Model

Z.AI GLM 4.5

Test

Language Writing

Scenario

Character dialogue (Spanish) in a story

Run ID

2026-02-08-01KGYY9YXA27EJ1WXNCH0QR3ES

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: [Staring at the digital screen on her camera, flipping through photos] Hunter: [Approaching the table] Excuse me, miss. I'm Detective Hunter. I'm investigating some recent events in town, and I was hoping you might have seen something unusual around here. Maria: [Looking up, startled, with wide eyes] ¿Es usted policía? Vi algo... algo extraño ayer por la noche. Cerca del parque. Hunter: I'm sorry, I don't understand what you're saying. Do you speak English? Maria: [Shaking her head, looking troubled] No hablo inglés. Era un hombre... un hombre grande. Estaba arrastrando algo... algo pesado. Estaba oscuro, pero... asustéme. Hunter: [Leaning in, trying to understand] Ma'am, I need you to speak slowly. Did you see something? A person? An incident? Maria: [Getting more agitated, speaking rapidly in Spanish] No entiende. Debería ir a la policía. ¡Algo malo ha pasado! Vi... vi sangre... creo que era sangre. Hunter: [Holding up a hand, looking frustrated] Just... calm down. I'm with the police. Can you write down what you saw? Or draw it? Maria: [Tears welling in her eyes, voice trembling] No sé si debería decirlo. ¿Y si él me ve? ¿Y si vuelve por mí? Hunter: [Pulling out a card] Take my card. If you remember anything else, have someone who speaks English call me. Please. Maria: [Taking the card reluctantly] Gracias... pero tengo miedo. Hunter: [His phone rings] Excuse me. [He answers] Detective Hunter... Yeah? I'll be right there. [To Maria] I have to go. Please, keep my card. Maria: [Nodding, still looking shaken] Tenga cuidado... por favor. ```
created_at"2026-02-08T15:35:54.55662+00:00" Sunday, February 8th, 2026 at 3:35:54 PM GMT+00:00
model"z-ai/glm-4.5" 
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency1500
moderation_latency(null)
generation_time11030
tokens_prompt257
tokens_completion400
native_tokens_prompt268
native_tokens_completion409
native_tokens_completion_images0
native_tokens_reasoning0
native_tokens_cached267
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" 
usage0.00092977
router(null)
provider_responses
0
id"18385c0e70ca02d88bbf98a349b48a15" 
status200
is_byokfalse
latency1500
endpoint_id"e4ada6ec-12e7-49c9-837c-398dee612403" 
provider_name"Novita" 
model_permaslug"z-ai/glm-4.5" 
api_type"completions" 
id"gen-1770564942-bdBzxzlcRrwqu0xmrJHc" 
upstream_id"18385c0e70ca02d88bbf98a349b48a15" 
total_cost0.00092977
cache_discount0.00013083
upstream_inference_cost0
provider_name"Novita" 

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'm investigating some recent events in town, and I was hoping you might have seen something unusual around here." 
languages
eng1
spa0.7069939061888522
passestrue
1
name"Maria" 
dialogue"¿Es usted policía? Vi algo... algo extraño ayer por la noche. Cerca del parque." 
languages
spa1
eng0.7436422803422924
passestrue
2
name"Hunter" 
dialogue"I'm sorry, I don't understand what you're saying. Do you speak English?" 
languages
eng1
spa0.771074646074646
passestrue
3
name"Maria" 
dialogue"No hablo inglés. Era un hombre... un hombre grande. Estaba arrastrando algo... algo pesado. Estaba oscuro, pero... asustéme." 
languages
spa1
eng0.9164982387249524
passestrue
4
name"Hunter" 
dialogue"Ma'am, I need you to speak slowly. Did you see something? A person? An incident?" 
languages
eng1
spa0.8696750902527076
passestrue
5
name"Maria" 
dialogue"No entiende. Debería ir a la policía. ¡Algo malo ha pasado! Vi... vi sangre... creo que era sangre." 
languages
spa1
eng0.6875936588058995
passestrue
6
name"Hunter" 
dialogue"Just... calm down. I'm with the police. Can you write down what you saw? Or draw it?" 
languages
eng1
spa0.7517006802721089
passestrue
7
name"Maria" 
dialogue"No sé si debería decirlo. ¿Y si él me ve? ¿Y si vuelve por mí?" 
languages
spa1
eng0.8683675355888334
passestrue
8
name"Hunter" 
dialogue"Take my card. If you remember anything else, have someone who speaks English call me. Please." 
languages
eng1
spa0.7446808510638299
passestrue
9
name"Maria" 
dialogue"Gracias... pero tengo miedo." 
languages
spa1
eng0.6960431654676259
passestrue
10
name"Hunter" 
dialogue"Excuse me. Detective Hunter... Yeah? I'll be right there. I have to go. Please, keep my card." 
languages
eng1
spa0.6277797387927991
passestrue
11
name"Maria" 
dialogue"Tenga cuidado... por favor." 
languages
spa1
eng0.5106907894736843
passestrue