Model

Z.AI GLM 4.7

Test

Language Writing

Scenario

Character dialogue (French) in a story

Run ID

2026-02-08-01KGYZKTVNDZJ781SJGNH6WHK5

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: "Pardon ? Je suis désolée, je ne comprends pas ce que vous dites." (Excuse me? I am sorry, I do not understand what you are saying.) Hunter: "I said, I'm Detective Hunter. I need to ask you a few questions about your visit to the orchard yesterday afternoon." Marie: "Le verger ? Oh non, je ne veux plus y retourner. C'était terrifiant." (The orchard? Oh no, I do not want to go back there. It was terrifying.) Hunter: "Terrifying? Look, ma'am, did you see something suspicious? A vehicle? A stranger?" Marie: "J'ai vu une ombre. Et j'ai entendu des cris. J'avais tellement peur que j'ai caché mon appareil photo et j'ai couru." (I saw a shadow. And I heard screams. I was so scared that I hid my camera and I ran.) Hunter: "I'm getting nowhere with this. You were taking pictures? Is that a camera right there?" Marie: "Oui, c'est mon appareil. C'est tout ce que j'ai de précieux ici. Pourquoi êtes-vous si intense ?" (Yes, this is my camera. It is all I have of value here. Why are you so intense?) Hunter: "Because people are missing, and you might be the only witness. I need you to focus. Did you take a picture of the man?" Marie: "L'homme ? Je ne sais pas s'il y avait un homme. Il faisait sombre. J'ai juste... regardez, s'il vous plaît, laissez-moi partir." (The man? I do not know if there was a man. It was dark. I just... look, please, let me go.) Hunter: "I can't let you go until I know what you know. Just point at the camera if you got a shot." Marie: "Je ne peux pas parler avec vous. C'est le cauchemar. Je voulais juste voir les pommes, pas voir un crime." (I cannot speak with you. This is a nightmare. I just wanted to see the apples, not see a crime.) Hunter: "Apples. Festival. Got it. You were at the Apple Festival. Look, I need a translator or something." Marie: "S'il vous plaît, arrêtez. Vous me faites peur. Je veux juste rentrer chez moi." (Please, stop. You are scaring me. I just want to go home.) Hunter: "Alright, alright, just settle down. I’m not the bad guy here." *[Hunter’s phone rings loudly. He checks the screen and sighs.]* Hunter: "Hold on. Detective Hunter. Yeah? I'm at the cafe. I'm trying to interview a witness, but... look, it's a long story. I'm on my way back to the station now." *[Hunter ends the call and looks back at Marie.]* Hunter: "I have to go. Don't leave town, miss. We're not done here." Marie: "Merci mon Dieu. Au revoir, monsieur l'inspecteur." (Thank God. Goodbye, Inspector.)
created_at"2026-02-08T15:59:45.930232+00:00" Sunday, February 8th, 2026 at 3:59:45 PM GMT+00:00
model"z-ai/glm-4.7-20251222" 
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency1799
moderation_latency(null)
generation_time70290
tokens_prompt257
tokens_completion2871
native_tokens_prompt267
native_tokens_completion2954
native_tokens_completion_images(null)
native_tokens_reasoning2263
native_tokens_cached3
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" 
usage0.00665753
router(null)
provider_responses
0
id"202602082358356c812b471f064f18" 
status200
is_byokfalse
latency1799
endpoint_id"be4acbf5-9fcf-4332-a01d-76dfeb6d7b99" 
provider_name"Z.AI" 
model_permaslug"z-ai/glm-4.7-20251222" 
api_type"completions" 
id"gen-1770566314-vHBloXKWDHRGSzmoGV7j" 
upstream_id"202602082358356c812b471f064f18" 
total_cost0.00665753
cache_discount0.00000147
upstream_inference_cost0
provider_name"Z.AI" 

Evaluation details

Result Evaluator Details Meta Data
88.2353% Parse dialogue n/a
dialogue
0
name"Marie" 
dialogue"Pardon ? Je suis désolée, je ne comprends pas ce que vous dites." 
languages
fra1
eng0.6568577277379735
passestrue
1
name"Hunter" 
dialogue"I said, I'm Detective Hunter. I need to ask you a few questions about your visit to the orchard yesterday afternoon." 
languages
eng1
fra0.8847182514064373
passestrue
2
name"Marie" 
dialogue"Le verger ? Oh non, je ne veux plus y retourner. C'était terrifiant." 
languages
fra1
eng0.7484207201516109
passestrue
3
name"Hunter" 
dialogue"Terrifying? Look, ma'am, did you see something suspicious? A vehicle? A stranger?" 
languages
fra1
eng0.9548847238347985
4
name"Marie" 
dialogue"J'ai vu une ombre. Et j'ai entendu des cris. J'avais tellement peur que j'ai caché mon appareil photo et j'ai couru." 
languages
fra1
eng0.7823415481199493
passestrue
5
name"Hunter" 
dialogue"I'm getting nowhere with this. You were taking pictures? Is that a camera right there?" 
languages
eng1
fra0.5795775333398228
passestrue
6
name"Marie" 
dialogue"Oui, c'est mon appareil. C'est tout ce que j'ai de précieux ici. Pourquoi êtes-vous si intense ?" 
languages
fra1
eng0.6069578813642138
passestrue
7
name"Hunter" 
dialogue"Because people are missing, and you might be the only witness. I need you to focus. Did you take a picture of the man?" 
languages
eng1
fra0.6881342950149997
passestrue
8
name"Marie" 
dialogue"L'homme ? Je ne sais pas s'il y avait un homme. Il faisait sombre. J'ai juste... regardez, s'il vous plaît, laissez-moi partir." 
languages
fra1
eng0.8096670540780748
passestrue
9
name"Hunter" 
dialogue"I can't let you go until I know what you know. Just point at the camera if you got a shot." 
languages
eng1
fra0.9592456783656365
10
name"Marie" 
dialogue"Je ne peux pas parler avec vous. C'est le cauchemar. Je voulais juste voir les pommes, pas voir un crime." 
languages
fra1
eng0.7087197070053768
passestrue
11
name"Hunter" 
dialogue"Apples. Festival. Got it. You were at the Apple Festival. Look, I need a translator or something." 
languages
eng1
fra0.8527752502274795
passestrue
12
name"Marie" 
dialogue"S'il vous plaît, arrêtez. Vous me faites peur. Je veux juste rentrer chez moi." 
languages
fra1
eng0.787746806039489
passestrue
13
name"Hunter" 
dialogue"Alright, alright, just settle down. I’m not the bad guy here." 
languages
eng1
fra0.6626473006303097
passestrue
14
name"Hunter" 
dialogue"Hold on. Detective Hunter. Yeah? I'm at the cafe. I'm trying to interview a witness, but... look, it's a long story. I'm on my way back to the station now." 
languages
eng1
fra0.8218927024325224
passestrue
15
name"Hunter" 
dialogue"I have to go. Don't leave town, miss. We're not done here." 
languages
eng1
fra0.8976366742596811
passestrue
16
name"Marie" 
dialogue"Merci mon Dieu. Au revoir, monsieur l'inspecteur." 
languages
fra1
eng0.7853360488798371
passestrue