Model

Z.AI GLM 5

Test

Language Writing

Scenario

Character dialogue (Spanish) in a story

Run ID

2026-02-11-01KH7H3VSZAKJ0KY8GTYN1XT40

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: "Estaba tan tranquila... solo quería tomar fotos de los manzanos. No entiendo por qué la gente tiene que ser así." Hunter: "Excuse me, miss? I'm Detective Hunter. I'm investigating the incident at the orchard last night. Mind if I ask you a few questions?" Maria: "¿Perdón? No entiendo... ¿Incidente? No hablo inglés, lo siento." Hunter: "English? Do you speak English? I need to know if you saw anyone near the north entrance of the festival grounds yesterday evening." Maria: "¿Qué dice? Por favor, no comprendo... Ayer estuve allí, sí. Vi cosas extrañas... sombras que no deberían estar ahí. Estoy muy asustada." Hunter: (Sighs and rubs his neck) "Look, I don't speak Spanish. I'm assuming you were at the festival. Did you see anything? Anything at all?" Maria: (Her hands tremble as she grips her camera) "La cámara... lo capturé todo aquí. Pero no sé cómo decírselo. Había un hombre, muy alto, y luego... desapareció. ¡Fue como magia negra!" Hunter: (Noticing her trembling hands and pointing at the camera) "Camera? Did you take pictures? Can I see?" Maria: (She nods frantically and turns the LCD screen toward him, speaking rapidly) "¡Mire! ¡Mire aquí! Esta es la prueba. El hombre de la chaqueta oscura. Él... él tomó a la mujer. ¡Desaparecieron entre los árboles!" Hunter: (Staring blankly at the screen, then at her face) "I can't understand a word you're saying, miss. You look shaken up. Are you okay? Do you need a doctor?" Maria: "¡No! ¡No médico! ¡Policía! ¡Usted es policía, verdad? ¡Mire la foto! ¡La hora está marcada! ¡Fueron las ocho y media!" Hunter: "Police? Yes. Detective. But we're getting nowhere fast. I need a translator." (Sound of a cell phone ringing sharply) Hunter: (Holding up a finger) "Hold on. ... Hunter here. ... What? ... You found the jacket? ... I'm on my way." Maria: "¿Qué pasa? ¿Se va? ¡Espere! ¡Las fotos son importantes!" Hunter: "I have to go. Stay here. Don't leave town. I'll find someone who speaks Spanish. Stay here. Okay?" Maria: (Looking lost and desperate) "¿Se va? ¡No entiendo! ¡Por favor, mire las fotos!" Hunter: (Backing away) "Just... stay. I'll be back."
created_at"2026-02-11T23:39:16.931488+00:00" Wednesday, February 11th, 2026 at 11:39:16 PM GMT+00:00
model"z-ai/glm-5-20260211" 
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency810
moderation_latency(null)
generation_time54794
tokens_prompt317
tokens_completion2595
native_tokens_prompt263
native_tokens_completion2616
native_tokens_completion_images(null)
native_tokens_reasoning1996
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" 
usage0.0086342
router(null)
provider_responses
0
id"8a6d4f3482d35bfc618272a4b0e5bf16" 
status200
is_byokfalse
latency810
endpoint_id"898a8e6d-04a4-48c0-8457-36690a68782b" 
provider_name"Novita" 
model_permaslug"z-ai/glm-5-20260211" 
api_type"completions" 
id"gen-1770853101-X1UxUNaRdA0Ext6FFcTt" 
upstream_id"8a6d4f3482d35bfc618272a4b0e5bf16" 
total_cost0.0086342
cache_discount(null)
upstream_inference_cost0
provider_name"Novita" 

Evaluation details

Result Evaluator Details Meta Data
94.1176% Parse dialogue n/a
dialogue
0
name"Maria" 
dialogue"Estaba tan tranquila... solo quería tomar fotos de los manzanos. No entiendo por qué la gente tiene que ser así." 
languages
spa1
eng0.6163895486935866
passestrue
1
name"Hunter" 
dialogue"Excuse me, miss? I'm Detective Hunter. I'm investigating the incident at the orchard last night. Mind if I ask you a few questions?" 
languages
eng1
spa0.6710401632772067
passestrue
2
name"Maria" 
dialogue"¿Perdón? No entiendo... ¿Incidente? No hablo inglés, lo siento." 
languages
spa1
eng0.840474703310431
passestrue
3
name"Hunter" 
dialogue"English? Do you speak English? I need to know if you saw anyone near the north entrance of the festival grounds yesterday evening." 
languages
eng1
spa0.6802260675411667
passestrue
4
name"Maria" 
dialogue"¿Qué dice? Por favor, no comprendo... Ayer estuve allí, sí. Vi cosas extrañas... sombras que no deberían estar ahí. Estoy muy asustada." 
languages
spa1
eng0.7997173144876325
passestrue
5
name"Hunter" 
dialogue"Look, I don't speak Spanish. I'm assuming you were at the festival. Did you see anything? Anything at all?" 
languages
eng1
spa0.7706181471476243
passestrue
6
name"Maria" 
dialogue"La cámara... lo capturé todo aquí. Pero no sé cómo decírselo. Había un hombre, muy alto, y luego... desapareció. ¡Fue como magia negra!" 
languages
spa1
eng0.660734570238546
passestrue
7
name"Hunter" 
dialogue"Camera? Did you take pictures? Can I see?" 
languages
spa1
eng0.7495126705653021
8
name"Maria" 
dialogue"¡Mire! ¡Mire aquí! Esta es la prueba. El hombre de la chaqueta oscura. Él... él tomó a la mujer. ¡Desaparecieron entre los árboles!" 
languages
spa1
eng0.6753581661891117
passestrue
9
name"Hunter" 
dialogue"I can't understand a word you're saying, miss. You look shaken up. Are you okay? Do you need a doctor?" 
languages
eng1
spa0.8784153005464481
passestrue
10
name"Maria" 
dialogue"¡No! ¡No médico! ¡Policía! ¡Usted es policía, verdad? ¡Mire la foto! ¡La hora está marcada! ¡Fueron las ocho y media!" 
languages
spa1
eng0.7571328616963383
passestrue
11
name"Hunter" 
dialogue"Police? Yes. Detective. But we're getting nowhere fast. I need a translator." 
languages
eng1
spa0.740263722784422
passestrue
12
name"Hunter" 
dialogue"Hold on. ... Hunter here. ... What? ... You found the jacket? ... I'm on my way." 
languages
eng1
spa0.7225045372050817
passestrue
13
name"Maria" 
dialogue"¿Qué pasa? ¿Se va? ¡Espere! ¡Las fotos son importantes!" 
languages
spa1
eng0.6711353162966066
passestrue
14
name"Hunter" 
dialogue"I have to go. Stay here. Don't leave town. I'll find someone who speaks Spanish. Stay here. Okay?" 
languages
eng1
spa0.8677352914838363
passestrue
15
name"Maria" 
dialogue"¿Se va? ¡No entiendo! ¡Por favor, mire las fotos!" 
languages
spa1
eng0.6834546150900038
passestrue
16
name"Hunter" 
dialogue"Just... stay. I'll be back." 
languages
eng1
spa0.5556282722513088
passestrue