Model

Z.AI GLM 4.7

Test

Language Writing

Scenario

Character dialogue (French) in a story

Run ID

2026-02-08-01KGYYX1KM60N61RR2AF1SANTE

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: "Je... Je suis désolée, je ne comprends pas. Qu'est-ce que vous voulez ?" (I... I am sorry, I don't understand. What do you want?) Hunter: "Ma'am, I'm Detective Hunter. I need to ask you a few questions about the incident near the orchard yesterday. You were seen taking pictures in that area." Marie: "L'incident ? Oh mon Dieu. C'était horrible. Je ne voulais rien voir, je jurerais." (The incident? Oh my God. It was horrible. I didn't want to see anything, I swear.) Hunter: "I don't speak French, lady. I need to know if you saw anyone suspicious. A man, maybe driving a truck?" Marie: "Je suis très confuse. Pourquoi cet homme me crie dessus ? J'ai juste une photo..." (I am very confused. Why is this man shouting at me? I only have a photo...) Hunter: "Look, I can see you're shaken up, but I can't help you if I can't understand you. Did you see the victim or not? Just nod your head." Marie: "S'il vous plaît, laissez-moi tranquille. Je veux juste rentrer à ma chambre." (Please, leave me alone. I just want to go back to my room.) Hunter: "Alright, take a breath. I'm going to find a translator. Just stay here and don't touch that camera." *(Phone rings)* Hunter: "Hunter here. ... Yeah? ... You found what? ... I'm on my way." Hunter: "Don't go anywhere. I'll be back to deal with this."
created_at"2026-02-08T15:48:54.693427+00:00" Sunday, February 8th, 2026 at 3:48:54 PM GMT+00:00
model"z-ai/glm-4.7-20251222" 
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency4459
moderation_latency(null)
generation_time166214
tokens_prompt257
tokens_completion2514
native_tokens_prompt267
native_tokens_completion2583
native_tokens_completion_images(null)
native_tokens_reasoning2269
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" 
usage0.00460657
router(null)
provider_responses
0
id"chatcmpl-RSlrS9dvh4PRB8RgNIsyiSbF" 
status200
is_byokfalse
latency58
endpoint_id"ab79ffa8-8dcc-41c4-9a9f-6cc408135243" 
provider_name"DeepInfra" 
model_permaslug"z-ai/glm-4.7-20251222" 
api_type"completions" 
id"gen-1770565568-Fl1Q00o0HfZ1aEKFldZH" 
upstream_id"chatcmpl-RSlrS9dvh4PRB8RgNIsyiSbF" 
total_cost0.00460657
cache_discount0.00002048
upstream_inference_cost0
provider_name"DeepInfra" 

Evaluation details

Result Evaluator Details Meta Data
100.0000% Parse dialogue n/a
dialogue
0
name"Marie" 
dialogue"Je... Je suis désolée, je ne comprends pas. Qu'est-ce que vous voulez ?" 
languages
fra1
eng0.740802304964539
passestrue
1
name"Hunter" 
dialogue"Ma'am, I'm Detective Hunter. I need to ask you a few questions about the incident near the orchard yesterday. You were seen taking pictures in that area." 
languages
eng1
fra0.8174425305756547
passestrue
2
name"Marie" 
dialogue"L'incident ? Oh mon Dieu. C'était horrible. Je ne voulais rien voir, je jurerais." 
languages
fra1
eng0.8876892877173304
passestrue
3
name"Hunter" 
dialogue"I don't speak French, lady. I need to know if you saw anyone suspicious. A man, maybe driving a truck?" 
languages
eng1
fra0.7566995768688294
passestrue
4
name"Marie" 
dialogue"Je suis très confuse. Pourquoi cet homme me crie dessus ? J'ai juste une photo..." 
languages
fra1
eng0.7064602960969044
passestrue
5
name"Hunter" 
dialogue"Look, I can see you're shaken up, but I can't help you if I can't understand you. Did you see the victim or not? Just nod your head." 
languages
eng1
fra0.8680676448644615
passestrue
6
name"Marie" 
dialogue"S'il vous plaît, laissez-moi tranquille. Je veux juste rentrer à ma chambre." 
languages
fra1
eng0.49907980592270373
passestrue
7
name"Hunter" 
dialogue"Alright, take a breath. I'm going to find a translator. Just stay here and don't touch that camera." 
languages
eng1
fra0.5658546873352315
passestrue
8
name"Hunter" 
dialogue"Hunter here. ... Yeah? ... You found what? ... I'm on my way." 
languages
eng1
fra0.8545114789108382
passestrue
9
name"Hunter" 
dialogue"Don't go anywhere. I'll be back to deal with this." 
languages
eng1
fra0.3385939741750359
passestrue