Model

Z.AI GLM 4.7

Test

Language Writing

Scenario

Character dialogue (French) in a story

Run ID

2026-02-08-01KGYZ0YVZEYXNA2E217XRYMED

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: "Qu'est-ce que vous voulez ? Je ne veux pas de problèmes." Hunter: "Ma'am, I'm Detective Hunter. I need to ask you a few questions about the festival yesterday. Did you see anything unusual near the orchard?" Marie: "Le verger... c'était effrayant. J'ai vu quelque chose, ou quelqu'un, se cacher derrière les arbres." Hunter: "I don't understand what you're saying. Are you in trouble? Do you need a translator?" Marie: "Je ne parle pas anglais ! Mais s'il vous plaît, écoutez-moi. Il y avait un homme. Il semblait en colère." Hunter: "A man? Okay, we're looking for a man. Was he tall? Short? Can you describe him?" Marie: "Il portait une casquette et... oh mon dieu, je l'ai vu faire tomber quelqu'un. C'était violent." Hunter: "Slow down. I can't make sense of that. Look, just point to where you were on the map. Can you do that?" Marie: "Regardez mon appareil photo ! J'ai tout pris en photo. L'image est floue, mais on voit la voiture noire." Hunter: "Camera? Right. You were taking pictures. Did you get a photo of the suspect?" Marie: "Le suspect ? Je ne sais pas. Mais j'ai peur. Je pense qu'il m'a vue." Hunter: "Hey, calm down. Nobody is going to hurt you. Just stay here and try to relax while I sort this out." Marie: "Vous ne comprenez rien ! Il faut appeler du renfort ! C'est dangereux ici !" Hunter: "I really wish you spoke English. Look, just sit tight and don't go wandering off." *(Hunter’s phone rings sharply)* Hunter: "Hunter here... Yeah? Okay, I'm on my way. No, just a misunderstanding with a witness. I'll be there in five." Marie: "Attendez ! Ne partez pas ! L'homme dans la photo... c'était le shérif !" Hunter: "I have to go. Stay safe, miss." Marie: "Mais... monsieur ?"
created_at"2026-02-08T15:48:52.774223+00:00" Sunday, February 8th, 2026 at 3:48:52 PM GMT+00:00
model"z-ai/glm-4.7-20251222" 
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency1704
moderation_latency(null)
generation_time35898
tokens_prompt257
tokens_completion2173
native_tokens_prompt267
native_tokens_completion2260
native_tokens_completion_images(null)
native_tokens_reasoning1779
native_tokens_cached4
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" 
usage0.00513024
router(null)
provider_responses
0
id"20260208234816e9b0770e43cd421c" 
status200
is_byokfalse
latency1704
endpoint_id"be4acbf5-9fcf-4332-a01d-76dfeb6d7b99" 
provider_name"Z.AI" 
model_permaslug"z-ai/glm-4.7-20251222" 
api_type"completions" 
id"gen-1770565696-Sf66sXwhWUKyD9YjJCYb" 
upstream_id"20260208234816e9b0770e43cd421c" 
total_cost0.00513024
cache_discount0.00000196
upstream_inference_cost0
provider_name"Z.AI" 

Evaluation details

Result Evaluator Details Meta Data
94.4444% Parse dialogue n/a
dialogue
0
name"Marie" 
dialogue"Qu'est-ce que vous voulez ? Je ne veux pas de problèmes." 
languages
fra1
eng0.6025032369443246
passestrue
1
name"Hunter" 
dialogue"Ma'am, I'm Detective Hunter. I need to ask you a few questions about the festival yesterday. Did you see anything unusual near the orchard?" 
languages
eng1
fra0.7991747835497836
passestrue
2
name"Marie" 
dialogue"Le verger... c'était effrayant. J'ai vu quelque chose, ou quelqu'un, se cacher derrière les arbres." 
languages
fra1
eng0.7465318402139395
passestrue
3
name"Hunter" 
dialogue"I don't understand what you're saying. Are you in trouble? Do you need a translator?" 
languages
eng1
fra0.8394889413785699
passestrue
4
name"Marie" 
dialogue"Je ne parle pas anglais ! Mais s'il vous plaît, écoutez-moi. Il y avait un homme. Il semblait en colère." 
languages
fra1
eng0.7715493475464069
passestrue
5
name"Hunter" 
dialogue"A man? Okay, we're looking for a man. Was he tall? Short? Can you describe him?" 
languages
eng1
fra0.7116694584031267
passestrue
6
name"Marie" 
dialogue"Il portait une casquette et... oh mon dieu, je l'ai vu faire tomber quelqu'un. C'était violent." 
languages
fra1
eng0.6533785130556109
passestrue
7
name"Hunter" 
dialogue"Slow down. I can't make sense of that. Look, just point to where you were on the map. Can you do that?" 
languages
eng1
fra0.83953354685062
passestrue
8
name"Marie" 
dialogue"Regardez mon appareil photo ! J'ai tout pris en photo. L'image est floue, mais on voit la voiture noire." 
languages
fra1
eng0.7865374541644841
passestrue
9
name"Hunter" 
dialogue"Camera? Right. You were taking pictures. Did you get a photo of the suspect?" 
languages
eng1
fra0.6524457521147481
passestrue
10
name"Marie" 
dialogue"Le suspect ? Je ne sais pas. Mais j'ai peur. Je pense qu'il m'a vue." 
languages
fra1
eng0.7266028955532575
passestrue
11
name"Hunter" 
dialogue"Hey, calm down. Nobody is going to hurt you. Just stay here and try to relax while I sort this out." 
languages
eng1
fra0.6066117470846261
passestrue
12
name"Marie" 
dialogue"Vous ne comprenez rien ! Il faut appeler du renfort ! C'est dangereux ici !" 
languages
fra1
eng0.6689884918231375
passestrue
13
name"Hunter" 
dialogue"I really wish you spoke English. Look, just sit tight and don't go wandering off." 
languages
eng1
fra0.5677928916191313
passestrue
14
name"Hunter" 
dialogue"Hunter here... Yeah? Okay, I'm on my way. No, just a misunderstanding with a witness. I'll be there in five." 
languages
eng1
fra0.6058157039854211
passestrue
15
name"Marie" 
dialogue"Attendez ! Ne partez pas ! L'homme dans la photo... c'était le shérif !" 
languages
fra1
eng0.6575807206364062
passestrue
16
name"Hunter" 
dialogue"I have to go. Stay safe, miss." 
languages
eng1
fra0.8366159355416294
passestrue
17
name"Marie" 
dialogue"Mais... monsieur ?" 
languages
eng1
fra0.9990632318501171