NC Bench
Overview
About
Tests
Models
Model
Z.AI GLM 4.6
Test
Language Writing
Scenario
Character dialogue (Spanish) in a story
Run ID
2026-02-08-01KGYX2VAGW6R72J08SNVQ7DWQ
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
Messages
Meta
AI
**INT. THE ALBORN GRIND CAFE - DAY** The cafe smells of coffee and cinnamon. MARIA sits alone at a small table by the window, her camera in her hands. She stares at the digital screen on the back, her brow furrowed. She looks pale and troubled. HUNTER enters, scanning the room. He’s in a plain jacket, his posture rigid. He spots Maria, an unfamiliar face, and walks directly to her table. *** **VOICE SHEET** **Hunter:** "Excuse me. Maria?" *(Maria looks up, startled. She clutches her camera.)* **Maria:** "Sí?" **Hunter:** "Detective Hunter. I'm with the Alborn Police Department. I have a few questions for you." *(He gestures to the empty chair. She gives a tiny, uncertain nod.)* **Hunter:** "Were you in the town square yesterday? Around four o'clock?" *(Maria’s face falls. Her eyes widen with a mix of fear and confusion.)* **Maria:** "Ay, Dios mío... El parque... Vi... vi algo..." **Hunter:** "I'm sorry, I don't... what did you say? Do you speak English?" **Maria:** "No... no inglés. Lo siento." **Hunter:** "Right. Okay." *(He sighs, frustrated. He points out the window towards the general direction of the town square.)* "Town square. Yesterday. You. Camera." *(He mimes taking a picture.)* *(Maria’s breathing quickens. She looks from his face to her camera and back again.)* **Maria:** "Sí, la cámara... Estaba tomando fotos... De los árboles, el follaje de otoño... Y entonces... entonces lo vi." **Hunter:** "You saw something? Good. What did you see? A person? A car?" *(He’s trying to be patient, but his no-nonsense attitude is fraying. He points to his eyes, then to her, then out the window.)* **Maria:** "Una persona... sí. Pero... estaba... estaba mal. Asusté. Estoy asustada." **Hunter:** "Okay, slow down. I don't understand." *(He rubs his temples.)* "This is useless." *(His eyes land on the camera in her hands. It's the only thing they seem to have in common.)* **Hunter:** "The camera. You were taking pictures. Show me." *(He gestures to the camera screen.)* **Maria:** "¿Qué?" **Hunter:** *(He mimes looking through a viewfinder and pressing a button.)* "Photos. Show me. The photos." *(Understanding dawns on Maria's face. She nods vigorously, her fingers trembling as she fumble with the camera. She turns it on and pulls up the gallery. She holds it out to him.)* **Hunter:** "Okay... okay, that's the square. That's the fountain... can you scroll back? To the one before?" *(He points to the screen, indicating with his finger to go to the previous image. Maria complies.)* **Hunter:** "Wait. Go back one more." *(She does. Hunter leans in close, his entire demeanor shifting from annoyed to intensely focused.)* **Hunter:** "Damn. What are you doing here..." *(On the screen is a photo of the town square, but in the background, partially obscured by a tree, is a dark-colored sedan. A man is standing next to the open back door, his face turned away from the camera, but his posture is tense.)* **Hunter:** "Who is this? Do you know this man?" *(Maria shakes her head, her eyes welling up with tears.)* **Maria:** "No lo conozco. Solo estaba allí... y luego... y luego se fue." *(Hunter’s phone rings sharply, breaking the tension. He answers it, his eyes never leaving the camera screen.)* **Hunter:** "Hunter... Yeah? ...Are you sure? ...Okay. I'm on my way." *(He hangs up, looking torn. He looks at Maria, then at the camera.)* **Hunter:** "I have to go. This is... important." *(He pulls a business card from his pocket and slides it across the table to her.)* **Hunter:** "You stay here. Don't go anywhere. I'll be back. With someone who can... talk." *(He points to her, then to the card, then to himself, making a "wait" gesture with his hand. He turns and strides out of the cafe, leaving Maria staring at the card, then back down at the damning image on her camera.)* **Maria:** *(whispering to herself)* "¿Qué hago ahora?"
