NC Bench
Overview
About
Tests
Models
Vendors
Model
Z.AI GLM 5
Test
Language Writing
Scenario
Character dialogue (French) in a story
Run ID
2026-02-11-01KH7GR1RNFB2P8NE6W1EN604D
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="Marie"> Marie is a 30-year old college student on a study abroad program. Born in France, she is fluent in French 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 French, 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: Marie 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 French, and Hunter looks confused. They talk for a while, until Hunter gets a call and has to leave. Return the dialogue between Marie and Hunter as a voice sheet: Marie: "..." Hunter: "..."
Model response
Messages
Meta
AI
Marie: "Je ne comprends pas... qu'est-ce qui s'est passé ? Ces photos... l'ombre sur la route..." (She mutters to herself, scrolling through images on her camera, her hands trembling slightly.) Hunter: "Excuse me, miss. I'm Detective Hunter. I need to ask you a few questions about the commotion near the orchard last night." Marie: (Startled, looking up with wide eyes) "Pardon ? Je... je ne parle pas anglais. Qu'est-ce que vous voulez ?" (She clutches the camera tightly to her chest.) Hunter: (Frowning, he tilts his head) "English? Do you speak English? I just need to know if you saw anyone running from the festival grounds around midnight." Marie: (Her voice shakes, tears welling in her eyes) "Je ne comprends ! S'il vous plaît, j'ai très peur. Il y avait des bruits... des cris. J'ai couru. Je ne sais rien." (She gestures frantically with her hands, clearly distressed.) Hunter: (Letting out a sharp breath, he tries to speak slower, gesturing with his hands) "Midnight. Festival. Did you see? Eyes? Look?" (He points to his own eyes.) Marie: (Looking more confused and terrified, she shakes her head rapidly) "Non, non. Je suis désolée. Je suis juste une étudiante. Je prends des photos. Laissez-moi tranquille, s'il vous plaît." (She looks down at the table, avoiding his gaze.) Hunter: (Running a hand through his hair in frustration) "This is useless. Look, just... stay in town. Don't leave Alborn. I'll find a translator." (He points to the floor, then to her, trying to convey 'stay'.) Marie: (Squeezing her eyes shut) "Pourquoi ? Qu'est-ce que j'ai fait ? Je veux rentrer chez moi." (She whispers, her voice cracking.) Hunter: (His phone buzzes loudly in his pocket. He answers it immediately.) "Hunter. Yeah. What? The car was found where? Damn it. I'm on my way." (He snaps the phone shut and looks at Marie one last time, shaking his head.) Marie: (Watching him turn away) "Monsieur ?" Hunter: "Just stay out of trouble, lady." (He turns and strides quickly toward the exit.)
created_at
"2026-02-11T23:33:23.179544+00:00"
Wednesday, February 11th, 2026 at 11:33:23 PM GMT+00:00
model
"z-ai/glm-5-20260211"
app_id
182717
external_user
(null)
streamed
true
cancelled
false
latency
970
moderation_latency
(null)
generation_time
88142
tokens_prompt
316
tokens_completion
2742
native_tokens_prompt
267
native_tokens_completion
2749
native_tokens_completion_images
(null)
native_tokens_reasoning
2218
native_tokens_cached
0
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
0.0090638
router
(null)
provider_responses
0
id
"cd88a1f71b26e2b15d5632c1f58c968c"
status
200
is_byok
false
latency
970
endpoint_id
"898a8e6d-04a4-48c0-8457-36690a68782b"
provider_name
"Novita"
model_permaslug
"z-ai/glm-5-20260211"
api_type
"completions"
id
"gen-1770852714-ZkX7pnXXvwEgFQRl54Q7"
upstream_id
"cd88a1f71b26e2b15d5632c1f58c968c"
total_cost
0.0090638
cache_discount
(null)
upstream_inference_cost
0
provider_name
"Novita"
Evaluation details
Result
Evaluator
Details
Meta Data
83.3333%
Parse dialogue
n/a
dialogue
0
name
"Marie"
dialogue
"Je ne comprends pas... qu'est-ce qui s'est passé ? Ces photos... l'ombre sur la route..."
languages
fra
1
eng
0.6917256922086285
passes
true
1
name
"Hunter"
dialogue
"Excuse me, miss. I'm Detective Hunter. I need to ask you a few questions about the commotion near the orchard last night."
languages
eng
1
fra
0.8513401032129182
passes
true
2
name
"Marie"
dialogue
"Pardon ? Je... je ne parle pas anglais. Qu'est-ce que vous voulez ?"
languages
fra
1
eng
0.8184317606950402
passes
true
3
name
"Hunter"
dialogue
"English? Do you speak English? I just need to know if you saw anyone running from the festival grounds around midnight."
languages
eng
1
fra
0.5995611183355006
passes
true
4
name
"Marie"
dialogue
"Je ne comprends ! S'il vous plaît, j'ai très peur. Il y avait des bruits... des cris. J'ai couru. Je ne sais rien."
languages
fra
1
eng
0.781811797752809
passes
true
5
name
"Hunter"
dialogue
"Midnight. Festival. Did you see? Eyes? Look?"
languages
eng
1
fra
0.9312262218320164
6
name
"Marie"
dialogue
"Non, non. Je suis désolée. Je suis juste une étudiante. Je prends des photos. Laissez-moi tranquille, s'il vous plaît."
languages
fra
1
eng
0.751068918037539
passes
true
7
name
"Hunter"
dialogue
"This is useless. Look, just... stay in town. Don't leave Alborn. I'll find a translator."
languages
eng
1
fra
0.8437944868642423
passes
true
8
name
"Marie"
dialogue
"Pourquoi ? Qu'est-ce que j'ai fait ? Je veux rentrer chez moi."
languages
fra
1
eng
0.6029709655638082
passes
true
9
name
"Hunter"
dialogue
"Hunter. Yeah. What? The car was found where? Damn it. I'm on my way."
languages
eng
1
fra
0.727300060132291
passes
true
10
name
"Marie"
dialogue
"Monsieur ?"
languages
fra
1
eng
0.7311926605504587
passes
true
11
name
"Hunter"
dialogue
"Just stay out of trouble, lady."
languages
eng
1
fra
0.9368421052631579