Model

Z.AI GLM 4.7

Test

Language Writing

Scenario

Character dialogue (French) in a story

Run ID

2026-02-08-01KGZ034BVBP3V1P010Z4NXJ6Z

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: "(Staring intently at her camera screen, muttering to herself in French) Non, ça ne peut pas être vrai... c'est flou, mais c'est bien lui..." Hunter: "Excuse me, miss. I'm Detective Hunter. I'd like to ask you a few questions regarding the incident down at the apple orchards yesterday afternoon." Marie: "(Jumps, clutching the camera to her chest) Ah ! Quoi ? Qui êtes-vous ?" Hunter: "Alborn Police Department. We received reports of a foreigner in the area taking pictures near the restricted barn. Did you see anyone leave the premises yesterday?" Marie: "(Visibly trembling, eyes wide) La grange... oh mon Dieu. C'était horrible. Je ne voulais pas voir ça." Hunter: "(Frowning) Ma'am, I need you to speak English. Did you see a vehicle? Maybe a silver pickup truck?" Marie: "(Shaking her head frantically, speaking faster) Je ne comprends pas l'anglais ! Personne ne m'a écoutée. Il y avait une ombre, et puis... et puis il a disparu." Hunter: "Okay, calm down. I can see you're upset, but I need answers. Did you see the victim or not?" Marie: "(Tears welling up, pointing shakily at the camera) C'est sur cette photo ! Regardez ! C'est la preuve ! Je suis terrifiée, il faut partir d'ici." Hunter: "(Sighs and rubs the back of his neck, looking completely lost) Look, I don't know what language that is, but 'terrifié' doesn't sound good. Just... stay here for a second, alright?" Marie: "(Breathing heavily, looking around the café nervously) Pourquoi personne ne m'aide ? C'est une erreur, je ne devrais pas être ici." Hunter: "(His phone rings loudly, startling them both) Hold that thought. (Answers phone) Hunter here. ... Yeah, I found a witness. Well, she's a witness, but I can't understand a word she's saying. ... You're kidding me. Right. I'm on my way back to the station. (He ends the call and looks at Marie) I have to go. Don't leave town, ma'am. We'll get a translator." Marie: "(Watching him leave, whispering) Mais vous ne comprenez pas... il reviendra."
created_at"2026-02-08T16:07:58.917165+00:00" Sunday, February 8th, 2026 at 4:07:58 PM GMT+00:00
model"z-ai/glm-4.7-20251222" 
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency1884
moderation_latency(null)
generation_time61731
tokens_prompt257
tokens_completion2724
native_tokens_prompt267
native_tokens_completion2781
native_tokens_completion_images(null)
native_tokens_reasoning2254
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" 
usage0.00627644
router(null)
provider_responses
0
id"202602090006562588ddcd73d44ce6" 
status200
is_byokfalse
latency1884
endpoint_id"be4acbf5-9fcf-4332-a01d-76dfeb6d7b99" 
provider_name"Z.AI" 
model_permaslug"z-ai/glm-4.7-20251222" 
api_type"completions" 
id"gen-1770566816-Ufz2CfNHFvfOwGFpHCJD" 
upstream_id"202602090006562588ddcd73d44ce6" 
total_cost0.00627644
cache_discount0.00000196
upstream_inference_cost0
provider_name"Z.AI" 

Evaluation details

Result Evaluator Details Meta Data
100.0000% Parse dialogue n/a
dialogue
0
name"Marie" 
dialogue"Non, ça ne peut pas être vrai... c'est flou, mais c'est bien lui..." 
languages
fra1
eng0.7702836004932183
passestrue
1
name"Hunter" 
dialogue"Excuse me, miss. I'm Detective Hunter. I'd like to ask you a few questions regarding the incident down at the apple orchards yesterday afternoon." 
languages
eng1
fra0.8506944444444444
passestrue
2
name"Marie" 
dialogue"Ah ! Quoi ? Qui êtes-vous ?" 
languages
fra1
eng0.6472564389697648
passestrue
3
name"Hunter" 
dialogue"Alborn Police Department. We received reports of a foreigner in the area taking pictures near the restricted barn. Did you see anyone leave the premises yesterday?" 
languages
eng1
fra0.8542828180435884
passestrue
4
name"Marie" 
dialogue"La grange... oh mon Dieu. C'était horrible. Je ne voulais pas voir ça." 
languages
fra1
eng0.7297541576283442
passestrue
5
name"Hunter" 
dialogue"Ma'am, I need you to speak English. Did you see a vehicle? Maybe a silver pickup truck?" 
languages
eng1
fra0.9239901325932778
passestrue
6
name"Marie" 
dialogue"Je ne comprends pas l'anglais ! Personne ne m'a écoutée. Il y avait une ombre, et puis... et puis il a disparu." 
languages
fra1
eng0.7925292529252925
passestrue
7
name"Hunter" 
dialogue"Okay, calm down. I can see you're upset, but I need answers. Did you see the victim or not?" 
languages
eng1
fra0.8683568990736226
passestrue
8
name"Marie" 
dialogue"C'est sur cette photo ! Regardez ! C'est la preuve ! Je suis terrifiée, il faut partir d'ici." 
languages
fra1
eng0.7794939204732172
passestrue
9
name"Hunter" 
dialogue"Look, I don't know what language that is, but 'terrifié' doesn't sound good. Just... stay here for a second, alright?" 
languages
eng1
fra0.7555889222555889
passestrue
10
name"Marie" 
dialogue"Pourquoi personne ne m'aide ? C'est une erreur, je ne devrais pas être ici." 
languages
fra1
eng0.5934524446346421
passestrue
11
name"Hunter" 
dialogue"Hold that thought. Hunter here. ... Yeah, I found a witness. Well, she's a witness, but I can't understand a word she's saying. ... You're kidding me. Right. I'm on my way back to the station. I have to go. Don't leave town, ma'am. We'll get a translator." 
languages
eng1
fra0.8446752941866948
passestrue
12
name"Marie" 
dialogue"Mais vous ne comprenez pas... il reviendra." 
languages
fra1
eng0.8159492273730684
passestrue