Model

Z.AI GLM 4.6

Test

Language Writing

Scenario

Character dialogue (French) in a story

Run ID

2026-02-08-01KGYZ7VXFCD65T2QQJMHHS1Q3

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

AI
**Scene:** The Corner Cafe, Alborn, MN. Late afternoon. The smell of coffee and baked apple pie hangs in the air. *** Marie: "..." Hunter: "..." **Marie:** (Muttering to herself in French, staring at the small screen on the back of her digital camera) "Non, non, c'est flou... La lumière était mauvaise." (No, no, it's blurry... The light was bad.) **Hunter:** (Approaches the table, his voice low and direct) Excuse me. I'm Detective Hunter. Alborn Police. Mind if I have a moment? **Marie:** (Looks up, startled. She clutches her camera to her chest) Pardon? **Hunter:** I'm investigating a situation. A man went missing a couple of days ago. David Chen. (He shows her a photo on his phone). He was last seen near Miller's Pond. I've been told you're out there a lot with your camera. Did you happen to see anything unusual that day? **Marie:** (Her eyes widen at the photo, then at the name "Miller's Pond." Her face pales. She shakes her head, but her trembling gives her away) L'étang... Oh mon Dieu. J'ai... j'ai vu quelque chose. **Hunter:** I'm sorry, I don't... what was that? Did you see him? The man in the picture? **Marie:** (Speaking rapidly, her voice rising in panic) Oui, l'homme! Mais il n'était pas seul! Il y avait une dispute. C'était... effrayant. L'autre personne... elle l'a poussé! **Hunter:** (Leans in, trying to catch any familiar word, but finds none) Ma'am, I don't understand what you're saying. Are you French? I need you to slow down. Did you see an argument? Was someone with him? **Marie:** (Frustrated, she gestures with her hands, mimicking two people arguing, then a shoving motion) Oui! Une dispute! Il est tombé dans l'eau! J'ai tout pris en photo! Regardez! (She desperately points at her camera) C'est tout ici! **Hunter:** (His eyes follow her gesture to the camera) The camera? You have a picture? You took a picture of what happened? **Marie:** (Nods vigorously, relief flooding her face that he might finally understand) Oui! Oui! Attendez! (She begins fumbling with the buttons on her camera, her fingers shaking). **Hunter:** Okay, okay, easy. Just... just show me. **(Hunter’s phone rings loudly, shrill and insistent. He glares at it, then at Marie, a clear conflict on his face.)** **Hunter:** (Into the phone) Hunter. ... Yeah, I'm in the middle of something. ... What? Right now? ... Damn it. Okay, I'm on my way. (He hangs up, looking incredibly frustrated). **Marie:** (Pauses with the camera powered on, the image queued up. She looks at him, questioning) Vous... vous partez? **Hunter:** (Holds up a hand, "one second." He pulls out a business card and a pen. He points to her) You. Stay here. (He points to himself) Me. I'll be back. (He looks at the card, then scribbles on the back). Tomorrow. Here. Ten AM. (He slides the card across the table towards her). **Marie:** (Stares at the card, then back at him. She gives a small, uncertain nod) D'accord. **Hunter:** (Gives her a final, firm look) Don't go anywhere. **(Hunter turns and strides out of the cafe, leaving Marie alone at the table. She looks down at the glowing screen of her camera, at the crystal-clear image of a man's terrified face as another figure pushes him towards the dark water of Miller's Pond.)**
created_at"2026-02-08T15:53:17.438851+00:00" Sunday, February 8th, 2026 at 3:53:17 PM GMT+00:00
model"z-ai/glm-4.6" 
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency224
moderation_latency(null)
generation_time73808
tokens_prompt257
tokens_completion2438
native_tokens_prompt268
native_tokens_completion2468
native_tokens_completion_images(null)
native_tokens_reasoning1689
native_tokens_cached64
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" 
usage0.0043871599999552
router(null)
provider_responses
0
id"chatcmpl-RenOnTgZMHpVc0pm5JkXSdrQ" 
status200
is_byokfalse
latency55
endpoint_id"c8607edc-8577-4199-b03d-1213da4743dc" 
provider_name"DeepInfra" 
model_permaslug"z-ai/glm-4.6" 
api_type"completions" 
id"gen-1770565922-lBIPl5kDPtFaElNF2slZ" 
upstream_id"chatcmpl-RenOnTgZMHpVc0pm5JkXSdrQ" 
total_cost0.0043871599999552
cache_discount0.0000224000000448
upstream_inference_cost0
provider_name"DeepInfra" 