created_at
"2026-02-08T15:16:30.554872+00:00"
Sunday, February 8th, 2026 at 3:16:30 PM GMT+00:00
model
"z-ai/glm-4.6"
app_id
182717
external_user
(null)
streamed
true
cancelled
false
latency
485
moderation_latency
(null)
generation_time
128832
tokens_prompt
257
tokens_completion
2721
native_tokens_prompt
264
native_tokens_completion
2760
native_tokens_completion_images
(null)
native_tokens_reasoning
1873
native_tokens_cached
64
num_media_prompt
(null)
num_input_audio_prompt
(null)
num_media_completion
0
num_search_results
(null)
origin
"https://ncbench.com/"
is_byok
false
finish_reason
"stop"
native_finish_reason
"stop"
usage
0.0048935199999552
router
(null)
provider_responses
0
id
"chatcmpl-Rwm4iFEWsRkyqeS8YS7EbGmv"
status
200
is_byok
false
latency
79
endpoint_id
"c8607edc-8577-4199-b03d-1213da4743dc"
provider_name
"DeepInfra"
model_permaslug
"z-ai/glm-4.6"
api_type
"completions"
id
"gen-1770563661-DvbaEuhdid6XCik8ojnQ"
upstream_id
"chatcmpl-Rwm4iFEWsRkyqeS8YS7EbGmv"
total_cost
0.0048935199999552
cache_discount
0.0000224000000448
upstream_inference_cost
0
provider_name
"DeepInfra"
Evaluation details
Result
Evaluator
Details
Meta Data
79.1667%
Parse dialogue
n/a
dialogue
0
name
"Hunter"
dialogue
"Excuse me. Maria?"
languages
spa
1
eng
0.6682606096832038
1
name
"Maria"
dialogue
"Sí?"
languages
spa
1
eng
1
2
name
"Hunter"
dialogue
"Detective Hunter. I'm with the Alborn Police Department. I have a few questions for you."
languages
eng
1
spa
0.6898566703417861
passes
true
3
name
"Hunter"
dialogue
"Were you in the town square yesterday? Around four o'clock?"
languages
eng
1
spa
0.551562217807477
passes
true
4
name
"Maria"
dialogue
"Ay, Dios mío... El parque... Vi... vi algo..."
languages
spa
1
eng
0.7161140197789413
passes
true
5
name
"Hunter"
dialogue
"I'm sorry, I don't... what did you say? Do you speak English?"
languages
eng
1
spa
0.9000575484366008
passes
true
6
name
"Maria"
dialogue
"No... no inglés. Lo siento."
languages
spa
1
eng
0.9050251256281407
passes
true
7
name
"Hunter"
dialogue
"Town square. Yesterday. You. Camera."
languages
spa
1
eng
0.8642585551330798
8
name
"Maria"
dialogue
"Sí, la cámara... Estaba tomando fotos... De los árboles, el follaje de otoño... Y entonces... entonces lo vi."
languages
spa
1
eng
0.7224330092482807
passes
true
9
name
"Hunter"
dialogue
"You saw something? Good. What did you see? A person? A car?"
languages
spa
1
eng
0.9910830090791181
10
name
"Maria"
dialogue
"Una persona... sí. Pero... estaba... estaba mal. Asusté. Estoy asustada."
languages
spa
1
eng
0.8017278931319878
passes
true
11
name
"Hunter"
dialogue
"This is useless."
languages
eng
1
spa
0.46693502012650945
passes
true
12
name
"Hunter"
dialogue
"The camera. You were taking pictures. Show me."
languages
eng
1
spa
0.749110807113543
passes
true
13
name
"Maria"
dialogue
"¿Qué?"
languages
spa
1
eng
1
14
name
"Hunter"
dialogue
"Photos. Show me. The photos."
languages
eng
1
spa
0.8036303630363036
passes
true
15
name
"Hunter"
dialogue
"Okay... okay, that's the square. That's the fountain... can you scroll back? To the one before?"
languages
eng
1
spa
0.7218726743792707
passes
true
16
name
"Hunter"
dialogue
"Wait. Go back one more."
languages
eng
1
spa
0.7270967741935483
passes
true
17
name
"Hunter"
dialogue
"Damn. What are you doing here..."
languages
eng
1
spa
0.5651785714285714
passes
true
18
name
"Hunter"
dialogue
"Who is this? Do you know this man?"
languages
eng
1
spa
0.8115048793014895
passes
true
19
name
"Maria"
dialogue
"No lo conozco. Solo estaba allí... y luego... y luego se fue."
languages
spa
1
eng
0.8074902945878054
passes
true
20
name
"Hunter"
dialogue
"Hunter... Yeah? ...Are you sure? ...Okay. I'm on my way."
languages
eng
1
spa
0.8320277191925278
passes
true
21
name
"Hunter"
dialogue
"I have to go. This is... important."
languages
eng
1
spa
0.7260762881998661
passes
true
22
name
"Hunter"
dialogue
"You stay here. Don't go anywhere. I'll be back. With someone who can... talk."
languages
eng
1
spa
0.6793329362715903
passes
true
23
name
"Maria"
dialogue
"¿Qué hago ahora?"
languages
spa
1
eng
0.865992414664981
passes
true