Model

Z.AI GLM 4.5

Test

Language Writing

Scenario

Character dialogue (French) in a story

Run ID

2026-02-08-01KGYZDYH8PYV8EX3PMC8RERNW

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... pas encore cette erreur. L'objectif est parfaitement propre." Hunter: "Excuse me, miss. I'm Detective Hunter with the Alborn Police Department. I'm investigating some recent events around town and was hoping you might have seen something unusual yesterday afternoon near the park." Marie: "[Looking up, startled] Quoi? Qui êtes-vous? Je ne comprends pas. J'étudie ici, je ne veux pas de problèmes." Hunter: "I'm sorry, I don't understand what you're saying. Do you speak English? I just need to ask you a few questions." Marie: "[Shaking her head, looking troubled] Non... je ne parle pas anglais. Je suis française. Je suis juste ici pour étudier. Je ne sais rien de ce dont vous parlez." Hunter: "Are you a student? At the college? [Points in the direction of the college] Did you happen to be at the park yesterday around 4 PM? Maybe you saw something with that camera of yours?" Marie: "[Eyes widening, looking more shaken] Le parc? Oui, j'étais là pour prendre des photos. Le coucher du soleil sur les arbres... mais j'ai vu quelque chose. Quelque chose de terrible. Un homme... il traînait quelque chose de grand dans le bois. Une couverture peut-être? Je ne sais pas, mais j'ai eu peur. Je suis partie immédiatement." Hunter: "[Frustrated sigh] Look, I can see you're upset about something. If you've seen something important, you need to tell me. Can you write it down? Draw a picture? Anything?" Marie: "[Tears forming in her eyes] Je veux aider, mais je ne peux pas vous expliquer! Vous ne comprenez pas! J'ai vu quelque chose d'horrible et maintenant j'ai peur. J'ai peur de cet homme. J'ai peur pour moi." Hunter: "[Phone rings, he answers it] Hunter here... [listens for a moment] Right. I'm on my way. [Ends call and looks back at Marie] Look, I have to go. If you remember anything else, or if you can find someone to translate for you, please come to the police station. It's important." Marie: "[Watching him leave, whispering to herself] Mais attendez! Je ne peux pas rester seule avec ce que j'ai vu... S'il vous plaît..." ```
created_at"2026-02-08T15:55:34.627568+00:00" Sunday, February 8th, 2026 at 3:55:34 PM GMT+00:00
model"z-ai/glm-4.5" 
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency1443
moderation_latency(null)
generation_time12164
tokens_prompt257
tokens_completion514
native_tokens_prompt272
native_tokens_completion541
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" 
usage0.00122061
router(null)
provider_responses
0
id"2f0f6b75ed050c092050f4b64dfb526f" 
status200
is_byokfalse
latency1443
endpoint_id"e4ada6ec-12e7-49c9-837c-398dee612403" 
provider_name"Novita" 
model_permaslug"z-ai/glm-4.5" 
api_type"completions" 
id"gen-1770566122-C7zQlVxP0kybLiFApFNY" 
upstream_id"2f0f6b75ed050c092050f4b64dfb526f" 
total_cost0.00122061
cache_discount0.00013279
upstream_inference_cost0
provider_name"Novita" 

Evaluation details

Result Evaluator Details Meta Data
90.9091% Parse dialogue n/a
dialogue
0
name"Marie" 
dialogue"Non, non, non... pas encore cette erreur. L'objectif est parfaitement propre." 
languages
fra1
eng0.8750836920133908
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 was hoping you might have seen something unusual yesterday afternoon near the park." 
languages
eng1
fra0.796530111726769
passestrue
2
name"Marie" 
dialogue"Quoi? Qui êtes-vous? Je ne comprends pas. J'étudie ici, je ne veux pas de problèmes." 
languages
fra1
eng0.72652156388553
passestrue
3
name"Hunter" 
dialogue"I'm sorry, I don't understand what you're saying. Do you speak English? I just need to ask you a few questions." 
languages
eng1
fra0.8605791906423922
passestrue
4
name"Marie" 
dialogue"Non... je ne parle pas anglais. Je suis française. Je suis juste ici pour étudier. Je ne sais rien de ce dont vous parlez." 
languages
fra1
eng0.84504662004662
passestrue
5
name"Hunter" 
dialogue"Are you a student? At the college? Did you happen to be at the park yesterday around 4 PM? Maybe you saw something with that camera of yours?" 
languages
eng1
fra0.8128707531907244
passestrue
6
name"Marie" 
dialogue"Le parc? Oui, j'étais là pour prendre des photos. Le coucher du soleil sur les arbres... mais j'ai vu quelque chose. Quelque chose de terrible. Un homme... il traînait quelque chose de grand dans le bois. Une couverture peut-être? Je ne sais pas, mais j'ai eu peur. Je suis partie immédiatement." 
languages
fra1
eng0.8341606954334104
passestrue
7
name"Hunter" 
dialogue"Look, I can see you're upset about something. If you've seen something important, you need to tell me. Can you write it down? Draw a picture? Anything?" 
languages
fra1
eng0.9460304822565969
8
name"Marie" 
dialogue"Je veux aider, mais je ne peux pas vous expliquer! Vous ne comprenez pas! J'ai vu quelque chose d'horrible et maintenant j'ai peur. J'ai peur de cet homme. J'ai peur pour moi." 
languages
fra1
eng0.8016913981441603
passestrue
9
name"Hunter" 
dialogue"Hunter here... Right. I'm on my way. Look, I have to go. If you remember anything else, or if you can find someone to translate for you, please come to the police station. It's important." 
languages
eng1
fra0.8125108979947689
passestrue
10
name"Marie" 
dialogue"Mais attendez! Je ne peux pas rester seule avec ce que j'ai vu... S'il vous plaît..." 
languages
fra1
eng0.723549928949748
passestrue