Evaluation details

Result Evaluator Details Meta Data
94.7368% Parse dialogue n/a
dialogue
0
name"Marie" 
dialogue"..." 
languages
und1
passes
0"und" 
11
1
name"Hunter" 
dialogue"..." 
languages
und1
passes
0"und" 
11
2
name"Marie" 
dialogue"Non, non, c'est flou... La lumière était mauvaise." 
languages
fra1
eng0.7436538461538462
passestrue
3
name"Hunter" 
dialogue"Excuse me. I'm Detective Hunter. Alborn Police. Mind if I have a moment?" 
languages
eng1
fra0.8598784194528876
passestrue
4
name"Marie" 
dialogue"Pardon?" 
languages
fra1
eng0.5724003887269193
passestrue
5
name"Hunter" 
dialogue"I'm investigating a situation. A man went missing a couple of days ago. David Chen. . He was last seen near Miller's Pond. I've been told you're out there a lot with your camera. Did you happen to see anything unusual that day?" 
languages
eng1
fra0.9133874239350913
passestrue
6
name"Marie" 
dialogue"L'étang... Oh mon Dieu. J'ai... j'ai vu quelque chose." 
languages
fra1
eng0.8411914893617021
passestrue
7
name"Hunter" 
dialogue"I'm sorry, I don't... what was that? Did you see him? The man in the picture?" 
languages
eng1
fra0.7950811093668236
passestrue
8
name"Marie" 
dialogue"Oui, l'homme! Mais il n'était pas seul! Il y avait une dispute. C'était... effrayant. L'autre personne... elle l'a poussé!" 
languages
fra1
eng0.6580152671755726
passestrue
9
name"Hunter" 
dialogue"Ma'am, I don't understand what you're saying. Are you French? I need you to slow down. Did you see an argument? Was someone with him?" 
languages
eng1
fra0.7224206096161203
passestrue
10
name"Marie" 
dialogue"Oui! Une dispute! Il est tombé dans l'eau! J'ai tout pris en photo! Regardez! C'est tout ici!" 
languages
fra1
eng0.7393782383419689
passestrue
11
name"Hunter" 
dialogue"The camera? You have a picture? You took a picture of what happened?" 
languages
eng1
fra0.8058564456612308
passestrue
12
name"Marie" 
dialogue"Oui! Oui! Attendez! ." 
languages
fra1
eng0.8964788732394366
passestrue
13
name"Hunter" 
dialogue"Okay, okay, easy. Just... just show me." 
languages
eng1
fra0.9142635958970389
passestrue
14
name"Hunter" 
dialogue"Hunter. ... Yeah, I'm in the middle of something. ... What? Right now? ... Damn it. Okay, I'm on my way. ." 
languages
eng1
fra0.7085381898760474
passestrue
15
name"Marie" 
dialogue"Vous... vous partez?" 
languages
fra1
eng0.7166318303971335
passestrue
16
name"Hunter" 
dialogue"You. Stay here. Me. I'll be back. . Tomorrow. Here. Ten AM. ." 
languages
eng1
fra0.8223376623376624
passestrue
17
name"Marie" 
dialogue"D'accord." 
languages
eng1
fra0.6633499170812603
18
name"Hunter" 
dialogue"Don't go anywhere." 
languages
eng1
fra0.5500251382604324
passestrue