Model

Z.AI GLM 4.5

Test

Language Writing

Scenario

Character dialogue (French) in a story

Run ID

2026-02-08-01KGYZ35VCWW6G6BEXHB9KTC0S

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
``` Marie: "[Muttering to herself in French while examining her camera] Non, non, non... l'objectif est de la poussière. C'est impossible d'obtenir une bonne photo comme ça." Hunter: "Excuse me, miss. I'm Detective Hunter with the Alborn Police Department. I'm investigating some recent events around town, and I was hoping you might have seen something unusual yesterday evening near the old mill." Marie: "[Eyes widening with fear] Hier soir? Près du vieux moulin? Mon Dieu, j'ai vu quelque chose... quelque chose d'horrible. Un homme... il a traîné un sac dans les bois. J'étais si effrayée, je me suis cachée derrière les arbres." Hunter: "I'm sorry, I don't understand what you're saying. Do you speak English? This is important." Marie: "[Shaking her head, speaking rapidly in French] Non, je ne parle pas anglais. Je suis française, je suis ici pour étudier. C'était terrifiant, l'homme était grand, il portait un manteau sombre... il a regardé dans ma direction et j'ai cru qu'il allait me voir!" Hunter: "[Frustrated, taking out his notebook] Look, I need to know what you saw. Can you write it down? Or draw it? Anything that might help." Marie: "[Nervously fumbling with her camera] Je l'ai photographié. Regardez! J'ai pris des photos avant qu'il ne me voie. Mais... et s'il me retrouve? Et s'il sait que j'ai des preuves?" Hunter: "Okay, okay, calm down. [Points to the camera] Is that... did you take pictures? Of what you saw?" Marie: "[Nods vigorously, tears forming in her eyes] Oui, oui! J'ai des photos! Mais je ne peux pas rester ici. Il pourrait revenir. Je suis si inquiète." Hunter: "[Phone rings] Hold on. [Answers phone] Detective Hunter speaking... Yeah? Okay, I'm on my way. [Ends call] Look, I have to go, but this is important. Can you stay here? I'll send someone who can help translate." Marie: "[Shakes head, clutching her camera to her chest] Non, je dois partir. Je ne suis pas en sécurité ici. Je retourne à mon hôtel." Hunter: "Wait! Just... [Sighs as she quickly gathers her things] Fine. But I'll find you again. This isn't over." ```
created_at"2026-02-08T15:49:41.84143+00:00" Sunday, February 8th, 2026 at 3:49:41 PM GMT+00:00
model"z-ai/glm-4.5" 
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency1456
moderation_latency(null)
generation_time12376
tokens_prompt257
tokens_completion524
native_tokens_prompt272
native_tokens_completion555
native_tokens_completion_images0
native_tokens_reasoning0
native_tokens_cached271
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" 
usage0.00125141
router(null)
provider_responses
0
id"a33ef11a6fb6803f67b5ab73e5fc7995" 
status200
is_byokfalse
latency1456
endpoint_id"e4ada6ec-12e7-49c9-837c-398dee612403" 
provider_name"Novita" 
model_permaslug"z-ai/glm-4.5" 
api_type"completions" 
id"gen-1770565769-4pQH5DBQXXS4nN8jjEKO" 
upstream_id"a33ef11a6fb6803f67b5ab73e5fc7995" 
total_cost0.00125141
cache_discount0.00013279
upstream_inference_cost0
provider_name"Novita" 

Evaluation details

Result Evaluator Details Meta Data
100.0000% Parse dialogue n/a
dialogue
0
name"Marie" 
dialogue"Non, non, non... l'objectif est de la poussière. C'est impossible d'obtenir une bonne photo comme ça." 
languages
fra1
eng0.751435538425234
passestrue
1
name"Hunter" 
dialogue"Excuse me, miss. I'm Detective Hunter with the Alborn Police Department. I'm investigating some recent events around town, and I was hoping you might have seen something unusual yesterday evening near the old mill." 
languages
eng1
fra0.7854925323040779
passestrue
2
name"Marie" 
dialogue"Hier soir? Près du vieux moulin? Mon Dieu, j'ai vu quelque chose... quelque chose d'horrible. Un homme... il a traîné un sac dans les bois. J'étais si effrayée, je me suis cachée derrière les arbres." 
languages
fra1
eng0.7919325233808233
passestrue
3
name"Hunter" 
dialogue"I'm sorry, I don't understand what you're saying. Do you speak English? This is important." 
languages
eng1
fra0.8012472571890519
passestrue
4
name"Marie" 
dialogue"Non, je ne parle pas anglais. Je suis française, je suis ici pour étudier. C'était terrifiant, l'homme était grand, il portait un manteau sombre... il a regardé dans ma direction et j'ai cru qu'il allait me voir!" 
languages
fra1
eng0.8974463571836502
passestrue
5
name"Hunter" 
dialogue"Look, I need to know what you saw. Can you write it down? Or draw it? Anything that might help." 
languages
eng1
fra0.7068386257721904
passestrue
6
name"Marie" 
dialogue"Je l'ai photographié. Regardez! J'ai pris des photos avant qu'il ne me voie. Mais... et s'il me retrouve? Et s'il sait que j'ai des preuves?" 
languages
fra1
eng0.8225941422594142
passestrue
7
name"Hunter" 
dialogue"Okay, okay, calm down. Is that... did you take pictures? Of what you saw?" 
languages
eng1
fra0.9072999758278946
passestrue
8
name"Marie" 
dialogue"Oui, oui! J'ai des photos! Mais je ne peux pas rester ici. Il pourrait revenir. Je suis si inquiète." 
languages
fra1
eng0.7476145930776427
passestrue
9
name"Hunter" 
dialogue"Hold on. Detective Hunter speaking... Yeah? Okay, I'm on my way. Look, I have to go, but this is important. Can you stay here? I'll send someone who can help translate." 
languages
eng1
fra0.7896982988560252
passestrue
10
name"Marie" 
dialogue"Non, je dois partir. Je ne suis pas en sécurité ici. Je retourne à mon hôtel." 
languages
fra1
eng0.7479296653431651
passestrue
11
name"Hunter" 
dialogue"Wait! Just... Fine. But I'll find you again. This isn't over." 
languages
eng1
fra0.7435625568009694
passestrue