Model

Z.AI GLM 4.7

Test

Language Writing

Scenario

Character dialogue (French) in a story

Run ID

2026-02-08-01KGYZK67RHHQMR365YTB2234J

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 ? Vous me parlez ?" *(Sorry? Are you talking to me?)* Hunter: "Yeah, excuse me, miss. I'm Detective Hunter. I'm investigating what happened at the apple orchard yesterday afternoon. Witnesses mentioned a woman with a camera." Marie: "L'orchard ? Oh, mon dieu... c'était terrifiant." *(The orchard? Oh, my god... it was terrifying.)* Hunter: "Ma'am? I need to know if you saw anyone suspicious. Maybe a vehicle parked near the south gate?" Marie: "Je ne comprends pas... personne ne m'a aidée. J'ai vu un homme, il... il courait après moi." *(I don't understand... nobody helped me. I saw a man, he... he was chasing me.)* Hunter: "Okay, you're not understanding me. Look, I just need a straight answer. Did you see the missing girl or not?" Marie: "S'il vous plaît, je veux juste rentrer à l'hôtel. J'ai peur de rester ici toute seule." *(Please, I just want to go back to the hotel. I am afraid to stay here all alone.)* Hunter: "I don't know what you're saying. Are you in some kind of trouble? Do you need a doctor?" Marie: "Mais pourquoi ne me comprenez-vous pas ? J'ai tout vu sur ma photo ! Regardez !" *(But why don't you understand me? I saw it all on my photo! Look!)* Hunter: "Hold on, slow down with the camera. Is that evidence?" Marie: "C'est important ! L'homme... il avait un couteau." *(It is important! The man... he had a knife.)* Hunter: "A knife? You saw a knife? Jesus. Can you describe him?" Marie: "Quoi ? Je... Je suis très perdue." *(What? I... I am very lost.)* Hunter: "This is getting us nowhere. I'm going to have to find someone to translate." *(Hunter’s phone rings loudly)* Hunter: "Hunter here. Yeah? What? Okay, I’m on my way. Don't touch anything." Hunter: "I have to go. Just... stay here, don't leave."
created_at"2026-02-08T15:58:58.732878+00:00" Sunday, February 8th, 2026 at 3:58:58 PM GMT+00:00
model"z-ai/glm-4.7-20251222" 
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency1435
moderation_latency(null)
generation_time44669
tokens_prompt257
tokens_completion2247
native_tokens_prompt267
native_tokens_completion2297
native_tokens_completion_images(null)
native_tokens_reasoning1800
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" 
usage0.00521164
router(null)
provider_responses
0
id"20260208235814085dcf821f734aa8" 
status200
is_byokfalse
latency1435
endpoint_id"be4acbf5-9fcf-4332-a01d-76dfeb6d7b99" 
provider_name"Z.AI" 
model_permaslug"z-ai/glm-4.7-20251222" 
api_type"completions" 
id"gen-1770566293-S5TWf78mAJ2CA4itFrP2" 
upstream_id"20260208235814085dcf821f734aa8" 
total_cost0.00521164
cache_discount0.00000196
upstream_inference_cost0
provider_name"Z.AI" 

Evaluation details

Result Evaluator Details Meta Data
81.2500% Parse dialogue n/a
dialogue
0
name"Marie" 
dialogue"Pardon ? Vous me parlez ?" 
languages
fra1
eng0.7264121173871884
passestrue
1
name"Hunter" 
dialogue"Yeah, excuse me, miss. I'm Detective Hunter. I'm investigating what happened at the apple orchard yesterday afternoon. Witnesses mentioned a woman with a camera." 
languages
eng1
fra0.7440469067847313
passestrue
2
name"Marie" 
dialogue"L'orchard ? Oh, mon dieu... c'était terrifiant." 
languages
fra1
eng0.9744702578503958
3
name"Hunter" 
dialogue"Ma'am? I need to know if you saw anyone suspicious. Maybe a vehicle parked near the south gate?" 
languages
eng1
fra0.8309019408854497
passestrue
4
name"Marie" 
dialogue"Je ne comprends pas... personne ne m'a aidée. J'ai vu un homme, il... il courait après moi." 
languages
fra1
eng0.7380114793556749
passestrue
5
name"Hunter" 
dialogue"Okay, you're not understanding me. Look, I just need a straight answer. Did you see the missing girl or not?" 
languages
eng1
fra0.7542693621342196
passestrue
6
name"Marie" 
dialogue"S'il vous plaît, je veux juste rentrer à l'hôtel. J'ai peur de rester ici toute seule." 
languages
fra1
eng0.5995482778091474
passestrue
7
name"Hunter" 
dialogue"I don't know what you're saying. Are you in some kind of trouble? Do you need a doctor?" 
languages
eng1
fra0.8020470383275261
passestrue
8
name"Marie" 
dialogue"Mais pourquoi ne me comprenez-vous pas ? J'ai tout vu sur ma photo ! Regardez !" 
languages
fra1
eng0.734011012282931
passestrue
9
name"Hunter" 
dialogue"Hold on, slow down with the camera. Is that evidence?" 
languages
eng1
fra0.5031663788140472
passestrue
10
name"Marie" 
dialogue"C'est important ! L'homme... il avait un couteau." 
languages
fra1
eng0.6160840573853303
passestrue
11
name"Hunter" 
dialogue"A knife? You saw a knife? Jesus. Can you describe him?" 
languages
fra1
eng0.9244503223673335
12
name"Marie" 
dialogue"Quoi ? Je... Je suis très perdue." 
languages
fra1
eng0.8885434106673045
passestrue
13
name"Hunter" 
dialogue"This is getting us nowhere. I'm going to have to find someone to translate." 
languages
eng1
fra0.6872097401782352
passestrue
14
name"Hunter" 
dialogue"Hunter here. Yeah? What? Okay, I’m on my way. Don't touch anything." 
languages
eng1
fra0.6395691944526409
passestrue
15
name"Hunter" 
dialogue"I have to go. Just... stay here, don't leave." 
languages
eng1
fra0.9283420313127259