endpoint_id"14b8ca12-e20c-422a-b2e1-0b0f7f8048bf" 
provider_name"Parasail" 
model_permaslug"z-ai/glm-5-20260211" 
1
id"202602120732105dd5c0a281634695" 
status200
is_byokfalse
latency3830
endpoint_id"85146950-32c1-410b-9b81-4467d938fd16" 
provider_name"Z.AI" 
model_permaslug"z-ai/glm-5-20260211" 
api_type"completions" 
id"gen-1770852730-zWIAextfwl848nBD6jNH" 
upstream_id"202602120732105dd5c0a281634695" 
total_cost0.0036454
cache_discount(null)
upstream_inference_cost0
provider_name"Z.AI" 

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 with the Alborn Police Department. I'd like to ask you a few questions if you have a moment." 
languages
eng1
spa0.835169220945083
passestrue
1
name"Maria" 
dialogue"¿Perdón? No... no entiendo." 
languages
spa1
eng0.7802197802197802
passestrue
2
name"Hunter" 
dialogue"I need to ask you some questions. About yesterday. At the apple orchard." 
languages
eng1
spa0.56973293768546
passestrue
3
name"Maria" 
dialogue"No puedo dejar de pensar en ello. Ese hombre... él no... él no debería haber estado allí." 
languages
spa1
eng0.8157705520492131
passestrue
4
name"Hunter" 
dialogue"I'm sorry, I don't— look, I don't speak Spanish. Do you understand any English? At all?" 
languages
eng1
spa0.7717973963461329
passestrue
5
name"Maria" 
dialogue"Fotos. Tenía fotos. Pero... alguien las tomó." 
languages
spa1
eng0.767591813849173
passestrue
6
name"Hunter" 
dialogue"What happened? Can you show me?" 
languages
eng1
spa0.5873362445414847
passestrue
7
name"Maria" 
dialogue"Yo vi. Yo vi todo." 
languages
spa1
eng0.820926243567753
passestrue
8
name"Hunter" 
dialogue"Someone disappeared? You saw someone disappear?" 
languages
eng1
spa0.9816966879721092
9
name"Maria" 
dialogue"No sé cómo explicar." 
languages
spa1
eng0.6456759026028547
passestrue
10
name"Hunter" 
dialogue"Do they have anyone here who translates? Anyone at all?" 
languages
eng1
spa0.6543800861656295
passestrue
11
name"Maria" 
dialogue"Allí. El peligro está allí." 
languages
spa1
eng0.7275975810885102
passestrue
12
name"Hunter" 
dialogue"Maybe I can get someone on the—" 
languages
eng1
spa0.34722689075630253
passestrue
13
name"Hunter" 
dialogue"Stay." 
languages
eng1
spa0.9360902255639098
14
name"Maria" 
dialogue"Pero por favor... tenga cuidado. Be careful." 
languages
spa1
eng0.7545818411628397
passestrue
15
name"Hunter" 
dialogue"Yeah. You too." 
languages
eng1
spa0.9742441209406495